@proceedings{emnlp-2026-main,
    title = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.0/",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{han-etal-2026-deepsea,
    title = "{D}eep{SEA}: A Multilingual Evaluation Benchmark for {S}outheast {A}sia",
    author = "Han, Jiuzhou  and
      Mishra, Abhishek Bijay  and
      Cohn, Trevor  and
      Mittal, Shubham",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1/",
    pages = "1--17",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-etal-2026-popresume,
    title = "{P}op{R}esume: Causal Fairness Evaluation of {LLM}/{VLM} Resume Screeners with Population-Representative Dataset",
    author = "Yu, Sumin  and
      Park, Juhyeon  and
      Moon, Taesup",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2/",
    pages = "18--39",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{he-etal-2026-logic,
    title = "Logic Meets Language: Hybrid Query Answering over Incomplete Text-Labeled Graphs",
    author = "He, Yunjie  and
      Xiong, Bo  and
      Hern{\'a}ndez, Daniel  and
      Zhu, Yuqicheng  and
      Wang, Yi  and
      Kharlamov, Evgeny  and
      Staab, Steffen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.3/",
    pages = "40--63",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{piot-parapar-2026-self,
    title = "From Self to Other: Evaluating Demographic Perspective-Taking in {LLM} Hate Speech Annotation",
    author = "Piot, Paloma  and
      Parapar, Javier",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.4/",
    pages = "64--80",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{pal-etal-2026-hidden,
    title = "The Hidden Toll of Social Media News on Psychosocial Wellbeing",
    author = "Pal, Olivia  and
      Goyal, Agam  and
      Chandrasekharan, Eshwar  and
      Saha, Koustuv",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.5/",
    pages = "81--95",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zou-etal-2026-floca,
    title = "{F}lo{CA}: Towards Faithful and Logically Consistent Flowchart Reasoning",
    author = "Zou, Jinzi  and
      Wang, Bolin  and
      Zhang, Shuo  and
      Xu, Nuo  and
      Zhao, Junzhou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.6/",
    pages = "96--119",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{savcisens-eliassi-rad-2026-trilemma,
    title = "The Trilemma of Truth in Large Language Models",
    author = "Savcisens, Germans  and
      Eliassi-Rad, Tina",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.7/",
    pages = "120--194",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bouchard-etal-2026-functional,
    title = "Functional Entropy: Predicting Functional Correctness in {LLM}-Generated Code with Uncertainty Quantification",
    author = "Bouchard, Dylan  and
      Chauhan, Mohit Singh  and
      Ahmad, Zeya  and
      Ra, Ho-Kyeong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.8/",
    pages = "195--217",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sami-etal-2026-benchmarking,
    title = "Benchmarking {B}engali Dialectal Bias: A Multi-Stage Framework Integrating {RAG}-Based Translation and Human-Augmented {RLAIF}",
    author = "Sami, K. M. Jubair  and
      Sumit, Dipto  and
      Hossain, Ariyan  and
      Sadeque, Farig",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.9/",
    pages = "218--233",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mehta-etal-2026-calm,
    title = "{CALM}: Class-Conditional Sparse Attention Vectors for Large Audio-Language Models",
    author = "Mehta, Videet  and
      Wang, Liming  and
      Kuehne, Hilde  and
      Feris, Rogerio  and
      Glass, James R.  and
      Mirza, Muhammad Jehanzeb",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.10/",
    pages = "234--245",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{balepur-etal-2026-check,
    title = "Check The Scoreboard: An Analysis of Scoring Schemes on Multiple-Choice Evaluation",
    author = "Balepur, Nishant  and
      Xu, Paiheng  and
      Ai, Wei  and
      Choi, Eunsol  and
      Rudinger, Rachel  and
      Boyd-Graber, Jordan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.11/",
    pages = "246--276",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-dual,
    title = "Dual-Modality Multi-Stage Adversarial Safety Training: Robustifying Multimodal Web Agents Against Cross-Modal Attacks",
    author = "Liu, Haoyu  and
      Li, Dingcheng  and
      Rutishauser, Lukas  and
      Zheng, Zeyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.12/",
    pages = "277--303",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shi-etal-2026-learning,
    title = "Learning Personalized Prompts for Healthcare Guidance",
    author = "Shi, Ruize  and
      Huang, Hong  and
      Zhou, Wei  and
      Yin, Kehan  and
      Zhao, Kai  and
      Zhao, Yun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.13/",
    pages = "304--319",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hu-etal-2026-expert,
    title = "Expert Personas Improve {LLM} Alignment but Damage Accuracy: Bootstrapping Intent-Based Persona Routing with {PRISM}",
    author = "Hu, Zizhao  and
      Rostami, Mohammad  and
      Thomason, Jesse",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.14/",
    pages = "320--339",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-dementia,
    title = "{D}ementia-{R}1: Reinforced Pretraining and Reasoning from Unstructured Clinical Notes for Real-World Dementia Prognosis",
    author = "Kim, Choonghan  and
      Hwang, Hyunmin  and
      Chang, Hangeol  and
      Kim, Jaemin  and
      Park, Jinse  and
      Lim, Jae-Sung  and
      Ye, Jong Chul",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.15/",
    pages = "340--372",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ellinger-etal-2026-granuscore,
    title = "Granuscore: A Reference-Free Measure of Granularity for Text Analysis and Question Answering",
    author = {Ellinger, Lukas  and
      Fichtl, Alexander M.  and
      Ansch{\"u}tz, Miriam  and
      Groh, Georg},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.16/",
    pages = "373--390",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kobyzev-etal-2026-survival,
    title = "Survival-Guided Length Control for Efficient Diffusion Language Models",
    author = "Kobyzev, Ivan  and
      Ghaddar, Abbas  and
      Cui, Yufei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.17/",
    pages = "391--399",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-measuring,
    title = "Measuring the Depth of {LLM} Unlearning via Activation Patching",
    author = "Lee, Jaeung  and
      Kim, Dohyun  and
      Jo, Jaemin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.18/",
    pages = "400--418",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-compressing,
    title = "Compressing Sequences in the Latent Embedding Space: $K$-Token Merging for Large Language Models",
    author = "Xu, Zihao  and
      Harvill, John  and
      Fan, Ziwei  and
      Sun, Yizhou  and
      Ding, Hao  and
      Wang, Hao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.19/",
    pages = "419--429",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shimgekar-etal-2026-ai,
    title = "{AI} Psychosis: Does Conversational {AI} Amplify Delusion-Related Language?",
    author = "Shimgekar, Soorya Ram  and
      Gunda, Vipin  and
      Kim, Jenny Jiwon  and
      Rodriguez, Violeta J.  and
      Sundaram, Hari  and
      Saha, Koustuv",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.20/",
    pages = "430--451",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jain-etal-2026-dissecting,
    title = "Dissecting Transformers: A {CLEAR} Perspective Towards Green {AI}",
    author = "Jain, Hemang  and
      Goyal, Shailender  and
      Pandey, Divyansh  and
      Vaidhyanathan, Karthik",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.21/",
    pages = "452--483",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jeon-etal-2026-learning,
    title = "Learning Diagnostic Clarifying Questions for Conversational Question Answering via Data-Efficient Dynamic Distillation",
    author = "Jeon, Jihyeong  and
      Ryu, Cheol  and
      Kang, U",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.22/",
    pages = "484--498",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{perlitz-etal-2026-polysql,
    title = "{P}oly{SQL}: Scaling Text-to-{SQL} Evaluation Across {SQL} Dialects via Automated Backend Isomorphism",
    author = "Perlitz, Yotam  and
      Venezian, Elad  and
      Royer, Corentin  and
      Fusco, Francesco  and
      Giovannini, Andrea",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.23/",
    pages = "499--512",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shen-etal-2026-improving-diffusion,
    title = "Improving Diffusion Language Model Decoding through Joint Search in Generation Order and Token Space",
    author = "Shen, Yangyi  and
      Feng, Tianjian  and
      Han, Jiaqi  and
      Wang, Wen  and
      Chen, Tianlang  and
      Shen, Chunhua  and
      Leskovec, Jure  and
      Ermon, Stefano",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.24/",
    pages = "513--532",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{meng-chen-2026-psyagent,
    title = "{P}sy{A}gent: Constructing Human-like Agents Based on Psychological Modeling and Contextual Interaction",
    author = "Meng, Zibin  and
      Chen, Kani",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.25/",
    pages = "533--567",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-cru,
    title = "{CRU}-Reason: Knowledge Graph-Grounded and Interpretable Clinical Prediction with Clinical Rationale Units",
    author = "Liu, Zihang  and
      Luo, Linhao  and
      Qiu, Zhangchi  and
      Chen, Shigeng  and
      Wang, Haishuai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.26/",
    pages = "568--584",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-text,
    title = "From Text to Structure: The {PACK}a{GE} Benchmark for Bidirectional Causal Reasoning in Paragraphs and Graphs",
    author = "Kim, Juhyeon  and
      Lee, Dohun  and
      Jang, Jiwon  and
      Shim, Joseph  and
      Park, Hyunwoo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.27/",
    pages = "585--611",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{park-etal-2026-efficient,
    title = "Efficient Iterative Retrieval with Heterogeneous Batching",
    author = "Park, Dohyun  and
      Franke, Hubertus  and
      Waddington, Daniel G  and
      Sundararaman, Swaminathan  and
      Park, Yongjoo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.28/",
    pages = "612--626",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jung-etal-2026-spexis,
    title = "Spexis: Speculative Lookahead Scheduling for {LLM} Inference",
    author = "Jung, Hyungyu  and
      Yu, Jaehyeok  and
      Choi, Hoonseo  and
      Kim, Sungkyun  and
      Lee, Jinho  and
      Seo, Jiwon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.29/",
    pages = "627--638",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sakr-etal-2026-auxiliary,
    title = "When Does Auxiliary Classification Help Regression in Practice? A Case Study in {A}rabic Dialectness Modeling",
    author = "Sakr, Abdelrahman  and
      Torki, Marwan  and
      El-Makky, Nagwa",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.30/",
    pages = "639--649",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{prudnikov-kachan-2026-cross,
    title = "Cross-Attention Eigenvalues Know the Word Order in Multilingual Machine Translation",
    author = "Prudnikov, Nikolai  and
      Kachan, Oleg",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.31/",
    pages = "650--656",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{thellmann-etal-2026-gold,
    title = "Gold vs. Translation: Are We Measuring Language, Knowledge, or Locality in Translated Benchmarks?",
    author = {Thellmann, Klaudia-Doris  and
      Stadler, Bernhard  and
      Smart, Dan Saattrup  and
      F{\"a}rber, Michael  and
      Lehmann, Jens},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.32/",
    pages = "657--688",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-passive,
    title = "From Passive Response to Proactive Correction: Enhancing {LLM} Robustness Against Input Fact Perturbations",
    author = "Wang, Ping  and
      Sun, Xiangguo  and
      Xu, Bingbing  and
      Li, Guocong  and
      Meng, Xiaofeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.33/",
    pages = "689--714",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nieth-etal-2026-human,
    title = "How Human-Like Are Large Language Models? A Register-Aware Linguistic Evaluation Framework",
    author = {Nieth, Bj{\"o}rn  and
      Gracheva, Marianna  and
      Mahlberg, Michaela  and
      Eskofier, Bjoern  and
      Salin, Emmanuelle},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.34/",
    pages = "715--755",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{menotti-etal-2026-ontology,
    title = "Ontology-Driven Structural Regularization for Document-Level Relation Extraction",
    author = "Menotti, Laura  and
      Marchesin, Stefano  and
      Silvello, Gianmaria",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.35/",
    pages = "756--773",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{khatri-etal-2026-scale,
    title = "{SCALE}: Structured Case-law-guided Anticipatory Legal Reasoning",
    author = "Khatri, Mann  and
      T.Y.S.S, Santosh  and
      Ichim, Oana  and
      Shah, Rajiv Ratn  and
      Kumaraguru, Ponnurangam",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.36/",
    pages = "774--810",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{pournemat-etal-2026-reasoning,
    title = "Reasoning Under Uncertainty: Exploring Probabilistic Reasoning Capabilities of {LLM}s",
    author = "Pournemat, Mobina  and
      Rezaei, Keivan  and
      Sriramanan, Gaurang  and
      Zarei, Arman  and
      Eghbalzadeh, Hamid  and
      Wang, Yang  and
      Fu, Jiaxiang  and
      Peng, Fuchun  and
      Wang, Zhigang  and
      Feng, Xue  and
      Noorshams, Nima  and
      Feizi, Soheil",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.37/",
    pages = "811--829",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yuan-etal-2026-e3,
    title = "{E}$^3$-Pruner: Towards Efficient, Economical, and Effective Layer Pruning for Large Language Models",
    author = "Yuan, Tao  and
      Bai, Haoli  and
      Yinfei, Pan  and
      Cao, Xuyang  and
      Zhang, Tianyu  and
      Hou, Lu  and
      Hu, Ting  and
      Yu, Xianzhi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.38/",
    pages = "830--846",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhan-etal-2026-forget,
    title = "Forget What{'}s Sensitive, Remember What Matters: Token-Level Differential Privacy in Memory Sculpting for Continual Learning",
    author = "Zhan, Bihao  and
      Zhou, Jie  and
      Li, Junsong  and
      Yang, Yutao  and
      Chen, Shilian  and
      Pan, Qianjun  and
      Li, Xin  and
      Wu, Wen  and
      Wu, Xingjiao  and
      Chen, Qin  and
      Yan, Hang  and
      Dou, Liang  and
      He, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.39/",
    pages = "847--861",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{helm-gurevych-2026-learning,
    title = "Learning to Zoom Efficiently with a Contrastive Curriculum",
    author = "Helm, Falko  and
      Gurevych, Iryna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.40/",
    pages = "862--884",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{puerto-etal-2026-leaky,
    title = "From Leaky Thoughts to Private Reasoning: Controlling What {LRM}s Say to Themselves",
    author = "Puerto, Haritz  and
      Li, Haonan  and
      Han, Xudong  and
      Baldwin, Timothy  and
      Gurevych, Iryna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.41/",
    pages = "885--907",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-openresearcher,
    title = "{O}pen{R}esearcher: A Fully Open Pipeline for Long-Horizon Deep Research Trajectory Synthesis",
    author = "Li, Zhuofeng  and
      Jiang, Dongfu  and
      Ma, Xueguang  and
      Zhang, Haoxiang  and
      Nie, Ping  and
      Zhang, Yuyu  and
      Zou, Kai  and
      Xie, Jianwen  and
      Zhang, Yu  and
      Chen, Wenhu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.42/",
    pages = "908--937",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{song-etal-2026-implicit,
    title = "Do Implicit Personalization and Explicit Styles Conflict? {P}s{PLUG}: A Lightweight Plug-in for Balancing Personalization and Style in Customized {LLM}s",
    author = "Song, Yutong  and
      Wu, Jiang  and
      Yuan, Shaofan  and
      Shen, Chengze  and
      Wang, Jian  and
      Wang, Yu  and
      Dutt, Nikil  and
      Rahmani, Amir M.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.43/",
    pages = "938--957",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wan-etal-2026-retrieving,
    title = "Retrieving Facts or Reinforcing Beliefs? Towards Understanding Confirmation Bias in {RAG} Systems for Scientific Claim Verification",
    author = "Wan, Qile  and
      Venditti, Davide  and
      Zanzotto, Fabio Massimo  and
      Gurevych, Iryna  and
      Qu, Lizhen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.44/",
    pages = "958--974",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{qiu-etal-2026-client,
    title = "Client Simulation via Conversational Trajectory Modeling for Both Trainee Practice and Model Evaluation in Mental Health Counseling",
    author = "Qiu, Huachuan  and
      Chen, Zhaoming  and
      Chen, Yuqian  and
      Xie, Yuan  and
      Lu, Yu  and
      Lan, Zhenzhong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.45/",
    pages = "975--1016",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mahmoud-etal-2026-memora,
    title = "{MEMORA}: A Memory-Enhanced Multimodal Committee Reranking Agent for Reasoning-Intensive Retrieval",
    author = "Mahmoud, Mohamed  and
      Senussi, Mostafa Farouk  and
      Abdalla, Mahmoud  and
      Kasem, Mahmoud SalahEldin  and
      Abdallah, Abdelrahman  and
      Kang, Hyun Soo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.46/",
    pages = "1017--1028",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lv-etal-2026-specsteer,
    title = "{S}pec{S}teer: Synergizing Local Context and Global Reasoning for Efficient Personalized Generation",
    author = "Lv, Hang  and
      Liang, Sheng  and
      Wang, Hao  and
      Zhang, Yongyue  and
      Gu, Hongchao  and
      Guo, Wei  and
      Lian, Defu  and
      Liu, Yong  and
      Chen, Enhong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.47/",
    pages = "1029--1046",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kong-etal-2026-revisiting,
    title = "Revisiting Backdoor Attacks on {LLM}s: A Stealthy and Practical Poisoning Framework via Harmless Inputs",
    author = "Kong, Jiawei  and
      Fang, Hao  and
      Yang, Xiaochen  and
      Gao, Kuofeng  and
      Chen, Bin  and
      Xia, Shu-Tao  and
      Wang, Yaowei  and
      Zhang, Min",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.48/",
    pages = "1047--1075",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zyska-etal-2026-exposia,
    title = "Expos{\'i}a: Teaching and Assessment of Academic Writing Skills for Research Project Proposals and Peer Feedback",
    author = "Zyska, Dennis  and
      Rozovskaya, Alla  and
      Kuznetsov, Ilia  and
      Gurevych, Iryna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.49/",
    pages = "1076--1130",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fang-etal-2026-gr,
    title = "{GR}-{SAP}: Generative Replay for Safety Alignment Preservation during Fine-Tuning",
    author = "Fang, Zhouxiang  and
      Zhou, Jiawei  and
      Chen, Hanjie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.50/",
    pages = "1131--1153",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ivey-etal-2026-makes,
    title = "What Makes a Good Response? An Empirical Analysis of Quality in Qualitative Interviews",
    author = "Ivey, Jonathan  and
      Field, Anjalie  and
      Xiao, Ziang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.51/",
    pages = "1154--1178",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-zhao-2026-autonomy,
    title = "The Autonomy Tax: Defense Training Breaks {LLM} Agents",
    author = "Li, Li  and
      Zhao, Yue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.52/",
    pages = "1179--1200",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cheng-etal-2026-multi,
    title = "Multi-Expert Conformal Risk Control for Pairwise {LLM} Judging in Open-Ended Dialogue",
    author = "Cheng, Ming  and
      Dai, Yusheng  and
      Ke, Qiuhong  and
      Chen, Zhaolin  and
      Qu, Lizhen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.53/",
    pages = "1201--1215",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{basch-etal-2026-reground,
    title = "{R}e{G}round: Grounding Reviewer Comments in Multimodal Evidence",
    author = "Basch, Serwar  and
      Qu, Lizhen  and
      Gurevych, Iryna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.54/",
    pages = "1216--1234",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{goel-gurevych-2026-capable,
    title = "Capable but Careless: Do Computer-Use Agents Follow Contextual Integrity?",
    author = "Goel, Anmol  and
      Gurevych, Iryna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.55/",
    pages = "1235--1266",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-pivots,
    title = "{PIVOTS}-Bench: Evaluating Fine-Grained Interpersonal Relationship Reasoning in Multimodal Large Language Models",
    author = "Zhang, Shuxiang  and
      Yin, Ciossa  and
      Song, Wenxuan  and
      Wu, Yuhang  and
      Liu, Miao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.56/",
    pages = "1267--1296",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ferraz-etal-2026-retrieval-augmented,
    title = "Retrieval-Augmented {LLM} Agents: Learning to Learn from Experience",
    author = "Ferraz, Thomas Palmeira  and
      Deffayet, Romain  and
      Nikoulina, Vassilina  and
      D{\'e}jean, Herv{\'e}  and
      Clinchant, St{\'e}phane",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.57/",
    pages = "1297--1335",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-conformal,
    title = "Conformal Privacy Auditing: Calibrated Re-identification Attacks with Statistical Guarantees",
    author = "Huang, Shuo  and
      Haffari, Gholamreza  and
      Yuan, Xingliang  and
      Qu, Lizhen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.58/",
    pages = "1336--1351",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cao-li-2026-socialcritic,
    title = "{S}ocial{C}ritic: Grounding Multi-Agent Dialogue via Advantage-Based Endorsement Suppression",
    author = "Cao, Shuang  and
      Li, Rui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.59/",
    pages = "1352--1372",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kamruzzaman-etal-2026-demographic,
    title = "Demographic Prompting at Scale: When More Attributes Hurt {LLM}{--}Human Agreement",
    author = "Kamruzzaman, Mahammed  and
      Das, Shrabon Kumar  and
      Kim, Gene Louis",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.60/",
    pages = "1373--1399",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-sgm,
    title = "{SGM}: Safety Glasses for Multimodal Large Language Models via Neuron-Level Detoxification",
    author = "Wang, Hongbo  and
      MaungMaung, AprilPyone  and
      Echizen, Isao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.61/",
    pages = "1400--1418",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{luan-etal-2026-evaluation,
    title = "The Evaluation Scaling Law: Toward More Reliable {LLM} Assessment via Multi-Prompt Diversity",
    author = "Luan, Hongzhi  and
      Huan, Zhaoxin  and
      Shi, Linfeng  and
      Zheng, Longfei  and
      Zhang, Xiaolu  and
      Zhou, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.62/",
    pages = "1419--1433",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{michail-etal-2026-alee,
    title = "{ALEE}: Any-Language Evaluation of Embeddings via {E}nglish-Centric Minimal Pairs",
    author = "Michail, Andrianos  and
      Psychias, Stylianos  and
      Wastl, Michelle  and
      Clematide, Simon  and
      Sennrich, Rico  and
      Opitz, Juri",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.63/",
    pages = "1434--1458",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-decompose,
    title = "Decompose, Look, and Reason: Reinforced Latent Reasoning for {VLM}s",
    author = "Zhu, Mengdan  and
      Cheng, Senhao  and
      Zhao, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.64/",
    pages = "1459--1471",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-coprm,
    title = "{C}o{PRM}: A Collaborative Process Reward Model for Guiding Search Agent Reasoning",
    author = "Zhang, Xingquan  and
      Zhao, Yang  and
      Li, Chong  and
      Yu, Donglei  and
      Jian, Pu  and
      Zong, Chengqing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.65/",
    pages = "1472--1504",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{murakami-etal-2026-laughs,
    title = "Who Laughs with Whom? Disentangling Influential Factors in Humor Preferences across User Clusters and {LLM}s",
    author = "Murakami, Soichiro  and
      Kamigaito, Hidetaka  and
      Takamura, Hiroya  and
      Okumura, Manabu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.66/",
    pages = "1505--1530",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{pramanick-etal-2026-claimflow,
    title = "{C}laim{F}low: Tracing the Evolution of Scientific Claims in {NLP}",
    author = "Pramanick, Aniket  and
      Hou, Yufang  and
      Mohammad, Saif M.  and
      Gurevych, Iryna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.67/",
    pages = "1531--1557",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-map,
    title = "{T}-{MAP}: Red-Teaming {LLM} Agents with Trajectory-aware Evolutionary Search",
    author = "Lee, Hyomin  and
      Park, Sangwoo  and
      Choi, Yumin  and
      An, Sohyun  and
      Lee, Seanie  and
      Hwang, Sung Ju",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.68/",
    pages = "1558--1593",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-mini,
    title = "Mini-{BEHAVIOR}-Gran: Revealing {U}-Shaped Effects of Instruction Granularity on Language-Guided Embodied Agents",
    author = "Huang, Sukai  and
      Zhang, Chenyuan  and
      Ke, Fucai  and
      Cai, Zhixi  and
      Haffari, Gholamreza  and
      Qu, Lizhen  and
      Rezatofighi, Hamid",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.69/",
    pages = "1594--1617",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{von-der-malsburg-pado-2026-diverging,
    title = "Diverging Transformer Predictions for Human Sentence Processing: A Comprehensive Analysis of Agreement Attraction Effects",
    author = "von der Malsburg, Titus  and
      Pad{\'o}, Sebastian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.70/",
    pages = "1618--1630",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-nanovdr,
    title = "{N}ano{VDR}: Distilling a 2{B} Vision-Language Retriever into a 70{M} Text-Only Encoder for Visual Document Retrieval",
    author = "Liu, Zhuchenyang  and
      Zhang, Yao  and
      Xiao, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.71/",
    pages = "1631--1648",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hsu-etal-2026-evaluating,
    title = "Evaluating {LLM}-generated Explanatory Dialogue Turns through Dialogue Completion",
    author = "Hsu, Yi-Sheng  and
      Feldhus, Nils  and
      Stede, Manfred",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.72/",
    pages = "1649--1679",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-tests,
    title = "Who Tests the Testers? Systematic Enumeration and Coverage Audit of {LLM} Agent Tool Call Safety",
    author = "Chen, Xuan  and
      Yan, Lu  and
      Zhang, Ruqi  and
      Zhang, Xiangyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.73/",
    pages = "1680--1700",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-logicenvgen,
    title = "{L}ogic{E}nv{G}en: Task-Logic Driven Generation of Diverse Simulated Environments for Embodied {AI}",
    author = "Wang, Jianan  and
      Zhang, Siyang  and
      Li, Bin  and
      Chen, Juan  and
      Qi, Jingtao  and
      Zhang, Zhuo  and
      Qian, Chen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.74/",
    pages = "1701--1721",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{abu-shairah-etal-2026-turning,
    title = "Turning the Spell Around: Lightweight Alignment Amplification via Rank-One Safety Injection",
    author = "Abu Shairah, Harethah  and
      Hammoud, Hasan Abed Al Kader  and
      Turkiyyah, George  and
      Ghanem, Bernard",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.75/",
    pages = "1722--1738",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lin-etal-2026-efficient,
    title = "Efficient {LLM} Safety Evaluation through Multi-Agent Debate",
    author = "Lin, Dachuan  and
      Shen, Guobin  and
      Yang, Zihao  and
      Liu, Tianrong  and
      Zhao, Dongcheng  and
      Zeng, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.76/",
    pages = "1739--1755",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{he-etal-2026-ttsr,
    title = "{TTSR}: Test-Time Self-Evolving via Reflection",
    author = "He, Haoyang  and
      Rong, Zihua  and
      Zhao, Yunjia  and
      Yang, Lan  and
      Chang, Jian  and
      Zhang, Honggang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.77/",
    pages = "1756--1784",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{twist-etal-2026-library,
    title = "Library Hallucinations in {LLM}-Generated Code: A Risk Analysis Grounded in Developer Queries",
    author = "Twist, Lukas  and
      Harman, Mark  and
      Yannakoudakis, Helen  and
      Zhang, Jie M.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.78/",
    pages = "1785--1812",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cheng-etal-2026-drives,
    title = "What Drives Representation Steering? A Mechanistic Case Study on Steering Refusal",
    author = "Cheng, Stephen S  and
      Wiegreffe, Sarah  and
      Manocha, Dinesh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.79/",
    pages = "1813--1843",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-calibrated,
    title = "Calibrated Tree-Structured Speculative Decoding: Mitigating Overconfidence via Path-Level Calibration",
    author = "LI, Zixian  and
      Song, Xiaohui  and
      Xie, Chi  and
      Chen, Ke  and
      Chen, Chen  and
      Lu, Haonan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.80/",
    pages = "1844--1855",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nguyen-etal-2026-fast,
    title = "Fast and Focused: Interactive Repository-Level Fill-in-the-Middle Code Completion with Hybrid Structural Retrieval",
    author = "Nguyen, Long S. T.  and
      Huynh, Dat  and
      Vo, Quynh  and
      Hai, LE Dang Nguyen  and
      Nguyen, Cong-Duy T  and
      Luu, Anh Tuan  and
      Nguyen-Duc, Anh  and
      Quan, Tho",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.81/",
    pages = "1856--1874",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ortu-etal-2026-preserving,
    title = "Preserving Historical Truth: Detecting Historical Revisionism in Large Language Models",
    author = {Ortu, Francesco  and
      Yook, Joeun  and
      Pandey, Punya Syon  and
      Sch{\"o}lkopf, Bernhard  and
      Cazzaniga, Alberto  and
      Mihalcea, Rada  and
      Jin, Zhijing},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.82/",
    pages = "1875--1897",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{aswal-etal-2026-observable,
    title = "Observable Patterns Are Not Explanations: A Causal-Geometric Analysis of Latent Reasoning Models",
    author = "Aswal, Darpan  and
      Ferraz, Thomas Palmeira  and
      Zhou, Yongxin  and
      Peyrard, Maxime",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.83/",
    pages = "1898--1938",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-gated,
    title = "Gated Residual Discrepancy for Efficient Bi-Encoder Factuality Verification",
    author = "Liu, Zeyang  and
      Xue, Jingfeng  and
      Fu, Jiarun  and
      Du, Wenbiao  and
      Yang, Xiuqi  and
      Fu, Yifeng  and
      Chen, Junbao  and
      Wang, Yong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.84/",
    pages = "1939--1952",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mandal-etal-2026-graph2counsel,
    title = "{G}raph2{C}ounsel: Clinically Grounded Synthetic Counseling Dialogue Generation from Client Psychological Graphs",
    author = "Mandal, Aishik  and
      Arnaout, Hiba  and
      Ong, Clarissa W.  and
      Bockhorst, Juliet  and
      Sheehan, Kate  and
      Moldow, Rachael  and
      Chakraborty, Tanmoy  and
      Gurevych, Iryna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.85/",
    pages = "1953--2012",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{leite-etal-2026-llm-based,
    title = "{LLM}-Based Adversarial Persuasion Attacks on Fact-Checking Systems",
    author = "Leite, Jo{\~a}o A.  and
      Razuvayevskaya, Olesya  and
      Bontcheva, Kalina  and
      Scarton, Carolina",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.86/",
    pages = "2013--2034",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-spokenus,
    title = "{S}poken{US}: A Spoken User Simulator for Task-Oriented Dialogue",
    author = "Lee, Jonggeun  and
      Pyo, Junseong  and
      Park, Jeongmin  and
      Jo, Yohan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.87/",
    pages = "2035--2070",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mahapatra-etal-2026-lens,
    title = "{LENS}: Exploiting the Cross-View Stability Gap for Hallucination Mitigation in Medical Vision{--}Language Models",
    author = "Mahapatra, Dwarikanath  and
      Das, Abhijit  and
      Roy, Sudipta  and
      Bozorgtabar, Behzad  and
      Razzak, Imran",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.88/",
    pages = "2071--2081",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{soliman-etal-2026-core,
    title = "{CORE}-{T}: {CO}herent {RE}trieval of Tables for Text-to-{SQL}",
    author = "Soliman, Hassan  and
      Gupta, Vivek  and
      Roth, Dan  and
      Gurevych, Iryna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.89/",
    pages = "2082--2114",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-unsupervised,
    title = "Unsupervised Speech Recognition at the Syllable Level",
    author = "Wang, Liming  and
      Chang, Kai-Wei  and
      Kashino, Kunio  and
      Harwath, David  and
      Hasegawa-Johnson, Mark A.  and
      Glass, James R.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.90/",
    pages = "2115--2135",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gao-etal-2026-hybridthink,
    title = "{H}ybrid{T}hink: Learned Interleaving of Continuous and Discrete Reasoning in Large Language Models",
    author = "Gao, Jing  and
      Jin, Weiqiang  and
      Zhao, Guoshuai  and
      Ye, Peigen  and
      Qian, Xueming  and
      Du, Hongyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.91/",
    pages = "2136--2164",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{olabe-bentz-2026-entropic,
    title = "Entropic properties of languages in phonetic versus orthographic alphabets",
    author = "Olabe, Carla  and
      Bentz, Christian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.92/",
    pages = "2165--2183",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-vid,
    title = "{V}i{D}: Vision-Dominant Gender Bias Mitigation for Large Vision-Language Models",
    author = "Zhao, Zhipeng  and
      Wei, Zhaoqiang  and
      Liu, Peishun  and
      Zhao, Youwei  and
      Tang, Ruichun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.93/",
    pages = "2184--2197",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liang-etal-2026-learning-detect,
    title = "Learning to Detect Unseen Jailbreak Attacks in Large Vision-Language Models",
    author = "Liang, Shuang  and
      Xu, Zhihao  and
      Weng, Jiaqi  and
      Tao, Jialing  and
      Xue, Hui  and
      Wang, Xiting",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.94/",
    pages = "2198--2214",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{barkhordar-etal-2026-non,
    title = "Are Non-{E}nglish Papers Reviewed Fairly? Language-of-Study Bias in {NLP} Peer Reviews",
    author = {Barkhordar, Ehsan  and
      Safa, Abdulfattah  and
      Blaschke, Verena  and
      Lombart, Erika  and
      de Marneffe, Marie-Catherine  and
      {\c{S}}ahin, G{\"o}zde G{\"u}l},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.95/",
    pages = "2215--2237",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hedna-etal-2026-self,
    title = "Self-Calibrating Language Models via Test-Time Discriminative Distillation",
    author = "Hedna, Mohamed Rissal  and
      Strich, Jan  and
      Semmann, Martin  and
      Biemann, Chris",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.96/",
    pages = "2238--2266",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-vital,
    title = "{VITAL}: Visual-Semantic Dual Supervision for Enhanced and Interpretable Latent Reasoning in Medical {MLLM}s",
    author = "Li, Qiaoru  and
      Liang, Shaotian  and
      Chen, Jintao  and
      Sun, Haoran  and
      Cai, Yuxiang  and
      Yin, Jianwei  and
      Jiang, Yankai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.97/",
    pages = "2267--2294",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kawarada-etal-2026-structure,
    title = "Structure-Aware Data Augmentation for Argument Mining",
    author = "Kawarada, Masayuki  and
      Hirao, Tsutomu  and
      Okumura, Manabu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.98/",
    pages = "2295--2310",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lei-etal-2026-reasoning,
    title = "From Reasoning to Generalization: Knowledge-Augmented {LLM}s for the {ARC} Benchmark",
    author = "Lei, Chao  and
      Ehinger, Krista A.  and
      Lipovetzky, Nir  and
      Chang, Yanchuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.99/",
    pages = "2311--2354",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-prkv,
    title = "{PRKV}: Page Restructed {KV} Cache for High Accuracy and Efficiency {LLM} Generation",
    author = "Wu, Fang  and
      Gao, Congming  and
      Zhu, Weixi  and
      Shu, Jiwu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.100/",
    pages = "2355--2377",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-libero,
    title = "{LIBERO}-Para: A Diagnostic Benchmark and Metrics for Paraphrase Robustness in {VLA} Models",
    author = "Kim, Chanyoung  and
      Kim, Minwoo  and
      Kang, Minseok  and
      Kim, Hyunwoo  and
      Jung, Dahuin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.101/",
    pages = "2378--2414",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{he-etal-2026-triggering,
    title = "Triggering Chain-of-Thought via Latent Feature Interventions in Large Language Models",
    author = "He, Zhenghao  and
      Xiong, Guangzhi  and
      Liu, Bohan  and
      Sinha, Sanchit  and
      Zhang, Aidong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.102/",
    pages = "2415--2432",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mohamed-etal-2026-medroundsqa,
    title = "{M}ed{R}ounds{QA}: A Persona and Difficulty Aware Evaluation for Multi-Turn Medical Consultations",
    author = "Mohamed, Youssef  and
      Heakl, Ahmed  and
      Cui, Qinrong  and
      Liang, Junhong  and
      Ali, Rafiq  and
      Babillie, Bdour  and
      Dunbayeva, Nazira  and
      Gao, Lang  and
      Hussein, Omar  and
      Nada, Ahmed  and
      Mohamed, Ahmed Mohamed Magdy  and
      Liu, Jinghui  and
      Khan, Salman  and
      Razzak, Imran  and
      Wang, Yuxia  and
      Chen, Xiuying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.103/",
    pages = "2433--2458",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-vidomni,
    title = "{V}id{O}mni-Bench: A Benchmark for Fine-Grained Video Understanding via Spatio-Temporal Event Verification across Complexity and Duration",
    author = "Kim, Changbeen  and
      Chang, Junwon  and
      Kim, Kipyo  and
      Shinoda, Risa  and
      Saito, Kuniaki  and
      Kim, Donghyun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.104/",
    pages = "2459--2477",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wei-etal-2026-lampeae,
    title = "{LAMPEAE}: {LLM}-Augmented Manifold Probing for Adaptive Event Argument Extraction",
    author = "Wei, Qiyi  and
      Shang, Wenqian  and
      Zheng, Bin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.105/",
    pages = "2478--2494",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cheng-etal-2026-think,
    title = "Think, Look, and Revise: Inconsistency-Aware Visual Self-Correction in {MLLM}s",
    author = "Cheng, Yu  and
      Goel, Arushi  and
      Bilen, Hakan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.106/",
    pages = "2495--2516",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{rahman-etal-2026-dsagentbench,
    title = "{DSA}gent{B}ench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments?",
    author = "Rahman, Mizanur  and
      Islam, Mohammed Saidul  and
      Mahbub, Ridwan  and
      Laskar, Md Tahmid Rahman  and
      Joty, Shafiq  and
      Prince, Enamul Hoque",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.107/",
    pages = "2517--2540",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shin-etal-2026-unisaf,
    title = "{UNISAF}-Bench: Intention-Grounded Safety Evaluation for Unified Multimodal Generation Models",
    author = "Shin, Yooju  and
      Ye, Chentao  and
      Ruan, Weitong  and
      Gupta, Rahul",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.108/",
    pages = "2541--2567",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-escaping,
    title = "Escaping the Ambiguity Trap: Content-Level Evidence Tracing for Open-Domain Table {QA}",
    author = "Liu, Yibin  and
      Chen, Yewang  and
      Li, Zhe",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.109/",
    pages = "2568--2583",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{prins-etal-2026-model,
    title = "Is my model perplexed for the right reason? Contrasting {LLM}s' Benchmark Behavior with Token-Level Perplexity",
    author = {Prins, Zo{\"e}  and
      Punzo, Samuele  and
      Wildenburg, Frank  and
      Cin{\`a}, Giovanni  and
      Pezzelle, Sandro},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.110/",
    pages = "2584--2598",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{doyen-todirascu-2026-man,
    title = "Man Made Language Models? Evaluating {LLM}s' Perpetuation of Masculine Generics Bias",
    author = "Doyen, Enzo  and
      Todirascu, Amalia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.111/",
    pages = "2599--2628",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{su-etal-2026-longflow,
    title = "{L}ong{F}low: Efficient {KV} Cache Compression for Reasoning Models",
    author = "Su, Yi  and
      Tian, Zhenxu  and
      Qiao, Dan  and
      Zhou, Yuechi  and
      Yang, Zheming  and
      Li, Juntao  and
      Zhang, Min",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.112/",
    pages = "2629--2645",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-a3,
    title = "$A^3$: Attention-Aware Accurate {KV} Cache Fusion for Fast Large Language Model Serving",
    author = "Zhou, Yuechi  and
      Su, Yi  and
      Zhang, Jianxin  and
      Xia, Qingrong  and
      Wang, Zhefeng  and
      Duan, Xinyu  and
      Huai, Baoxing  and
      Chen, Kehai  and
      Li, Juntao  and
      Zhang, Min",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.113/",
    pages = "2646--2661",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-temporal-gains,
    title = "Temporal Gains, Spatial Costs: Revisiting Video Fine-Tuning in Multimodal Large Language Models",
    author = "Zhang, Linghao  and
      Li, Jungang  and
      Hei, Yonghua  and
      Tao, Sicheng  and
      Dai, Song  and
      Yan, Yibo  and
      Dongfang, Zihao  and
      Liu, Weiting  and
      Qin, Chenxi  and
      Li, Hanqian  and
      Zou, Xin  and
      Zhang, Jiahao  and
      Xun, ShuHang  and
      Jiang, Haiyun  and
      Hu, Xuming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.114/",
    pages = "2662--2679",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sharshar-etal-2026-harm,
    title = "Harm or Humor: A Multimodal, Multilingual Benchmark for Overt and Covert Harmful Humor",
    author = "Sharshar, Ahmed  and
      Elgendy, Hosam  and
      Rohaim, Yasser  and
      Eletter, Saadeldine  and
      Wang, Yuxia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.115/",
    pages = "2680--2698",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{go-etal-2026-enabling,
    title = "Enabling {KV} Caching of Shared Prefix for Diffusion Language Models",
    author = "Go, Younghun  and
      Han, Jaehoon  and
      Shin, Changyong  and
      Yoo, Chuck  and
      Yang, Gyeongsik",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.116/",
    pages = "2699--2717",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{al-kautsar-koto-2026-parallel,
    title = "Parallel Tokenizers: Rethinking Vocabulary Design in Cross-Lingual Transfer of Low-Resource Languages",
    author = "Al Kautsar, Muhammad Dehan  and
      Koto, Fajri",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.117/",
    pages = "2718--2734",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-retrieval-augmented,
    title = "Retrieval-Augmented Generation with Retrieval-optimized {TRA} Structure",
    author = "Kim, JungHyoun  and
      Kim, Soohyeong  and
      Hwang, Seok Jun  and
      Park, Jeonghyeon  and
      Choi, Yong Suk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.118/",
    pages = "2735--2762",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hu-etal-2026-gac,
    title = "{GAC}: Noise-Aware Adaptive Mixing for Hybrid {SFT}-{RL} Post-Training",
    author = "Hu, Yuelin  and
      Liu, Wei  and
      Yu, Zhenbo  and
      Cheng, Zhengxue  and
      Song, Li",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.119/",
    pages = "2763--2779",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-last,
    title = "Last Layer Logits to Logic: Empowering {LLM}s with Logic-Consistent Structured Knowledge Reasoning",
    author = "Li, Songze  and
      Liu, Zhiqiang  and
      Gong, Zhaoyan  and
      Bo, Zhongpu  and
      Gui, Zhengke  and
      Liang, Lei  and
      Chen, Huajun  and
      Zhang, Wen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.120/",
    pages = "2780--2802",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{castle-etal-2026-training,
    title = "Training-Free Character-Length Control in Summarization with Diffusion Language Models",
    author = {Castle, Steffen  and
      Feldhus, Nils  and
      Ebert, Christopher  and
      Hennig, Leonhard  and
      M{\"o}ller, Sebastian},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.121/",
    pages = "2803--2813",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{modumudi-etal-2026-indicwinobias,
    title = "{I}ndic{W}ino{B}ias: Measuring Occupational Gender Bias and Error Asymmetry in {I}ndian Languages",
    author = "Modumudi, Naga Sai Ritvik  and
      Sharma, Dipti  and
      Krishnamurthy, Parameswari",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.122/",
    pages = "2814--2835",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dong-etal-2026-beyond,
    title = "Beyond Tokens: Semantic-Aware Speculative Decoding for Efficient Inference by Probing Internal States",
    author = "Dong, Ximing  and
      Wang, Shaowei  and
      Lin, Dayi  and
      Chen, Boyuan  and
      Hassan, Ahmed E.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.123/",
    pages = "2836--2851",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mehri-etal-2026-multisessioncollab,
    title = "{M}ulti{S}ession{C}ollab: Learning User Preferences with Memory to Improve Long-Term Collaboration",
    author = {Mehri, Shuhaib  and
      Kargupta, Priyanka  and
      August, Tal  and
      Hakkani-T{\"u}r, Dilek},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.124/",
    pages = "2852--2879",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ok-lee-2026-tempcore,
    title = "{T}emp{C}ore: Are Video {QA} Benchmarks Temporally Grounded?",
    author = "Ok, Hyunjong  and
      Lee, Jaeho",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.125/",
    pages = "2880--2901",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-stark,
    title = "{STARK}: Strategic Advantage Reinforcement with Confidence-Driven Exploration for Long-Horizon Agentic Learning",
    author = "Wu, Jinyang  and
      Chang, Xinan  and
      Shen, Yuhao  and
      Lu, Zhengxi  and
      Yang, Shuo  and
      Feng, Mingkuan  and
      Yi, Jiangyan  and
      Zhang, Shuai  and
      Lian, Zheng  and
      Wen, Zhengqi  and
      Tao, Jianhua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.126/",
    pages = "2902--2928",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fichtel-etal-2026-attribute,
    title = "Attribute-Based Activation Steering of {LLM}s for Group-Specific Explanation Generation",
    author = "Fichtel, Leandra  and
      Prange, Janek  and
      Wachsmuth, Henning",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.127/",
    pages = "2929--2959",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kokane-2026-much,
    title = "How Much Supervised Fine-Tuning Is Enough? Dissecting the Impact of {SFT} Extent on Downstream Reinforcement Learning Performance",
    author = "Kokane, Shirley",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.128/",
    pages = "2960--2971",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{maidment-etal-2026-simulating,
    title = "Simulating Multimodal Multiparty Student Interactions with Large Language Models for Training Adaptive Pedagogical Agents",
    author = "Maidment, Tristan  and
      Nokes-Malach, Timothy  and
      Litman, Diane  and
      Walker, Erin  and
      Kovashka, Adriana",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.129/",
    pages = "2972--2986",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-mask,
    title = "Mask-Free Privacy Extraction and Rewriting: A Domain-Aware Approach via Prototype Learning",
    author = "Li, Xiaodong  and
      Wang, Yuhua  and
      Yu, Qingchen  and
      Qin, Zixuan  and
      Sun, Yifan  and
      Zhang, Qinnan  and
      Zhang, Hainan  and
      Zheng, Zhiming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.130/",
    pages = "2987--3016",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mondal-etal-2026-helping,
    title = "Helping Figures Tell their Story! Paper-Grounded Video Generation Explaining Complex Scientific Figures",
    author = "Mondal, Ishani  and
      Baghirov, Javad  and
      Boyd-Graber, Jordan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.131/",
    pages = "3017--3051",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-auroracounsel,
    title = "{A}urora{C}ounsel: A Multi-Agent Large Language Model Collaboration Framework for Psychological Counseling",
    author = "Zhu, Yuean  and
      Song, ZiChao  and
      Luo, Haiming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.132/",
    pages = "3052--3084",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{azime-etal-2026-afrifact,
    title = "{A}fr{IF}act: Cultural Information Retrieval, Evidence Extraction And Fact Checking for {A}frican Languages",
    author = "Azime, Israel Abebe  and
      Alabi, Jesujoba Oluwadara  and
      Zhang, Crystina  and
      Maab, Iffat  and
      Tonja, Atnafu Lambebo  and
      Belay, Tadesse Destaw  and
      Alabi, Folasade Peace  and
      Osei, Salomey  and
      Aliyu, Saminu Mohammad  and
      Aguobi, Nkechinyere Faith  and
      Balcha, Bontu Fufa  and
      Sibanda, Blessing Kudzaishe  and
      David, Davis  and
      Mboup, Mouhamadane  and
      Abolade, Daud  and
      Putini, Neo  and
      Slusallek, Philipp  and
      Adelani, David Ifeoluwa  and
      Klakow, Dietrich",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.133/",
    pages = "3085--3107",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-evo,
    title = "Evo: Autoregressive{--}Diffusion Large Language Models with Evolving Balance",
    author = "Wu, Junde  and
      Hu, Minhao  and
      Zhu, Jiayuan  and
      Liu, Yuyuan  and
      Zhang, Tianyi  and
      Li, Kang  and
      Chen, Jingkun  and
      Pan, Jiazhen  and
      Ho, Qirong  and
      Xu, Min  and
      Jin, Yueming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.134/",
    pages = "3108--3121",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xiao-etal-2026-long,
    title = "Long Document Reconstruction Unlocks Scalable Long-Context {RLVR}",
    author = "Xiao, Yao  and
      Wang, Lei  and
      Deng, Yue  and
      Chen, Guanzheng  and
      Jin, Ziqi  and
      Kim, Jung-jae  and
      Li, Xiaoli  and
      Lee, Roy Ka-Wei  and
      Bing, Lidong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.135/",
    pages = "3122--3135",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kurtyigit-etal-2026-learning,
    title = "Learning the Cue or Learning the Word? Analyzing Generalization in Metaphor Detection for Verbs",
    author = "Kurtyigit, Sinan  and
      Schulte im Walde, Sabine  and
      Fraser, Alexander",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.136/",
    pages = "3136--3146",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{moller-etal-2026-overreliance,
    title = "Overreliance on {AI} in Information-seeking from Video Content",
    author = "M{\o}ller, Anders Giovanni  and
      Bassignana, Elisa  and
      Pierri, Francesco  and
      Maria Aiello, Luca",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.137/",
    pages = "3147--3167",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-hipo,
    title = "{HIPO}: Instruction Hierarchy via Constrained Reinforcement Learning",
    author = "Chen, Keru  and
      Luo, Jun  and
      Lin, Sen  and
      Liang, Yingbin  and
      Velasquez, Alvaro  and
      Bastian, Nathaniel D.  and
      Zou, Shaofeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.138/",
    pages = "3168--3191",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{spinoso-di-piano-etal-2026-evaluating,
    title = "Evaluating Communicative Belief Updates in Large Language Models via Implicature Recognition and Cancellation",
    author = "Spinoso-Di Piano, Cesare  and
      Dankers, Verna  and
      Mosbach, Marius  and
      Cheung, Jackie Chi Kit",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.139/",
    pages = "3192--3217",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{srikanth-etal-2026-discotrace,
    title = "{D}isco{T}race: Representing and Comparing Answering Strategies of Humans and {LLM}s in Information-Seeking Question Answering",
    author = "Srikanth, Neha  and
      Boyd-Graber, Jordan  and
      Rudinger, Rachel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.140/",
    pages = "3218--3239",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cheng-etal-2026-micro,
    title = "Micro Language Models Enable Instant Responses",
    author = "Cheng, Wen  and
      Chen, Tuochao  and
      Helwani, Karim  and
      Srinivasan, Sriram  and
      Zettlemoyer, Luke  and
      Gollakota, Shyamnath",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.141/",
    pages = "3240--3264",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cao-etal-2026-scaling,
    title = "Scaling Laws for Mixed Quantization",
    author = "Cao, Zeyu  and
      Lai, Yao  and
      Gu, Boyang  and
      Zhang, Cheng  and
      Gimenes, Pedro  and
      Lu, Jianqiao  and
      Gao, Xitong  and
      Cheng, Jianyi  and
      Mullins, Robert D.  and
      Zhao, Yiren",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.142/",
    pages = "3265--3308",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ul-islam-etal-2026-curious,
    title = "The Curious Case of Factual (Mis)Alignment between {LLM}s' Short- and Long-Form Answers",
    author = "Ul Islam, Saad Obaid  and
      Lauscher, Anne  and
      Glava{\v{s}}, Goran",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.143/",
    pages = "3309--3326",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gu-etal-2026-audio,
    title = "Audio-{R}eward-{R}1: Reasoning Reward Model for Unified Audio Understanding and Generation",
    author = "Gu, Hao  and
      Yang, Xiaocheng  and
      Wu, Jinyang  and
      Zhao, Hongbo  and
      Hao, Yunzhe  and
      Xu, Songcheng  and
      Bai, Ye  and
      You, Zhao  and
      Shang, Shidong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.144/",
    pages = "3327--3348",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-vtcbench,
    title = "{VTCB}ench: Can Vision-Language Models Understand Long Contexts with Vision-Text Compression?",
    author = "Zhao, Hongbo  and
      Wang, Meng  and
      Zhu, Fei  and
      Liu, Wenzhuo  and
      Ni, Bolin  and
      Zeng, Fanhu  and
      Meng, Gaofeng  and
      Zhang, Zhaoxiang  and
      Liu, Cheng-Lin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.145/",
    pages = "3349--3379",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ocampo-etal-2026-hate,
    title = "When Hate Meets Facts: {LLM}s-in-the-Loop for Check-worthiness Detection in Hate Speech",
    author = "Ocampo, Nicol{\'a}s Benjam{\'i}n  and
      Caselli, Tommaso  and
      Ceolin, Davide",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.146/",
    pages = "3380--3397",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jeong-etal-2026-keeping,
    title = "Keeping Eyes on the Image: Dynamic Visual Attention Recalibration for Vision-Language Reasoning",
    author = "Jeong, Yuna  and
      Park, Junhyeong  and
      Kang, Mingyu  and
      Seo, Hyein  and
      Kim, Keon  and
      Choi, Yong Suk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.147/",
    pages = "3398--3418",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kappiyath-etal-2026-maple,
    title = "{MAPLE}: Masked Adapter Prototype Learning for {OOD} generalization",
    author = "Kappiyath, Adarsh  and
      Chaudhuri, Abhra  and
      Li, Jiaxi  and
      Jaiswal, Ajay Kumar  and
      Wang, Xilu  and
      Shen, Li  and
      Kundu, Souvik  and
      Zhu, Xiatian  and
      Yin, Lu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.148/",
    pages = "3419--3432",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tang-etal-2026-test,
    title = "From Test-taking to Cognitive Scaffolding: A Pedagogical Diagnostic Benchmark for {LLM}s on {E}nglish Standardized Tests",
    author = "Tang, Luoxi  and
      Sundar, Tharunya  and
      Meng, Yuqiao  and
      Yang, Shuai  and
      Patra, Ankita  and
      Chippada, Lakshmi Manohar  and
      Zhao, Jiqian  and
      Li, Yi  and
      Ma, Weicheng  and
      Xi, Zhaohan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.149/",
    pages = "3433--3470",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-etal-2026-judi,
    title = "{J}u{D}i: Revisiting Judge Decoding from First Principles via Training-Free Distributional Divergence",
    author = "Sun, Shengyin  and
      Li, Yiming  and
      Liu, Renxi  and
      Lin, Weizhe  and
      Zhen, Hui-Ling  and
      Yu, Xianzhi  and
      Yuan, Mingxuan  and
      Ma, Chen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.150/",
    pages = "3471--3490",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-demystifying,
    title = "Demystifying Hybrid Thinking: Can {LLM}s Truly Switch Between Think and No-Think?",
    author = "Wang, Shouren  and
      Yang, Wang  and
      Long, Xianxuan  and
      Ganguly, Debargha  and
      Wang, Qifan  and
      Chaudhary, Vipin  and
      Han, Xiaotian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.151/",
    pages = "3491--3511",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jiang-etal-2026-tkg,
    title = "{TKG}-Thinker: Towards Dynamic Reasoning over Temporal Knowledge Graphs via Agentic Reinforcement Learning",
    author = "Jiang, Zihao  and
      Peng, Miao  and
      Shan, Zhenyan  and
      Xu, Wenjie  and
      Liu, Ben  and
      Chen, Gong  and
      Gao, Ziqi  and
      Peng, Min",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.152/",
    pages = "3512--3533",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yamaguchi-etal-2026-beyond,
    title = "Beyond Junk Tokens: Subsumed Tokens in {J}apanese Subword Tokenization",
    author = "Yamaguchi, Toshiki  and
      Hara, Kazuo  and
      Suzuki, Ikumi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.153/",
    pages = "3534--3545",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{vo-etal-2026-safeguard,
    title = "{SAFEG}uard: Detect Optimization-Based Jailbreak Atacks Through Harmful Semantic Analysis and Fluency Measurement",
    author = "Vo, Quoc Viet  and
      Le, Trung  and
      Ranasinghe, Damith  and
      Abbasnejad, Ehsan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.154/",
    pages = "3546--3573",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lv-etal-2026-hippo,
    title = "{HIPPO}: Accelerating Video Large Language Model Inference via Holistic-aware Parallel Speculative Decoding",
    author = "Lv, Qitan  and
      Liu, Tianyu  and
      Wu, Wen  and
      Xu, Xuenan  and
      Zhou, Bowen  and
      Wu, Feng  and
      Zhang, Chao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.155/",
    pages = "3574--3596",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jang-etal-2026-mimo,
    title = "{MIMO}: Multilingual Information Retrieval via Monolingual Objectives",
    author = "Jang, Youngjoon  and
      Hong, Seongtae  and
      Lim, Heuiseok",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.156/",
    pages = "3597--3612",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{he-etal-2026-verification,
    title = "Verification Trap: Understanding Test-Time Selection Failures under False Premises in Code Generation",
    author = "He, Feng  and
      Wang, Hejia  and
      Meng, Linghao  and
      Gao, Ming  and
      Li, Qiankun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.157/",
    pages = "3613--3637",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{han-etal-2026-w2t,
    title = "{W}2{T}: {L}o{RA} Weights Already Know What They Can Do",
    author = "Han, Xiaolong  and
      Neri, Ferrante  and
      Zijian, Jiang  and
      Wu, Fang  and
      Ye, Yanfang  and
      Yin, Lu  and
      Wang, Zehong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.158/",
    pages = "3638--3653",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{le-etal-2026-optimality,
    title = "On the Optimality of Kinship Naming: an Information-theoretic Approach",
    author = "Le, Phong  and
      Lindeman, Mees  and
      Alhama, Raquel G.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.159/",
    pages = "3654--3667",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{amat-lefort-etal-2026-chatbots,
    title = "From Chatbots to Confidants: A Cross-Cultural Study of {LLM} Adoption for Emotional Support",
    author = "Amat-Lefort, Natalia  and
      Yazan, Mert  and
      Curry, Amanda Cercas  and
      Plaza-del-Arco, Flor Miriam",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.160/",
    pages = "3668--3695",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-answer,
    title = "To Answer or to Abstain: Mitigating Search-Agent Hallucinations via Abstention-Aware Reinforcement Learning",
    author = "Zhang, Fengji  and
      Fan, Tianyu  and
      Zheng, Yuxiang  and
      Niu, Xinyao  and
      Huang, Chengen  and
      Keung, Jacky  and
      Chen, Bei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.161/",
    pages = "3696--3718",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{al-ali-etal-2026-predicting,
    title = "Predicting Multilingual Classification and Translation Performance of {LLM}s with Cross-Lingual Alignment {--} Is {E}nglish Enough?",
    author = {Al Ali, Adnan  and
      H{\"a}mmerl, Kathy  and
      Libovick{\'y}, Jind{\v{r}}ich  and
      Fraser, Alexander},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.162/",
    pages = "3719--3741",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shen-zhang-2026-preference,
    title = "Preference-Aligned Data Synthesis for Fine-Grained Intent Detection",
    author = "Shen, Sitong  and
      Zhang, Xiaotong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.163/",
    pages = "3742--3758",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{de-giorgis-etal-2026-quest,
    title = "{M}-{QUEST} - Meme Question-Understanding Evaluation on Semantics and Toxicity",
    author = "De Giorgis, Stefano  and
      Chen, Ting-Chih  and
      Ilievski, Filip",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.164/",
    pages = "3759--3784",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dalal-etal-2026-test,
    title = "More Test-Time Compute Can Hurt: Overestimation Bias in {LLM} Beam Search",
    author = "Dalal, Gal  and
      Hallak, Assaf  and
      Chechik, Gal  and
      Ziser, Yftah",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.165/",
    pages = "3785--3801",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-agentfold,
    title = "{A}gent{F}old: Closed-Loop Agentic Search for Protein Folding Model Design",
    author = "Liu, Mingquan  and
      Chen, Jiangyu  and
      Cao, Hanqun  and
      Zhang, Xujun  and
      Ma, Pengsen  and
      Tang, Xiangru  and
      Jin, Shuting  and
      Zheng, Annie  and
      Yang, Zhuo  and
      Fu, Tianfan  and
      Wu, Fang  and
      Zeng, Xiangxiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.166/",
    pages = "3802--3830",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-ldc,
    title = "{LDC}: Learning to Generate Research Idea with Dynamic Control",
    author = "Li, Ruochen  and
      Jing, Liqiang  and
      Han, Chi  and
      Zhou, Jiawei  and
      Du, Xinya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.167/",
    pages = "3831--3853",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jangra-etal-2026-evaluating,
    title = "Evaluating Style-Personalized Text Generation: Challenges and Directions",
    author = "Jangra, Anubhav  and
      Sarrafzadeh, Bahareh  and
      Cucerzan, Silviu  and
      de Wynter, Adrian  and
      Jauhar, Sujay Kumar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.168/",
    pages = "3854--3878",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wedgwood-etal-2026-dspa,
    title = "{DSPA}: Dynamic {SAE} Steering for Data-Efficient Preference Alignment",
    author = "Wedgwood, James  and
      Muhamed, Aashiq  and
      Diab, Mona T.  and
      Smith, Virginia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.169/",
    pages = "3879--3898",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jung-etal-2026-generalizable,
    title = "Generalizable Lifelong Model Editing via Preference Optimization",
    author = "Jung, Dahyun  and
      Son, Suhyune  and
      Lim, Heuiseok",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.170/",
    pages = "3899--3920",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{duan-etal-2026-fight,
    title = "Fight Poison with Poison: Enhancing Robustness in Few-shot Machine-Generated Text Detection with Adversarial Training",
    author = "Duan, Wenjing  and
      Zhou, Qi  and
      Li, Yuanfan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.171/",
    pages = "3921--3947",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-denser,
    title = "When Denser Credit Is Not Enough: Evidence-Calibrated Policy Optimization for Long-Horizon {LLM} Agent Training",
    author = "Li, Yuanfan  and
      Zhou, Qi  and
      Duan, Wenjing  and
      Chen, Lu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.172/",
    pages = "3948--3965",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-offseeker,
    title = "{O}ff{S}eeker: Online Reinforcement Learning Is Not All You Need for Deep Research Agents",
    author = "Zhou, Yuhang  and
      Zheng, Kai  and
      Chen, Qiguang  and
      Hu, Mengkang  and
      Sun, Qingfeng  and
      Xu, Can  and
      Chen, Jingjing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.173/",
    pages = "3966--3986",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{he-etal-2026-dental,
    title = "Dental-{T}riage{B}ench: Benchmarking Multimodal Reasoning for Hierarchical Dental Triage",
    author = "He, Ziyi  and
      Feng, Yushi  and
      Yang, Shuangyu  and
      Zhu, Yinghao  and
      Zhang, Xichen  and
      Patrick, Tai Pak Chuen  and
      Yuet, Lo Hei  and
      Wu, Songying  and
      Yang, Weifa  and
      Yu, Lequan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.174/",
    pages = "3987--4012",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{oh-etal-2026-hyperspherical,
    title = "Hyperspherical Semantic Expansion via von {M}ises{--}Fisher Mixtures for Zero-Shot Dense Retrieval",
    author = "Oh, Sehong  and
      Kim, DongHui  and
      Kwon, Junseok",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.175/",
    pages = "4013--4026",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-sage,
    title = "{SAGE}: Semantic Anchor-Guided Evolution for Grounded Medical {QA} Data Synthesis",
    author = "Li, Chuan  and
      Wang, Chengyu  and
      Chen, Cen  and
      Lyu, Ye  and
      Fan, Mingyuan  and
      Gao, Ming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.176/",
    pages = "4027--4046",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ma-etal-2026-echo,
    title = "{ECHO}: Early-layer Collaborative Hierarchical Orchestration with Bonus Logits in Speculative Decoding",
    author = "Ma, Ziyang  and
      Zhang, Zihong  and
      Li, Zuchao  and
      Zhang, Lefei  and
      Qi, Baoyuan  and
      Li, Siqi  and
      Yu, Simin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.177/",
    pages = "4047--4067",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sauter-schirmer-2026-context,
    title = "On the Context Sensitivity of {LLM} Moral Judgment",
    author = "Sauter, Adrian  and
      Schirmer, Mona",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.178/",
    pages = "4068--4113",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ye-etal-2026-geomotiongpt,
    title = "{G}eo{M}otion{GPT}: Geometry-Aligned Motion Understanding with Large Language Models",
    author = "Ye, Zhankai  and
      Li, Bofan  and
      Jin, Yukai  and
      Li, Shuoqiu  and
      Wang, Wei  and
      Zhang, Yanfu  and
      Gao, Shangqian  and
      Liu, Xin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.179/",
    pages = "4114--4129",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ali-etal-2026-sustainableqa,
    title = "{S}ustainable{QA}: A Comprehensive Question Answering Dataset for Corporate Sustainability and {EU} Taxonomy Reporting",
    author = "Ali, Mohammed  and
      Abdallah, Abdelrahman  and
      Jatowt, Adam",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.180/",
    pages = "4130--4152",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mou-etal-2026-hylat,
    title = "{H}y{L}a{T}: Efficient Multi-Agent Communication via Hybrid Latent{--}Text Protocol",
    author = "Mou, Xinyi  and
      Wang, Siyuan  and
      Li, Zejun  and
      He, Yulan  and
      Wei, Zhongyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.181/",
    pages = "4153--4167",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mo-etal-2026-debuglm,
    title = "{D}ebug{LM}: Learning Traceable Training Data Provenance for {LLM}s",
    author = "Mo, Wenjie Jacky  and
      Liu, Qin  and
      Wen, Xiaofei  and
      Zhou, Wenxuan  and
      Zhao, Zhe  and
      Chen, Muhao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.182/",
    pages = "4168--4182",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{baltatzis-etal-2026-discosign,
    title = "{D}isco{S}ign: Discourse-Aware Text to Sign Language Gloss Translation",
    author = "Baltatzis, Vasileios  and
      Inan, Mert  and
      Gillis, Connor  and
      Kushalnagar, Raja  and
      Quandt, Lorna  and
      Findlater, Leah  and
      Lea, Colin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.183/",
    pages = "4183--4198",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nguyen-etal-2026-crisp,
    title = "{CRISP}: Cliff-awa{R}e Input-adaptive Sparse Prefilling with Structural-Mass-Motivated Routing",
    author = "Nguyen, Huy Huu  and
      Nguyen, Chien Van  and
      Dernoncourt, Franck  and
      Rossi, Ryan A.  and
      Van, Linh Ngo  and
      Chen, Jieyang  and
      Nguyen, Thien Huu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.184/",
    pages = "4199--4214",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fisher-etal-2026-response,
    title = "Response-Aware User Memory Selection for {LLM} Personalization",
    author = "Fisher, Jillian  and
      Neville, Jennifer  and
      Park, Chan Young",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.185/",
    pages = "4215--4267",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-latent,
    title = "Do Latent Tokens Think? A Causal and Adversarial Analysis of Chain-of-Continuous-Thought",
    author = "Zhang, Yuyi  and
      Tang, Boyu  and
      Ju, Tianjie  and
      Duan, Sufeng  and
      Liu, Gongshen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.186/",
    pages = "4268--4281",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-mas,
    title = "{MAS}-on-the-Fly: In-Context Structural Adaptation of {LLM}-Based Multi-Agent Systems",
    author = "Liu, Guangyi  and
      Linhaojun  and
      Zenghuan  and
      Wang, Heng  and
      Yao, Quanming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.187/",
    pages = "4282--4303",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tang-etal-2026-learning,
    title = "Learning an Efficient Multi-Turn Dialogue Evaluator from Multiple {LLM} Judges",
    author = "Tang, Yuqi  and
      Feng, Kehua  and
      Wang, Yunfeng  and
      Chen, Zhiwen  and
      lv, Chengfei  and
      Yu, Gang  and
      Zhang, Qiang  and
      Ding, Keyan  and
      Chen, Huajun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.188/",
    pages = "4304--4327",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-safety-aware,
    title = "Safety-Aware Contrastive Decoding for Contextual Safety in Multimodal Large Language Models",
    author = "Liu, Zheyuan  and
      Xu, Zhangchen  and
      Dou, Guangyao  and
      Yuan, Xiangchi  and
      Tan, Zhaoxuan  and
      Poovendran, Radha  and
      Jiang, Meng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.189/",
    pages = "4328--4363",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{korikov-sanner-2026-rebol,
    title = "{R}e{BOL}: Retrieval via {B}ayesian Optimization with Batched {LLM} Relevance Observations and Query Reformulation",
    author = "Korikov, Anton  and
      Sanner, Scott",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.190/",
    pages = "4364--4376",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xiong-etal-2026-fdarxbench,
    title = "{FDAR}x{B}ench: Benchmarking regulatory and clinical reasoning on {FDA} generic drug assessment",
    author = "Xiong, Betty  and
      Fisher, Jillian  and
      Newman, Benjamin  and
      Hu, Meng  and
      Gupta, Shivangi  and
      Choi, Yejin  and
      Fang, Lanyan  and
      Altman, Russ B",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.191/",
    pages = "4377--4401",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{he-etal-2026-siri,
    title = "{SIRI}: Self-Internalizing Reinforcement Learning with Intrinsic Skills for {LLM} Agent Training",
    author = "He, Zhongyu  and
      Li, Yuanfan  and
      Huang, Fei  and
      Chen, Tianyu  and
      Chen, Siyuan  and
      Li, Xingyang  and
      Yu, Meng Hsuan  and
      Liu, Xiangrong  and
      Wei, Leyi  and
      Pan, Lu  and
      Zeng, Ke  and
      Cai, Xunliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.192/",
    pages = "4402--4416",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{koh-etal-2026-factorization,
    title = "When i.i.d. Factorization Breaks Language: The Structural Failure of Discrete Diffusion Language Models",
    author = "Koh, Hyukhun  and
      Joo, Seongho  and
      Pyun, Haesung  and
      Jung, Kyomin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.193/",
    pages = "4417--4436",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kuang-etal-2026-atomic,
    title = "From Atomic to Agentic: Towards Interpretable Evaluation of {LLM}s' Agentic Mathematical Capabilities",
    author = "Kuang, Jiayi  and
      Li, Yinghui  and
      Song, Yunze  and
      Chen, Keyu  and
      Shen, Zhifeng  and
      Li, Yangning  and
      Wang, Yidong  and
      Yin, di  and
      Qiao, Ruizhi  and
      Sun, Xing  and
      Jin, Kai  and
      Shen, Ying  and
      Lin, Liang  and
      Yu, Philip S.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.194/",
    pages = "4437--4465",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-decoupled,
    title = "Decoupled Contrastive Decoding via Expert-Aligned Drafting",
    author = "Liu, Zhixuan  and
      Dong, Zhichen  and
      Wang, Yuanfu  and
      Yang, Chao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.195/",
    pages = "4466--4494",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ortiz-barajas-etal-2026-chartattack,
    title = "{C}hart{A}ttack: Testing the Vulnerability of {LLM}s to Malicious Prompting in Chart Generation",
    author = "Ortiz-Barajas, Jesus-German  and
      Tonglet, Jonathan  and
      Gupta, Vivek  and
      Gurevych, Iryna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.196/",
    pages = "4495--4526",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-cyclicjudge,
    title = "{C}yclic{J}udge: Mitigating Judge Bias Efficiently in {LLM}-based Evaluation",
    author = "Zhu, Ziyi  and
      Tieleman, Olivier  and
      Bukhtiyarov, Alexey  and
      Chen, Jinghong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.197/",
    pages = "4527--4539",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-beyond-top,
    title = "Beyond Top-k : Mass-Aware Support Sampling for On-Policy Distillation",
    author = "Wang, Yu  and
      Chen, Xinran  and
      Li, Yuchen  and
      Honghai, Zhang  and
      Kong, Rui  and
      Chen, Jiamin  and
      Yan, Lingyong  and
      Kong, Linghe  and
      Ma, Chen  and
      Xiong, Haoyi  and
      Yin, Dawei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.198/",
    pages = "4540--4554",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-etal-2026-stabilizing,
    title = "Stabilizing Unsupervised Self-Evolution of {MLLM}s via Continuous Softened Retracing re{S}ampling",
    author = "Yu, Yunyao  and
      Wu, ZhengXian  and
      Chen, Zhuohong  and
      Xu, Hangrui  and
      Liao, Zirui  and
      Deng, Xiangwen  and
      Liu, Zhifang  and
      Shi, Senyuan  and
      Wang, Haoqian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.199/",
    pages = "4555--4571",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{an-etal-2026-mitigating,
    title = "Mitigating Model Merging Conflicts via Knowledge-Aware Task Vector Purification",
    author = "An, Bang  and
      Yang, Yibo  and
      Torr, Philip  and
      Ghanem, Bernard",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.200/",
    pages = "4572--4590",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-medical,
    title = "Medical Bilingualism: Cross-Ontology Graph Retrieval for Incommensurable Knowledge Bases",
    author = "Wang, Zixuan  and
      Lu, Ke  and
      Wang, Zihan  and
      Lei, Junwei  and
      Dong, Junhao  and
      Guo, Jinyu  and
      Chen, Chaomeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.201/",
    pages = "4591--4612",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-tts,
    title = "{TTS}-Hub: Leveraging Modular {L}o{RA}s and Arithmetic Composition for Controllable Text-to-Speech",
    author = "Li, Xiang  and
      Zhang, Shiqi  and
      Xu, Zichen  and
      Gu, Wenyuan  and
      Xiao, Hongru  and
      Cheng, Bo  and
      Zhou, Li  and
      Han, Jiale  and
      Wang, Benyou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.202/",
    pages = "4613--4639",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-share,
    title = "Share More, Search Less: Collaborative Parallel Thinking for Efficient Test-Time Scaling",
    author = "Wang, Xinglin  and
      Lin, Hao  and
      Feng, Shaoxiong  and
      Yuan, Peiwen  and
      Li, Yiwei  and
      Shi, Jiayi  and
      Zhang, Yueqi  and
      Tan, Chuyi  and
      Zhang, Ji  and
      Pan, Boyuan  and
      Hu, Yao  and
      Li, Kan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.203/",
    pages = "4640--4674",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jiang-etal-2026-joke,
    title = "Why Is This Joke Offensive? Interpreting Offensiveness in {C}hinese Dark Humor Through Knowledge and Rhetoric",
    author = "Jiang, Jiecheng  and
      Wan, Herun  and
      Fu, Zihang  and
      Yu, Hai-Tao  and
      Kan, Min-Yen  and
      Wu, Jiaying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.204/",
    pages = "4675--4696",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wan-etal-2026-facade,
    title = "The Facade of Truth: Uncovering and Mitigating {LLM} Susceptibility to Deceptive Evidence",
    author = "Wan, Herun  and
      Wu, Jiaying  and
      Luo, Minnan  and
      Li, Fanxiao  and
      Zeng, Zhi  and
      Kan, Min-Yen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.205/",
    pages = "4697--4724",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-inferring,
    title = "Inferring the Unspoken: Aligning Embodied Agents with Implicit Preferences",
    author = "Xu, Manjie  and
      Yang, Xinyi  and
      Liang, Wei  and
      Zhang, Chi  and
      Zhu, Yixin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.206/",
    pages = "4725--4745",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-anticipating,
    title = "Anticipating User Interpretations in Emotional Support Conversations via Inference-Time User-Side Simulation",
    author = "Liu, Jiaqi  and
      Xu, Jiakang  and
      Du, Zhongqiang  and
      Zheng, Haonan  and
      Yang, Yankun  and
      Jiang, Wenbin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.207/",
    pages = "4746--4779",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yin-etal-2026-h,
    title = "{H}-{OPD}: Confidence Aware Heterogeneous Multi-Teacher Multimodal On-Policy Distillation",
    author = "Yin, Qixiang  and
      Yao, Huanjin  and
      Yuchen, Cai  and
      Chen, Jianghao  and
      Wang, Ziyi  and
      Yang, Min  and
      Su, Fei  and
      Zhao, Zhicheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.208/",
    pages = "4780--4797",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{deng-etal-2026-causal,
    title = "Causal Probing for Internal Visual Representations in Multimodal Large Language Models",
    author = "Deng, Zehao  and
      Ju, Tianjie  and
      Wu, Zheng  and
      He, Liangbo  and
      Lan, Jun  and
      Zhu, Huijia  and
      Wang, Weiqiang  and
      Zhang, Zhuosheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.209/",
    pages = "4798--4819",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-gradsentry,
    title = "{G}rad{S}entry: Gradient Spectral Entropy for Backdoor Sample Filtering in Large Language Model Fine-Tuning",
    author = "Zhao, Haodong  and
      Xu, Tianyi  and
      Zhao, Tianhang  and
      Zhang, Zhuosheng  and
      Liu, Gongshen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.210/",
    pages = "4820--4841",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hu-etal-2026-saber,
    title = "{SABER}: Benchmarking Operational Safety of {LLM} Coding Agents in Stateful Project Workspaces",
    author = "HU, Qi  and
      Tang, Yifeng  and
      Wang, Qinghua  and
      Zhao, Lanyang  and
      Zhang, Pengji  and
      Qing, Yuhao  and
      Yao, Xin  and
      Huang, Dong  and
      Zhang, Lin  and
      Ji, Zhuoran",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.211/",
    pages = "4842--4866",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{an-etal-2026-hyperprove,
    title = "{H}yper{P}rove: Answer-Guided Hypergraph Expansion for Multi-Hop Question Answering",
    author = "An, Nguyen Phu  and
      Quang, Dung Nguyen  and
      An, Luu Hieu  and
      Van, Linh Ngo  and
      Le, Trung  and
      Nguyen, Thien Huu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.212/",
    pages = "4867--4882",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{he-etal-2026-sufficiency,
    title = "From Sufficiency to Reflection: Reinforcement-Guided Thinking Quality in Retrieval-Augmented Reasoning for {LLM}s",
    author = "He, Jie  and
      Gutierrez Basulto, Victor  and
      Pan, Jeff Z.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.213/",
    pages = "4883--4908",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ye-2026-aninter,
    title = "{A}n{I}nter: Anti-Interference Training for Long Context Retrieval",
    author = "Ye, Lijie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.214/",
    pages = "4909--4922",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cui-etal-2026-llms,
    title = "{LLM}s Regret Before They Say It: Early Detection and Compositional Architecture of Regret in Hidden States",
    author = "Cui, Xiangxiang  and
      Yang, Shu  and
      Huang, Tianjin  and
      Lin, Wanyu  and
      Hu, Lijie  and
      Wang, Di",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.215/",
    pages = "4923--4946",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-structural,
    title = "Structural Anchor Pruning: Training-Free Multi-Vector Compression for Visual Document Retrieval",
    author = "Liu, Zhuchenyang  and
      Hu, Ziyu  and
      Zhang, Yao  and
      Xiao, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.216/",
    pages = "4947--4975",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ding-zhang-2026-causal,
    title = "Causal Tongue-Tie: {LLM}s Can Encode Causal Direction, But Their Yes/No Outputs Fail to Express",
    author = "Ding, Ziyi  and
      Zhang, Xiao-Ping",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.217/",
    pages = "4976--4998",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hsing-etal-2026-align,
    title = "You Only Align Once: Propagating Cooperative Behaviors in Multi-Agent Systems through Seed Agents",
    author = "Hsing, Nicole Summer  and
      Zheng, Asuka Yuxi  and
      Zhao, Yi  and
      Tu, Haoqin  and
      Huang, Jen-tse",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.218/",
    pages = "4999--5036",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{peng-etal-2026-codiq,
    title = "{C}o{D}i{Q}: Test-Time Scaling for Controllable Difficult Question Generation",
    author = "Peng, Zhongyuan  and
      Xu, Caijun  and
      Xiao, Changyi  and
      Hong, Shibo  and
      Zhang, Ge  and
      Huang, Wenhao  and
      Cao, Yixin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.219/",
    pages = "5037--5072",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-halumem,
    title = "{H}alu{M}em: Evaluating Hallucinations in Memory Systems of Agents",
    author = "Chen, Ding  and
      Niu, Simin  and
      Kehang, Li  and
      Liu, Peng  and
      Zheng, Xiangping  and
      Tang, Bo  and
      Li, Xinchi  and
      Xiong, Feiyu  and
      li, Zhiyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.220/",
    pages = "5073--5108",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yuan-etal-2026-formuevo,
    title = "{F}ormu{E}vo: {LLM}-Guided Evolution for Discovering Solver-Efficient Mixed-Integer Programming Formulations",
    author = "Yuan, Haofeng  and
      Peng, Jianing  and
      Bi, Jieyi  and
      Zhang, Ni  and
      Song, Shiji  and
      Cao, Zhiguang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.221/",
    pages = "5109--5135",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wei-etal-2026-uco,
    title = "{UCO}: A Multi-Turn Interactive Reinforcement Learning Method for Adaptive Teaching with Large Language Models",
    author = "Wei, Shouang  and
      Zhang, Min  and
      Lin, Xin  and
      Jiang, Bo  and
      Kuang, Kun  and
      Chen, Jingyuan  and
      Dai, Zhongxiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.222/",
    pages = "5136--5155",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-st,
    title = "{ST}-{EVO}: Towards Generative Spatio-Temporal Evolution of Multi-Agent Communication Topologies",
    author = "Wu, Xingjian  and
      Liu, Xvyuan  and
      Lu, Junkai  and
      Wang, Siyuan  and
      Qiu, Xiangfei  and
      Shu, Yang  and
      Hu, Jilin  and
      Guo, Chenjuan  and
      Yang, Bin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.223/",
    pages = "5156--5181",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dong-etal-2026-thinking,
    title = "Thinking Without Speaking: Efficient Tree of Thoughts Reasoning via Latent Steering",
    author = "Dong, Zhanshuo  and
      Wen, Zhenyu  and
      Li, Xiong  and
      Su, Jie  and
      Qin, Jianbin  and
      Yuan, Ye  and
      Hong, Zhen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.224/",
    pages = "5182--5202",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lyu-etal-2026-investigating,
    title = "Investigating and Enhancing Concept Induction in {LLM}s: A Prototype-based Property-augmented Approach",
    author = "Lyu, Mingyang  and
      Zhang, Bin  and
      Bao, Chenlong  and
      Tang, Jin-Tao  and
      Li, Shasha  and
      Wang, Ting",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.225/",
    pages = "5203--5219",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cheng-etal-2026-robust,
    title = "How Robust is {OCR}-Reasoning? Evaluating {OCR}-Reasoning Robustness of Vision-Language Models under Visual Perturbations",
    author = "Cheng, Yuxing  and
      Wu, Yuan  and
      Chang, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.226/",
    pages = "5220--5238",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lang-etal-2026-longspace,
    title = "{L}ong{S}pace: Exploring Long-Horizon Spatial Memory from Perception to Recall in Video",
    author = "Lang, Shiqiang  and
      Liu, Jing  and
      He, Haoyang  and
      Sun, Peiwen  and
      Chen, Yuanteng  and
      Liu, Tao  and
      Yang, Lan  and
      Guo, Longteng  and
      Zhang, Honggang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.227/",
    pages = "5239--5256",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{vu-etal-2026-sugar,
    title = "{SUGAR}: Spectral and Geometry-Aware Alignment for Matryoshka Representation Distillation",
    author = "Vu, Hai An  and
      Huy, Phung Gia  and
      Truong, Minh-Phuc  and
      Van, Linh Ngo  and
      Nguyen, Thanh Hong  and
      Do, Thanh-Toan  and
      Le, Trung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.228/",
    pages = "5257--5271",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-earlyselectkv,
    title = "{E}arly{S}elect{KV}: Anticipatory {KV} Selection via Cross-Layer Query Proxies",
    author = "Liu, Yuhao  and
      Li, Yuehao  and
      Zhang, Linghe  and
      Huang, Gaobin  and
      Li, Junran  and
      Wang, Hongchang  and
      Jian, Haifang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.229/",
    pages = "5272--5291",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lian-etal-2026-intentvla,
    title = "{I}ntent{VLA}: Short-Horizon Intent Modeling for Aliased Robot Manipulation",
    author = "Lian, Shijie  and
      Yu, Bin  and
      Lin, Xiaopeng  and
      Shen, Zhaolong  and
      Yang, Laurence Tianruo  and
      Jin, Yurun  and
      Liu, Haishan  and
      Wu, Changti  and
      Yuan, Hang  and
      Huang, Cong  and
      Chen, Kai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.230/",
    pages = "5292--5310",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{goyal-etal-2026-vastu,
    title = "{VASTU}: Language Models Struggle to Recognize Online Community Values",
    author = "Goyal, Agam  and
      Zhan, Xianyang  and
      Lambert, Charlotte  and
      Saha, Koustuv  and
      Chandrasekharan, Eshwar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.231/",
    pages = "5311--5327",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-rw,
    title = "{RW}-{TTT}: Batched Serving for Request-Owned Test-Time Training State",
    author = "Yang, Jian  and
      Kou, Zhizhuo  and
      Han, Chen  and
      Zhang, Hao  and
      Tian, Yao  and
      Han, Sirui  and
      Guo, Yike",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.232/",
    pages = "5328--5338",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-beyond-state,
    title = "Beyond State Consistency: Behavior Consistency in Text-Based World Models",
    author = "Huang, Youling  and
      Chen, Guanqiao  and
      Yao, Junchi  and
      Wang, Lu  and
      Yang, Fangkai  and
      Du, Chao  and
      Zhao, ChenZhuo  and
      Zhao, Pu  and
      Lin, Qingwei  and
      Rajmohan, Saravan  and
      Zhang, Dongmei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.233/",
    pages = "5339--5359",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lin-etal-2026-identity,
    title = "Identity-Preserving Detoxification via Local Causal Effect Ranking on Masked Diffusion Language Models",
    author = "Lin, Yucheng  and
      Liu, Yue  and
      Jiang, Jiaojiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.234/",
    pages = "5360--5378",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-parabridge,
    title = "{P}ara{B}ridge: Bridging Paralinguistic Perception and Dialogue Behavior in Speech Language Models",
    author = "Wang, Yuxiang  and
      Ni, Qinke  and
      Cai, Shengbo  and
      Lin, Wan  and
      Zhang, Liqiang  and
      Wu, Zhizheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.235/",
    pages = "5379--5402",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ho-etal-2026-cant,
    title = "You Can{'}t Trust Your Agent: A Survey on Backdoor Threats and Defenses in Intelligent Agents",
    author = "Ho, Long Tuan  and
      Ding, Yahui  and
      Xu, Huimin  and
      Zhao, Shuai  and
      Luu, Anh Tuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.236/",
    pages = "5403--5422",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{omar-etal-2026-train,
    title = "Train Smarter, Not Harder: Switching Signal-Guided Training in Active Learning",
    author = "Omar, Nagham  and
      Rozenshtein, Maya  and
      Mishlyakov, Evgeny  and
      Gal, Avigdor",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.237/",
    pages = "5423--5445",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-learning-reason,
    title = "Learning to Reason Before Masking for Referring Audio-Visual Segmentation",
    author = "Wu, Zhixuan  and
      Ni, Ye  and
      Chen, Yiming  and
      Gu, Wenyuan  and
      Cheng, Bo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.238/",
    pages = "5446--5464",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-etal-2026-lookstep,
    title = "{L}ook{S}tep: Efficient Vision-Language Navigation with Linguistic Foresight and Event Driven Memory",
    author = "Yu, Kun-Yang  and
      Li, Yingzhe  and
      Xu, Hongyu  and
      Tian, Shi-Yu  and
      Zhou, Zhi  and
      Chen, Yang  and
      Yang, Ming  and
      Wang, Sheng  and
      Yu, Qing  and
      Guo, Lan-Zhe  and
      Li, Yu-Feng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.239/",
    pages = "5465--5483",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{weng-etal-2026-q,
    title = "{Q}-Align: Query-Boundary Multilingual Alignment for {LLM} Safety Guardrails",
    author = "Weng, Jiaqi  and
      Liu, Meizhen  and
      Guo, Xu  and
      Lin, Junyu  and
      Li, Jinfeng  and
      Tao, Jialing  and
      Chen, YueFeng  and
      Xue, Hui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.240/",
    pages = "5484--5498",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-llms-consume,
    title = "How Should {LLM}s Consume High-Quality Data? Optimal Data Scheduling via Quality-Aware Functional Scaling Laws",
    author = "Zhu, Zhitao  and
      Wang, Xili  and
      Wu, Shizhe  and
      Fu, Jiawei  and
      Liu, Xiaoqing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.241/",
    pages = "5499--5528",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-dp,
    title = "{DP}-{ES}: Differentially Private Evolution Strategies for Prompt Optimization",
    author = "Liu, Ziniu  and
      Li, Aiping  and
      Han, Yue  and
      Yu, Han  and
      Zhang, Junjian  and
      Zhu, Dong  and
      Li, Changjian  and
      Zhang, Shiqiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.242/",
    pages = "5529--5545",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{an-xu-2026-teaching,
    title = "Teaching {LLM}s to Abstain via Fine-Grained Semantic Confidence Reward",
    author = "An, Hao  and
      Xu, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.243/",
    pages = "5546--5566",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-streaming,
    title = "Streaming Communication in Multi-Agent Reasoning",
    author = "Yang, Zhen  and
      Xu, Xiaogang  and
      Wang, Wen  and
      Chen, Cong  and
      Xu, Xander  and
      Chen, Ying-Cong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.244/",
    pages = "5567--5595",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gao-etal-2026-surprise,
    title = "When Surprise Is Not Enough: Validation-Aware Rewards for {LLM}-Guided Scientific Discovery",
    author = "Gao, Yifan  and
      Li, Haoyue  and
      Yuan, Feng  and
      Gao, Xin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.245/",
    pages = "5596--5611",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-mca,
    title = "{MCA}: Modality Composition Awareness for Robust Composed Multimodal Retrieval",
    author = "Wu, Qiyu  and
      Cui, Shuyang  and
      Hayakawa, Satoshi  and
      Wang, Wei-Yao  and
      Wakaki, Hiromi  and
      Mitsufuji, Yuki",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.246/",
    pages = "5612--5628",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-clinhallu,
    title = "{C}lin{H}allu: A Benchmark for Diagnosing Stage-Wise Hallucinations in Medical {MLLM} Reasoning",
    author = "Yang, Sicheng  and
      Yuan, Hangjie  and
      Zhang, Wenjun  and
      Wang, Jinwang  and
      Qian, Yichen  and
      Chen, Weihua  and
      Wang, Fan  and
      Zhu, Lei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.247/",
    pages = "5629--5649",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{thonet-etal-2026-ready,
    title = "Ready to Speak: Aligning {LLM}s for {TTS}-Friendly Text Generation",
    author = "Thonet, Thibaut  and
      Rozen, Jos  and
      Besacier, Laurent",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.248/",
    pages = "5650--5676",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huynh-etal-2026-efficient,
    title = "Efficient Temporal-aware Matryoshka Adaptation for Temporal Information Retrieval",
    author = "Huynh, Tuan-Luc  and
      Wang, Weiqing  and
      Le, Trung  and
      Vu, Thuy-Trang  and
      Gasevic, Dragan  and
      Li, Yuan-Fang  and
      Do, Thanh-Toan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.249/",
    pages = "5677--5701",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{maheshwari-etal-2026-indicparam,
    title = "{I}ndic{P}aram: Benchmark to evaluate {LLM}s on low-resource {I}ndic Languages",
    author = "Maheshwari, Ayush  and
      Sharma, Kaushal  and
      Patel, Vivekkumar Vasudevbhai  and
      Maheshwari, Aditya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.250/",
    pages = "5702--5721",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-pvfh,
    title = "{PVFH}-Bench: Benchmarking Premise-Induced Visual Fixation Hallucinations in Vision-Language Models",
    author = "Wang, Xinhao  and
      Cui, Junbo  and
      Liu, Zhenghao  and
      Yao, Yuan  and
      Li, Xiaohua  and
      Gu, Yu  and
      Yu, Ge",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.251/",
    pages = "5722--5739",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-semantic,
    title = "Semantic Self-Guided Watermarking with Enhanced Text Quality for Large Language Models",
    author = "Yang, Linkang  and
      Zhang, Bo  and
      Mao, Bin  and
      Cheng, Jiajun  and
      Fu, Junbo  and
      Han, Bingxu  and
      Han, Bo  and
      Zhang, Jun  and
      Zhao, Guoshuai  and
      Luo, Zhunchen  and
      Cao, Yunbo  and
      Bai, Xiaoying  and
      Geng, Guotong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.252/",
    pages = "5740--5751",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-long,
    title = "Long-to-Short Video Evidence Reasoning for Grounded Question Answering",
    author = "Chen, Kaiyan  and
      Xiao, Junbin  and
      Yang, Xun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.253/",
    pages = "5752--5766",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-beyond-single,
    title = "Beyond Single-Policy: Evaluating Composed Organization-Specific Policy Alignment in {LLM} Chatbots",
    author = "Liu, Yingjie  and
      Hu, Yongxiang  and
      Wang, Xuan  and
      Li, Yilun  and
      Wei, Yunlei  and
      Wang, Xiaoyu  and
      Zhou, Yangfan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.254/",
    pages = "5767--5786",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-accuracy,
    title = "From Accuracy to Robustness: A Study of Rule- and Model-based Verifiers in Mathematical Reasoning",
    author = "Huang, Yuzhen  and
      Zeng, Weihao  and
      Zeng, Xingshan  and
      Zhu, Qi  and
      He, Junxian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.255/",
    pages = "5787--5808",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zheng-etal-2026-gaps,
    title = "From Gaps to Active Retrieval : Open-Domain Iterative Timeline Completion via Historical Trajectory Analogy and Dynamic Ontology",
    author = "Zheng, Yunhui  and
      Bao, Chenlong  and
      Li, Shasha  and
      Wang, Ting  and
      Tang, Jin-Tao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.256/",
    pages = "5809--5826",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tran-etal-2026-pga,
    title = "{PGA}-{KD}: Principal Geometry Alignment and Semantic Consistency for {VLM}2{V}ec Distillation",
    author = "Tran, The-Anh  and
      Nguyen, Thanh Xuan  and
      Nguyen, Duc Anh  and
      Sang, Dinh Viet  and
      Van, Linh Ngo  and
      Nguyen, Thien Huu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.257/",
    pages = "5827--5847",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{pang-etal-2026-fully,
    title = "Fully Unleashing the Multimodal Attacker: Meta-Adaptive Jailbreaking of Vision-Language Models",
    author = "Pang, Shen  and
      Cui, Benlei  and
      Wang, Yuke  and
      Dong, Xuemei  and
      Zhai, Yuwen  and
      Tang, Jingqun  and
      Yu, Haiyang  and
      Xue, Hui  and
      Huang, Longtao  and
      Hong, Haiwen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.258/",
    pages = "5848--5874",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-etal-2026-ggss,
    title = "{GGSS}: Geodesic-Gated Spherical Steering for Inference-Time Debiasing of Generative Vision-Language Models",
    author = "Sun, Yiqun  and
      Chen, Junyu  and
      Wei, Pengfei  and
      Hsieh, Lawrence B.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.259/",
    pages = "5875--5894",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-validity,
    title = "Validity Is Not Visibility: A Lifecycle {FSM} for Agent Memory",
    author = "Zhou, Shuo  and
      Xu, Pengcheng  and
      qi, Shaotong  and
      Que, Li  and
      Sun, Ming  and
      Li, Han",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.260/",
    pages = "5895--5913",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{he-etal-2026-docfollow,
    title = "{D}oc{F}ollow: A Hierarchical Fine-Grained Constraints Following Benchmark in Long Contexts for {LLM}s",
    author = "He, Yanji  and
      Yang, Zhao  and
      Jiang, Yuxin  and
      Yang, Yiqian  and
      Wei, Jiaheng  and
      Wang, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.261/",
    pages = "5914--5949",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yuan-etal-2026-moral,
    title = "Moral Lenses, Political Coordinates: Towards Ideological Positioning of Morally Conditioned {LLM}s",
    author = "Yuan, Chenchen  and
      Ma, Bolei  and
      Zhang, Zheyu  and
      Prenkaj, Bardh  and
      Kreuter, Frauke  and
      Kasneci, Gjergji",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.262/",
    pages = "5950--5984",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-mangaflow,
    title = "{M}anga{F}low: An End-to-End Agentic Framework for Controllable Story to Manga Generation",
    author = "Wang, Muyao  and
      Xie, Zeke  and
      Chen, Yanhao  and
      Xiu, Lixin  and
      Nakayama, Hideki",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.263/",
    pages = "5985--6002",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ling-komachi-2026-lsc,
    title = "{LSC}-Pattern: Interpretable Lexical Semantic Change Analysis via Diachronic Sense Distributions",
    author = "Ling, Zhidong  and
      Komachi, Mamoru",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.264/",
    pages = "6003--6020",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nguyen-etal-2026-llm,
    title = "{LLM} Feedback for Topic Model with Preference Optimization and Contrastive Learning",
    author = "Nguyen, Tung  and
      Trong, Dat Phan  and
      Van, Linh Ngo  and
      Nguyen, Duc Anh  and
      Hoang, Dinh Thai  and
      Nguyen, Diep",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.265/",
    pages = "6021--6045",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gan-etal-2026-android-gui,
    title = "Are Android {GUI} Agents Robust Against Runtime Anomalies? {A}n{T}rap: Evaluating Agents in Dynamic Adversarial Environments",
    author = "Gan, Guo  and
      Zhao, Yilun  and
      Chen, Cong  and
      Wei, Jinbiao  and
      Song, Tingyu  and
      Yang, Zheyuan  and
      Fu, Lin  and
      Zhou, Hong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.266/",
    pages = "6046--6069",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-embodichat,
    title = "{E}mbodi{C}hat: Towards Zero-Latency Text-driven Talking Face Generation for Embodied Dialogue",
    author = "Zhang, Tiecheng  and
      Yu, Huan  and
      Runjie, Zhu  and
      Xu, Zequan  and
      Wang, Wei  and
      Huang, Kaixiang  and
      Wang, Jin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.267/",
    pages = "6070--6095",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-agent-g2,
    title = "{A}gent-{G}$^2$: {G}aussian Guidance for Agentic Reinforcement Learning",
    author = "Wang, Zixuan  and
      Miao, Yanrui  and
      Lu, Zhengxi  and
      Pan, Teng  and
      Qiu, Yiwen  and
      Li, Hongxing  and
      Qiu, Peng  and
      Zhang, Ruiqing  and
      Shen, Yongliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.268/",
    pages = "6096--6111",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-adacode,
    title = "{A}da{C}ode: Adaptive Lossless Compression for {BF}loat16 {KV} Cache",
    author = "Li, Changshi  and
      Liu, Peiyu  and
      Chen, Liang  and
      Zhai, Yuyao  and
      Yang, Jerry Zhijian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.269/",
    pages = "6112--6130",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-memdreamer,
    title = "{M}em{D}reamer: Decoupling Perception and Reasoning for Long Video Understanding via Agentic Hierarchical Graph Memory",
    author = "Chen, Cong  and
      Gan, Guo  and
      Ji, Kaixiang  and
      Zhang, Zhaoyang  and
      Yang, Zhen  and
      Yao, Guangming  and
      Chen, Hao  and
      Chen, Jingdong  and
      Yuan, Yi  and
      Shen, Chunhua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.270/",
    pages = "6131--6151",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-primettt,
    title = "{P}rime{TTT}: Priming Test-Time Training for {LLM}s via Meta-Learned Initialization",
    author = "Wang, Xiangqi  and
      Aishan, Dilinuer  and
      Zhou, Yujun  and
      Huang, Yue  and
      Zhang, Xiangliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.271/",
    pages = "6152--6170",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-capricorn,
    title = "{C}ap{R}i{C}orn-1{K}: A Comprehensive Benchmark for Video Captioning and Subject Referential Consistency Across Temporal Scales",
    author = "Chen, Xinlong  and
      Tang, Jiafu  and
      Ding, Yue  and
      Jia, Yizhuo  and
      Li, Bozhou  and
      Zeng, Bohan  and
      Shi, Yang  and
      Li, Shihao  and
      Ji, Yiyan  and
      Liu, Qiang  and
      Lin, Weihong  and
      Zhang, Yuanxing  and
      Wan, Pengfei  and
      Wang, Liang  and
      Tan, Tieniu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.272/",
    pages = "6171--6197",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gao-etal-2026-soft,
    title = "Soft Tokens Are Off-Manifold: Geometric Correction for Continuous-Space Reasoning in Large Language Models",
    author = "Gao, Jing  and
      Jin, Weiqiang  and
      Mi, Yunqi  and
      Ye, Peigen  and
      Du, Hongyang  and
      Zhao, Biao  and
      Deng, Yimin  and
      Liu, Chengxu  and
      Qian, Xueming  and
      Zhao, Guoshuai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.273/",
    pages = "6198--6223",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{quang-etal-2026-xrepotest,
    title = "{XR}epo{T}est: Benchmarking Multilingual Repository-Level Unit Test Generation for Large Language Models",
    author = "Quang, Dung Le  and
      Van, Dong Cao  and
      Hai, Nam Le  and
      Van, Linh Ngo  and
      Bui, Thi-Mai-Anh  and
      Nguyen, Phuong T.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.274/",
    pages = "6224--6262",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jiang-etal-2026-omniv,
    title = "{O}mni{V}-{M}ed: A Scalable Training Recipe for Unified Medical Vision-Language Understanding",
    author = "Jiang, Songtao  and
      Wang, Yuan  and
      Zhou, Chenyi  and
      Hu, Tianxiang  and
      Niu, Fucheng  and
      Liu, Zuozhu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.275/",
    pages = "6263--6279",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liao-etal-2026-auditing,
    title = "Auditing Evidence Use in Medical {LLM} Diagnosis",
    author = "Liao, Junchi  and
      Deng, Jiawen  and
      Ren, Fuji",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.276/",
    pages = "6280--6301",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jia-etal-2026-foresightsafety,
    title = "{F}oresight{S}afety-{SAGE}: A Fully Automated Scenario Generation and Safety Evaluation Framework for {LLM} Agents",
    author = "Jia, Lu  and
      Tong, Haibo  and
      Zhao, Feifei  and
      Li, Jindong  and
      Liang, Dongqi  and
      Wu, Ping  and
      Zhang, Qian  and
      Zeng, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.277/",
    pages = "6302--6335",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{oh-etal-2026-train,
    title = "Train Overcomplete, Deploy Compact: Scaling Recovery Capacity for Structured {LLM} Pruning",
    author = "Oh, Seungmin  and
      Lee, Donggeon  and
      Ryu, Jongbin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.278/",
    pages = "6336--6355",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-nosa,
    title = "{NOSA}: Native and Offloadable Sparse Attention",
    author = "Huang, Yuxiang  and
      Wang, Pengjie  and
      Han, Jicheng  and
      Zhao, Weilin  and
      su, Zhou  and
      Sun, Ao  and
      Lyu, Hongya  and
      Zhao, Hengyu  and
      Wang, Yudong  and
      Xiao, Chaojun  and
      Han, Xu  and
      Liu, Zhiyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.279/",
    pages = "6356--6381",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-harmreduction,
    title = "{H}arm{R}eduction: Benchmarking {LLM}s in Harm Reduction Information Provision to Support People Who Use Drugs",
    author = "Wang, Kaixuan  and
      Diao, Chenxin  and
      Jacques, Jason T.  and
      Guo, Zhongliang  and
      Clarke, Loraine  and
      Zhao, Shuai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.280/",
    pages = "6382--6400",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-skillsvote,
    title = "{S}kills{V}ote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution",
    author = "Liu, Hongyi  and
      Yang, Haoyan  and
      Jiang, Tao  and
      Tang, Bo  and
      Xiong, Feiyu  and
      Luo, Yuyu  and
      li, Zhiyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.281/",
    pages = "6401--6462",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{peng-etal-2026-beyond,
    title = "Beyond Prefix Answering: Parallel Infilling Reading for Long Contexts with Diffusion Language Models",
    author = "Peng, Han  and
      Dong, Zican  and
      Liu, Peiyu  and
      Zou, Jingyuan  and
      Li, Pengfei  and
      Zhao, Xin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.282/",
    pages = "6463--6476",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-syntactic,
    title = "Syntactic Prediction through Reinforcement Learning",
    author = "Zhao, Jinman  and
      Wang, Yining  and
      Liu, JIahe  and
      Zhang, Xueyan  and
      Cao, Linbo  and
      Huang, Jiakang  and
      Zhao, Yiren  and
      Cai, Renyi  and
      Ding, YiTian  and
      Penn, Gerald",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.283/",
    pages = "6477--6492",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guo-etal-2026-beyond-visual,
    title = "Beyond Visual Memory: Mechanistic Diagnostics of Latent Visual Reasoning",
    author = "Guo, Jiawei  and
      Chen, Yu  and
      Wang, Xiang  and
      Li, Shuai  and
      Zhao, Xinpei  and
      Liu, Huaxing  and
      Dong, Shuai  and
      Zhai, Feifei  and
      Zhou, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.284/",
    pages = "6493--6519",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hao-etal-2026-hardgen,
    title = "{H}ard{G}en: Generating Hard Samples for Tool-use Agents",
    author = "Hao, Bingguang  and
      Xu, Zengzhuang  and
      Wen, Yuntao  and
      Xu, Xinyi  and
      Sun, Quanen  and
      Liu, Yang  and
      Huang, Zihao  and
      Zhao, Tong  and
      Chen, Long  and
      Wang, Dong  and
      Chen, Yicheng  and
      Wang, Maolin  and
      Peng, Cunyin  and
      Zhao, Xiangyu  and
      Zhuang, Chenyi  and
      Zhang, Ji",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.285/",
    pages = "6520--6546",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ma-etal-2026-fpco,
    title = "{FPCO}-Dialog: A Multi-Turn False-Premise Benchmark for Correction and Cooperation in Vision-Language Models",
    author = "Ma, Jiayuan  and
      Lu, Yuqi  and
      Guo, Weiyang  and
      Wang, Chenrui  and
      Shu, Junyi  and
      Liu, Xuebo  and
      Zhang, Min  and
      Li, Jing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.286/",
    pages = "6547--6570",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lin-etal-2026-beyond,
    title = "Beyond Task Boundaries: Instruction-Level Parameter Isolation for Supervised Fine-Tuning",
    author = "Lin, Zekai  and
      Xiang, Long  and
      Liang, Di  and
      Liu, Peiyang  and
      Hu, Zhanghao  and
      Hong, Mengze  and
      Wu, Xianjie  and
      Peng, Minlong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.287/",
    pages = "6571--6595",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{monaco-etal-2026-frequency,
    title = "Frequency Matters: Fast Model-Agnostic Data Curation for Pruning and Quantization",
    author = "Monaco, Francesco Pio  and
      Cunegatti, Elia  and
      Vella, Flavio  and
      Iacca, Giovanni",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.288/",
    pages = "6596--6619",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-beyondatoms,
    title = "{B}eyond{A}toms: Benchmarking and Verifying Relational Factuality Beyond Atomic Facts",
    author = "Liu, Zeyang  and
      Xue, Jingfeng  and
      Fu, Jiarun  and
      Du, Wenbiao  and
      Yang, Xiuqi  and
      Fu, Yifeng  and
      Chen, Junbao  and
      Wang, Yong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.289/",
    pages = "6620--6637",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wan-etal-2026-grammar,
    title = "Grammar of the Wave: Towards Explainable Multivariate Time Series Event Detection via Neuro-Symbolic {VLM} Agents",
    author = "Wan, Sky Chenwei  and
      Wang, Yifei  and
      Hou, Tianjun  and
      Chang, Xiqing  and
      Jan, Aymeric",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.290/",
    pages = "6638--6656",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{abdallah-etal-2026-tempo,
    title = "{TEMPO}: Realistic Multi-Domain Benchmark for Temporal Reasoning-Intensive Retrieval",
    author = "Abdallah, Abdelrahman  and
      Ali, Mohammed  and
      Abdul-Mageed, Muhammad  and
      Jatowt, Adam",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.291/",
    pages = "6657--6709",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jin-etal-2026-towards,
    title = "Towards Efficient Reasoning: Learning Causal Shortcuts for Diffusion Language Models",
    author = "Jin, Dian  and
      Han, Kairong  and
      Li, Baohong  and
      Dong, Xinpeng  and
      Hu, Zijing  and
      Shan, Nuanqiao  and
      Wu, Fei  and
      Kuang, Kun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.292/",
    pages = "6710--6728",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-right,
    title = "Right Answers for the Right Reasons: Coherence-Enhanced Policy Optimization for Large Language Models",
    author = "Wang, Xiangqi  and
      Huang, Yue  and
      Zhou, Yujun  and
      Luo, Xiaonan  and
      Guo, Kehan  and
      Ma, Yuchen  and
      Zhang, Xiangliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.293/",
    pages = "6729--6748",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nishida-etal-2026-beyond,
    title = "Beyond Retrieval: Structuring Evolving and Inconsistent External Knowledge with Proposition Relations for {RAG}",
    author = "Nishida, Noriki  and
      Cheng, Fei  and
      Matsumoto, Yuji",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.294/",
    pages = "6749--6771",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wegmann-etal-2026-survey,
    title = "A Survey on Representing Linguistic Style: Challenges and Opportunities",
    author = "Wegmann, Anna  and
      Aggazzotti, Cristina  and
      Rivera Soto, Rafael Alberto  and
      Nguyen, Dong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.295/",
    pages = "6772--6806",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-koala,
    title = "{K}o{AL}a-Bench: Evaluating Large Audio Language Models on {K}orean Speech Understanding and Faithfulness",
    author = "Kim, Jinyoung  and
      Lim, Hyeongsoo  and
      Seo, Eun Seo  and
      Jang, Min Ho  and
      Choi, Keunwoo  and
      Shin, Seungyoun  and
      Yoon, Ji Won",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.296/",
    pages = "6807--6844",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-fbv,
    title = "{FBV}-{KGQA}: Forward-Backward Verification for Knowledge Graph Question Answering",
    author = "Wu, Jiaqi  and
      Li, Jiakang  and
      Ma, Zhenxuan  and
      Wang, Li",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.297/",
    pages = "6845--6863",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-yard,
    title = "{YARD}: {Y}-Architecture Register Decoding for Efficient Hallucination Mitigation in Large Vision-Language Models",
    author = "Chen, Ting  and
      Li, Geng  and
      Chen, Guohao  and
      Hu, Yu  and
      Huang, Guan  and
      Chen, Mai  and
      Lei, Langsheng  and
      Lin, Yongyong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.298/",
    pages = "6864--6885",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{pan-etal-2026-contextpilot,
    title = "{C}ontext{P}ilot: Teaching Agents for Proactive Context Management via Fine-grained {RL}",
    author = "Pan, Zhuoshi  and
      Pei, Qizhi  and
      Lu, Junru  and
      Lin, Honglin  and
      Zhao, H. Vicky  and
      Yin, di  and
      Sun, Xing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.299/",
    pages = "6886--6903",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-need,
    title = "Need to Know: Contextual-Integrity-Grounded Query Rewriting for Privacy-Conscious {LLM} Delegation",
    author = "Huang, Xinyue  and
      Yang, Wenyuan  and
      Cao, Xiaochun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.300/",
    pages = "6904--6919",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{michel-etal-2026-graphlit,
    title = "{G}raph{L}it: Learning Text-Enriched Dynamic Character Network Representations for Literary Study",
    author = "Michel, Gaspard  and
      Epure, Elena V.  and
      Hennequin, Romain  and
      Cerisara, Christophe  and
      Lapata, Mirella",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.301/",
    pages = "6920--6943",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-tom,
    title = "{T}o{M}-Video: A Theory-of-Mind Video Benchmark with Spatio-Temporal Grounded Reasoning",
    author = "Liu, Quanling  and
      Lin, Zizhuo  and
      Quan, Jinsheng  and
      Shi, Xin  and
      Zhang, Xueqiao  and
      Zhang, Chao  and
      Zhu, Yifan  and
      Li, Zhihui  and
      Luo, Yawei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.302/",
    pages = "6944--6972",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-visa,
    title = "{VISA}: Value Injection via Shielded Adaptation for Personalized {LLM} Alignment",
    author = "Chen, Jiawei  and
      Yang, Tianzhuo  and
      Zhang, Guoxi  and
      Ji, Jiaming  and
      Yang, Yaodong  and
      Dai, Juntao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.303/",
    pages = "6973--6999",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-v,
    title = "{V}-Retrver: Evidence-Driven Agentic Reasoning for Universal Multimodal Retrieval",
    author = "Chen, Dongyang  and
      Wang, Chaoyang  and
      Su, Dezhao  and
      Xiao, Xi  and
      Zhang, Zeyu  and
      Xiong, Jing  and
      Li, Qing  and
      Shang, Yuzhang  and
      Kan, Shichao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.304/",
    pages = "7000--7025",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-agent-skills,
    title = "From Agent Skills to Executable Environments: Frontier-Targeted Training for Tool-Use {LLM}s",
    author = "Zhang, Dawei  and
      Huangfu, Yubin  and
      Yao, Kyle Yusong  and
      Wei, Boyu  and
      Han, Zongqi  and
      Wu, Likang  and
      Zhao, Hongke  and
      He, Ming  and
      Fan, Jianping",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.305/",
    pages = "7026--7050",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bagdon-etal-2026-emotion,
    title = "Emotion Experience, Expression, and Perception: Emotion Analysis on Multimodal Social Media Posts",
    author = "Bagdon, Christopher  and
      Silberer, Carina  and
      Klinger, Roman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.306/",
    pages = "7051--7078",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ding-etal-2026-coquant,
    title = "{C}o{Q}uant: Joint Weight-Activation Subspace Projection for Mixed-Precision {LLM}s",
    author = "Ding, Zhe  and
      Pan, Su  and
      Pan, Duowei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.307/",
    pages = "7079--7093",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{qin-etal-2026-semflowrag,
    title = "{S}em{F}low{RAG}: Directed Semantic Flow from Abstraction to Evidence for Complex Reasoning",
    author = "Qin, Houyuan  and
      Wu, Rong  and
      Qin, Qinyuan  and
      Shi, Botian  and
      Qu, Jingjing  and
      Sun, Yang  and
      Cai, Pinlong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.308/",
    pages = "7094--7109",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nallagonda-etal-2026-llm,
    title = "{LLM} Summaries Systematically Distort Topic Distributions",
    author = "Nallagonda, Shreeya  and
      Torgbi, Melissa  and
      Tayyar Madabushi, Harish  and
      Schockaert, Steven",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.309/",
    pages = "7110--7148",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{suo-emami-2026-quizzing,
    title = "Quizzing the Translation: A Prover-Grounded Evaluation Metric for {NL}$\rightarrow${FOL}",
    author = "Suo, Pu  and
      Emami, Ali",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.310/",
    pages = "7149--7166",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xiong-etal-2026-hievi,
    title = "{H}i{E}vi-{RAG}: Hierarchical Evidence-Driven Reasoning for Long Document Understanding",
    author = "Xiong, Junyu  and
      Wang, Yonghui  and
      Gu, Rongjian  and
      Liu, Chenyu  and
      Yin, Bing  and
      Zhou, Wengang  and
      Li, Houqiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.311/",
    pages = "7167--7181",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-charting,
    title = "Charting Empirical Patterns for {LLM} Fine-Tuning in Scientific Multi-Discipline Learning",
    author = "Wang, Lintao  and
      Lu, Zhuqiang  and
      Zhu, Yilin  and
      Hu, Kun  and
      Yin, Zhenfei  and
      Tang, Shixiang  and
      Wang, Zhiyong  and
      Ouyang, Wanli  and
      Ma, Xinzhu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.312/",
    pages = "7182--7203",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-prism,
    title = "{PRISM}: Private Rank-Invariant Subspace Memory for Federated Continual Fine-Tuning under Local Differential Privacy",
    author = "Wang, Ziyi  and
      Liu, Liang  and
      Meng, Zhu  and
      Zhao, Zhicheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.313/",
    pages = "7204--7223",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chu-etal-2026-etracer,
    title = "e{T}racer: Polarity-Aware Evidence Grounding",
    author = "Chu, Bohao  and
      Wang, Qianli  and
      Damm, Hendrik  and
      Zhang, Shuning  and
      Wang, Hui  and
      Papenmeier, Andrea  and
      Lodde, Georg  and
      Livingstone, Elisabeth  and
      Friedrich, Christoph M.  and
      Fuhr, Norbert",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.314/",
    pages = "7224--7253",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-gspr,
    title = "{GSPR}: Aligning {LLM} Safeguards as Generalizable Safety Policy Reasoners",
    author = "Li, Haoran  and
      Zeng, Jingru  and
      Chen, Yulin  and
      Jing, Huihao  and
      Hu, Wenbin  and
      Peng, Hao  and
      Shi, Haochen  and
      Yang, Xi  and
      Zeng, Ziqian  and
      Han, Sirui  and
      Song, Yangqiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.315/",
    pages = "7254--7276",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lafargue-etal-2026-probing,
    title = "Probing Cultural Signals in Large Language Models through Author Profiling",
    author = "Lafargue, Valentin  and
      Guerra-Adames, Ariel  and
      Claeys, Emmanuelle  and
      Vuichard, Elouan  and
      Loubes, Jean-Michel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.316/",
    pages = "7277--7315",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{klerings-etal-2026-mood,
    title = "Mood Matters: How Syntactic Sensitivity Undermines Safety Alignment",
    author = "Klerings, Alina  and
      Brinkmann, Jannik  and
      Stuckenschmidt, Heiner  and
      Ponzetto, Simone Paolo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.317/",
    pages = "7316--7336",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gong-etal-2026-dseffi,
    title = "{DSE}ffi-Bench: Demystifying Large Language Models' Capability in Efficient Data Science Code Generation",
    author = "Gong, Zhihao  and
      Yu, Junzhe  and
      Huang, Dong  and
      Sun, Zeyu  and
      Zhang, Jie M.  and
      Hao, Dan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.318/",
    pages = "7337--7372",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-human,
    title = "Human Label Variation as Stable Signal: Learning Annotator-Specific Explanation Behavior via Cross-Annotator Preference Optimization",
    author = "Chen, Beiduo  and
      Hong, Pingjun  and
      Zhang, Ziyun  and
      Roth, Benjamin  and
      Korhonen, Anna  and
      Plank, Barbara",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.319/",
    pages = "7373--7418",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wastl-etal-2026-scaling,
    title = "Scaling Unsupervised Word Alignment to Documents via Structural Constraints",
    author = "Wastl, Michelle  and
      Vamvas, Jannis  and
      Sennrich, Rico",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.320/",
    pages = "7419--7436",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-emergent,
    title = "Emergent Misalignment Is Not Magical",
    author = "Li, Mingxuan  and
      Dai, Qirun  and
      Wang, Heran  and
      Tan, Chenhao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.321/",
    pages = "7437--7458",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-fine,
    title = "Fine-Grained Selective Refusal: Steering {LLM} Safety via {W}asserstein-Informed Flow Matching",
    author = "Liu, Zhiyi  and
      Du, Haohua  and
      Sun, Haoqi  and
      Tan, Haisheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.322/",
    pages = "7459--7476",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{papi-bentivogli-2026-doa,
    title = "{DOA}: Training-Free Decoder-Only Attention Policy for Long-Form Simultaneous Translation with {S}peech{LLM}s",
    author = "Papi, Sara  and
      Bentivogli, Luisa",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.323/",
    pages = "7477--7487",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tian-etal-2026-vicur,
    title = "{V}i{C}u{R}: Visual Cues as Recoverable Privilege for Multimodal On-Policy Distillation",
    author = "Tian, Kanghui  and
      Liu, Siyuan  and
      Yan, Ziang  and
      Xia, Sheng  and
      Dong, Shuai  and
      Wang, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.324/",
    pages = "7488--7513",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ling-etal-2026-h2table,
    title = "{H}{\texttwosuperior}{T}able: Hierarchical Hypergraph-Enhanced Large Language Models for Complex Table Reasoning",
    author = "Ling, Jia  and
      Wang, Yangfan  and
      Tang, Chen  and
      Tan, Haoming  and
      Yang, Yang  and
      Guan, Yi  and
      Jiang, Jingchi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.325/",
    pages = "7514--7525",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-heal,
    title = "{HEAL}: Latent Head Alignment for Post-Training Quantization of Large Language Models",
    author = "Yang, Mingzhe  and
      Lin, Sihao  and
      Zhang, Ruibo  and
      Zhu, Xinyuan  and
      Chen, Lei  and
      Chen, Weidong  and
      Chang, Xiaojun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.326/",
    pages = "7526--7540",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{pang-etal-2026-ica,
    title = "{ICA}: Information-Aware Credit Assignment for Visually Grounded Long-Horizon Information-Seeking Agents",
    author = "Pang, Cong  and
      YI, Yujie  and
      Feng, Xuyu  and
      Su, Jiaqi  and
      Chen, Zixuan  and
      Hong, Jiawei  and
      Yao, Tiankuo  and
      Yuan, Nang  and
      Luo, Jiapeng  and
      Lu, Lewei  and
      Lou, Xin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.327/",
    pages = "7541--7556",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-bayesian,
    title = "{B}ayesian Sparse Low-Rank Adaptation for Large Language Model Uncertainty Estimation",
    author = "Zhang, Jijie  and
      Ren, Zhe  and
      Zhang, Quan  and
      Guo, Dandan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.328/",
    pages = "7557--7573",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-loong,
    title = "Loong: A Human-Like Long Document Translation Agent with Observe-and-Act Adaptive Context Selection",
    author = "Wang, Yutong  and
      Liu, Xuebo  and
      Wong, Derek F.  and
      Li, Zhilin  and
      Jiang, Rongqing  and
      Zhang, Min  and
      Tao, Shimin  and
      Wei, Daimeng  and
      Zhang, Min",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.329/",
    pages = "7574--7600",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{attieh-etal-2026-knowledge,
    title = "Is Knowledge Distillation Actually Greener? A Case Study in Machine Translation",
    author = {Attieh, Joseph  and
      Mickus, Timothee  and
      Ligozat, Anne-Laure  and
      N{\'e}v{\'e}ol, Aur{\'e}lie  and
      Tiedemann, J{\"o}rg},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.330/",
    pages = "7601--7618",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-last,
    title = "Last But Not Least: Boundary Attention {C}alibrati{ON} for Multimodal {KV} Cache Compression",
    author = "Chen, Tianhao  and
      Wu, Yuheng  and
      Yao, Kelu  and
      Xu, Xiaogang  and
      Hu, Xiaobin  and
      Lee, Dongman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.331/",
    pages = "7619--7639",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{du-etal-2026-evirank,
    title = "{E}vi{R}ank: Structured Relevance Evidence for Multimodal Image Re-ranking",
    author = "Du, Enjun  and
      Liu, Siyi  and
      Chen, Zirong  and
      Zuo, Xinyu  and
      Luo, Jinwen  and
      Tao, Ruiwen  and
      Duan, Lisheng  and
      Liang, Haijin  and
      Ma, Jin  and
      Pu, Junfu  and
      Zhang, Yongqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.332/",
    pages = "7640--7666",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lai-etal-2026-sampled,
    title = "From Sampled Outcomes to Capability Distributions: Rethinking Supervision for {LLM} Routing",
    author = "Lai, Guannan  and
      Hu, Haoran  and
      Chen, Long  and
      Li, Zhenguo  and
      Ye, Han-Jia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.333/",
    pages = "7667--7688",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-right,
    title = "Right Diagnoses, Decorative Reasoning: A Perturbation Audit of Medical Chain-of-Thought",
    author = "Xu, Mengzhu  and
      Gao, Jifan  and
      Jiang, Xia  and
      Wu, Yaoxin  and
      Long, Xi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.334/",
    pages = "7689--7707",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-finding,
    title = "Finding Where the Buck Stops: An Automated Failure Attribution-Based Reflection Framework for Multi-Agent Collaboration",
    author = "Wang, Xiaoqing  and
      Huang, Keman  and
      Liang, Bin  and
      Li, Hongyu  and
      Du, Xiaoyong  and
      Pan, Wuqiong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.335/",
    pages = "7708--7728",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-models,
    title = "When Should Models Change Their Minds? Contextual Belief Management in Large Language Models",
    author = "Xu, Haoming  and
      Xu, Weihong  and
      Li, Zongrui  and
      Wang, Mengru  and
      Yao, Yunzhi  and
      Wu, Chiyu  and
      Shang, Jin  and
      Gong, Yu  and
      Deng, Shumin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.336/",
    pages = "7729--7751",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-jumelet-2026-assessing,
    title = "Assessing the Impact of Language Disparity on Multilingual Linguistic Ability in Large Language Models",
    author = "Chen, Zhanyu  and
      Jumelet, Jaap",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.337/",
    pages = "7752--7776",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-cognitive,
    title = "Cognitive Honeypots: Auditing Observable Evidence of Scheming-Related Behavior in Large Language Models",
    author = "Wang, Hao  and
      Chen, Wentao  and
      Xiong, Deyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.338/",
    pages = "7777--7809",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liang-etal-2026-aligning,
    title = "Aligning Cultural Behaviors in {A}rabic Language Models via Preferences",
    author = "Liang, Junhong  and
      Orel, Daniil  and
      Almheiri, Saeed  and
      Elbouardi, Bilal  and
      Samih, Younes  and
      Freihat, Abed Alhakim  and
      Xie, Zhuohan  and
      Ahsan, Momina  and
      Al Kautsar, Muhammad Dehan  and
      Ahmad, Sarfraz  and
      El Herraoui, Omar  and
      Anwar, Mohamed  and
      Nakov, Preslav  and
      Koto, Fajri",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.339/",
    pages = "7810--7838",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-curp,
    title = "{CURP}: Codebook-based Continuous User Representation for Personalized Generation with {LLM}s",
    author = "Wang, Liang  and
      Mou, Xinyi  and
      Liu, Xiaoyou  and
      Huang, Xuanjing  and
      Wei, Zhongyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.340/",
    pages = "7839--7860",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-gts,
    title = "{GTS}: Inference-Time Scaling of Latent Reasoning with a Learnable {G}aussian Thought Sampler",
    author = "Wang, Minghan  and
      Bai, Ye  and
      Vu, Thuy-Trang  and
      Shareghi, Ehsan  and
      Haffari, Gholamreza",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.341/",
    pages = "7861--7884",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-clustering,
    title = "Clustering-Based Balanced Sampling and Allocation with Data Parallelism for High-Performance Fine-Tuning",
    author = "Kim, Hyunjin  and
      Nam, Youngeun  and
      Han, Jaemin  and
      Choi, Wonhyeok  and
      Lee, Jae-Gil",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.342/",
    pages = "7885--7903",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{song-park-2026-auditing,
    title = "Auditing {MCQA} Benchmarks through Probability Landscapes",
    author = "Song, Minsoo  and
      Park, Chanjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.343/",
    pages = "7904--7918",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lizesheng-etal-2026-grasp,
    title = "{G}ra{SP}-{VL}: Length as a Semantic Granularity Interface for Vision-Language Representations",
    author = "Lizesheng  and
      Chengchang, Pan  and
      Qi, Honggang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.344/",
    pages = "7919--7935",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-directional,
    title = "Directional Structurality: A Lightweight Proxy for Reasoning Data Quality",
    author = "Chen, Ze  and
      Liu, Kaixuan  and
      Zhang, Haomai  and
      Zou, Jiaxuan  and
      Chen, Zhuo  and
      Tan, Xiaotian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.345/",
    pages = "7936--7957",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-reward,
    title = "Reward-Decomposed Reinforcement Learning for Immersive Video Role-Playing",
    author = "Wang, Miao  and
      Shi, Yuling  and
      Li, Yijiang  and
      Chen, Yeheng  and
      Gu, Xiaodong  and
      Li, Bin  and
      Gao, Bo  and
      Jun, Wang  and
      Han, Zengxin  and
      wu, Jingtong  and
      Ruan, Yaduan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.346/",
    pages = "7958--7989",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ma-etal-2026-fluid,
    title = "{FLUID}-{V}: Elastic-Horizon Diffusion Decoding for Vision-Language Models",
    author = "Ma, Xiangyu  and
      Xiao, Teng  and
      Li, Zuchao  and
      Wang, Ping  and
      Zhao, Hai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.347/",
    pages = "7990--8003",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{armstrong-etal-2026-thinking,
    title = "Thinking in Different Spaces: Domain-Specific Latent Geometry Survives Cross-Architecture Translation",
    author = "Armstrong, Marcus  and
      Ayoobi, Navid  and
      Mukherjee, Arjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.348/",
    pages = "8004--8017",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-speaks,
    title = "Who Speaks for the Pruned? Visual Token Pruning as Coverage Optimization",
    author = "Zhu, Qingchan  and
      You, Weihang  and
      Jiang, Hanqi  and
      Yang, Changdi  and
      Liu, Tianming  and
      Yuan, Geng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.349/",
    pages = "8018--8037",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{imai-etal-2026-task,
    title = "From Task Success to Productive Success: Evaluating Human-{AI} Collaboration by Quality and Cost",
    author = "Imai, Saki  and
      Inan, Mert  and
      Alikhani, Malihe",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.350/",
    pages = "8038--8056",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xiang-etal-2026-none,
    title = "Not All or None: Dynamic Construction of Target-aware Memory Graph for Conversational Stance Detection",
    author = "Xiang, Yifan  and
      Liang, Bin  and
      Huang, Yuqi  and
      Xu, Ruifeng  and
      Wong, Kam-Fai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.351/",
    pages = "8057--8074",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{abdallah-etal-2026-argus,
    title = "Argus-Retriever: Vision-{LLM} Late-Interaction Retrieval with Region-Aware Query-Conditioned {M}o{E} for Visual Document Retrieval",
    author = "Abdallah, Abdelrahman  and
      Abdalla, Mahmoud  and
      Ali, Mohammed  and
      Jatowt, Adam",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.352/",
    pages = "8075--8094",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-evoskill,
    title = "{E}vo{S}kill Injection: Red-Teaming Autonomous Skill Generation and Evolution in Self-Evolving Agents",
    author = "Kim, Doyun  and
      Kim, Chanwoo  and
      Eo, Sugyeong  and
      Yoon, Yeo Chan  and
      Park, Chanjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.353/",
    pages = "8095--8121",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lin-etal-2026-test,
    title = "Test-Time Scaling for Scientific Equation Discovery",
    author = "Lin, Haowei  and
      Lim, Hubert  and
      Wang, Xiangyu  and
      Huang, Letian  and
      He, Di",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.354/",
    pages = "8122--8143",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-personadual,
    title = "{P}ersona{D}ual: Balancing Personalization and Objectivity via Adaptive Reasoning",
    author = "Liu, Xiaoyou  and
      Mou, Xinyi  and
      Yue, Shengbin  and
      Wang, Liang  and
      Wang, Yuqing  and
      Wang, Qiexiang  and
      Qin, Tianrui  and
      Wei, Zhongyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.355/",
    pages = "8144--8161",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{du-etal-2026-usage,
    title = "Usage-Modulated Sentiment Representations in Large Language Models",
    author = "Du, Hongfei  and
      Shi, Jiacheng  and
      Zhang, Yanfu  and
      Zhou, Gang  and
      Gao, Ashley",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.356/",
    pages = "8162--8179",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fan-etal-2026-provenance,
    title = "Provenance Before Prose: Claim-Locked Reporting for Statistical Text Generation",
    author = "Fan, Xiao  and
      Li, Jingyuan  and
      Guo, Hongbin  and
      Han, Yubo  and
      Zhang, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.357/",
    pages = "8180--8194",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lei-etal-2026-grounding,
    title = "Grounding Memory Summarization in Utility Intent",
    author = "Lei, Zhenyu  and
      Shi, Mingjia  and
      Fu, Xingbo  and
      He, Haoyu  and
      Wang, Qi R.  and
      Li, Jundong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.358/",
    pages = "8195--8209",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xiang-etal-2026-regrap,
    title = "{R}e{G}ra{P}-{LL}a{VA}: Reasoning enabled Graph-based Personalized Large Language and Vision Assistant",
    author = "Xiang, Yifan  and
      Zhang, Zhenxi  and
      Li, Bin  and
      Weng, Yixuan  and
      Gao, Bo  and
      Zhou, Shoujun  and
      He, Yangfan  and
      Yuan, Yilin  and
      Li, Keqin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.359/",
    pages = "8210--8248",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{omolaoye-de-melo-2026-gradient,
    title = "Gradient Starvation in Low-Rank Language Model Pretraining",
    author = "Omolaoye, Victor Adelakun  and
      de Melo, Gerard",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.360/",
    pages = "8249--8266",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fang-chen-2026-ovlafnd,
    title = "{OVLAFND}: Open-Vocabulary Logic-Aware Fake News Detection",
    author = "Fang, Xiaoya  and
      Chen, Lin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.361/",
    pages = "8267--8280",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tong-etal-2026-trait,
    title = "Trait Collapse in Text-to-Image Generation: Evaluating and Mitigating Personality Inconsistency in Visual Storytelling",
    author = "Tong, Yuanbo  and
      Li, Haoyuan  and
      Jiang, Jibiao  and
      Wang, Zirui  and
      Li, Yuchen  and
      Liu, Jiamou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.362/",
    pages = "8281--8306",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-computational-resources,
    title = "More Computational Resources Do Not Ensure Higher Scholarly Impact: Evidence from Leading {NLP} Conference Papers",
    author = "Chen, Shuai  and
      Bao, Tong  and
      Peng, Jitong  and
      Zhang, Chengzhi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.363/",
    pages = "8307--8338",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{he-etal-2026-global,
    title = "Global Consistency Repair for Natural-Language Claim Sets",
    author = "He, Paul  and
      Kirschbaum, Elke  and
      Kasiviswanathan, Shiva",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.364/",
    pages = "8339--8358",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{han-etal-2026-favor,
    title = "{FAV}o{R}: Measuring and Mitigating Author-Style Homogenization in Federated Personalized Generation",
    author = "Han, Lu  and
      Zhang, Jingyao  and
      Gero, Katy Ilonka  and
      Tran, Nguyen H.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.365/",
    pages = "8359--8384",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wen-etal-2026-outlets,
    title = "{OUTLETS}: Output-Length Prediction from Speculative Decoding Backbones",
    author = "Wen, Weihuang  and
      Liu, Yingying  and
      Liu, Yichuan  and
      Zeng, Wenqi  and
      Zhou, Li  and
      Sun, Chumin  and
      Sun, Jie  and
      Yu, Tianshu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.366/",
    pages = "8385--8401",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guo-etal-2026-struprokgr,
    title = "{S}tru{P}ro{KGR}: A Structural and Probabilistic Framework for Sparse Knowledge Graph Reasoning",
    author = "Guo, Yucan  and
      Guan, Saiping  and
      Su, Miao  and
      Wei, Jiyao  and
      Jin, Xiaolong  and
      Guo, Jiafeng  and
      Cheng, Xueqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.367/",
    pages = "8402--8416",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-search,
    title = "When Search Becomes Memory: Accelerating Robot Design Discovery with Self-Evolving Skills",
    author = "Wang, Yunfei  and
      Xu, Xiaohao  and
      Li, Yang  and
      Huang, Xiaonan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.368/",
    pages = "8417--8436",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lin-etal-2026-agent,
    title = "Agent-as-Peer-Debriefer: A Multi-Agent Framework with Perspective-Based Refinement for Qualitative Analysis",
    author = "Lin, Zhimin  and
      Cheng, Kun  and
      Shu, Zhiyao  and
      Fang, Junhua  and
      Li, Juntao  and
      Bai, Fan  and
      Gao, Jie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.369/",
    pages = "8437--8465",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-towards-detecting,
    title = "Towards Detecting {AI}-Assisted Responses in Online Surveys",
    author = "Wang, Qizhou  and
      Mamaev, Bogdan  and
      Leckie, Christopher",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.370/",
    pages = "8466--8486",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jin-etal-2026-chainswe,
    title = "{C}hain{SWE}: Benchmarking Coding Agents on Multi-Bug Software Maintenance",
    author = "Jin, Qirui  and
      Tung, Lingching  and
      Li, Kenan  and
      Shi, Qiyang  and
      She, Yushi  and
      Jia, Huanzhong  and
      Zhao, Harrison  and
      Xia, Kejing  and
      Du, Zhenbang  and
      Pei, Jiaxin  and
      Zhang, Zhenyu  and
      Qi, Zhen  and
      Duan, Yuyan  and
      Lee, Wenke  and
      Jin, Zijian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.371/",
    pages = "8487--8505",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guan-etal-2026-tatk,
    title = "{TATK}: Triple-Aware Top-K Learning with Knowledge-Grounded Verification for {LLM}-based Sequential Recommendation",
    author = "Guan, Yuchen  and
      Liu, Jiaye  and
      Han, Yifei  and
      Zhang, Zhenxi  and
      Weng, Yixuan  and
      Li, Bin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.372/",
    pages = "8506--8528",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ye-etal-2026-cross,
    title = "Cross-Decoder Retargeting of Soft Compressor for Long-Context Compression",
    author = "Ye, Yanhan  and
      Nie, Zhijie  and
      Zhang, Richong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.373/",
    pages = "8529--8541",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ju-etal-2026-mineexplorer,
    title = "{M}ine{E}xplorer: Evaluating Open-World Exploration of {MLLM} Agents in {M}inecraft",
    author = "Ju, Tianjie  and
      Sun, Yueqing  and
      Wu, Zheng  and
      Zhang, Wei  and
      Huo, Yaqi  and
      Su, Xi  and
      Song, Xierui  and
      Cai, Xunliang  and
      Liu, Gongshen  and
      Zhang, Zhuosheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.374/",
    pages = "8542--8570",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-catmark,
    title = "{CATM}ark: A Context-Aware Thresholding Framework for Robust Cross-Task Watermarking in Large Language Models",
    author = "Zhang, YU  and
      Liu, Shuliang  and
      Xu, Yang  and
      Hu, Xuming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.375/",
    pages = "8571--8600",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kong-etal-2026-reasoning,
    title = "Reasoning Matters: Mitigate Hallucination in Multimodal Large Reasoning Models via Reasoning-Conditioned Preference Optimization",
    author = "Kong, Jiawei  and
      Fang, Hao  and
      Liao, Shunxiang  and
      Li, Jinyu  and
      Chen, Bin  and
      Wu, Hao  and
      Xia, Shu-Tao  and
      Zhang, Min",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.376/",
    pages = "8601--8623",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hu-etal-2026-doc,
    title = "Doc-{REFRAG}: Rethinking Multimodal Document Retrieval-Augmented Generation",
    author = "Hu, Ruofan  and
      Xu, Shengyang  and
      Hong, Minjie  and
      Yang, Xiaoda  and
      Zhou, Sashuai  and
      Lei, Ke  and
      Jin, Tao  and
      Zhao, Zhou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.377/",
    pages = "8624--8644",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{du-etal-2026-tracing,
    title = "Tracing a Sparse Emotion-Control Circuit in {LLM}-Based Text-to-Speech",
    author = "Du, Hongfei  and
      Shi, Jiacheng  and
      Zhang, Yanfu  and
      Gao, Ashley",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.378/",
    pages = "8645--8658",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-psychologically,
    title = "Psychologically Potent, Computationally Invisible: {LLM}s Generate Social-Comparison-Eliciting Posts They Fail to Detect",
    author = "Zhao, Hua  and
      Gu, Jiapei  and
      Gu, Michelle Mingyue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.379/",
    pages = "8659--8678",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-oscar,
    title = "{OSCAR}: Optimization-Steered Agentic Planning for Composed Image Retrieval",
    author = "Wang, Teng  and
      Shan, Rong  and
      Lin, Jianghao  and
      Wu, Junjie  and
      Xu, Tianyi  and
      Zhang, Jianping  and
      Chen, Wenteng  and
      Zhang, Changwang  and
      Wang, Zhaoxiang  and
      Lou, Xingyu  and
      Zhang, Weinan  and
      Wang, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.380/",
    pages = "8679--8705",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-unlocking-spoken,
    title = "Unlocking the Spoken Style: Mechanistic Localization and Lightweight Control of Orality in {LLM}s",
    author = "Li, Zhigen  and
      Wang, Yanmeng  and
      Peng, Jianxiang  and
      Zhang, Yong  and
      Shi, Dan  and
      Cheng, Ning  and
      Wang, Shaojun  and
      Xiong, Deyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.381/",
    pages = "8706--8726",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-centralkv,
    title = "{C}entral{KV}: Compressing Long-Context {LLM}s via Attention-Graph Centrality",
    author = "Wu, Yusen  and
      Yinjun, Huang  and
      Tan, Jia Yee  and
      Li, Hao  and
      Guo, Rongfeng  and
      Fan, Liang  and
      Luo, Jiachen  and
      Dong, Guangyuan  and
      Xiang, Sike",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.382/",
    pages = "8727--8748",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-visual,
    title = "When Does Visual Generation Help Visual Understanding in Unified Multimodal Models?",
    author = "Zhu, Yubo  and
      Kan, Zhehan  and
      Yang, Jingyi  and
      Chen, Miaolin  and
      Xing, Jinbo  and
      Zhu, Kai  and
      Wang, Zijian  and
      Zhong, Sheng  and
      Tong, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.383/",
    pages = "8749--8788",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-toolgate-token,
    title = "{T}ool{G}ate: Token-Efficient Pre-Call Control for Tool-Augmented Vision-Language Agents",
    author = "Liu, Anjie  and
      Song, Yan  and
      Chen, Zhixun  and
      Gong, Ziqin  and
      Yu, Zhongwei  and
      Wang, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.384/",
    pages = "8789--8803",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-planbench,
    title = "{P}lan{B}ench-{XL}: Evaluating Long-Horizon Planning of {LLM} Tool-Use Agents in Large-Scale Tool Ecosystems",
    author = {Liu, Jiayu  and
      Lin, Qihan  and
      Qian, Cheng  and
      Wang, Rui  and
      Acikgoz, Emre Can  and
      Yang, Xiaocheng  and
      Zong, Qing  and
      Liu, Jiateng  and
      Wang, Zhenhailong  and
      Chen, Xiusi  and
      Ji, Heng  and
      Hakkani-T{\"u}r, Dilek},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.385/",
    pages = "8804--8851",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gu-etal-2026-advantageous,
    title = "Advantageous Parameter Expansion Training Makes Better Large Language Models",
    author = "Gu, Naibin  and
      Chen, Yilong  and
      Zhang, Zhenyu  and
      Fu, Peng  and
      Lin, Zheng  and
      Wang, Shuohuan  and
      Sun, Yu  and
      Wu, Hua  and
      Wang, Weiping  and
      Wang, Haifeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.386/",
    pages = "8852--8874",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-reasoning-confidence,
    title = "Reasoning Confidence Is Not Policy-Invariant: Calibrating Prefix Success under Model and Budget Shift",
    author = "Zhang, Xin  and
      Wei, Qiyu  and
      Yuan, Chenhan  and
      Ananiadou, Sophia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.387/",
    pages = "8875--8891",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-counter,
    title = "Counter-Stereotypic Evidence Is Not Enough: Unequal Uptake in {LLM}s",
    author = "Wu, Jinxuan  and
      Li, Bin  and
      Xue, Xiangyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.388/",
    pages = "8892--8923",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-dualstake,
    title = "{D}ual{S}take: Dual-Path Confidence Calibration in Deep Research Agent",
    author = "Xu, Yinuo  and
      Liang, Yuwei  and
      Cheng, Jianjie  and
      Wang, Meng  and
      Yu, Yongcan  and
      Lu, Shuo  and
      Liang, Jian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.389/",
    pages = "8924--8941",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zuo-etal-2026-legalworld,
    title = "{L}egal{W}orld: A Life-Cycle Interactive Environment for Legal Agents",
    author = "Zuo, Songhan  and
      Yue, Shengbin  and
      Chiang, Tao  and
      LI, Guanying  and
      Song, Yun  and
      Huang, Xuanjing  and
      Wei, Zhongyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.390/",
    pages = "8942--8976",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{song-etal-2026-lq,
    title = "{LQ}-Rewriter: Generative Reward Model-Guided Lazy Query Rewriting for Role-Playing Dialogue",
    author = "Song, Wei  and
      Huang, Zheng  and
      Zhu, Renyu  and
      Wu, Runze  and
      Huang, Zhenya  and
      Mao, Yihuan  and
      Zhang, Rongsheng  and
      Lv, Tangjie  and
      Zhang, Kai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.391/",
    pages = "8977--8994",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hou-etal-2026-learning,
    title = "Learning How to Align: Elastic Domain Adaptation for Improving Reasoning Robustness of Large Language Models",
    author = "Hou, Yujie  and
      Wang, Mei  and
      Zhong, Yaoyao  and
      Li, Guozhang  and
      Zhu, Qiannan  and
      Huang, Hua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.392/",
    pages = "8995--9018",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{he-etal-2026-saeexplainer,
    title = "{SAEE}xplainer: Interpreting {SAE} Features with Activation-Guided Preference Optimization",
    author = "He, Jingyi  and
      Zhao, Haiyan  and
      Shi, Ruxue  and
      Liu, Yanguang  and
      Wang, Xin  and
      Sun, Fei  and
      Du, Mengnan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.393/",
    pages = "9019--9038",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{morabito-etal-2026-rating,
    title = "Rating the Pitch, Not the Product: User Evaluations of {LLM}s Reflect Expectations More Than Performance",
    author = "Morabito, Robert  and
      McDonald, Tyler  and
      Viswanath, Charitra  and
      Hwang, Angel Hsing-Chi  and
      Gaube, Susanne  and
      Kabbara, Jad  and
      Emami, Ali",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.394/",
    pages = "9039--9068",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-vertox,
    title = "{V}er{T}ox: Verifiable Reward-Guided Corpus Poisoning Against Neural Ranking Models",
    author = "Huang, Zhiqi  and
      Datla, Vivek  and
      Xu, Zhichao  and
      Yu, Puxuan  and
      Srikumar, Vivek  and
      Samuel, Alfy",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.395/",
    pages = "9069--9084",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kunilovskaya-etal-2026-annotates,
    title = "Who Annotates in {NLP}? A Large-scale Assessment of Human Annotation Reporting between 2018 and 2025",
    author = "Kunilovskaya, Maria  and
      Bhatia, Gagan  and
      Albertelli, Lisa Sophie  and
      Chen, Yanran  and
      Greisinger, Christian  and
      Kiefer, Lotta  and
      Leiter, Christoph  and
      Roy, Subhadeep  and
      Bizuneh, Tewodros Achamaleh  and
      Manzoor, Muhammad Arslan  and
      Pohl, Sebastian  and
      Hou, Yufang  and
      Eger, Steffen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.396/",
    pages = "9085--9120",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{efimov-zhang-etal-2026-xqdt,
    title = "{XQDT}: e{X}plainable and Quantitative Data-Text Alignment Metric with Feedback Signals",
    author = "Efimov-Zhang, Kun  and
      Song, Yifei  and
      Gardent, Claire",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.397/",
    pages = "9121--9157",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ying-etal-2026-delegated,
    title = "Delegated Misalignment: How Multi-Agent Structures Amplify {LLM} Safety Risks",
    author = "Ying, Zonghao  and
      Yan, Jiaqi  and
      Luo, Huize  and
      Zou, Quanchen  and
      Liu, Aishan  and
      Liu, Xianglong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.398/",
    pages = "9158--9173",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shapiro-etal-2026-halt,
    title = "{HALT}: Hallucination Assessment via Log-probs as Time series",
    author = "Shapiro, Ahmad  and
      Taneja, Karan  and
      Goel, Ashok",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.399/",
    pages = "9174--9190",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sok-etal-2026-garbage,
    title = "Garbage Attention in Large Language Models: {BOS} Sink Heads and Sink-aware Pruning",
    author = "Sok, Jaewon  and
      Yeom, Jewon  and
      Park, Seonghyeon  and
      Park, Jeongjae  and
      Kim, Taesup",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.400/",
    pages = "9191--9212",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{feng-etal-2026-dual,
    title = "Dual-Prompt-Driven Textual Knowledge Graph Generation With Heterogeneous Information Embedding for {CTR} Prediction",
    author = "Feng, Xiling  and
      Liu, Han  and
      Pan, Yinghui  and
      Xu, Zhiwu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.401/",
    pages = "9213--9230",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-summarization,
    title = "Summarization Is Not Dead Yet",
    author = "Liu, Dongqi  and
      Whitehouse, Chenxi  and
      Zhao, Zheng  and
      Cao, Zhuchen  and
      Li, Jian  and
      Wang, Yabiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.402/",
    pages = "9231--9262",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shi-cocarascu-2026-argsum,
    title = "{A}rg{S}um-{X}: A Structure-Aware Benchmark for Argument Summarization and Key Point Analysis",
    author = "Shi, Zhiqiang  and
      Cocarascu, Oana",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.403/",
    pages = "9263--9309",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-steering,
    title = "Steering {LLM} Viewpoints through Fabricated Evidence Injection",
    author = "Yang, Xi  and
      Liu, Chang  and
      Huang, Zhenglin  and
      Li, Haoran  and
      Zhang, Weiming  and
      Weng, Jian  and
      Song, Yangqiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.404/",
    pages = "9310--9326",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lu-etal-2026-relational,
    title = "Relational Linearity is a Predictor of Hallucinations",
    author = "Lu, Yuetian  and
      Liu, Yihong  and
      Gerstner, Sebastian  and
      Hirlimann, Lea  and
      Rohweder, Jonas  and
      Schuetze, Hinrich",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.405/",
    pages = "9327--9345",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-bimtokenizer,
    title = "{B}i{MT}okenizer: Preserving Semantic-Acoustic Balance in Low-Bitrate Speech Tokenization via Bidirectional State-Space Modeling",
    author = "Zhang, Xin  and
      Li, Lin  and
      Liu, Chuanbo  and
      Liu, Jianquan  and
      Lee, Kong Aik",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.406/",
    pages = "9346--9364",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{qi-etal-2026-detection,
    title = "Detection Is Not The End: Personalized Modeling of User Susceptibility to Misinformation",
    author = "Qi, Peng  and
      Yan, Zehong  and
      Hsu, Wynne  and
      Lee, Mong-Li",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.407/",
    pages = "9365--9379",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-bora,
    title = "{BORA}-{BUDGET}: Learning When to Think Under a Token Budget",
    author = "Wang, Zilong  and
      Pan, Kang  and
      Zhang, Xiao  and
      Meng, Erli  and
      Li, Shuai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.408/",
    pages = "9380--9400",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xia-etal-2026-toolspec,
    title = "{T}ool{S}pec: Accelerating Tool Calling via Schema-Aware and Retrieval-Augmented Speculative Decoding",
    author = "Xia, Heming  and
      Li, Yongqi  and
      Du, Cunxiao  and
      Song, Mingbo  and
      Li, Wenjie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.409/",
    pages = "9401--9414",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-tokencliff,
    title = "{T}oken{C}liff: Benchmarking Output-Token Budget Sensitivity in Multi-Turn {LLM} Agents",
    author = "Zhang, Bairui  and
      Liu, Weixuan  and
      Xue, Defan  and
      Zhang, Yongqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.410/",
    pages = "9415--9427",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dai-dong-2026-steal,
    title = "Let Them Steal: Trapping Large Language Model Extraction Attacks with Knowledge Honeypot",
    author = "Dai, Yuyang  and
      Dong, Yushun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.411/",
    pages = "9428--9449",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tsai-etal-2026-promptembedder,
    title = "{P}rompt{E}mbedder: Efficient and Transferable Text Embedding via Dual-{LLM} Soft Prompting",
    author = "Tsai, Yu-Che  and
      Chen, Kuan-Yu  and
      Chen, Yuan-Hao  and
      Chang, Yu-Han  and
      Tsai, Ching-Yu  and
      Chuang, Yu-Hsiang  and
      Lin, Shou-De",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.412/",
    pages = "9450--9464",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{choi-etal-2026-duoprag,
    title = "{D}uo{PRAG}: Rank-Disentangled and Gated Knowledge-Reasoning Fusion",
    author = "Choi, Nakhyeon  and
      Park, Cheoneum  and
      Na, Seung-Hoon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.413/",
    pages = "9465--9489",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-enhancing,
    title = "Enhancing {LLM}s in Predictive Political {QA} with Semi-Structured Data",
    author = "Liu, Yinan  and
      Zhou, Zihan  and
      Jin, Zichun  and
      Wang, Xinyu  and
      Wang, Bin  and
      Yang, Xiaochun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.414/",
    pages = "9490--9503",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{duan-etal-2026-history,
    title = "Who Am {I}? History-Aware Profiles for Student Simulation in Tutoring Dialogues",
    author = "Duan, Zhangqi  and
      Huang, Shuyan  and
      Scarlatos, Alexander  and
      Lee, Jaewook  and
      Woodhead, Simon  and
      Lan, Andrew",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.415/",
    pages = "9504--9521",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yue-etal-2026-prompts,
    title = "Not All Prompts Are Equal: Exploration-Guided Prompt Scaffolding for Multimodal Reinforcement Post-Training",
    author = "Yue, Yuanhao  and
      Ma, Qianli  and
      Wang, Chengyu  and
      Wang, Haoting  and
      Shen, Lei  and
      Huang, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.416/",
    pages = "9522--9539",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fan-etal-2026-ada,
    title = "{A}da-{D}e{VL}: Adaptive Decoupling of Visual and Logical Reasoning Pathways for Efficient {MLLM}s",
    author = "Fan, Haoyuan  and
      Zhao, Jie  and
      Shi, Yufeng  and
      Zhou, Wengang  and
      Li, Houqiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.417/",
    pages = "9540--9562",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-measuring,
    title = "What Are We Measuring in {NLG}? A Meta-Analysis of Evaluation Trends 2020-2025",
    author = {Yang, Jing  and
      Feldhus, Nils  and
      Mohtaj, Salar  and
      Hennig, Leonhard  and
      Wang, Qianli  and
      Metheniti, Eleni  and
      Hakimov, Sherzod  and
      Jakob, Charlott  and
      Solopova, Veronika  and
      Rieck, Konrad  and
      Schlangen, David  and
      M{\"o}ller, Sebastian  and
      Schmitt, Vera},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.418/",
    pages = "9563--9598",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yun-etal-2026-beyond,
    title = "Beyond Safe Answers: Segment-Aware Listwise Alignment for Reasoning Safety in Large Reasoning Models",
    author = "Yun, JungMin  and
      Kwon, Junehyoung  and
      Ryu, Hayeong  and
      Lim, Byeonggeuk  and
      Kwon, Hoejoon  and
      Kim, YoungBin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.419/",
    pages = "9599--9615",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-arca,
    title = "{ARCA}: Attribution-Regularized Causal Alignment for Task-Aware Bias Mitigation",
    author = "Wang, Botao  and
      Li, Lin  and
      Shi, Kaize  and
      Liu, Jiahao  and
      Lyu, Chong  and
      Zhong, Xian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.420/",
    pages = "9616--9633",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-editing,
    title = "Editing Rules in {LLM}s Requires More Than a Localized Update",
    author = "Wang, Yating  and
      Zhao, Wenting  and
      Zhao, Yaqi  and
      Gong, Yongshun  and
      Yin, Yilong  and
      Sun, Haoliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.421/",
    pages = "9634--9650",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cai-etal-2026-caption,
    title = "Caption-once, Frames-on-Demand: Visual-Need Routing for Budget-Aware Agentic Long Video Understanding",
    author = "Cai, Weitong  and
      Zhang, Hang  and
      Huang, Yukai  and
      Xie, Yiqiao  and
      Gao, Shan  and
      Deng, Jiankang  and
      Xu, Songcen  and
      Song, Jifei  and
      Zhang, Zhensong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.422/",
    pages = "9651--9676",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-memguard,
    title = "{M}em{G}uard: Persisting Verifier Signals for {LLM}-Agent Memory Governance",
    author = "Wang, Haoyu  and
      Dong, Guangyuan  and
      He, Liang  and
      Zhang, Zijing  and
      Luo, Jiachen  and
      Xue, Chao  and
      Liu, Chuang  and
      Tang, Hao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.423/",
    pages = "9677--9708",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liang-etal-2026-similar,
    title = "When Similar Means Different: Evaluating {LLM}s on {A}rabic{--}{H}ebrew Cognates",
    author = "Liang, Junhong  and
      Abo Mokh, Noor  and
      Alhafni, Bashar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.424/",
    pages = "9709--9741",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bao-2026-better,
    title = "Better Retrieval, Worse Robustness: How Multi-hop {RAG} Amplifies Upstream {ASR} Errors",
    author = "Bao, Zhenghua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.425/",
    pages = "9742--9756",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xiong-etal-2026-prefilling,
    title = "Prefilling-d{LLM}: Predictive Prefilling for Long-Context Inference in Diffusion Language Models",
    author = "Xiong, Jing  and
      Han, Qi  and
      Gong, Shansan  and
      Hsieh, Yunta  and
      Zheng, Boyuan  and
      Wu, Chengyue  and
      Tao, Chaofan  and
      Zhao, Chenyang  and
      Wong, Ngai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.426/",
    pages = "9757--9774",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guo-etal-2026-mem,
    title = "{T}-Mem: Memory That Anticipates, Not Archives",
    author = "Guo, Weidong  and
      Wang, Dakai  and
      Wang, Zixuan  and
      Liu, Hui  and
      Xu, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.427/",
    pages = "9775--9793",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{maurer-etal-2026-promptology,
    title = "Promptology: A Large-Scale Systematic Analysis of Prompt Elements and Contextual Factors in Argument Generation",
    author = "Maurer, Maximilian  and
      Cotovio, Ana Lisboa  and
      Melis, Matteo  and
      Romberg, Julia  and
      Costa, Aldo  and
      Lapesa, Gabriella",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.428/",
    pages = "9794--9826",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{khandelwal-etal-2026-toolweave,
    title = "{T}ool{W}eave: Structured Synthesis of Complex Multi-Turn Tool-Calling Dialogues",
    author = "Khandelwal, Dinesh  and
      Punnavajhala, Gnana Prakash  and
      Bhargav, G P Shrivatsa  and
      Pandey, Gaurav  and
      Joshi, Sachindra  and
      Karanam, Hima  and
      Raghu, Dinesh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.429/",
    pages = "9827--9861",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{vo-etal-2026-deep,
    title = "Deep and shallow biases in language models",
    author = "Vo, An  and
      Dang, Vy Tuong  and
      Nguyen, Khai-Nguyen  and
      Villa-Cueva, Emilio  and
      Solorio, Thamar  and
      Nguyen, Anh Totti  and
      Kim, Daeyoung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.430/",
    pages = "9862--9886",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-discourse,
    title = "Discourse Dependency: A Continuous Criterion for Translation Difficulty",
    author = "Kim, Ahrii  and
      Park, Chanjun  and
      Kim, Seong-heum",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.431/",
    pages = "9887--9912",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gupta-etal-2026-visual,
    title = "From Visual Cues to Spoken Narration: Rethinking Audio Description",
    author = "Gupta, Akshita  and
      Arora, Aditya  and
      Tombari, Federico  and
      Rohrbach, Marcus  and
      Rohrbach, Anna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.432/",
    pages = "9913--9938",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kohler-etal-2026-read,
    title = "Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results",
    author = "Kohler, Benjamin  and
      Zollikofer, David  and
      Einsiedler, Johanna  and
      Hoyle, Alexander Miserlis  and
      Ash, Elliott",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.433/",
    pages = "9939--9980",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ou-etal-2026-mllms,
    title = "Do {MLLM}s Really See It: Reinforcing Visual Attention in Multimodal {LLM}s",
    author = "Ou, Siqu  and
      Wan, Tianrui  and
      Zhao, Zhiyuan  and
      Gao, Junyu  and
      Li, Xuelong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.434/",
    pages = "9981--9997",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-beyond-single,
    title = "Beyond a Single Story: Meta-Reviewing Sparse and Incomplete User-generated Contents for Recommendation",
    author = "Wang, Hongren  and
      Wei, Tianjun  and
      Du, Yingpeng  and
      Zhang, Jie  and
      Leng, Theng Yin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.435/",
    pages = "9998--10013",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{steindl-etal-2026-post,
    title = "Post-hoc Alignment of {LLM}-judges to Human Judgment Distribution",
    author = "Steindl, Sebastian  and
      Voskarides, Nikos  and
      Gasparin, Alberto  and
      Marcheggiani, Diego",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.436/",
    pages = "10014--10037",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-time,
    title = "Time is Not a Label: Continuous Phase Rotation for Temporal Knowledge Graphs and Agentic Memory",
    author = "Li, Weixian Waylon  and
      Zhang, Jiaxin  and
      Yang, Xianan Jim  and
      Ma, Tiejun  and
      Guo, Steven Y.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.437/",
    pages = "10038--10061",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-profiles,
    title = "From Profiles to Steering Vectors: Global Sparse Priors and Local Semantic Calibration for Personalized Text Generation",
    author = "Chen, Liuji  and
      Zhang, Zeyu  and
      Zhang, Xinyuan  and
      Nie, Shuai  and
      Liu, Qiang  and
      Wu, Shu  and
      Wang, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.438/",
    pages = "10062--10082",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{abdallah-etal-2026-large,
    title = "Large Language Models Systematically Favor Popular Options: Evidence and Mitigation Across {MCQ}s",
    author = "Abdallah, Abdelrahman  and
      Ali, Mohammed  and
      Piryani, Bhawna  and
      Abdalla, Mahmoud  and
      Jatowt, Adam",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.439/",
    pages = "10083--10115",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{miranda-etal-2026-polyglot,
    title = "Polyglot Teachers: Evaluating Language Models for Multilingual Synthetic Data Generation",
    author = "Miranda, Lester James Validad  and
      Vuli{\'c}, Ivan  and
      Korhonen, Anna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.440/",
    pages = "10116--10144",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{song-etal-2026-cross,
    title = "Cross-lingual Biography Enrichment via Claim Extraction and Alignment",
    author = "Song, Yifei  and
      Chen, Ziyang  and
      Sayilov, Emil  and
      Gardent, Claire",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.441/",
    pages = "10145--10195",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{de-lange-etal-2026-unified,
    title = "Unified Work Embeddings: Contrastive Learning of a Bidirectional Multi-task Ranker",
    author = "De Lange, Matthias  and
      Veys, Warre  and
      Decorte, Jens-Joris  and
      Van Hautte, Jeroen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.442/",
    pages = "10196--10213",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-kazakov-2026-peak,
    title = "Peak-Then-Collapse and the Four Interface Channels of Knowledge-Graph Tool Use",
    author = "Sun, Tianda  and
      Kazakov, Dimitar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.443/",
    pages = "10214--10230",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tan-etal-2026-papo,
    title = "{PAPO}: Stabilizing Rubric Integration Training via Decoupled Advantage Normalization",
    author = "Tan, Zelin  and
      Yu, Zhouliang  and
      Lin, Bohan  and
      Geng, Zijie  and
      Geng, Hejia  and
      Zhang, Yudong  and
      Zhang, Mulei  and
      Chen, Yang  and
      Hu, Shuyue  and
      Yin, Zhenfei  and
      Zhang, Chen  and
      Bai, Lei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.444/",
    pages = "10231--10249",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{occhipinti-etal-2026-stranger,
    title = "Stranger, Fan, or Peer? A Systematic Study on the Role of Interlocutor in Persona-Based Dialogue Generation",
    author = "Occhipinti, Daniela  and
      Nissim, Malvina  and
      Guerini, Marco",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.445/",
    pages = "10250--10270",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{niu-etal-2026-black,
    title = "Black-Box Membership Inference via Word-Level Probability Estimation",
    author = "Niu, Shengjie  and
      Ge, Yeheng  and
      Huang, Jian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.446/",
    pages = "10271--10287",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{steindl-etal-2026-task,
    title = "Does task decomposition improve automatic {NLG} evaluation?",
    author = "Steindl, Sebastian  and
      Voskarides, Nikos  and
      Gasparin, Alberto  and
      Marcheggiani, Diego",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.447/",
    pages = "10288--10301",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-many,
    title = "How Many Pixels Is a Digit Worth? Place-Aware Coordinate Entropy for {GUI} Agent Confidence Estimation",
    author = "Li, Yunxiang  and
      Wu, Xixin  and
      Meng, Helen M.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.448/",
    pages = "10302--10315",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-co,
    title = "Co-Evolutionary Prompt Optimization with Cross-Category Transfer for Zero-Shot Anomaly Detection",
    author = "Zhu, Sisi  and
      Yu, Changwei  and
      Tao, Renshuai  and
      Ni, Zhenliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.449/",
    pages = "10316--10340",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tabassum-etal-2026-urdummlu,
    title = "{U}rdu{MMLU}: A Massive Multitask Benchmark for {U}rdu Language Understanding",
    author = "Tabassum, Ahmer  and
      Ahmad, Sarfraz  and
      Iqbal, Hasan  and
      Aijaz, Owais  and
      Ahsan, Momina  and
      Nakov, Preslav",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.450/",
    pages = "10341--10370",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liang-etal-2026-adwin,
    title = "{ADWIN}: Adaptive Windows for Horizon-Aware On-Policy Distillation",
    author = "Liang, Kun  and
      Tang, Chenming  and
      Bai, Clive  and
      Liu, Weijie  and
      Yang, Saiyong  and
      Wu, Yunfang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.451/",
    pages = "10371--10389",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{moll-etal-2026-grasp,
    title = "{GRASP}: Gated Regression-Aware Skill Proposer for Self-Improving {LLM} Agents",
    author = "Moll, Johannes  and
      Corbeil, Jean-Philippe  and
      Pan, Jiazhen  and
      Hadamitzky, Martin  and
      Rueckert, Daniel  and
      Adams, Lisa C.  and
      Bressem, Keno",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.452/",
    pages = "10390--10415",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{rocchetti-ferrara-2026-llms,
    title = "How {LLM}s Follow Instructions: Skillful Coordination, Not a Universal Mechanism",
    author = "Rocchetti, Elisabetta  and
      Ferrara, Alfio",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.453/",
    pages = "10416--10432",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{qiao-etal-2026-validator,
    title = "Validator-Guided Decoding for Multi-Hop Knowledge Editing",
    author = "Qiao, Shanbao  and
      Liu, Xuebing  and
      Na, Seung-Hoon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.454/",
    pages = "10433--10449",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gerstner-etal-2026-weakening,
    title = "Weakening Neurons: An Input-Output Functionality in Transformers with Outsize Influence",
    author = "Gerstner, Sebastian  and
      AlQuabeh, Hilal  and
      Inui, Kentaro  and
      Schuetze, Hinrich",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.455/",
    pages = "10450--10494",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ding-etal-2026-invisible,
    title = "Invisible to Humans, Triggered by Agents: Stealthy Jailbreak Attacks on Mobile Vision{--}Language Agents",
    author = "Ding, Renhua  and
      Yang, Xiao  and
      Fang, Zhengwei  and
      Luo, Jun  and
      He, Kun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.456/",
    pages = "10495--10511",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fu-etal-2026-latentmem,
    title = "{L}atent{M}em: Customizing Latent Memory for Multi-Agent Systems",
    author = "Fu, Muxin  and
      Xue, Xiangyuan  and
      Li, Yafu  and
      He, Zefeng  and
      Huang, Siyuan  and
      Qu, Xiaoye  and
      Cheng, Yu  and
      Yang, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.457/",
    pages = "10512--10533",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-novel,
    title = "A Novel Semantic Manifold Alignment Attack against Embedding-to-Embedding Obfuscation in Privacy-Preserving {LLM}s",
    author = "Li, Sicong  and
      Yao, Lingfeng  and
      Yang, Xingke  and
      Tu, Ke  and
      Wu, Chenhao  and
      Wang, Hao  and
      Liu, Jiang  and
      Lin, Phone  and
      Fu, Xin  and
      Pan, Miao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.458/",
    pages = "10534--10550",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{su-etal-2026-tablecache,
    title = "{T}able{C}ache: Primary Foreign Key Guided {KV} Cache Precomputation for Low Latency Text-to-{SQL}",
    author = "Su, Jinbo  and
      Hu, Yuxuan  and
      Li, Cuiping  and
      Chen, Hong  and
      Li, Jia  and
      Ma, Lintao  and
      Zhang, Jing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.459/",
    pages = "10551--10563",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{abdallah-etal-2026-smallreason,
    title = "{S}mall{R}eason-{C}ol{BERT}: An Ultra-Small Late-Interaction Retriever for Reasoning Intensive Retrieval",
    author = "Abdallah, Abdelrahman  and
      Ali, Mohammed  and
      Jatowt, Adam",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.460/",
    pages = "10564--10575",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{qi-etal-2026-metarag,
    title = "{M}eta{RAG}: Belief-Action Aligned Policy Optimization for Agentic {RAG}",
    author = "Qi, Qiuyi  and
      Liang, Tian  and
      Wang, Jiamu  and
      Zhang, Jinjian  and
      Zhou, Wei  and
      Zhu, Pengcheng  and
      Mo, Linjian  and
      Kong, Ming  and
      Liu, Jie  and
      Zhu, Qiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.461/",
    pages = "10576--10597",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-nestedkv,
    title = "{N}ested{KV}: Nested Memory Routing for Long-Context {KV} Cache Compression",
    author = "Chen, Hong  and
      Liu, Xiang  and
      Gao, Yubo  and
      Fan, Yuxuan  and
      Wang, Bo  and
      Chu, Yuanlin  and
      Lin, Yuanguo  and
      Hu, Xuming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.462/",
    pages = "10598--10614",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-beyond-input,
    title = "Beyond Input Understanding: Diagnosing Multilingual Mathematical Reasoning with Directed Acyclic Trace Graphs",
    author = "Zhang, Jiaqiao  and
      Li, Zhoujun  and
      Zhao, Raoyuan  and
      Lan, Jian  and
      Seidl, Thomas  and
      Hedderich, Michael A.  and
      Schuetze, Hinrich  and
      Liu, Yihong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.463/",
    pages = "10615--10639",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-rollouts,
    title = "From Rollouts to Recipes: Self-Contained Post-Training for {LLM}s",
    author = "Li, Yifei  and
      Zhang, Lingling  and
      Huang, Muye  and
      Ma, Zihan  and
      Liu, Jiashuai  and
      Liu, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.464/",
    pages = "10640--10654",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yan-etal-2026-bottleneck,
    title = "When the Bottleneck Shifts: Diagnosing and Closing Information Gaps in Interactive Text-to-{SQL}",
    author = "Yan, Mengyi  and
      Ma, Zhinian  and
      Wang, Yue  and
      Wang, Yaoshu  and
      Zhu, Xiaoke  and
      Wang, Zizhe  and
      Zhou, Haoyi  and
      Chen, Zhumin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.465/",
    pages = "10655--10687",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ren-etal-2026-tbls,
    title = "{TBLS}: Transition-Based Language Similarity through Activation Perturbation",
    author = "Ren, Tao  and
      Bjerva, Johannes  and
      Li, Qiongxiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.466/",
    pages = "10688--10707",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-medqa,
    title = "{M}ed{QA}-{MM}: Shortcuts Behind Medical Visual Reasoning",
    author = "Wang, Benlu  and
      Zhang, Yifan  and
      Yu, Jiaqing  and
      Ong, Chin Siang  and
      Huang, Juncheng  and
      Li, Zhuohao  and
      Zhang, Zhenyu  and
      Cohan, Arman  and
      yu, Hong  and
      Yao, Zonghai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.467/",
    pages = "10708--10758",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-mechanism,
    title = "Mechanism Alignment for Socially Embedded Decision Making in {LLM}s",
    author = "Liu, Jiaxin  and
      Wu, Yuhe  and
      Xie, Yixuan  and
      Xiao, Hanzhi  and
      ma, Zeyu  and
      GU, Wenqing  and
      Xian, Zeheng  and
      Zhang, Guang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.468/",
    pages = "10759--10779",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-etal-2026-mmedagentbench,
    title = "{MM}ed{A}gent{B}ench: A Multi-Stage Benchmark for Evaluating {LLM}-based Medical Agents",
    author = "Sun, Lu  and
      Zhang, Xiangyi  and
      Zhu, Xiangyang  and
      Ji, Kaiyuan  and
      Chen, Zijian  and
      Hu, Qiang  and
      Zhang, Zicheng  and
      Tian, Yuan  and
      Zhai, Guangtao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.469/",
    pages = "10780--10793",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cheng-etal-2026-optimas,
    title = "{O}pti{MAS}: Automatically Optimize Multi-Agent System",
    author = "Cheng, Yuxin  and
      Liu, Chang  and
      Yu, Hanxin  and
      Tan, Haochen  and
      Wu, Taiqiang  and
      Jin, Weiqiang  and
      Ran, Jie  and
      Wang, Kaibo  and
      Li, Xiaoguang  and
      Bai, Haoli  and
      Chesi, Graziano  and
      Wong, Ngai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.470/",
    pages = "10794--10821",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-vlms,
    title = "Do {VLM}s Share Safety Neurons Across Modalities?",
    author = "Li, Jiaxuan  and
      Zhang, Jiahao  and
      Vo, Duc Minh  and
      Nguyen, Huy H.  and
      Kavumba, Pride  and
      Wataoka, Koki",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.471/",
    pages = "10822--10837",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yao-etal-2026-ocgquant,
    title = "{OCGQ}uant: Outlier-Companion Grouping for {NVFP}4 Quantization",
    author = "Yao, Yishan  and
      Li, Binjun  and
      Yi, Hanling  and
      Li, Pengyu  and
      Liu, Xiaoqing  and
      Yang, Zihan  and
      Yu, Xiaotian  and
      Yu, Zhiwen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.472/",
    pages = "10838--10855",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-benchmarking-llm,
    title = "Benchmarking {LLM}-as-a-Judge for Long-Form Output Evaluation",
    author = "Chen, Junjie  and
      Dong, Yuxi  and
      Li, Haitao  and
      Su, Weihang  and
      Zhou, Yujia  and
      Zhang, Min  and
      Liu, Yiqun  and
      Ai, Qingyao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.473/",
    pages = "10856--10873",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tu-etal-2026-paperaudit,
    title = "{P}aper{A}udit-Bench: Benchmarking Error Detection in Research Papers for Critical Automated Peer Review",
    author = "Tu, Songjun  and
      Ma, Yiwen  and
      Lin, Jiahao  and
      Zhang, Qichao  and
      Lan, Xiangyuan  and
      Li, Junfeng.  and
      Xu, Nan  and
      Li, Linjing  and
      Zhao, Dongbin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.474/",
    pages = "10874--10912",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-last-step,
    title = "Last Step Matters: Early Uncertainty Cannot Predict Failure in Long-Horizon Agents",
    author = "Li, Zongyue  and
      Yu, Chengyue  and
      Zang, Lei  and
      Zhuang, Chenyi  and
      Mo, Linjian  and
      Gan, Leilei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.475/",
    pages = "10913--10931",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{seong-etal-2026-vlms,
    title = "When {VLM}s `Fix' Students: Identifying and Penalizing Over-Correction in the Evaluation of Multi-line Handwritten Math {OCR}",
    author = "Seong, Jin  and
      Liermann, Wencke  and
      Kim, Minho  and
      Shin, Jong-hun  and
      Lim, Soojong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.476/",
    pages = "10932--10953",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jung-etal-2026-camodocs,
    title = "{C}amo{D}ocs: A Poisoning Attack Against Retrieval-Augmented Language Models Using Camouflaged Documents",
    author = "Jung, Jaewon  and
      Zheng, Haizhong  and
      Jang, Hongsun  and
      Song, Jaeyong  and
      Chen, Beidi  and
      Lee, Jinho",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.477/",
    pages = "10954--10979",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{abdallah-etal-2026-moca,
    title = "{M}o{CA}-Agent: A Market-of-Claims Code Agent for Financial and Numerical Reasoning",
    author = "Abdallah, Abdelrahman  and
      Elmadany, AbdelRahim A.  and
      Al Natour, Sameh  and
      Cavusoglu, Hasan  and
      Jatowt, Adam  and
      Abdul-Mageed, Muhammad",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.478/",
    pages = "10980--11009",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-open-human,
    title = "Open Human Value Mining: Constrained Argument Extraction and Value Concept Induction with {LLM}s",
    author = "Wang, Shuo  and
      Fu, Binghao  and
      Zhang, Ruikang  and
      Wang, Jun  and
      Su, Qi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.479/",
    pages = "11010--11026",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lin-etal-2026-pgpo,
    title = "{PGPO}: Prototype-Guided Progressive Obfuscation for Privacy-Preserving {LLM}-Enhanced Recommendation",
    author = "Lin, Shengxiang  and
      Su, Jiajie  and
      Zhou, Pengyang  and
      Chen, Xiang  and
      Zheng, Xiaolin  and
      Tian, Feng  and
      Chen, Chaochao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.480/",
    pages = "11027--11046",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-multi-source,
    title = "Multi-Source Retrieval and Reasoning for Legal Sentencing Prediction",
    author = "Chen, Junjie  and
      Li, Haitao  and
      Zhang, Qilei  and
      Li, Zhenghua  and
      Zhang, Ya  and
      Zhou, Quan  and
      Luo, Cheng  and
      Liu, Yiqun  and
      Zhang, Min  and
      Wu, Yueyue  and
      Guo, Dongsheng  and
      Ai, Qingyao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.481/",
    pages = "11047--11062",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{teng-etal-2026-pathsoft,
    title = "{P}ath{S}oft: Hybrid Soft Prompting with Ranked Reasoning Paths for Knowledge Graph Question Answering",
    author = "Teng, Yan  and
      Zhou, Xiaoding  and
      Zhang, Jinshuo  and
      Lian, Ying  and
      Chen, Guoqiang  and
      Guan, Hongjiao  and
      Zhang, Weiyu  and
      Lu, Wenpeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.482/",
    pages = "11063--11080",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{iqbal-etal-2026-medsnip,
    title = "{M}ed{SNIP}: Building and Benchmarking Snippet-Level Granularity for Medical Fact Verification",
    author = "Iqbal, Hasan  and
      Ahmad, Sarfraz  and
      Kim, Hyunjae  and
      Park, Sihyeon  and
      Liao, Junjie  and
      Chen, Qingyu  and
      Nakov, Preslav  and
      Wang, Yuxia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.483/",
    pages = "11081--11104",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{rovera-etal-2026-research,
    title = "Research Design Tracking and Assessment for the Social Sciences",
    author = "Rovera, Marco  and
      Burlacu, Sergiu  and
      Cappelletti, Dominique  and
      Tomelleri, Alessio  and
      Marzadro, Sonia  and
      Bazzoli, Martina  and
      Tassi, Annalisa  and
      Gagete-Miranda, Jessica",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.484/",
    pages = "11105--11135",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{moerman-etal-2026-contragand,
    title = "{C}ontra{GAND}: Auditing and Repairing Gender Ambiguity Failures in {LLM}s with Neurosymbolic Contrastive Data Augmentation",
    author = "Moerman, Thomas  and
      Gkovedarou, Eleni  and
      Hackenbuchner, Jani{\c{c}}a",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.485/",
    pages = "11136--11159",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jia-etal-2026-weakest,
    title = "The Weakest Link Tells It All: Outcome-Supervised Process Reward Modeling via Learnable Credit Assignment",
    author = "Jia, Tianyu  and
      Fang, Yue  and
      Ding, Hongxin  and
      Qiu, Rihong  and
      Yang, Zhibang  and
      Wu, Zhijing  and
      Zhao, Junfeng  and
      Wang, Yasha  and
      Chu, Xu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.486/",
    pages = "11160--11192",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kang-etal-2026-reactivating,
    title = "Reactivating Test-Time Scaling for Plane Geometry Problem Solving",
    author = "Kang, Xiaoqiang  and
      Wu, Shengen  and
      Ning, Maizhen  and
      Jin, Xiaobo  and
      Huang, Kaizhu  and
      Yue, Yutao  and
      Huang, Xiaowei  and
      Wang, Qiufeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.487/",
    pages = "11193--11211",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-rambow-2026-seeing,
    title = "When Seeing Is Not Enough: Benchmarking Interactive Visual Grounding in {LVLM}s",
    author = "Wang, Zhengxiang  and
      Rambow, Owen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.488/",
    pages = "11212--11240",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{su-etal-2026-measuring,
    title = "Measuring Data Diversity with Embeddings: A Taxonomy and Benchmark for Diversity Measures",
    author = "Su, Cantao  and
      Wegmann, Anna  and
      Ploeger, Esther  and
      Nguyen, Dong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.489/",
    pages = "11241--11271",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lu-etal-2026-omniinteract,
    title = "{O}mni{I}nteract: Benchmarking Real-World Streaming Interaction for Real-Time Omnimodal Assistants",
    author = "Lu, Xudong  and
      Li, Xueying  and
      Wang, Annan  and
      Bo, Yang  and
      Chen, Jinpeng  and
      Li, Zengliang  and
      Yang, Nianzu  and
      Liu, Rui  and
      Yang, Xue  and
      Hou, Jingwen  and
      Li, Hongsheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.490/",
    pages = "11272--11293",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tu-etal-2026-dynamic,
    title = "Dynamic Dual-Granularity Skill Bank for Agentic {RL}",
    author = "Tu, Songjun  and
      Xu, Chengdong  and
      Zhang, Qichao  and
      Zhang, Yaocheng  and
      Lan, Xiangyuan  and
      Li, Linjing  and
      Li, Dong  and
      Zhao, Dongbin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.491/",
    pages = "11294--11315",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-dart,
    title = "{DART}: Low-Latency Parallel Drafting with Continuity-Aware Tree Pruning for Speculative Decoding",
    author = "Liu, Fuliang  and
      Li, Xue  and
      Zhao, Ketai  and
      Gao, Yinxi  and
      Zhou, Ziyan  and
      Zhang, Zhonghui  and
      Dou, Wanchun  and
      Zhong, Sheng  and
      Wang, Zhibin  and
      Tian, Chen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.492/",
    pages = "11316--11331",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fiumano-etal-2026-multilingual,
    title = "The Multilingual {F}rame{N}et Corpus",
    author = "Fiuman{\`o}, Beatrice  and
      Lazzari, Nicolas  and
      Ponzetto, Simone Paolo  and
      Presutti, Valentina",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.493/",
    pages = "11332--11347",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{abdalla-etal-2026-obliq,
    title = "{OBLIQ}-{IR}: Training a Dense Retriever for Oblique Queries",
    author = "Abdalla, Mahmoud  and
      Abdallah, Abdelrahman  and
      Sedek, Shaimaa  and
      Jatowt, Adam",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.494/",
    pages = "11348--11369",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mao-etal-2026-scaling,
    title = "When Scaling Fails: Mitigating Audio Perception Decay of {LALM}s via Multi-Step Perception-Aware Reasoning",
    author = "Mao, Ruixiang  and
      Ma, Xiangnan  and
      Chen, Dan  and
      Zhu, Ziming  and
      Ge, Yuan  and
      Zhao, Haishu  and
      Hao, AoKai  and
      Huo, Yifu  and
      Yang, Qing  and
      Chang, Kaiyan  and
      Liu, Xiaoqian  and
      Wang, Chenglong  and
      Shan, Weiqiao  and
      He, Qiaozhi  and
      Li, Changliang  and
      Yu, Zhengtao  and
      Xiao, Tong  and
      Zhu, JingBo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.495/",
    pages = "11370--11393",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-csavocoder,
    title = "{CSAV}ocoder: A Causal Spatial Audio Vocoder Towards Real-Time Spatial Audio Generation",
    author = "Zhu, Zhiyuan  and
      Wang, Han  and
      Guo, Wenxiang  and
      Zhang, Yu  and
      Pan, Changhao  and
      Yang, Rui  and
      Zhao, Zhou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.496/",
    pages = "11394--11416",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-flexislm,
    title = "{F}lexi{SLM}: A Spoken Language Model with Dynamic and Controllable Frame Rates",
    author = "Li, Jiaqi  and
      Wang, Chaoren  and
      Tian, Xiaohai  and
      Chen, Mingjie  and
      Liang, Xinyu  and
      Li, Xu  and
      Lin, Yufan  and
      Qiu, Junwen  and
      Zhang, Jun  and
      Lu, Lu  and
      Wu, Zhizheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.497/",
    pages = "11417--11440",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liang-etal-2026-compounds,
    title = "Do Compounds and Phrases Follow the Same Combinatorial Principles? What a Multi-Dimensional Probing Reveals for {C}hinese",
    author = "Liang, Qiliang  and
      Liang, Zhong  and
      Wang, Hansi  and
      Liu, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.498/",
    pages = "11441--11461",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{schorr-etal-2026-humans,
    title = "When Humans and {LLM}s Disagree: Understanding Human-{LLM} Disagreement in Learner Intent Annotation for Educational Chatbot Dialogues",
    author = "Schorr, Isabel  and
      Bardach, Lisa  and
      Gao, Haoxiang  and
      Kasneci, Enkelejda",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.499/",
    pages = "11462--11487",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{han-etal-2026-less,
    title = "When Less is More: Understanding When Token Filtering Helps and Fails in {AI}-generated Text Detection",
    author = "Han, Xiaoyang  and
      Xu, Lvxiaowei  and
      Cai, Ming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.500/",
    pages = "11488--11504",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-stephanie2,
    title = "{S}tephanie2: Thinking, Waiting, and Making Decisions Like Humans in Step-by-Step {AI} Social Chat",
    author = "Yang, Hao  and
      Lu, Hongyuan  and
      Yang, Dingkang  and
      Yang, Wenliang  and
      Sun, Peng  and
      Zuo, Wei  and
      Zhang, Xiaochuan  and
      Xiao, Jun  and
      He, Kefan  and
      Lam, Wai  and
      Liu, Yang  and
      Zeng, Xinhua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.501/",
    pages = "11505--11522",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ling-etal-2026-correct,
    title = "Correct Prediction, Wrong Steps? Consensus Reasoning Knowledge Graph for Robust Chain-of-Thought Synthesis",
    author = "Ling, Zipeng  and
      Liu, Shuliang  and
      Son, Seonil  and
      Fu, Shenghong  and
      Tang, Yuehao  and
      Wan, Yao  and
      Hu, Xuming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.502/",
    pages = "11523--11554",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-aggregate,
    title = "Aggregate While Searching: Online Partial-Trajectory Aggregation for Long-Horizon {LLM} Search Agents",
    author = "Liu, Feixue  and
      Chen, Ruoyu  and
      Cui, Songyi  and
      Yan, Yimo  and
      Kuo, Yong-Hong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.503/",
    pages = "11555--11570",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ikhwantri-marijan-2026-use,
    title = "Why and When to Use Statistical Significance in Explanation Evaluation: A Systematic Survey and Guidelines for Explainable {NLP}",
    author = "Ikhwantri, Fariz  and
      Marijan, Dusica",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.504/",
    pages = "11571--11595",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lei-etal-2026-truth,
    title = "Truth or Tribe: How In-group Favoritism Prioritize Facts in Persona Agents",
    author = "Lei, Shijun  and
      Wang, Hongyu  and
      Liang, Yunji  and
      Zheng, Haowen  and
      Guo, Bin  and
      Yu, Zhiwen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.505/",
    pages = "11596--11617",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-causaltad,
    title = "{C}ausal{TAD}: Injecting Causal Knowledge into Large Language Models for Tabular Anomaly Detection",
    author = "Wang, Ruiqi  and
      Liu, Ruikang  and
      Chen, Runyu  and
      Suo, Haoxiang  and
      Peng, Zhiyi  and
      Tang, Zhuo  and
      Chen, Changjian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.506/",
    pages = "11618--11636",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xiao-etal-2026-gsem,
    title = "{GSEM}: Graph-based Self-Evolving Memory for Experience Augmented Clinical Reasoning",
    author = "Xiao, Han  and
      Fan, Yuzheng  and
      Zhao, Sendong  and
      Wang, Haochun  and
      Qin, Bing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.507/",
    pages = "11637--11660",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{karouzos-etal-2026-empirical,
    title = "An Empirical Study on Preference Tuning Generalization and Diversity Under Domain Shift",
    author = "Karouzos, Constantinos  and
      Tan, Xingwei  and
      Aletras, Nikolaos",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.508/",
    pages = "11661--11681",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-evidence,
    title = "Evidence Laundering: Deep Research Agents Mistake Correlated Sources for Independent Evidence",
    author = "Zhou, Ruihua  and
      Huang, Hao  and
      Zheng, Yijie  and
      Luo, JiaTang  and
      Li, Yunpeng  and
      Liu, Yuling  and
      Du, Dan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.509/",
    pages = "11682--11693",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-summoning,
    title = "Summoning the Oracle to Slay It: Mitigating Look-Ahead Bias in Financial Backtesting with Large Language Models",
    author = "Li, Weixian Waylon  and
      Wang, Mengyu  and
      Ma, Tiejun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.510/",
    pages = "11694--11713",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ma-etal-2026-every,
    title = "Every Time {I} Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors",
    author = "Ma, Jianfei  and
      Feng, Zhaoxin  and
      Chersoni, Emmanuele  and
      Chen, Si",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.511/",
    pages = "11714--11750",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-topoalign,
    title = "{T}opo{A}lign: A Framework for Aligning Code to Math via Topological Decomposition",
    author = "Li, Yupei  and
      Borchert, Philipp  and
      Lampouras, Gerasimos",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.512/",
    pages = "11751--11768",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lv-etal-2026-beyond-sft,
    title = "Beyond {SFT}-Optimality: Cold-Start Data Selection for Reinforcement Learning via Gradient Subspace Coverage",
    author = "Lv, Haisheng  and
      Su, Zikun  and
      Liu, Jingbang  and
      Huang, Zilu  and
      Liu, Xinzhang  and
      Deng, Wenmin  and
      Zhao, Yu  and
      Wang, Chao  and
      Song, Shuangyong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.513/",
    pages = "11769--11789",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-llm,
    title = "{LLM} Agents as Computational Typologists",
    author = "Yang, Changbing  and
      Hammerly, Christopher  and
      Shi, Freda  and
      Zhu, Jian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.514/",
    pages = "11790--11815",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{won-hu-2026-personas,
    title = "Personas Differ from Native-Language Generation: Language Pathways Shape {LLM} Interpersonal Advice",
    author = "Won, Jinhee  and
      Hu, Xinlan Emily",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.515/",
    pages = "11816--11851",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sourirajan-etal-2026-beyond,
    title = "Beyond the Vacuum: Combinatorial Strategy Selection for Competitor-Aware Generative Engine Optimization",
    author = "Sourirajan, Vaibhav  and
      Zhang, Yao  and
      Kumar, Himanshu  and
      Wadhwa, Sahil  and
      Patel, Mann  and
      Iranitalab, Amirfarrokh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.516/",
    pages = "11852--11871",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{holdcroft-etal-2026-magnitude,
    title = "The Magnitude Mirage: Rethinking Confidence for Reasoning-Intensive Retrieval",
    author = "Holdcroft, Jamie  and
      Abdallah, Abdelrahman  and
      Jatowt, Adam",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.517/",
    pages = "11872--11892",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jiang-etal-2026-cofie,
    title = "{C}o{F}i{E}: Coarse-to-Fine Evidence Selection for Efficient Streaming Video Understanding",
    author = "Jiang, Jing  and
      Ling, Yiran  and
      Li, Ruonan  and
      Stamoulis, Dimitrios  and
      Liu, Jie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.518/",
    pages = "11893--11905",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhuang-etal-2026-one,
    title = "One-Token Verification for Reasoning Correctness Estimation",
    author = "Zhuang, Zhan  and
      Wang, Xiequn  and
      Chen, Zebin  and
      Ye, Feiyang  and
      Wei, Ying  and
      Ma, Kede  and
      Zhang, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.519/",
    pages = "11906--11930",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-universal,
    title = "Universal Activation Verbalizer: A Unified Framework for Cross-Model Activation Explanation",
    author = "Zhao, Haiyan  and
      He, Zirui  and
      Wang, Guanchu  and
      Payani, Ali  and
      Li, Yingcong  and
      Du, Mengnan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.520/",
    pages = "11931--11959",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-bridging,
    title = "Bridging the Consistency Gap: A Noun Bank Augmented Framework for Low-Cost Long Text Translation",
    author = "Chen, Tao  and
      Zheng, Mao  and
      Li, Zheng  and
      Zheng, Zhang  and
      Lv, Bo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.521/",
    pages = "11960--11977",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zeng-etal-2026-evaluating,
    title = "Evaluating and Improving {LLM} Self-Modeling",
    author = "Zeng, Siqi  and
      Assis, Andre N.  and
      Wang, Rowan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.522/",
    pages = "11978--12062",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{becker-etal-2026-stick,
    title = "Stick to What You Know: A Study of Knowledge-Aligned Supervised Fine-Tuning",
    author = {Becker, Arthur  and
      Kemmler, Jakob  and
      Thulke, David  and
      Sch{\"a}fer, Christine  and
      Dugast, Christian  and
      Ney, Hermann},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.523/",
    pages = "12063--12099",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lu-etal-2026-one-size,
    title = "One Size Does Not Fit All: Token-Wise Adaptive Compression for {KV} Cache",
    author = "Lu, Liming  and
      Qiu, Kaixi  and
      Zhou, Jiayu  and
      Kai, Jushi  and
      Zhang, Haoyan  and
      Wang, Jingzhi  and
      Wang, Huanyu  and
      Jiang, Bo  and
      Leng, Jingwen  and
      He, Ziwei  and
      Lin, Zhouhan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.524/",
    pages = "12100--12114",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gu-etal-2026-writ,
    title = "{WRIT}: Write-Read Intensive Trajectory Synthesis for Multi-Turn User-Facing Agents",
    author = "Gu, Hengrui  and
      Han, Xiaotian  and
      Zhou, Kaixiong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.525/",
    pages = "12115--12134",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xie-lin-2026-beyond,
    title = "Beyond: Better-than-Full-Precision {KV} Caches via Learnable Non-Uniform Quantization as Implicit Regularization",
    author = "Xie, Yuhao  and
      Lin, Mingjie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.526/",
    pages = "12135--12158",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{qi-2026-less,
    title = "When Less Is More: An Empirical Study of Minimal Responses in Counseling Dialogues and the Behavior of {LLM}s",
    author = "Qi, Zhiyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.527/",
    pages = "12159--12173",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-plasticity,
    title = "Plasticity without Collapse: Plasticity-Inducing Control Optimizer for Cross-Lingual Continual Pre-Training",
    author = "Kim, Sumin  and
      Song, Minjun  and
      Lee, Surin  and
      Rahman, S M Wahidur  and
      Lee, Yongtae  and
      Choi, Haeung  and
      Lee, Heung-No",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.528/",
    pages = "12174--12203",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{voronkova-etal-2026-codetd,
    title = "{C}ode{TD}: Topology of Attention Detects Hallucinations in Code {LLM}s",
    author = "Voronkova, Daria  and
      Trofimov, Ilya  and
      Dmitriev, Anton  and
      Tulchinskii, Eduard  and
      Burnaev, Evgeny  and
      Barannikov, Serguei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.529/",
    pages = "12204--12232",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{albarede-etal-2026-earal,
    title = "{EARAL}: Efficient Attribution of Retrieval-Augmented Answer Generation using Logits",
    author = "Albarede, Lucas  and
      Moreno, Jose G  and
      Tamine, Lynda  and
      Lefeuvre, Luce",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.530/",
    pages = "12233--12247",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-htam,
    title = "{HTAM}: Hierarchical Transition-Attended Memory for Operator Optimization",
    author = "Zhang, Yining  and
      Yi, Mingyang  and
      Wang, Chen  and
      Xiang, Xuwen  and
      Jia, Tianhe  and
      Dan, Zedong  and
      Zong, Chengqing  and
      Wang, Yue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.531/",
    pages = "12248--12272",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-tracemia,
    title = "{T}race{MIA}: Interpretable Membership Inference Attack via Lexical Patterns in Reasoning Traces",
    author = "Zhang, Bo  and
      Wu, Yongtang  and
      Liu, Ning  and
      Zhang, Jun  and
      Luo, Zhunchen  and
      Cao, Yunbo  and
      Bai, Xiaoying  and
      Geng, Guotong  and
      Wang, Zhong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.532/",
    pages = "12273--12289",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{park-2026-mof,
    title = "{M}o{F}: Preference-Aware Mixture Modeling for Black-Box {LLM} Personalization",
    author = "Park, Hun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.533/",
    pages = "12290--12309",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-rethinking-prospect,
    title = "Rethinking Prospect Theory for {LLM}s: Revealing the Instability of Decision-Making under Epistemic Uncertainty",
    author = "Wang, Rui  and
      Lin, Qihan  and
      Liu, Jiayu  and
      Zong, Qing  and
      Zheng, Tianshi  and
      Guo, Dadi  and
      Shi, Haochen  and
      Han, Peixuan  and
      Wang, Weiqi  and
      Song, Yangqiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.534/",
    pages = "12310--12328",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-expanding,
    title = "Expanding the Solvable Frontier: Policy-Adaptive Curriculum Learning for Reasoning {RL}",
    author = "Li, Guocong  and
      Zhang, Jinjian  and
      Wang, Ping  and
      Guo, Siyan  and
      Sun, Yukai  and
      Huang, Hao  and
      Zhou, Wei  and
      Mo, Linjian  and
      Xu, Hongxia  and
      Wu, Jian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.535/",
    pages = "12329--12345",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guo-etal-2026-tidc,
    title = "{TIDC}: Test-Time Intervention-based Diagnosis and Calibration for Harmful Meme Detection",
    author = "Guo, Zhihui  and
      Man, Xin  and
      Yin, Hao  and
      Chen, Feiyu  and
      Shao, Jie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.536/",
    pages = "12346--12359",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{meng-etal-2026-webrise,
    title = "{W}eb{RISE}: Requirement-Induced State Evaluation for {MLLM}-Generated Web Artifacts",
    author = "Meng, Yuxin  and
      Suo, Yuhan  and
      Wang, Junjie  and
      Sun, Yuhan  and
      Yu, Yiyao  and
      Zhang, Ruixu  and
      Hu, Ruining  and
      Wang, Yubin  and
      Ruan, Shouwei  and
      Wang, Bin  and
      Zhang, Yuxiang  and
      Yang, Yujiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.537/",
    pages = "12360--12385",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-mr2,
    title = "{MR}$^2$-Bench: Going Beyond Matching to Reasoning in Multimodal Retrieval",
    author = "Zhou, Junjie  and
      Liu, Ze  and
      Xiong, Lei  and
      Yao, Jin-Ge  and
      Wang, Yueze  and
      Xiao, Shitao  and
      Li, Chaofan  and
      Yuan, Huaying  and
      Lin, Fenfen  and
      Chen, Miguel Hu  and
      Dou, Zhicheng  and
      Bao, Siqi  and
      Lian, Defu  and
      Xiong, Yongping  and
      Liu, Zheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.538/",
    pages = "12386--12413",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ma-etal-2026-corect,
    title = "{C}o{R}ect: Context-Aware Logit Contrast for Hidden State Rectification to Resolve Knowledge Conflicts",
    author = "Ma, Xuhua  and
      Zhang, Richong  and
      Nie, Zhijie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.539/",
    pages = "12414--12432",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-blindness,
    title = "The Blindness of Document-Level Translation Evaluation",
    author = "Kim, Ahrii  and
      Zouhar, Vil{\'e}m  and
      Park, Chanjun  and
      Kim, Seong-heum",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.540/",
    pages = "12433--12454",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-omniretriever,
    title = "{O}mni{R}etriever: Any-to-Any Audio-Video-Text Retrieval via Fusion-as-Teacher Distillation",
    author = "Liu, Yunze  and
      Wu, Chi-Hao  and
      Zhou, Enmin  and
      Shen, Junxiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.541/",
    pages = "12455--12472",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-axis,
    title = "Axis-{L}o{RA}: Probing and Adapting Embedding Models for Personal-Memory Retrieval",
    author = "Kim, Dohoon  and
      Park, Junho  and
      Bae, Hyunwoong  and
      Kim, Seyoon  and
      Moon, Taesup",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.542/",
    pages = "12473--12495",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-sraf,
    title = "{SRAF}: Stealthy and Robust Adversarial Fingerprint for Copyright Verification of Large Language Models",
    author = "Wang, Zhebo  and
      Xu, Zhenhua  and
      Maike, Li  and
      Cheng, Xilong  and
      Xing, Wenpeng  and
      Hu, Chunqiang  and
      Zhi, Chen  and
      Han, Meng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.543/",
    pages = "12496--12515",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-cad,
    title = "{CAD}-Mark: Context-Aware Distributional Watermarking for Robust {LLM}-Generated Text Detection",
    author = "Huang, Zhaoheng  and
      Wen, Dacheng  and
      Zhu, Yutao  and
      Dou, Zhicheng  and
      Wen, Ji-Rong  and
      Wu, Fangzhao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.544/",
    pages = "12516--12529",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-know-know,
    title = "Know What You should not Know: Dynamic Attention Gating for Knowledge-Bounded Role-Playing",
    author = "Wang, Zongsheng  and
      Wu, Bowen  and
      yu, Qun  and
      Dengzhengwei  and
      Lin, Qin  and
      Chen, Xu  and
      Wang, Baoxun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.545/",
    pages = "12530--12548",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{quan-etal-2026-ragsentinel,
    title = "{RAGS}entinel: Certifiable Geometric Consensus for Robust Retrieval-Augmented Generation",
    author = "Quan, Yueyang  and
      Gao, Anjun  and
      Xia, Yufei  and
      Fang, Minghong  and
      Liu, Zhuqing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.546/",
    pages = "12549--12575",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{miao-etal-2026-10th,
    title = "The ``10th Juror'': Open-Set Standpoint Screening for Bureaucratic Bias Detection",
    author = "Miao, Yuchen  and
      Wang, Zijun  and
      Han, Chang  and
      Shi, Yurui  and
      Zhang, Mingtai  and
      xu, Siyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.547/",
    pages = "12576--12594",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tan-etal-2026-one,
    title = "Which one is banana man? Evaluating vision{--}language models in multi-turn pragmatic interpretation",
    author = "Tan, Alvin Wei Ming  and
      Prystawski, Ben  and
      Boyce, Veronica",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.548/",
    pages = "12595--12611",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ling-etal-2026-llm,
    title = "{LLM} Abstention Can Be a Prompt Artifact, in Addition to Genuine Uncertainty",
    author = "Ling, Zipeng  and
      Liu, Shuliang  and
      Tang, Yuehao  and
      Yang, Junqi  and
      Fu, Shenghong  and
      Son, Seonil  and
      Huang, Chen  and
      Huang, Kejia  and
      Wan, Yao  and
      Hou, Zhichao  and
      Hu, Xuming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.549/",
    pages = "12612--12633",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dipto-etal-2026-memecult,
    title = "{M}eme{CULT}-1{K}: Benchmarking {S}outh {A}sian Cultural Context and Humor Understanding of Multimodal Models",
    author = "Dipto, Tawsif Tashwar  and
      Ahamed, Mehedi  and
      Kabir, Radib Bin  and
      Al Mushabbir, Mueeze  and
      Islam, Mohammed Saidul  and
      Hossain, Mir Rayat Imtiaz  and
      Laskar, Md Tahmid Rahman  and
      Ahmed, Sabbir",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.550/",
    pages = "12634--12643",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{michaelov-etal-2026-target,
    title = "Target-Language Generation in Multilingual Models: Activation Steering and Optimal Control",
    author = "Michaelov, James A.  and
      Alonso, Carmen Amo  and
      Chang, Tyler A.  and
      Levy, Roger P.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.551/",
    pages = "12644--12664",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{han-etal-2026-illuminating,
    title = "Illuminating the Path: Reachability-Aware Supervision Curation for {LLM}-Based Recommendation",
    author = "Han, Donghee  and
      Jeong, Jiwon  and
      Song, Hwanjun  and
      Yi, Mun Yong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.552/",
    pages = "12665--12686",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-memorycard,
    title = "{M}emory{C}ard: Topic-Aware Multi-Modal Clue Compression for Long-Video Question Answering",
    author = "Yang, Qing  and
      Huang, Pengcheng  and
      Li, Xinze  and
      Liu, Zhenghao  and
      Yan, Yukun  and
      Gu, Yu  and
      Yu, Ge  and
      Li, Gang  and
      Sun, Maosong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.553/",
    pages = "12687--12709",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-emotion,
    title = "Emotion Understanding in Streaming Video with Trajectory-Aware Reliability",
    author = "Wang, Qingsong  and
      Lei, Qigong  and
      Wang, Zitong  and
      Yu, Bohan  and
      Dong, Zhiang  and
      Liu, Jian  and
      Wang, Weiqiang  and
      Yao, Chang  and
      Chen, Jingyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.554/",
    pages = "12710--12728",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-safesteer,
    title = "{S}afe{S}teer: Localized On-Policy Distillation for Efficient Safety Alignment",
    author = "Li, Hao  and
      An, Jingkun  and
      Song, Zijun  and
      Zhu, Pengyu  and
      Li, Rui  and
      Wang, Hao  and
      Feng, Wendi  and
      Liu, Yesheng  and
      Li, Lijun  and
      Yao, Jin-Ge  and
      Sha, Lei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.555/",
    pages = "12729--12747",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chao-etal-2026-mdm,
    title = "{MDM}-{P}rime-v2: Binary Encoding and Index Shuffling Enable Scaling of Diffusion Language Models",
    author = "Chao, Chen-Hao  and
      Sun, Wei-Fang  and
      Quan, Junwei  and
      Lee, Chun-Yi  and
      Krishnan, Rahul G",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.556/",
    pages = "12748--12777",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-accelerating,
    title = "Accelerating Neural Architecture Search with Code Semantics",
    author = "Liu, Zhen  and
      Zhou, Wanqi  and
      Bai, Shuanghao  and
      Song, Wei  and
      Zhang, He  and
      Liu, Yuhan  and
      Fu, Jingwen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.557/",
    pages = "12778--12795",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-finding,
    title = "Finding What Matters: Anchoring Context Knowledge with Evolving Indices for Iterative Retrieval",
    author = "Wu, Mingyan  and
      Liu, Zhenghao  and
      Li, Xinze  and
      Lan, Yuqing  and
      Yan, Yukun  and
      Wang, Shuo  and
      Yang, Cheng  and
      Yu, Minghe  and
      Zeng, Zheni  and
      Sun, Maosong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.558/",
    pages = "12796--12820",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shu-etal-2026-emotions,
    title = "Why Are Some Emotions Harder for {LLM}s? Uncovering the Causal Mechanisms of Emotion Inference via Sparse Autoencoders",
    author = "Shu, Bangzhao  and
      Singh, Arinjay  and
      ElSherief, Mai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.559/",
    pages = "12821--12841",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dong-etal-2026-understanding,
    title = "Understanding and Mitigating Cross-lingual Privacy Leakage via Language-specific and Universal Privacy Neurons",
    author = "Dong, Wenshuo  and
      Yang, Qingsong  and
      Yang, Shu  and
      Hu, Lijie  and
      Ding, Meng  and
      Lin, Wanyu  and
      Zheng, Tianhang  and
      Wang, Di",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.560/",
    pages = "12842--12864",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zangrillo-etal-2026-paint,
    title = "Paint It, Black: Evaluating {LLM}s for De-Identification of Multimodal Clinical Documents",
    author = "Zangrillo, Francesco  and
      Cocchieri, Alessio  and
      Frisoni, Giacomo  and
      Freddi, Davide  and
      Ragazzi, Luca  and
      Aguzzi, Alberto  and
      Raimondo, Diego  and
      Seracchioli, Renato  and
      Moro, Gianluca",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.561/",
    pages = "12865--12902",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{knight-etal-2026-reviews,
    title = "What Can Reviews Reliably Tell Us About Books? A Per-Attribute Audit and Tiered Annotated Dataset Across 1.7{M} Titles",
    author = "Knight, Samsun  and
      Bart, Yakov  and
      Tang, Ethan  and
      Gutman, Jory",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.562/",
    pages = "12903--12934",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gao-etal-2026-sgtr,
    title = "{SGTR}: Learning Style-Generalizable Trajectory Reasoning for Zero-Shot Text Style Transfer",
    author = "Gao, Yuan  and
      He, Yuwei  and
      Luo, Yashuo  and
      Hu, Junlin  and
      Yang, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.563/",
    pages = "12935--12950",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lu-etal-2026-skillme,
    title = "{S}kill{M}e: Evolving Agent Skills for Recurring Personal Workflows",
    author = "Lu, Xiuqi  and
      Zhang, Jie  and
      Liu, Yuanfu  and
      Yan, Lewen  and
      Zhi, Yutong  and
      Shao, Jing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.564/",
    pages = "12951--12973",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tang-guo-2026-memoryforge,
    title = "{M}emory{F}orge: Synthesize Lifelong Memory for Human-Like {LLM} Agents",
    author = "Tang, Bohan  and
      Guo, Steven Y.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.565/",
    pages = "12974--13000",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hong-etal-2026-rubrics,
    title = "From Rubrics to Reliable Scores: Evidence-Grounded Text Evaluation with {LLM} Judges",
    author = "Hong, Yihan  and
      Yao, Huaiyuan  and
      Shen, Bolin  and
      Xu, Wanpeng  and
      Wei, Hua  and
      Dong, Yushun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.566/",
    pages = "13001--13021",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{glass-etal-2026-fine,
    title = "Does Fine-Tuning Undo Activation Steering? Behavioural Recovery Without Weight-Edit Reversal",
    author = "Glass, Philipp E.  and
      Tucker, Allan  and
      Li, Yongmin  and
      Miron, Alina",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.567/",
    pages = "13022--13035",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{brunello-etal-2026-natural,
    title = "Natural Language to First-Order Logic {LLM}-based Autoformalization",
    author = "Brunello, Andrea  and
      Curaba, Cristian  and
      Geatti, Luca  and
      Mignani, Michele  and
      Montanari, Angelo  and
      Saccomanno, Nicola",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.568/",
    pages = "13036--13050",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{musacchio-etal-2026-mimir,
    title = "Mimir: Large-Scale Multilingual Concept Modeling",
    author = "Musacchio, Elio  and
      Siciliani, Lucia  and
      Basile, Pierpaolo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.569/",
    pages = "13051--13073",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zheng-etal-2026-p,
    title = "{P}-Search: A Parallel Plan{--}Act{--}Verify Framework with Decoupled {GRPO} for Deep Research",
    author = "Zheng, Pin  and
      Xue, Yibo  and
      Wang, Ming  and
      Kang, Yukun  and
      Zheng, Haonan  and
      Wang, Chengyu  and
      Peng, Jian  and
      Huang, Jun  and
      Xu, Changliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.570/",
    pages = "13074--13098",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zeng-etal-2026-dual,
    title = "Dual-View Training for Instruction-Following Information Retrieval",
    author = "Zeng, Qingcheng  and
      Yu, Puxuan  and
      Mehta, Aman  and
      Zhao, Fuheng  and
      Samdani, Rajhans",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.571/",
    pages = "13099--13108",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{rivera-soto-etal-2026-steb,
    title = "{STEB}: Style Text Embedding Benchmark",
    author = "Rivera Soto, Rafael Alberto  and
      Wegmann, Anna  and
      Aggazzotti, Cristina",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.572/",
    pages = "13109--13145",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mi-etal-2026-overtone,
    title = "Overtone: Fine-Grained Audio Reasoning via Diagnostic-Driven Delayed Acoustic Fusion",
    author = "Mi, Zhuoyan  and
      Sun, Kangle  and
      Yang, Yikai  and
      Fu, Yujie  and
      Wang, Yuehai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.573/",
    pages = "13146--13164",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-spinhash,
    title = "{S}pin{H}ash: An {O}(1) Encoder for Any Vocabulary",
    author = "Xu, Jia  and
      Wang, Jinhua  and
      Aliferis, Constantin F.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.574/",
    pages = "13165--13180",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-llm-powered,
    title = "{LLM}-Powered Holistic Enhancement for Text-Attributed Graphs",
    author = "Zhang, Xiaotong  and
      Ming, Haoliang  and
      Wang, Ze  and
      Liu, Han",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.575/",
    pages = "13181--13194",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{brunello-etal-2026-fixing,
    title = "Fixing {FOLIO} and {MALLS}: Verified Annotations and an {LLM}-assisted Framework to Focus Human Relabeling",
    author = "Brunello, Andrea  and
      Curaba, Cristian  and
      Geatti, Luca  and
      Mignani, Michele  and
      Montanari, Angelo  and
      Saccomanno, Nicola",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.576/",
    pages = "13195--13220",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-evar,
    title = "{EVAR}: Evidence-Validated Hypothesis Admission for Budget-Aware Narrative Reasoning",
    author = "Liu, Peilin  and
      Ji, Zhiquan  and
      Ping, Jinglong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.577/",
    pages = "13221--13236",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-beyond-ctc,
    title = "Beyond {CTC} Spikes: {LLM}-Driven Gloss-Temporal Supervision for Continuous Sign Language Recognition",
    author = "Zhu, Junfeng  and
      Jin, Cheng  and
      Fang, Yuchun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.578/",
    pages = "13237--13252",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-routing,
    title = "Routing-Free Mixture of Experts",
    author = "Liu, Yilun  and
      Han, Jinru  and
      Yan, Sikuan  and
      Tresp, Volker  and
      Ma, Yunpu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.579/",
    pages = "13253--13271",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jiang-etal-2026-chartographer,
    title = "Chartographer: Counterfactual Chart Generation for Evaluating Vision-Language Models",
    author = "Jiang, Yifan  and
      Hwang, Dae Yon  and
      Cresswell, Jesse C.  and
      Shi, Freda",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.580/",
    pages = "13272--13293",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cheng-etal-2026-saber,
    title = "{SABER}: Stability-Aware Early Exit for {LLM} Reasoning via Adversarial Branch Probing",
    author = "Cheng, Wanli  and
      Xiang, Haiya  and
      Li, Juntao  and
      Wang, Hongling  and
      Chen, Wenliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.581/",
    pages = "13294--13313",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zheng-etal-2026-metadata,
    title = "When Metadata Remembers: Ordered Provenance Enables Document-Level Embedding Inversion",
    author = "Zheng, Liwen  and
      Li, Qing  and
      Zou, Qingsong  and
      Jiang, Yong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.582/",
    pages = "13314--13333",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-yuan-2026-llms,
    title = "When {LLM}s Forget What They Believe: Characterizing State Integrity Collapse in Long-Horizon Dialogues",
    author = "Zhu, Yancheng  and
      Yuan, Yifan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.583/",
    pages = "13334--13350",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-longds,
    title = "{L}ong{DS}-Bench: On the Failure of Long-Horizon Agentic Data Analysis",
    author = "Xu, Kewei  and
      Lu, Xiaoben  and
      Qiao, Shuofei  and
      Ding, Zihan  and
      Xu, Haoming  and
      Liang, Lei  and
      Zhang, Ningyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.584/",
    pages = "13351--13383",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-agentspec,
    title = "{A}gent{S}pec: Speculative Decoding for Batch Inference of {LLM} Agents",
    author = "Wang, Xin  and
      Miao, Ziming  and
      Zhu, Yi  and
      Shen, Hui  and
      Wan, Zhongwei  and
      Yang, Fan  and
      Zhang, Mi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.585/",
    pages = "13384--13395",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-meetingtom,
    title = "{M}eeting{T}o{M}: Evaluating Multimodal {LLM}s on Theory-of-Mind Reasoning in Multi-Party Meetings",
    author = "Wang, Ziyi  and
      Wu, Yuhang  and
      Piao, Dongxu  and
      Liu, Xingyu  and
      Zhou, Tianhui  and
      Liu, Miao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.586/",
    pages = "13396--13422",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mishra-etal-2026-investigating,
    title = "Investigating Linear Probe Robustness to Linguistic Register, Medical Specialty, and Corpus Shifts in Medical {QA}",
    author = "Mishra, Nishant  and
      Abu-Hanna, Ameen  and
      Calixto, Iacer",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.587/",
    pages = "13423--13450",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{qiu-etal-2026-prompts,
    title = "From Prompts to Trees: Effective {LLM}-Guided Tree Generation for Few-Shot Tabular Classification",
    author = "Qiu, Yue  and
      Du, Zekang  and
      Diao, Yiqun  and
      He, Bingsheng  and
      Li, Qinbin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.588/",
    pages = "13451--13481",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zheng-etal-2026-scilens,
    title = "{S}ci{LENS}: {RL}-Driven Autonomous Agents for Scientific Localized Evidence Navigation and Synthesis",
    author = "Zheng, Leqi  and
      Su, Jinbo  and
      Li, Yuying  and
      Wang, Chaokun  and
      Wang, Weiping  and
      Li, Haitao  and
      Zhang, Jiajun  and
      Yan, Shannan  and
      Kang, Zhaolu  and
      Fu, Rong  and
      Wu, Jie  and
      Niu, Fang  and
      Zhang, Hang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.589/",
    pages = "13482--13526",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-1,
    title = "All for 1-Bit: Towards Genuine 1-Bit Post-Training Quantization for {LLM}s",
    author = "Zhao, Zhixiong  and
      Xu, Zukang  and
      Sun, Guangyu  and
      Liu, Lifeng  and
      Yang, Dawei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.590/",
    pages = "13527--13558",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lin-etal-2026-re2a,
    title = "{R}e2{A}: Situated Conversational Recommendation via Rubric-based Preference Reasoning and Alignment",
    author = "Lin, Dongding  and
      Wang, Jian  and
      Zhao, Xiaoyan  and
      Li, Wenjie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.591/",
    pages = "13559--13585",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-compositional,
    title = "Compositional Machine Design as Program Synthesis with {LLM}s",
    author = "Zhang, Wenqian  and
      Huang, Yangyi  and
      Liu, Weiyang  and
      Liu, Zhen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.592/",
    pages = "13586--13660",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{noce-etal-2026-justifit,
    title = "{J}ustif{IT}-{QA}: Evidence-Grounded Legal Question Answering in {I}talian",
    author = "Noce, Niko Dalla  and
      Bacciu, Davide  and
      Doust, Sina Farhang  and
      De Mattei, Lorenzo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.593/",
    pages = "13661--13685",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zheng-etal-2026-gradients,
    title = "Gradients Know What Outcomes Don{'}t: Unlocking Reinforcement Learning for {LLM} Reasoning with Gradient-Aligned Rewards",
    author = "Zheng, Leqi  and
      Su, Jinbo  and
      Niu, Fang  and
      Wang, Chaokun  and
      Wang, Weiping  and
      Zhang, Jiajun  and
      Yan, Shannan  and
      Wu, Jie  and
      Kang, Zhaolu  and
      Fu, Rong  and
      Zhang, Hang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.594/",
    pages = "13686--13706",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-ontologybench,
    title = "{O}ntology{B}ench: Can Dense Retrieval Satisfy Structured Biomedical Constraints?",
    author = "Zhang, Xiao Yu Cindy  and
      Wasserman, Wyeth  and
      Zhu, Jian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.595/",
    pages = "13707--13725",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zufle-etal-2026-need,
    title = "Why We Need Speech to Evaluate Speech Translation",
    author = {Z{\"u}fle, Maike  and
      Liu, Danni  and
      Zouhar, Vil{\'e}m  and
      Niehues, Jan},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.596/",
    pages = "13726--13743",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-reactbench,
    title = "{R}eact{B}ench: A Benchmark for Topological Reasoning in {MLLM}s on Chemical Reaction Diagrams",
    author = "Xu, Qiang  and
      Bai, Shengyuan  and
      Wang, Yu  and
      Cao, He  and
      Leqingchen  and
      Liu, Yuanyuan  and
      Feng, Bin  and
      Liu, Zijing  and
      Li, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.597/",
    pages = "13744--13762",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-semg,
    title = "s{EMG} Typing Transcription with Conformer Encoding and Beam-Aware Large Language Model Correction",
    author = "Wang, Yuanxi  and
      Shu, Lun  and
      Koike, Yasuharu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.598/",
    pages = "13763--13780",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cai-etal-2026-beyond,
    title = "Beyond Next-Observation Prediction: Agent-Authored World Modeling for Sequential Decision Making",
    author = "Cai, Guangfeng  and
      Yang, Kaibing  and
      He, Shuo  and
      Li, Yu  and
      Yang, Shengtian  and
      Lv, Jiaqi  and
      Feng, Lei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.599/",
    pages = "13781--13800",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jiang-etal-2026-real,
    title = "Real Images, Worse Judgments: Evaluating Vision-Language Models on Concreteness and Imagery",
    author = "Jiang, Yifan  and
      Ning, Ruoxi  and
      Yao, Sheng  and
      Shi, Freda",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.600/",
    pages = "13801--13828",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wei-etal-2026-infodensity,
    title = "{I}nfo{D}ensity: Rewarding Information-Dense Traces for Efficient Reasoning",
    author = "Wei, Chengwei  and
      Kim, Jung-jae  and
      Zhang, Longyin  and
      Chen, Shengkai  and
      Chen, Nancy F.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.601/",
    pages = "13829--13843",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-deskcraft,
    title = "{D}esk{C}raft: Benchmarking Desktop Agents on Professional Workflows and Human-in-the-Loop Collaboration",
    author = "Wang, Wenkai  and
      Xiong, Tao  and
      Ni, Jingchen  and
      Bao, Yunpeng  and
      Li, Xiyun  and
      Liu, Tianqi  and
      Guo, Hongcan  and
      Huang, Zilong  and
      Zhang, Shengyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.602/",
    pages = "13844--13886",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wen-etal-2026-safegeo,
    title = "{S}afe{GEO}: Understanding Generative Engine Optimization Risks in Recommendation Agents",
    author = "Wen, Qianfeng  and
      Liu, Yifan Simon  and
      Liu, Xin  and
      Jiao, Difan  and
      Yang, Blair  and
      Wu, Junda  and
      Tang, Zhenwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.603/",
    pages = "13887--13927",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liao-etal-2026-aware,
    title = "{AWAR}e: Mitigating Catastrophic Forgetting via Activation-Weighted Adaptive {RE}tention",
    author = "Liao, Juncheng  and
      Lv, Jinfan  and
      Wang, Guoming  and
      Zheng, Juepeng  and
      Xiao, Ling  and
      Tang, Siliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.604/",
    pages = "13928--13944",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-reat,
    title = "{REAT}: A Reflective Experience-Augmented Tutoring Framework for Multi-turn Mathematical Instruction",
    author = "Zhou, Jianheng  and
      Zhang, Chaoli  and
      Wei, Xingjun  and
      Zhou, Xinliang  and
      Fortino, Giancarlo  and
      Fan, Xing  and
      Wang, Yanfeng  and
      Wen, Qingsong  and
      Li, Haoyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.605/",
    pages = "13945--13967",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hutchinson-etal-2026-insight,
    title = "{I}n{S}ight: A Benchmark for Agentic Claim Verification in Interactive Visualizations",
    author = "Hutchinson, Maeve  and
      Huq, Syed Mahbubul  and
      Albinhassan, Mohammad  and
      Jianu, Radu  and
      Slingsby, Aidan  and
      Madhyastha, Pranava",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.606/",
    pages = "13968--13988",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-decomposing,
    title = "Decomposing Visual Histories with Vision-Language Agents: Hierarchical Temporal Guidance for Compositional Image Generation",
    author = "Li, Lujundong  and
      Zhang, Mingxu  and
      Lai, Songning  and
      Yang, Jiayu  and
      Fan, Yuxuan  and
      Xie, Ziwei  and
      Liu, Feng  and
      Zhang, Changwang  and
      Wang, Jun  and
      Shen, Dazhong  and
      Sun, Ying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.607/",
    pages = "13989--14000",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liang-etal-2026-mathdebugger,
    title = "{M}ath{D}ebugger: A Benchmark for Type-Aware Error Detection in Synthetic Math Data",
    author = "Liang, Hao  and
      Qiang, Meiyi  and
      Li, Yuying  and
      He, Zefeng  and
      Ma, Xiaochen  and
      An, Ruichuan  and
      Guo, Yongzhen  and
      Zhu, Zhengzhou  and
      Cui, Bin  and
      Zhang, Wentao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.608/",
    pages = "14001--14018",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{o-neill-etal-2026-cooperate,
    title = "Cooperate to Compete: Strategic Coordination in Multi-Agent Conquest",
    author = "O{'}Neill, Abigail  and
      Zhu, Alan  and
      Miroyan, Mihran  and
      Norouzi, Narges  and
      Gonzalez, Joseph E.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.609/",
    pages = "14019--14039",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{abu-ahmad-etal-2026-finetuning,
    title = "Does Finetuning with Scientific Data Increase Hallucinations? A Multi-domain Factuality Evaluation of {LLM}s",
    author = {Abu Ahmad, Raia  and
      Rauscher, Nikolas  and
      Borisova, Ekaterina  and
      Barth, Fabio  and
      Rehm, Georg  and
      M{\"o}ller, Sebastian},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.610/",
    pages = "14040--14064",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-cognitive-level,
    title = "Cognitive-Level Prefix-{M}o{E} Reward Modeling for Curriculum Alignment of Medical Language Models",
    author = "Wang, Hao  and
      Feng, Wendi  and
      Kang, Chun  and
      Wang, Yanting  and
      Li, Rui  and
      Sha, Lei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.611/",
    pages = "14065--14079",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-webworld,
    title = "{W}eb{W}orld: The Browser as a World Model for Self-Improving Web Code",
    author = "Wu, Jiajun  and
      Yang, Jian  and
      Du, Yaxin  and
      Zhang, Wei  and
      Wang, Haowen  and
      Cheng, Junhang  and
      Zhang, Yuxuan  and
      Zheng, Tuney  and
      Liu, Xianglong  and
      Zhou, Ming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.612/",
    pages = "14080--14102",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-ird,
    title = "{IRD}: Steering Reasoning Models with Intent, Risk, and Decision",
    author = "Zhou, Kang  and
      Zhou, Guanghao  and
      Chen, Cen  and
      Liu, Zhaoyang  and
      Gao, Ming  and
      Li, Yaliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.613/",
    pages = "14103--14121",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jin-etal-2026-mirage,
    title = "The Mirage of Explainability: A Survey on Chain-of-Thought Faithfulness in Large Language Models",
    author = "Jin, Xi  and
      Qi, LeChen  and
      Wang, Houfeng  and
      Pan, Liangming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.614/",
    pages = "14122--14136",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-divide,
    title = "Divide-and-Adapt: Fine-Tuning {VLM}s via Model Division and Routing",
    author = "Wang, Hailing  and
      Rodrigues, Neil  and
      Wang, Xianglong  and
      Li, Wei  and
      Chen, Lin  and
      Fu, Yun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.615/",
    pages = "14137--14151",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shi-etal-2026-llada,
    title = "{LL}a{DA}-Rec: Discrete Diffusion for Parallel Semantic {ID} Generation in Generative Recommendation",
    author = "Shi, Teng  and
      Shen, Chenglei  and
      Yu, Weijie  and
      Nie, Shen  and
      Li, Chongxuan  and
      Zhang, Xiao  and
      He, Ming  and
      Fan, Jianping  and
      Xu, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.616/",
    pages = "14152--14165",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{rahimi-etal-2026-step,
    title = "Step-Wise Refusal Dynamics in Autoregressive and Diffusion Language Models",
    author = "Rahimi, Eliron  and
      Hirshel, Elad  and
      LeVi, Amit  and
      Himelstein, Rom  and
      Mendelson, Avi  and
      Baskin, Chaim",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.617/",
    pages = "14166--14193",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-lin-2026-fuzhoubench,
    title = "{F}uzhou{B}ench: A Benchmark for Eastern Min {C}hinese with Tone Sandhi Annotations",
    author = "Li, Xiaocan  and
      Lin, Haoyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.618/",
    pages = "14194--14208",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ousidhoum-etal-2026-beyond,
    title = "Beyond Good Intentions: When Does the Framing of Multilingual and Low-Resource {NLP} Research Become a Caricature?",
    author = "Ousidhoum, Nedjma  and
      Zambare, Noopur  and
      Abdalla, Mohamed",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.619/",
    pages = "14209--14222",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{han-etal-2026-fair,
    title = "Fair Like Us? Auditing {LLM} Alignment in Resource Allocation",
    author = "Han, Qishen  and
      Hosseini, Hadi  and
      Kavner, Joshua  and
      Khanna, Samarth  and
      Sikdar, Sujoy  and
      Xia, Lirong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.620/",
    pages = "14223--14255",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-advancing,
    title = "Advancing {ESG} Intelligence: An Expert-level Agent and Comprehensive Benchmark for Sustainable Finance",
    author = "Zhao, Yilei  and
      Zhang, Wentao  and
      Xiao, Lei  and
      Zheng, Yandan  and
      Liu, Mengpu  and
      Lim, Wei Yang Bryan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.621/",
    pages = "14256--14290",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hong-etal-2026-sembridge,
    title = "{S}em{B}ridge: Language Transfer in Sparse Encoders via Multilingual Semantic Bridge",
    author = "Hong, Seongtae  and
      Jang, Youngjoon  and
      Ju, Jia-Huei  and
      Moon, Hyeonseok  and
      Lim, Heuiseok",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.622/",
    pages = "14291--14305",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhan-etal-2026-length,
    title = "Length-Adaptive Decoding for Masked Diffusion Machine Translation",
    author = "Zhan, Yan  and
      Hou, Mengkai  and
      Zhang, Wanting  and
      Gao, Zhijun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.623/",
    pages = "14306--14327",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xie-etal-2026-edge,
    title = "{EDGE}: Experience-Distillation for Guided Exploration in Agentic Reinforcement Learning",
    author = "Xie, Can  and
      Zhou, Yuyi  and
      Yang, Wen  and
      Zhang, Ziyi  and
      Song, Siyao  and
      Deng, Yingzhuo  and
      Ren, Shuo  and
      Zhang, Jiajun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.624/",
    pages = "14328--14350",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cheng-etal-2026-measuring,
    title = "Measuring the Behavioral Fidelity of Long-Horizon Human Activity Simulations",
    author = "Cheng, Yi Fei  and
      Yang, Fan  and
      Bas, Iremsu  and
      Niinuma, Koichiro  and
      Abe, Narishige  and
      Lindlbauer, David",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.625/",
    pages = "14351--14372",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hu-etal-2026-skillbrew,
    title = "{S}kill{B}rew: Multi-Objective Curation of Skill Banks for {LLM} Agents",
    author = "Hu, Wentao  and
      Chu, Zhendong  and
      Zhang, Yiming  and
      Wu, Junda  and
      Jin, Ming  and
      Zhao, Xiangyu  and
      Shao, Yilei  and
      Wang, Yanfeng  and
      Wen, Qingsong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.626/",
    pages = "14373--14391",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{rajendhran-etal-2026-polaris,
    title = "{POLARIS}: Guiding Small Models to Write Long Stories",
    author = "Rajendhran, Rishanth  and
      Russell, Jenna  and
      Iyyer, Mohit  and
      Wieting, John Frederick",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.627/",
    pages = "14392--14428",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mu-chen-2026-making,
    title = "Making Clinical Language Models Auditable: Concept-Guided Fine-Tuning for Robust Prediction",
    author = "Mu, Jin  and
      Chen, Guanhua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.628/",
    pages = "14429--14446",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-llms,
    title = "When {LLM}s Benchmark Themselves: Deconstructing Self-Bias in Automated Evaluation",
    author = "Xu, Wenda  and
      Agrawal, Sweta  and
      Zouhar, Vil{\'e}m  and
      Freitag, Markus  and
      Deutsch, Daniel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.629/",
    pages = "14447--14462",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-recoverability,
    title = "Recoverability-Controlled Safety Miscalibration in Large Language Models",
    author = "Wang, Yuwei  and
      Liang, Xingwang  and
      Xie, Yu  and
      Chi, Haotian  and
      Geng, Haijun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.630/",
    pages = "14463--14481",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-agreement,
    title = "Agreement Is Not Truth: Characterizing and Controlling Consistent-but-Wrong Reasoning in {LLM}s",
    author = "Kim, Minje  and
      Lee, Keeheon  and
      Lee, Chi-Guhn",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.631/",
    pages = "14482--14521",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gao-etal-2026-plannerforge,
    title = "{P}lanner{F}orge: {LLM} Agents for Scenario-Based Testing of Motion Planners in Autonomous Driving",
    author = {Gao, Yuan  and
      M{\"u}ller, Sebastian  and
      Piccinini, Mattia  and
      Kaufeld, Marc  and
      Zhang, Yuchen  and
      Sch{\"a}fer, Finn Rasmus  and
      Song, Qunying  and
      Betz, Johannes},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.632/",
    pages = "14522--14556",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bi-etal-2026-prism,
    title = "{PRISM}: Self-Pruning Intrinsic Selection Method for Training-Free Multimodal Data Selection",
    author = "Bi, Jinhe  and
      Aniri  and
      Jin, Zengjie  and
      Wang, Yifan  and
      Yan, Danqi  and
      Huang, Wenke  and
      Ma, Xiaowen  and
      Yan, Sikuan  and
      Hecker, Artur  and
      Ye, Mang  and
      Xiao, Xun  and
      Schuetze, Hinrich  and
      Tresp, Volker  and
      Ma, Yunpu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.633/",
    pages = "14557--14580",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-findeepforecast,
    title = "{F}in{D}eep{F}orecast : A Live Multi-Agent System for Benchmarking Deep Research Agents in Financial Forecasting",
    author = "Li, Xiangyu  and
      Yao, Xuan  and
      Qi, Guohao  and
      Zhu, Fengbin  and
      Koa, Kelvin J.L.  and
      Ng, Xiang Yao  and
      Liu, Ziyang  and
      Xingyu, Ni  and
      Chang, Liu  and
      Yang, Yonghui  and
      Zhang, Yang  and
      Wang, Wenjie  and
      Feng, Fuli  and
      Wang, Chao  and
      Luan, Huanbo  and
      Xing, Xiaofen  and
      Xu, Xiangmin  and
      Chua, Tat-Seng  and
      Huang, Ke-Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.634/",
    pages = "14581--14615",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{duan-etal-2026-causalchapter,
    title = "{C}ausal{C}hapter: Improving Long-Form Video Chaptering with Interventional Dependency Modeling",
    author = "Duan, Xinran  and
      Li, Guozhang  and
      Zhong, Yaoyao  and
      Wang, Mei  and
      Wang, Lizhi  and
      Huang, Hua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.635/",
    pages = "14616--14632",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ding-etal-2026-mitigating,
    title = "Mitigating Overthinking via Interleaved {S}ystem-1/2 Reasoning in Large Language Models",
    author = "Ding, Han  and
      Chen, Wei  and
      Zhuang, Fuzhen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.636/",
    pages = "14633--14656",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-world,
    title = "World Models for Policy Refinement in {S}tar{C}raft {II}",
    author = "Zhang, Yixin  and
      Wang, Ziyi  and
      Rong, Yiming  and
      Wang, Haoxi  and
      Jiang, Jinling  and
      Xu, Shuang  and
      Wu, Haoran  and
      Zhou, Shiyu  and
      XU, Bo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.637/",
    pages = "14657--14688",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-agentprov,
    title = "{A}gent{P}rov: Auditing Agentic {LLM} {API} Providers via Tool-use Policy Probes",
    author = "Wang, Xun  and
      Zhao, Bihe  and
      Backes, Michael  and
      Boenisch, Franziska  and
      Dziedzic, Adam",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.638/",
    pages = "14689--14704",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yan-etal-2026-tide,
    title = "{TIDE}: Trajectory-based Diagnostic Evaluation of Test-Time Improvement in {LLM} Agents",
    author = "Yan, Hang  and
      Che, Xinyu  and
      Xu, Fangzhi  and
      Sun, Qiushi  and
      Ding, Zichen  and
      Cheng, Kanzhi  and
      Zhang, Jian  and
      Qin, Tao  and
      Liu, Jun  and
      Lin, Qika",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.639/",
    pages = "14705--14729",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zeng-etal-2026-dockerless,
    title = "Dockerless: Environment-Free Program Verifier for Coding Agents",
    author = "Zeng, Wenhao  and
      Shi, Yuling  and
      Gu, Xiaodong  and
      Hu, Chao  and
      Wang, Chaofan  and
      Cui, Yuhao  and
      Zhou, Hongting  and
      Qi, Mengnan  and
      Wangni, Jianqiao  and
      Yu, Zhaojian  and
      Gao, Shuzheng  and
      Cai, Kai  and
      He, Shilin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.640/",
    pages = "14730--14746",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-self-correction,
    title = "Self-Correction Can Amplify Hallucinations: Fact-Level Repair with Graph-Based Evidence Routing in Multimodal Generation",
    author = "Zhao, Kaixiang  and
      Yu, Tianrun  and
      Huang, Shawn  and
      Jenkins, Porter  and
      Dong, Yushun  and
      Hughes, Amanda",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.641/",
    pages = "14747--14775",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-scifigbench,
    title = "{S}ci{F}ig{B}ench: A Benchmark for Scientific Method Figure Understanding",
    author = "Wu, Lijia  and
      Li, Zheng  and
      Liu, Yuxuan  and
      Zhang, Jingwen  and
      Zhao, Penghai  and
      Li, Xiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.642/",
    pages = "14776--14800",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zeng-etal-2026-subspace,
    title = "Subspace Alignment for Vision-Language Model Test-time Adaptation",
    author = "Zeng, Zhichen  and
      Bao, Wenxuan  and
      Lin, Xiao  and
      Qiu, Ruizhong  and
      Wei, Tianxin  and
      Ning, Xuying  and
      Yan, Yuchen  and
      Luo, Chen  and
      Cheng, Monica Xiao  and
      He, Jingrui  and
      Tong, Hanghang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.643/",
    pages = "14801--14823",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-gpagentbench,
    title = "{GPA}gent{B}ench-2{K}: Benchmarking Large Language Model Agents in Complex Clinical Action Space",
    author = "Chen, Boqi  and
      Liu, Xudong  and
      Ao, Yunke  and
      Do, Heejin  and
      Qiu, Jianing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.644/",
    pages = "14824--14853",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-cited,
    title = "Cited but Not Causal: A Counterfactual Audit of Refusal Explanations in Aligned Language Models",
    author = "Kim, Minje  and
      Lee, Keeheon  and
      Lee, Chi-Guhn",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.645/",
    pages = "14854--14877",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dokme-heck-2026-selective,
    title = "Selective State-Space Adaptation and Retrieval for Language Model Reasoning",
    author = "Dokme, Atahan  and
      Heck, Larry",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.646/",
    pages = "14878--14899",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guo-etal-2026-graph,
    title = "Graph Evidence Is Not Enough: Diagnosing Native Decoder Use in Graph-Augmented {LLM}s",
    author = "Guo, Xiaoyu  and
      Chen, Pengcheng  and
      Jiong, YU  and
      Lu, Yi  and
      Wang, Yaohua  and
      Li, Ziyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.647/",
    pages = "14900--14917",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-sieveserve,
    title = "{S}ieve{S}erve: Adaptive Visual Token Pruning for Reliable and Efficient Multimodal {LLM} Inference",
    author = "Li, Xiao  and
      Shi, Xiao  and
      Zhang, Cheng  and
      Wang, Sa  and
      Zhang, Zhining  and
      Zhao, Xiaofang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.648/",
    pages = "14918--14934",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-think,
    title = "Think, Act, Build: An Agentic Framework with Vision Language Models for Zero-Shot 3{D} Visual Grounding",
    author = "Wang, Haibo  and
      Lin, Zihao  and
      Xu, Zhiyang  and
      Huang, Lifu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.649/",
    pages = "14935--14953",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-revisiting,
    title = "Revisiting Greedy Decoding for Visual Question Answering: A Calibration Perspective",
    author = "Chen, Boqi  and
      Liu, Xudong  and
      Ao, Yunke  and
      Qiu, Jianing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.650/",
    pages = "14954--14973",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-self,
    title = "Self-Supervised On-Policy Distillation for Omni-Modal Video Captioning",
    author = "Li, Zinuo  and
      Guo, Yongxin  and
      Li, Xin  and
      Tan, Hao  and
      Zhong, Zhao  and
      Bo, Liefeng  and
      Bennamoun, Mohammed  and
      Boussaid, Farid  and
      Ke, Qiuhong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.651/",
    pages = "14974--14995",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ovadia-etal-2026-mist,
    title = "{M}i{ST}: Mid-Training {LLM}s for Cybersecurity",
    author = "Ovadia, Oded  and
      Ben Zaken, Elad  and
      Guttman, Elad  and
      Kadosh, Orly Moreno",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.652/",
    pages = "14996--15021",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{qian-etal-2026-spatialguard,
    title = "{S}patial{G}uard: Harness-Guided Verifiable Spatial Reasoning for Text-to-Image Generation",
    author = "Qian, Ziyun  and
      Chen, Zizhi  and
      Liu, Yizhou  and
      Sun, Mingyang  and
      Yang, Dingkang  and
      Zhang, Lihua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.653/",
    pages = "15022--15032",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shen-etal-2026-beyond,
    title = "Beyond Decodability: Reconstructing Language Model Representations with an Encoding Probe",
    author = "Shen, Gaofei  and
      Bentum, Martijn  and
      Lentz, Tomas Ostar  and
      Alishahi, Afra  and
      Chrupa{\l}a, Grzegorz",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.654/",
    pages = "15033--15049",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tong-etal-2026-cognidir,
    title = "{C}ogni{D}ir: Combating Cognitive Malicious Comments via Adaptive Distributional Learning for Robust Fake News Detection",
    author = "Tong, Zhao  and
      Gong, Chunlin  and
      Gu, Yimeng  and
      Shi, Haichao  and
      Liu, Qiang  and
      Wu, Shu  and
      Xu, Xingcheng  and
      Zhang, Xiao-Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.655/",
    pages = "15050--15067",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-telling,
    title = "Telling Incomplete Truths: Measuring Omission-Induced Misleadingness in Aligned Language Models",
    author = "Kim, Minje  and
      Lee, Keeheon  and
      Lee, Chi-Guhn",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.656/",
    pages = "15068--15089",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{anwar-etal-2026-jais,
    title = "Jais 2: A Family of {A}rabic-Centric Open Large Language Models",
    author = "Anwar, Mohamed  and
      Freihat, Abed Alhakim  and
      Ibrahim, George  and
      Awad, Mostafa  and
      Sadallah, Abdelrahman  and
      Gosal, Gurpreet  and
      Ramakrishnan, Gokulakrishnan  and
      Chandran, Sarath  and
      Mishra, Biswajit  and
      Joshi, Rituraj  and
      Frikha, Ahmed  and
      Goffinet, Etienne  and
      Maiti, Abhishek  and
      El Filali, Ali  and
      AlBarri, Sarah  and
      Ghosh, Samujjwal  and
      Pal, Rahul  and
      Mullah, Parvez  and
      Shukla, Awantika  and
      Siddiki, Sajid  and
      Kamboj, Samta  and
      Pandit, Onkar  and
      Sahu, Sunil Kumar  and
      Elbadawy, AbdelRahman  and
      Mohamed, Amr  and
      Chamma, Ahmad  and
      Dufraisse, Evan  and
      Bounhar, Abdelaziz  and
      Bouch, Dani  and
      Abdine, Hadi  and
      Shang, Guokan  and
      Koto, Fajri  and
      Wang, Yuxia  and
      Xie, Zhuohan  and
      Mekky, Ali  and
      Elbadry, Rania  and
      Ahmad, Sarfraz  and
      Ahsan, Momina  and
      El Herraoui, Omar  and
      Orel, Daniil  and
      Iqbal, Hasan  and
      Elzeky, Kareem  and
      Abassy, Mervat  and
      Elozeiri, Kareem  and
      Eletter, Saadeldine  and
      Atif, Farah  and
      Mukhituly, Nurdaulet  and
      Li, Haonan  and
      Han, Xudong  and
      Singh, Aaryamonvikram  and
      Quraishi, Zainul Abedien Ahmed  and
      Sengupta, Neha  and
      Murray, Larry  and
      Sheinin, Avraham  and
      Hestness, Joel  and
      Vassilieva, Natalia  and
      Ren, Hector Xuguang  and
      Liu, Zhengzhong  and
      Vazirgiannis, Michalis  and
      Nakov, Preslav",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.657/",
    pages = "15090--15151",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-weavebench,
    title = "{W}eave{B}ench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces",
    author = "Li, Wanli  and
      Zhou, Bowen  and
      Yu, Yunyao  and
      Xu, Zhou  and
      Yang, Yifan  and
      Li, Dongsheng  and
      Shan, Caihua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.658/",
    pages = "15152--15170",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{verma-etal-2026-agentjudgebench,
    title = "{A}gent{J}udge{B}ench: A Multi-Difficulty Benchmark for Evaluating {LLM} Judges on Agentic Tool-Calling",
    author = "Verma, Abhigya  and
      Saha, Amit Kumar  and
      Subramanian, Seganrasan  and
      Aluru, Sai Harshitha",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.659/",
    pages = "15171--15201",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lin-etal-2026-melonbench,
    title = "{M}elon{B}ench: A Benchmark for Coded Entity Resolution over Noisy Web Evidence",
    author = "Lin, Zhishan  and
      Li, Jingxiao  and
      Zhang, Yanbing  and
      Liu, Ziyan  and
      Shao, Yuqing  and
      Tong, Yunfei  and
      Liu, Ganghao  and
      Zhang, Qian  and
      Wang, Zhe",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.660/",
    pages = "15202--15233",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-relations,
    title = "All Relations at Once: Efficient Open-World Tabular Relation Discovery with Hierarchy-Aware Reward Shaping",
    author = "Zhang, Xinyu  and
      Song, Aibo  and
      Qiu, Jingyi  and
      Zhang, Tianbo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.661/",
    pages = "15234--15245",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-etal-2026-rubric,
    title = "Rubric Spans are Label Representations: Joint {LLM} Encoding for Short Answer Scoring",
    author = "Sun, Zhifan  and
      Gombert, Sebastian  and
      Zehner, Fabian  and
      Camus, Leon  and
      Cong, Longwei  and
      Drachsler, Hendrik",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.662/",
    pages = "15246--15266",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{deng-etal-2026-beyond-static,
    title = "Beyond Static Symbols: Evidence-Grounded Visual Checklists for Cultural Activity Generation",
    author = "Deng, Hongcan  and
      Ma, Bo  and
      Yang, Yating  and
      Ma, Rong  and
      Wang, Zhen  and
      Zhou, Xi  and
      Dong, Rui  and
      Osman, Turghun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.663/",
    pages = "15267--15294",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{von-daniken-etal-2026-rat,
    title = "The {RAT}: A Unified {B}ayesian Model for {RAG} Evaluation",
    author = {von D{\"a}niken, Pius  and
      Saaro, Felix Matthias  and
      Cieliebak, Mark  and
      Deriu, Jan Milan},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.664/",
    pages = "15295--15310",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{maltais-etal-2026-naijas2st,
    title = "{N}aija{S}2{ST}: A Multi-Accent Benchmark for Speech-to-Speech Translation in Low-Resource {N}igerian Languages",
    author = "Maltais, Marie  and
      Jeon, Yejin  and
      Ma, Min  and
      Muhammad, Shamsuddeen Hassan  and
      Abdulmumin, Idris  and
      Mukhtar, Maryam Ibrahim  and
      Abolade, Daud  and
      Monday, Okepefi Joel  and
      Okepefi, Johnson Sewedo  and
      Adelani, David Ifeoluwa",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.665/",
    pages = "15311--15334",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gao-etal-2026-benchmarking-boosting,
    title = "Benchmarking and Boosting Multilingual Capabilities of {LVLM}s via {OCR}-Centric Reinforcement Learning",
    author = "Gao, Junyuan  and
      Song, Jiahe  and
      Wu, Jiang  and
      Zhu, Runchuan  and
      Shenguanlin  and
      Wang, Shasha  and
      Wei, Xingjian  and
      Yang, Haote  and
      Li, Weijia  and
      Wang, Bin  and
      Wu, Lijun  and
      He, Conghui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.666/",
    pages = "15335--15365",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-etal-2026-alice,
    title = "Alice: A Large-Scale {G}erman Benchmark for Rubric-Based Multi-Dimensional Automatic Short Answer Scoring",
    author = "Sun, Zhifan  and
      Gombert, Sebastian  and
      Lossjew, Jannik  and
      Wyrwich, Tobias  and
      Czinczel, Berrit Katharina  and
      Bednorz, David  and
      Kubsch, Marcus  and
      Neumann, Knut  and
      Drachsler, Hendrik",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.667/",
    pages = "15366--15387",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mu-li-2026-wolf,
    title = "A Wolf in Sheep{'}s Clothing: Targeted Routing Hijacking in Federated {RAG}",
    author = "Mu, Junjie  and
      Li, Qiongxiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.668/",
    pages = "15388--15411",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-large,
    title = "Do Large Language Models Adapt Politeness Like Humans?",
    author = "Chen, Tianfang  and
      Yao, Yuyang  and
      Tang, Liping",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.669/",
    pages = "15412--15429",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-reasoningflow,
    title = "{R}easoning{F}low: Discourse Structures for Understanding {LLM} Reasoning Traces",
    author = {Lee, Jinu  and
      Agarwal, Shivam  and
      Parulekar, Amruta  and
      Madala, Siddarth  and
      Hakkani-T{\"u}r, Dilek  and
      Hockenmaier, Julia},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.670/",
    pages = "15430--15463",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dang-etal-2026-unlocking,
    title = "Unlocking Fine-Grained Translation Quality Estimation in {LRM}s through Mutually Boosting Implicit and Explicit Reasoning",
    author = "Dang, Renfei  and
      Wang, Xinye  and
      Lai, Zhejian  and
      Xu, Weilu  and
      Tao, Shimin  and
      Wei, Daimeng  and
      Zhang, Min  and
      Huang, Shujian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.671/",
    pages = "15464--15481",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-mdforge,
    title = "{MDF}orge: Agentic Molecular Dynamics Pipeline Design under Sparse Simulator Feedback",
    author = "Wang, Zehong  and
      Ma, Yijun  and
      Schmidt, Connor R.  and
      Ma, Tianyi  and
      Sun, Weixiang  and
      Li, Ziming  and
      Guo, Xiaoguang  and
      Zhang, Chuxu  and
      Webber, Matthew J.  and
      Ye, Yanfang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.672/",
    pages = "15482--15507",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lam-etal-2026-encoder,
    title = "Encoder-only and decoder-only models exhibit distinct patterns of linguistic bias",
    author = "Lam, Suet-Ying  and
      Zeng, Qingcheng  and
      Voigt, Rob",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.673/",
    pages = "15508--15520",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{su-etal-2026-source,
    title = "Source-Grounded Semantic Reinforcement Learning for Low-Resource Target-Language Generation",
    author = "Su, Zeli  and
      Zhang, Ziyin  and
      Zewei, Pan  and
      Liu, Zhou  and
      Huang, Dingcheng  and
      Li, Dehan  and
      Xu, Zhankai  and
      Zheng, Longfei  and
      Zhang, Xiaolu  and
      Zhou, Jun  and
      Zhang, Wentao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.674/",
    pages = "15521--15534",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{alper-etal-2026-cwomp,
    title = "{CW}o{MP}: Morpheme Representation Learning for Interlinear Glossing",
    author = "Alper, Morris  and
      Rice, Enora  and
      Shandilya, Bhargav  and
      Palmer, Alexis  and
      Levin, Lori",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.675/",
    pages = "15535--15552",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dou-etal-2026-gavel,
    title = "Gavel: Agent Meets Checklist for Evaluating {LLM}s on Long-Context Legal Summarization",
    author = "Dou, Yao  and
      Mamut, Benjamin  and
      Xu, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.676/",
    pages = "15553--15603",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-past,
    title = "The Past Is Prologue: A Plug-in Controller for Selective Updates in Sequentially Evolving {LLM} Memory",
    author = "Chen, Zihan  and
      Dong, Songwei  and
      Shi, Chengshuai  and
      Wang, Peng  and
      Wang, Song  and
      Shen, Cong  and
      Li, Jundong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.677/",
    pages = "15604--15620",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{pitre-etal-2026-refeedgraph,
    title = "{R}e{F}eed{G}raph: Graph-Grounded Reusable Feedback for Debate Improvement",
    author = "Pitre, Priya  and
      Joshi, Omkar J.  and
      Ziegenbein, Timon  and
      Wachsmuth, Henning",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.678/",
    pages = "15621--15640",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-evaluating-hidden,
    title = "Evaluating the Hidden Costs of Personalization in Large Language Models",
    author = "Wang, Yumeng  and
      Wu, Yuchen  and
      Qian, Cheng  and
      Fan, Zhiyuan  and
      Ha, Hyeonjeong  and
      Wu, Shujin  and
      Liu, Jiayu  and
      Ji, Heng  and
      Wang, Ge",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.679/",
    pages = "15641--15665",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-beyond-output-correctness,
    title = "Beyond Output Correctness: Benchmarking and Evaluating Large Language Model Reasoning in Coding Tasks",
    author = "Li, Yuangang  and
      Chen, Justin Tian Jin  and
      Yu, Ethan  and
      Hong, David  and
      Ahmed, Iftekhar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.680/",
    pages = "15666--15689",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-large,
    title = "A Large-Scale Multi-Dimensional Empirical Study of {LLM}s for Conversation Summarization",
    author = "Zhou, Weixiao  and
      Li, Gengyao  and
      Zhu, Junnan  and
      Cheng, Xianfu  and
      Zhai, Feifei  and
      Li, Zhoujun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.681/",
    pages = "15690--15710",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-geometry-first,
    title = "Geometry First: Shaping Sentence Embeddings with Controlled Singular Value Regularization",
    author = "Li, Senyu  and
      Yu, Hao  and
      Wang, Ziyuan  and
      Adelani, David Ifeoluwa",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.682/",
    pages = "15711--15726",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-select,
    title = "Select the Key, Then Generate the Rest: Improving Multi-Modal Learning with Limited Data Budget",
    author = "Zhao, Xinyu  and
      Wang, Kaishen  and
      Yang, Jiaye  and
      Peng, Jie  and
      Xiang, Lirong  and
      Siddiqui, Faizan  and
      Lee, Kwonjoon  and
      Dariush, Behzad  and
      Chen, Tianlong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.683/",
    pages = "15727--15741",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mu-etal-2026-gui,
    title = "{GUI}-360{\textdegree} : A Comprehensive Dataset and Benchmark for Desktop Productivity Computer-Using Agents",
    author = "Mu, Jian  and
      Zhang, Chaoyun  and
      Ni, Chiming  and
      Wang, Lu  and
      Qiao, Bo  and
      Mathur, Kartik  and
      Wu, Qianhui  and
      Xie, Yuhang  and
      Ma, Xiaojun  and
      Zhou, Mengyu  and
      Qin, Si  and
      Li, Liqun  and
      Kang, Yu  and
      Ma, Minghua  and
      Lin, Qingwei  and
      Rajmohan, Saravan  and
      Zhang, Dongmei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.684/",
    pages = "15742--15763",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xiang-etal-2026-obgynlongbench,
    title = "{O}b{G}yn{L}ong{B}ench: Revealing the Evidence-to-{EHR} Gap in Longitudinal {EHR} Decision-Making",
    author = "Xiang, Jun  and
      Bao, Zhijie  and
      Rong, Hu  and
      Qin, Kaizhou  and
      Chen, Wei  and
      Wei, Zhongyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.685/",
    pages = "15764--15788",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-quantifying,
    title = "Quantifying Hidden Salt for Precision Healthcare: Sodium Assessment via Joint-Factor Retrieval and Chain-of-Thought Inference",
    author = "Huang, Mingyu  and
      Min, Weiqing  and
      Fang, Yuehui  and
      He, Yuna  and
      Jiang, Shuqiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.686/",
    pages = "15789--15804",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yuan-etal-2026-quack,
    title = "{QUACK}: Questioning, Understanding, and Auditing Communicated Knowledge in Multimodal Social Deduction Agents",
    author = "Yuan, Ye  and
      Song, Rui  and
      Li, Weien  and
      Li, Zeyu  and
      Liu, Haochen  and
      Kong, Xiangyu  and
      Han, Changjiang  and
      Yang, Yonghan  and
      Zhao, Zichen  and
      Dong, Zixuan  and
      Lyu, Fuyuan  and
      He, Bowei  and
      Wu, Haolun  and
      Kang, Jikun  and
      Liu, Xue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.687/",
    pages = "15805--15824",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-ideation,
    title = "Ideation Arena: Evaluating {LLM}-driven Research Ideation with Battle-style Human Expert Annotation",
    author = "Chen, Zhiyu  and
      Zhao, Keyu  and
      Fu, Jigao  and
      Liang, Dong  and
      Wu, Yanbiao  and
      Li, Jiaoyang  and
      Xue, Haidong  and
      Zeng, Xinhua  and
      Zhen, Yuanyi  and
      Xu, Fengli  and
      Li, Yong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.688/",
    pages = "15825--15849",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wulamu-etal-2026-bridging,
    title = "Bridging Generation and Parsing: Collaborative Self-Distillation for Zero-shot Multi-Intent Spoken Language Understanding",
    author = "Wulamu, Aziguli  and
      He, Ao  and
      Zhang, Dezheng  and
      Li, Jun  and
      Qian, Xinyuan  and
      Zhu, Zhihong  and
      Qin, Libo  and
      Xing, Bowen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.689/",
    pages = "15850--15866",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-tokens-behave,
    title = "Some Tokens Behave like Magnets: Revealing Linguistic Organization in the Layers of Language Models",
    author = "Liu, Andrew  and
      Srinivasan, Devan  and
      Penn, Gerald",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.690/",
    pages = "15867--15886",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ma-etal-2026-target,
    title = "Target-Binding Hallucination: A Position-Controlled Diagnostic for Multimodal {LLM}s in Multi-Image Contexts",
    author = "Ma, Qichao  and
      Liu, Yongtai  and
      Zhu, Xuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.691/",
    pages = "15887--15906",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{akinode-etal-2026-tukabench,
    title = "{T}uka{B}ench: A Culturally Grounded Jailbreak Benchmark for {A}frican Languages",
    author = "Akinode, Victor Olalekan  and
      Li, Senyu  and
      Hamidouche, Wassim  and
      Zamir, Syed Waqas  and
      Becker-Reshef, Inbal  and
      Adelani, David Ifeoluwa",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.692/",
    pages = "15907--15930",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-logicgraph,
    title = "{L}ogic{G}raph: Benchmarking Multi-Path Logical Reasoning via Neuro-Symbolic Generation and Verification",
    author = "Wu, Yanrui  and
      Zhang, Lingling  and
      Zhang, Xinyu  and
      Chang, Jiayu  and
      Li, Pengyu  and
      Jiang, Xu  and
      Hu, Jingtao  and
      Liu, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.693/",
    pages = "15931--15959",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kulkarni-etal-2026-tempo,
    title = "{TEMPO}: Temporally-grounded Multi-task Post-training for Large Audio-Language Models",
    author = "Kulkarni, Apoorva  and
      Jayakumar, Kaousheik  and
      Ghosh, Sreyan  and
      Aich, Utathya  and
      Duraiswami, Ramani  and
      Manocha, Dinesh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.694/",
    pages = "15960--15976",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-text,
    title = "Text as a Universal Interface for Transferable Personalization",
    author = "Liu, Yuting  and
      Guan, Jian  and
      Li, Jia-Nan  and
      Wu, Wei  and
      Yang, Jiang-Ming  and
      Zhao, Jianzhe  and
      Guo, Guibing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.695/",
    pages = "15977--16018",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kamoi-etal-2026-evaluating,
    title = "Evaluating {LLM}-Simulated Conversations in Modeling Inconsistent and Uncollaborative Behaviors in Human Social Interaction",
    author = "Kamoi, Ryo  and
      Godbole, Ameya  and
      Zhou, Binglin  and
      Lu, Xiaoxin  and
      Yang, Longqi  and
      Zhang, Rui  and
      Wan, Mengting  and
      Zhou, Pei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.696/",
    pages = "16019--16044",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fan-etal-2026-phoenixnest,
    title = "{P}hoenix{N}est-Video: Evidence-Grounded Multimodal Agent Framework for Automated Video Interview Assessment",
    author = "Fan, Yuxuan  and
      Huang, Miaojun  and
      Zhang, Haimei  and
      Wu, Jingshen  and
      Liu, Hao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.697/",
    pages = "16045--16067",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-internalizing,
    title = "Internalizing the Future: A Unified Agentic Training Paradigm for World Model Planning",
    author = "Zhang, Xuan  and
      Zhou, Zhijian  and
      Qiao, Lingfeng  and
      Qin, Yulei  and
      Li, Ke  and
      Sun, Xing  and
      Tan, Xiaoyu  and
      Qu, Chao  and
      Qi, Yuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.698/",
    pages = "16068--16118",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chaudhury-etal-2026-structural,
    title = "Structural Uncertainty from Self-Preference in Black-Box Language Models",
    author = "Chaudhury, Baishali  and
      Wang, Mengdie Flora  and
      Park, Hyunji Hayley  and
      Ghosh, Rahul  and
      Hong, Sungmin  and
      Woo, Jae Oh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.699/",
    pages = "16119--16147",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tur-etal-2026-still,
    title = "Would you still call this Dax? Novel Visual References in {VLM}s and Humans",
    author = "Tur, Ada Defne  and
      Kamath, Gaurav  and
      Chai, Joyce  and
      Reddy, Siva  and
      Krojer, Benno",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.700/",
    pages = "16148--16183",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{elle-2026-dialect,
    title = "The Dialect Tax: Dialectal Biases Persist throughout the Language Modeling Pipeline",
    author = "Elle",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.701/",
    pages = "16184--16206",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lv-etal-2026-saga,
    title = "{SAGA}: Structured Applicability-Guided Alignment for Conversational Legal Retrieval",
    author = "Lv, Xinxuan  and
      Li, Minghan  and
      Zhou, Guodong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.702/",
    pages = "16207--16226",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jin-etal-2026-skillsafetybench,
    title = "{S}kill{S}afety{B}ench: Evaluating Agent Safety under Skill-Facing Attack Surfaces",
    author = "Jin, Chang  and
      Wang, An  and
      Wei, Zeming  and
      Wang, Kai  and
      Zeng, BiaoJie  and
      Zhang, Qiaosheng  and
      Yang, Chao  and
      Qu, Jingjing  and
      Hu, Xia  and
      Xu, Xingcheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.703/",
    pages = "16227--16268",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zeng-etal-2026-implicit,
    title = "Implicit vs. Explicit Prompting Strategies for {LVLM}s in Referential Communication",
    author = "Zeng, Peter  and
      Paige, Amie J.  and
      Li, Weiling  and
      Brennan, Susan  and
      Rambow, Owen  and
      Jones, Cameron Robert",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.704/",
    pages = "16269--16285",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-lifelong,
    title = "Lifelong Intent Discovery: A Continual Learning Protocol and Method",
    author = "Chen, Peng  and
      Xia, Yu  and
      Wang, Bang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.705/",
    pages = "16286--16314",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-hugagent,
    title = "{H}ug{A}gent: A Human Simulation Benchmark for Individual-Level Reasoning",
    author = "Li, Chance Jiajie  and
      Mo, Zhenze  and
      Tang, Yuhan  and
      Qu, Ao  and
      Wu, Jiayi  and
      Zhao, Kaiya Ivy  and
      Gan, Yulu  and
      Fan, Jie  and
      Yu, Jiangbo  and
      Jiang, Hang  and
      Liang, Paul Pu  and
      Zhao, Jinhua  and
      Pastor, Luis Alberto Alonso  and
      Larson, Kent",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.706/",
    pages = "16315--16376",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-stateful,
    title = "Stateful Visual Encoders for Vision-Language Models",
    author = "Wang, Zirui  and
      Yu, Junwei  and
      Yala, Adam  and
      Chan, David M.  and
      Gonzalez, Joseph E.  and
      Darrell, Trevor",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.707/",
    pages = "16377--16399",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{anand-etal-2026-measuring,
    title = "Measuring, Localizing, and Reducing the {AI}-Like Writing Style of Post-Trained {LLM}s",
    author = {Anand, Aniket  and
      Singh, Janvijay  and
      Sun, Zhewei  and
      Hakkani-T{\"u}r, Dilek  and
      Feamster, Nick},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.708/",
    pages = "16400--16436",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{podasca-das-2026-agatha,
    title = "Agatha: Gated Hopfield Attention for Adversarially Robust Natural Language Processing",
    author = "Podasca, Andreia  and
      Das, Anup",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.709/",
    pages = "16437--16482",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{duan-etal-2026-vib,
    title = "{VIB}-Simp: {IB}-Inspired Output-Logit Regularization for {G}erman Text Simplification",
    author = "Duan, Mofan  and
      Yang, Yanyan  and
      Liu, Xiufeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.710/",
    pages = "16483--16495",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tamoyan-etal-2026-sherloc,
    title = "{SHERLOC}: Structured Diagnostic Localization for Code Repair Agents",
    author = "Tamoyan, Hovhannes  and
      Narenthiran, Sean  and
      Arakelyan, Erik  and
      Mezini, Mira  and
      Ginsburg, Boris",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.711/",
    pages = "16496--16524",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-misconceptionbench,
    title = "{M}isconception{B}ench: Evaluating {LLM}s on Science Misconceptions and Student Response Distributions",
    author = "Zhang, Ying  and
      Wang, Zhaoji  and
      Zhang, Chenyu  and
      Gao, Yizhu  and
      Ma, Wenchao  and
      Zhai, Xiaoming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.712/",
    pages = "16525--16539",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ni-etal-2026-consistency,
    title = "From Consistency to Complementarity: Aligned and Disentangled Multi-modal Learning for Time Series Understanding and Reasoning",
    author = "Ni, Hang  and
      Zhang, Weijia  and
      Wang, Fei  and
      Shao, Zezhi  and
      Liu, Hao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.713/",
    pages = "16540--16562",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-etal-2026-diagnosing,
    title = "Diagnosing {LLM} Arbitration Behavior over Pre-evidence Epistemic States in {RAG}-based Fact-Checking",
    author = "Sun, Yuxi  and
      Shang, Wenbo  and
      Gao, Wei  and
      Huang, Xin  and
      Ma, Jing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.714/",
    pages = "16563--16594",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{maekawa-etal-2026-align,
    title = "Align Then Adapt: Label-Efficient Adapter Learning for Asymmetric Dense Retrieval",
    author = "Maekawa, Seiji  and
      Aminnaseri, Moin  and
      Pezeshkpour, Pouya  and
      Hruschka, Estevam",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.715/",
    pages = "16595--16610",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-m2note,
    title = "{M}$^2${N}ote: Continual Evolution of Vision Language Models via Mistake Notebook Learning",
    author = "Li, Haiwen  and
      Tang, Jing  and
      Chen, Rui  and
      Sun, Lei  and
      Chen, Zining  and
      Chu, Xiangxiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.716/",
    pages = "16611--16629",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yan-etal-2026-wrong,
    title = "Wrong Prediction, Right Answer: Recovering Evidence from Collapsed {LLM} Sequence Scores",
    author = "Yan, Qiyao  and
      Wang, Chenpeng  and
      Pan, Liangming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.717/",
    pages = "16630--16649",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-extended,
    title = "Extended Inductive Reasoning for Personalized Preference Inference from Behavioral Signals",
    author = "Li, Jia-Nan  and
      Guan, Jian  and
      Wu, Wei  and
      Yan, Rui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.718/",
    pages = "16650--16682",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-mira,
    title = "{MIRA}: A Bilingual Benchmark for Medical Information Response Audit",
    author = "Xu, Mengyu  and
      Yang, Qiaoxin  and
      Wang, Qianqian  and
      Dai, Xiwei  and
      Wu, Weiyi  and
      Gao, Chongyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.719/",
    pages = "16683--16705",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-lexical,
    title = "Lexical Perturbations Disrupt {LLM} Reasoning: An Empirical Study of Attention Diversion",
    author = "Zhu, Jiaqian  and
      Zhang, Yang  and
      Ding, Junhua  and
      Yu, Xiaowei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.720/",
    pages = "16706--16727",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-helm,
    title = "{HELM}: Steering Long-Horizon Agents with Learned Hierarchical Memory and Epistemic Governance",
    author = "Liu, Jialong  and
      Shi, Yuling  and
      Li, Zuchao  and
      Wang, Ping",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.721/",
    pages = "16728--16753",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-hurts,
    title = "Why It Hurts: Identifying the Drivers of Negative Thoughts in Emotional Support Conversations",
    author = "Xu, Hainiu  and
      Sun, Zhaoyue  and
      Yan, Hanqi  and
      Du, Jinhua  and
      Catmur, Caroline  and
      He, Yulan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.722/",
    pages = "16754--16797",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-traces,
    title = "{TRACES}: Proactive Safety Auditing for Multi-Turn {LLM} Agents via Trajectory-State Modeling",
    author = "Li, Jiaqian  and
      Li, Yanshu  and
      Zhang, Boxuan  and
      Tang, Ruixiang  and
      Huang, Kuan-Hao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.723/",
    pages = "16798--16825",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-safety,
    title = "Safety Sentry: Context-Aware Human Intervention via {EXECUTE}{--}{ASK}{--}{REFUSE} Routing",
    author = "Chen, Tianyu  and
      Hu, Chujia  and
      Wang, Wenjie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.724/",
    pages = "16826--16852",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-citing,
    title = "Citing Less Critically: {LLM}s Reshape the Rhetoric and Reach of Scientific Citation",
    author = "Liu, Yixuan  and
      Chen, Lin  and
      Liu, Zhuoqi  and
      Lu, Jianglin  and
      Murray, Dakota",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.725/",
    pages = "16853--16872",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{quang-etal-2026-simpa,
    title = "{SIMPA}: Restricting What Experts See, Not What They Produce, in {M}o{E}-{PEFT}",
    author = "Quang, Pham Tri  and
      Tran, Khoa  and
      Do, Giang  and
      Le, Hung  and
      Tran, Truyen  and
      Quan, Tho",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.726/",
    pages = "16873--16894",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-infa,
    title = "{INFA}-Guard: Mitigating Malicious Propagation via Infection-Aware Safeguarding in {LLM}-Based Multi-Agent Systems",
    author = "Zhou, Yijin  and
      Lu, Xiaoya  and
      Liu, Dongrui  and
      Yan, Junchi  and
      Shao, Jing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.727/",
    pages = "16895--16913",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-qubric,
    title = "{QUBRIC}: Co-Designing Queries and Rubrics for {RL} Beyond Verifiable Rewards",
    author = "Zhang, Rongzhi  and
      Feng, Rui  and
      Zhang, Zhihan  and
      Yang, Jingfeng  and
      Yin, Qingyu  and
      Liu, Xin  and
      Zhang, Zixuan  and
      Nigam, Priyanka  and
      Yin, Bing  and
      Zhao, Tuo  and
      Zhang, Chao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.728/",
    pages = "16914--16931",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chang-li-2026-learning,
    title = "Learning to Evict: Policy-Driven {KV} Cache Optimization for Multi-Hop Multimodal Spatial Reasoning",
    author = "Chang, Jiale  and
      Li, Ying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.729/",
    pages = "16932--16947",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yuan-etal-2026-mitigating,
    title = "Mitigating Forgetting Between Supervised and Reinforcement Learning Yields Stronger Reasoners",
    author = "Yuan, Xiangchi  and
      Chen, Xiang  and
      Yu, Tong  and
      Shi, Dachuan  and
      Jin, Can  and
      Lee, Wenke  and
      Mitra, Saayan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.730/",
    pages = "16948--16971",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-utterances,
    title = "From Utterances to Networks: Modelling Slang Adoption and Diffusion Across Subreddits",
    author = "Wang, Xiaoning  and
      Underwood, Ted  and
      Sun, Zhewei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.731/",
    pages = "16972--16986",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yao-etal-2026-emergence,
    title = "The Emergence and Sparsification of a Syntactic Circuit",
    author = "Yao, Qing  and
      Boguraev, Sasha  and
      Pimentel, Tiago  and
      Mahowald, Kyle",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.732/",
    pages = "16987--17012",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zuo-etal-2026-rethinking,
    title = "Rethinking {L}o{RA} Memory Through the Lens of {KV} Cache Compression",
    author = "Zuo, Chunsheng  and
      Wang, Liaoyaqi  and
      Jurayj, William  and
      Fleshman, William  and
      Van Durme, Benjamin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.733/",
    pages = "17013--17030",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gregucci-etal-2026-half,
    title = "Half a Link can Be Enough to Predict a Whole Link: Understanding Generalization in Knowledge Graph Foundation Models",
    author = "Gregucci, Cosimo  and
      Theeb, Obaidah  and
      Hern{\'a}ndez, Daniel  and
      Vergari, Antonio  and
      Staab, Steffen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.734/",
    pages = "17031--17055",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sachdeva-boudol-2026-rating,
    title = "Rating the Raters: Rasch Measurement Theory for {LLM} Evaluation",
    author = "Sachdeva, Pratik S.  and
      Boudol, Nathan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.735/",
    pages = "17056--17072",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-emotra,
    title = "{E}mo{T}ra-{TTS}: Smooth Intra-Utterance Emotion Transitions for Speech Synthesis",
    author = "Liu, Tianchi  and
      Song, Zeyang  and
      Wang, Tianrui  and
      Li, Zhipeng  and
      Xu, Chenglin  and
      Guo, Steven Y.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.736/",
    pages = "17073--17091",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-flexlts,
    title = "{F}lex{LTS}: A Unified Paradigm for Content-Accurate Lip-to-Speech Synthesis with Optional Lip Reading",
    author = "Liu, Zhechen  and
      Yang, Shuang  and
      Shan, Shiguang  and
      Chen, Xilin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.737/",
    pages = "17092--17109",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kc-budathoki-2026-handoff,
    title = "Handoff Debt: The Rediscovery Cost When Coding Agents Take Over Interrupted Tasks",
    author = "KC, Dipesh  and
      Budathoki, Anjila",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.738/",
    pages = "17110--17126",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{luo-etal-2026-surgmind,
    title = "{S}urg{M}ind-{R}1: Overcoming Reasoning Collapse in Surgical Vision-Language Models via Reinforcement Learning",
    author = "Luo, Yifan  and
      Wang, Guoming  and
      Xiao, Ling  and
      Li, Juncheng  and
      Tang, Siliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.739/",
    pages = "17127--17143",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-breastgpt,
    title = "{B}reast{GPT}: A Multimodal Large Language Model for the Full Spectrum of Breast Cancer Clinical Routine",
    author = "Liu, Yang  and
      Zhang, Jiajin  and
      Tu, Danyang  and
      Hu, Yaojun  and
      Qu, Jiao  and
      Zhang, Jiuyu  and
      Shi, Yu  and
      Fang, Wei  and
      Gu, Shi  and
      Zhang, Ling  and
      Xia, Yingda",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.740/",
    pages = "17144--17178",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kabir-etal-2026-xcr,
    title = "{XCR}-Bench: Benchmarking Cross-Cultural Reasoning in {LLM}s via Culture-Specific Items and Hall{'}s Triad",
    author = "Kabir, Mohsinul  and
      Ahmed, Tasnim  and
      Rahman, Md Mezbaur  and
      Ji, Shaoxiong  and
      Alhuzali, Hassan  and
      Jiang, Yuechen  and
      Huang, Jimin  and
      Ananiadou, Sophia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.741/",
    pages = "17179--17209",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{passinato-etal-2026-portuguese,
    title = "{P}ortuguese-{IFE}val: Instruction-Following Evaluation in {P}ortuguese",
    author = "Passinato, Emanuel Borges  and
      Fontana, Gustavo Pires  and
      Botelho, Cibelle Pires  and
      Biancolini, J{\'u}lia Jaime  and
      Silva, Diogo Fernandes Costa  and
      Galv{\~a}o Filho, Arlindo Rodrigues",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.742/",
    pages = "17210--17228",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xue-etal-2026-beyond,
    title = "Beyond Truncation: Rethinking {LLM} Decoding as Ensemble Pruning",
    author = "Xue, Dunyao  and
      Du, Chengshuo  and
      Wang, Zhengbo  and
      Dai, Wenlin  and
      Meng, Cheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.743/",
    pages = "17229--17253",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-drugreason,
    title = "{D}rug{R}eason: Dynamic Multi-View Reasoning over Knowledge Graph and Language Evidence for Drug Repurposing",
    author = "Liu, Zijie  and
      Li, Hongxuan  and
      Tan, Zhen  and
      Duan, Jinhao  and
      Huang, Baixiang  and
      Liu, Zunpeng  and
      Shu, Kai  and
      Chen, Tianlong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.744/",
    pages = "17254--17266",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xiros-etal-2026-beyond,
    title = "Beyond Magnitude: Contrastive Routing for Modular Mixture-of-Experts",
    author = "Xiros, Nikolaos  and
      Damianos, Dimitrios  and
      Zoumpoulidi, Maria-Eleni  and
      Voukoutis, Leon  and
      Katsouros, Vassilis  and
      Paraskevopoulos, Georgios",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.745/",
    pages = "17267--17280",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tian-etal-2026-lifeagentbench,
    title = "{L}ife{A}gent{B}ench: Benchmarking {LLM}s for Long-Horizon, Cross-Dimensional Lifestyle Health Reasoning",
    author = "Tian, Ye  and
      Wang, Zihao  and
      Gungor, Onat  and
      Fan, Xiaoran  and
      Rosing, Tajana",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.746/",
    pages = "17281--17301",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-beyond-accuracy,
    title = "Beyond Accuracy: Community Perspectives on Machine Translation",
    author = "Wang, Yujun  and
      Reiter, Ehud  and
      Pan, Shimei  and
      Eger, Steffen  and
      Zhao, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.747/",
    pages = "17302--17319",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-embarrassingly,
    title = "An Embarrassingly Simple Detector for Model Extraction Attacks in Large Language Model {API} Traffic",
    author = "Liu, Shuze  and
      Guo, Qianwen  and
      Dong, Yushun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.748/",
    pages = "17320--17338",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sullivan-koller-2026-accelerating,
    title = "Accelerating Constrained Decoding with Token Space Compression",
    author = "Sullivan, Michael  and
      Koller, Alexander",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.749/",
    pages = "17339--17352",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yoo-etal-2026-national,
    title = "From National Curricula to Cultural Awareness: Constructing Open-Ended Culture-Specific Question Answering Dataset",
    author = "Yoo, Haneul  and
      Cho, Won Ik  and
      Kim, Geunhye  and
      Han, Ji Yoon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.750/",
    pages = "17353--17372",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jiang-etal-2026-toward,
    title = "Toward Latent Language Model Skills Steering and Optimization: An Empirical Study",
    author = "Jiang, Xunyi  and
      Wu, Junda  and
      Xiong, Yuxin  and
      Yu, Sheldon  and
      Yu, Tong  and
      Arbour, David  and
      Sinha, Ritwik  and
      McAuley, Julian  and
      Wen, Hongyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.751/",
    pages = "17373--17392",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-leap,
    title = "{LEAP}: Likelihood Elicitation and Aggregation for {LLM}-based Probabilistic Forecasting",
    author = "Chen, Yufei  and
      Zhao, Yiran  and
      Xu, Xiaogang  and
      Xie, Qipeng  and
      Wu, Jiafei  and
      Liu, Zhe",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.752/",
    pages = "17393--17412",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hirsch-etal-2026-implicit,
    title = "Implicit Bias in {LLM}s for Transgender Populations",
    author = "Hirsch, Micaela  and
      Elichiry, Marina  and
      Radi, Blas  and
      Quiroga, Tamara  and
      Restrepo, David  and
      Benotti, Luciana  and
      Xhardez, Veronica  and
      Dunstan, Jocelyn  and
      Ferrante, Enzo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.753/",
    pages = "17413--17427",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nguyen-etal-2026-effectiveness,
    title = "On the (In)effectiveness of {AMR} Augmentation for Large Language Models",
    author = "Nguyen, Hoa Quynh Nhung  and
      Staiano, Jacopo  and
      Sullivan, Michael",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.754/",
    pages = "17428--17450",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-cognitive,
    title = "The Cognitive Bandwidth Bottleneck: Shifting Long-Horizon Agents from Planning with Actions to Planning with Schemas",
    author = "Xu, Baixuan  and
      Zheng, Tianshi  and
      Wang, Zhaowei  and
      Tsang, Hong Ting  and
      Wang, Weiqi  and
      Fang, Tianqing  and
      Song, Yangqiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.755/",
    pages = "17451--17468",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-masking,
    title = "Masking Stale Observations Helps Search Agents {---} Until It Doesn{'}t: A Regime Map and Its Mechanism",
    author = "Zhang, Haoxiang  and
      Xu, Qixin  and
      Li, Zhuofeng  and
      Zhang, Lei  and
      Jiang, Pengcheng  and
      Zhang, Yu  and
      McAuley, Julian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.756/",
    pages = "17469--17505",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{abdulmumin-etal-2026-afriscience,
    title = "{A}fri{S}cience-{MT}: Towards Decolonizing Science in {A}frica through Text Translation",
    author = "Abdulmumin, Idris  and
      Gwadabe, Tajuddeen  and
      Muhammad, Shamsuddeen Hassan  and
      Adelani, David Ifeoluwa  and
      Khalo, Nomonde  and
      Ahmad, Ibrahim Said  and
      Modupe, Abiodun  and
      Mumm, Anina  and
      Biyela, Sibusiso  and
      Rabie, Michelle  and
      Havemann, Johanna  and
      Rei, Marek  and
      Abbott, Jade  and
      Marivate, Vukosi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.757/",
    pages = "17506--17555",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ni-etal-2026-trace2skill,
    title = "{T}race2{S}kill: Distill Trajectory-Local Lessons into Transferable Agent Skills",
    author = "Ni, Jingwei  and
      Liu, Yihao  and
      Liu, Xinpeng  and
      Sun, Yutao  and
      Zhou, Mengyu  and
      Cheng, Pengyu  and
      Wang, Dexin  and
      Zhao, Erchao  and
      Jiang, Xiaoxi  and
      Jiang, Guanjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.758/",
    pages = "17556--17577",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-llm-decisions,
    title = "Are {LLM} Decisions Faithful to Verbal Confidence?",
    author = "Wang, Jiawei  and
      Zhou, Yanfei  and
      Devic, Siddartha  and
      Fu, Deqing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.759/",
    pages = "17578--17594",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-etal-2026-seeing,
    title = "Seeing What Is Actually There: {P}ri{VE}-Bench and {P}ri{VE}-Tools for Counterfactual Evaluation of Agentic Visual Evidence in {VLM}s",
    author = "Sun, Jingyu  and
      Tu, Jiachen  and
      Xue, Yuyang  and
      Jiang, Yaoxin  and
      Xu, Guoyi  and
      Yao, Zhengtao  and
      Qian, Rui  and
      Sun, Yizheng  and
      Zhou, Hongpeng  and
      Sun, Jingyuan  and
      Lin, Yan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.760/",
    pages = "17595--17622",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guo-etal-2026-sample,
    title = "Sample Where You Struggle: Sharpening Base Model Reasoning via Entropy-Guided Power Sampling",
    author = "Guo, Hong  and
      Guo, Nianhui  and
      Meinel, Christoph  and
      Yang, Haojin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.761/",
    pages = "17623--17639",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dugan-etal-2026-building,
    title = "Building Auditable {AI} Text Detectors with Sparse Autoencoders",
    author = "Dugan, Liam  and
      McDougall, Callum Stuart  and
      Denton, Matthew  and
      Pham, Philip  and
      Kaeser-Chen, Christine  and
      Callison-Burch, Chris",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.762/",
    pages = "17640--17689",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ceron-etal-2026-wildseek,
    title = "{W}ild{SEEK}: Evaluating Language Models for Information-Seeking",
    author = "Ceron, Tanise  and
      Baumann, Joachim  and
      Bassignana, Elisa  and
      Cabuk, Berat  and
      Hovy, Dirk  and
      Nozza, Debora",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.763/",
    pages = "17690--17718",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-etal-2026-olivia,
    title = "{OLIVIA}: Online Learning via Inference-time Action Adaptation",
    author = "Yu, Sheldon  and
      Wu, Junda  and
      Li, Xintong  and
      Kuang, Nikki Lijing  and
      Zhou, Sizhe  and
      Yu, Tong  and
      Han, Jiawei  and
      Shang, Jingbo  and
      McAuley, Julian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.764/",
    pages = "17719--17734",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sehgal-etal-2026-real,
    title = "Real-Time Deadlines Reveal Fragile Temporal Adaptation in {LLM} Strategic Dialogues",
    author = "Sehgal, Neil  and
      Guntuku, Sharath Chandra  and
      Ungar, Lyle",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.765/",
    pages = "17735--17756",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{calamai-etal-2026-disclosure,
    title = "From Disclosure to Evaluability: an {NLP}-Based Analysis of Corporate Transition Plans",
    author = "Calamai, Tom  and
      Balalau, Oana  and
      Guenedal, Theo Le  and
      Suchanek, Fabian M.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.766/",
    pages = "17757--17785",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{radwan-etal-2026-sonic,
    title = "{SONIC}-{O}1: A Real-World Benchmark for Evaluating Multimodal Large Language Models on Audio-Video Understanding",
    author = "Radwan, Ahmed Y.  and
      Emmanouilidis, Christos  and
      Tabassum, Hina  and
      Pandya, Deval  and
      Raza, Shaina",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.767/",
    pages = "17786--17825",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ducel-etal-2026-benchmarks,
    title = "Are Benchmarks a Source of Bias in {LLM}s? {MMLU}, {C}ommon{S}ense{QA} and {MGSM} under the Microscope",
    author = {Ducel, Fanny  and
      Shariff, Shayan Ahmed  and
      Al Kotob, Ibrahim  and
      Arakkal Remesh, Binesh  and
      Digoin-Caparros, Lucie  and
      N{\'e}v{\'e}ol, Aur{\'e}lie  and
      Fort, Kar{\"e}n},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.768/",
    pages = "17826--17841",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-diagnostic,
    title = "Diagnostic Analysis for Large Language Model Reasoning",
    author = "Liu, Xinyu  and
      Fu, Dongqi  and
      Wu, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.769/",
    pages = "17842--17867",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-digitalcoach,
    title = "{D}igital{C}oach: Communication and Grounding Gaps in Human and Agentic Computer Use Coaching",
    author = "Chen, Meng  and
      Ji, Anya  and
      Wu, Tsung-Han  and
      Maringgele, Tobias  and
      Chan, David M.  and
      Suhr, Alane  and
      Pavel, Amy",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.770/",
    pages = "17868--17907",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zou-etal-2026-saliency,
    title = "From Saliency Ranking to Evidence Preservation: Visual Token Condensation for Efficient Multimodal Reasoning",
    author = "Zou, Xin  and
      Lu, Di  and
      Yan, Yibo  and
      Liu, Shuliang  and
      Wang, Yizhou  and
      Liu, Xiang  and
      Zhang, Linfeng  and
      Hu, Xuming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.771/",
    pages = "17908--17935",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{qian-etal-2026-userbench,
    title = "{U}ser{B}ench: An Interactive Gym Environment for User-Centric Agents",
    author = "Qian, Cheng  and
      Liu, Zuxin  and
      Prabhakar, Akshara  and
      Liu, Zhiwei  and
      Zhang, Jianguo  and
      Chen, Haolin  and
      Ji, Heng  and
      Yao, Weiran  and
      Heinecke, Shelby  and
      Savarese, Silvio  and
      Xiong, Caiming  and
      Wang, Huan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.772/",
    pages = "17936--17966",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bikbulatov-petrosian-2026-trope,
    title = "{TROPE}: Typed Representations and Operators for Problem Editing in {LLM} Reasoning",
    author = "Bikbulatov, Vadim  and
      Petrosian, Ovanes",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.773/",
    pages = "17967--17993",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-etal-2026-dynamo,
    title = "{DYNAMO}: Dynamic Skill-Tool Evolution for Vision-Language Agents",
    author = "Sun, Yutao  and
      Miao, Yanting  and
      Ma, Hao-Xuan  and
      Zhou, Mengyu  and
      Chen, Mingshuai  and
      Zhao, Tiancheng  and
      Wang, Dexin  and
      Lv, Lei  and
      Xu, Li  and
      Jiang, Xiaoxi  and
      Jiang, Guanjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.774/",
    pages = "17994--18015",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{land-bikel-2026-auditing,
    title = "Auditing {LLM} Benchmarks with Item Response Theory",
    author = "Land, Sander  and
      Bikel, Daniel M.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.775/",
    pages = "18016--18039",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{boizard-etal-2026-scale,
    title = "Scale or Reason? A Compute-Equivalent Analysis of Reasoning Distillation",
    author = "Boizard, Nicolas  and
      Gisserot-Boukhlef, Hippolyte  and
      El Haddad, Kevin  and
      Hudelot, Celine  and
      Colombo, Pierre",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.776/",
    pages = "18040--18064",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yan-etal-2026-pyravid,
    title = "{P}yra{V}id: Hierarchical Multimodal Memory for Long-Horizon Video Reasoning",
    author = "Yan, Sikuan  and
      Dong, Sicheng  and
      Wang, Haotong  and
      Nie, Ercong  and
      Liu, Yilun  and
      Bi, Jinhe  and
      Xu, Yingjie  and
      Schwarzmann, Susanna  and
      Trivisonno, Riccardo  and
      Tresp, Volker  and
      Ma, Yunpu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.777/",
    pages = "18065--18084",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shihab-etal-2026-est,
    title = "{EST}-{PRM}: Stress-Testing Process Reward Models Before They Become Load-Bearing",
    author = "Shihab, Ibne Farabi  and
      Afrin, Fariya  and
      Akter, Sanjeda  and
      Sharma, Anuj",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.778/",
    pages = "18085--18108",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-validity,
    title = "Validity-Aware Jailbreak Evaluation for Large Language Models",
    author = "Wu, Qilong  and
      Wadhwa, Sahil  and
      Mohanty, Pranab  and
      Iyengar, Giri  and
      Chandrasekaran, Varun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.779/",
    pages = "18109--18132",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{qian-etal-2026-userrl,
    title = "{U}ser{RL}: A Gym-Based Testbed for User-Centric Reinforcement Learning",
    author = "Qian, Cheng  and
      Liu, Zuxin  and
      Prabhakar, Akshara  and
      Qiu, Jielin  and
      Liu, Zhiwei  and
      Chen, Haolin  and
      Kokane, Shirley  and
      Ji, Heng  and
      Yao, Weiran  and
      Savarese, Silvio  and
      Xiong, Caiming  and
      Wang, Huan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.780/",
    pages = "18133--18163",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-foxglove,
    title = "{FOXGLOVE}: Understanding Goal-Oriented and Anchored Writing Feedback from Experts and {LLM}s on Argumentative Essays",
    author = "Liu, Yijun  and
      Song, Yifan  and
      Gallagher, John R.  and
      Sterman, Sarah  and
      August, Tal",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.781/",
    pages = "18164--18185",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-caliburn,
    title = "{CALIBURN}: Self-Calibrated {LLM} Unlearning Alignment",
    author = "Yang, Zhengbang  and
      Zhong, Yisheng  and
      Hong, Junyuan  and
      Zhu, Zhuangdi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.782/",
    pages = "18186--18202",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{naous-etal-2026-camellia,
    title = "Camellia: Benchmarking Cultural Biases in {LLM}s for {A}sian Languages",
    author = "Naous, Tarek  and
      Savit, Anagha  and
      Catalan, Carlos Rafael  and
      Guo, Geyang  and
      Lee, Jaehyeok  and
      Lee, Kyungdon  and
      Dizon, Lheane Marie  and
      Ye, Mengyu  and
      Kothari, Neel  and
      Singh, Sahajpreet  and
      Masud, Sarah  and
      Patwa, Tanish  and
      Tran, Trung Thanh  and
      Khan, Zohaib  and
      Ritter, Alan  and
      Chakraborty, Tanmoy  and
      Arase, Yuki  and
      Sakaguchi, Keisuke  and
      Bak, JinYeong  and
      Xu, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.783/",
    pages = "18203--18226",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yao-etal-2026-physwave,
    title = "{P}hys{W}ave: Physics-Guided Latent Diffusion Models for Controllable Spatial Audio Generation",
    author = "Yao, Lingfeng  and
      Huang, Chenpei  and
      Yang, Xingke  and
      Geng, Ziye  and
      Luo, Changqing  and
      Wang, Hao  and
      Liu, Jiang  and
      Pan, Miao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.784/",
    pages = "18227--18242",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shihab-etal-2026-spectral,
    title = "Spectral {DPO}: Mitigating Validation Collapse via Heavy-Tailed Regularization",
    author = "Shihab, Ibne Farabi  and
      Akter, Sanjeda  and
      Sharma, Anuj",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.785/",
    pages = "18243--18260",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-conformalized,
    title = "Conformalized Large Language Models under Configuration Shift",
    author = "Zhu, Yuqicheng  and
      Yu, Jialin  and
      Li, Lin  and
      Zhang, Gengyuan  and
      Yang, Zhen  and
      Staab, Steffen  and
      Dokania, Puneet K.  and
      Torr, Philip  and
      Tang, Jie  and
      Kharlamov, Evgeny",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.786/",
    pages = "18261--18289",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{su-etal-2026-preunlearn,
    title = "{P}re{U}nlearn: Auditing Collateral Knowledge Damage Before Large Language Model Unlearning",
    author = "Su, Bo  and
      Shah, Ankit  and
      Le, Thai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.787/",
    pages = "18290--18301",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-balms,
    title = "{BALMS}: Benchmarking Agentic {LLM}s for Longitudinal Mental Health {S}ensing",
    author = "Wu, Yu Yvonne  and
      Pillai, Arvind  and
      Chen, Yuliang  and
      Zhang, Yuwei  and
      Regmi, Sudarshan  and
      Griffin, Tess Z  and
      Heinz, Michael V.  and
      Marsch, Lisa  and
      Jacobson, Nicholas C.  and
      Campbell, Andrew",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.788/",
    pages = "18302--18321",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-haste,
    title = "More Haste, Less Speed: Weaker Single-Layer Watermark Improves Distortion-Free Watermark Ensembles",
    author = "Chen, Ruibo  and
      Wu, Yihan  and
      Cui, Xuehao  and
      Zhang, Jingqi  and
      Huang, Heng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.789/",
    pages = "18322--18335",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-etal-2026-one,
    title = "One Frozen Simulator Is Not Enough: Simulator Collapse in Multi-Agent {RL}",
    author = "Yu, Simon  and
      Tomlin, Nicholas  and
      Abdulhai, Marwa  and
      Chong, Derek  and
      Lu, Ximing  and
      Hou, Abe Bohan  and
      Soylu, Dilara  and
      Levine, Sergey  and
      Manning, Christopher D  and
      Shi, Weiyan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.790/",
    pages = "18336--18373",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shen-etal-2026-chronovision,
    title = "{C}hrono{V}ision: Temporal Reasoning via Latent State Reconstruction",
    author = "Shen, Yifan  and
      Xu, Jian  and
      Li, Boyi  and
      Zhang, Yuner  and
      Yu, Tianjiao  and
      Li, Bingxuan  and
      Yang, Houze  and
      Wang, Rushi  and
      Cao, Xu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.791/",
    pages = "18374--18405",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-lexrubric,
    title = "{L}ex{R}ubric: A Rubric-Guided Diagnostic Benchmark for Open-Ended Legal Tasks",
    author = "Chen, Yifan  and
      Li, Haitao  and
      HU, Yiran  and
      Song, Kaisong  and
      Lin, Jun  and
      Wu, Yueyue  and
      Ai, Qingyao  and
      Zhang, Min  and
      Liu, Yiqun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.792/",
    pages = "18406--18422",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{park-hwang-2026-taskpress,
    title = "{T}ask{P}ress: Query-Agnostic {KV} Cache Compression via Task-Guided Pruning",
    author = "Park, Wonpyo  and
      Hwang, Seung-Won",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.793/",
    pages = "18423--18434",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{parappan-henao-2026-labels,
    title = "Labels have Human Values: Value Calibration of Subjective Tasks",
    author = "Parappan, Mohammed Fayiz  and
      Henao, Ricardo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.794/",
    pages = "18435--18453",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jin-etal-2026-evolution,
    title = "When Evolution Meets Momentum: Orchestrating Goal-oriented and Process-oriented reasoning for {LLM} Inference Scaling",
    author = "Jin, Mingyu  and
      Chen, Haifeng  and
      Chen, Yuanzhou  and
      Light, Jonathan  and
      Yu, Wenchao  and
      Cheng, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.795/",
    pages = "18454--18489",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ki-etal-2026-adamame,
    title = "{A}da{M}ame: A Training Recipe for Adaptive Multilingual Reasoning",
    author = "Ki, Dayeon  and
      Duh, Kevin  and
      Carpuat, Marine",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.796/",
    pages = "18490--18511",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jiang-ferraro-2026-scribe,
    title = "{SCRIBE}: Learning Reusable Skill Rubrics for Process Reward Models",
    author = "Jiang, Yuxuan  and
      Ferraro, Francis",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.797/",
    pages = "18512--18526",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-rethinking,
    title = "Rethinking the Evaluation of Efficiency Methods for Multi-Agent Systems",
    author = "Zhang, Jiamu  and
      Zhang, Lingxi  and
      Lu, Pengjun  and
      Zhang, Qiyue  and
      Chuang, Yu-Neng  and
      Li, Zhengchen  and
      Xu, Shuai  and
      Chaudhary, Vipin  and
      Chen, Hanjie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.798/",
    pages = "18527--18562",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lin-etal-2026-alert,
    title = "{ALERT}: Zero-shot {LLM} Jailbreak Detection via Internal Discrepancy Amplification",
    author = "Lin, Xiao  and
      Li, Philip  and
      Zeng, Zhichen  and
      Li, Ting-Wei  and
      Wei, Tianxin  and
      Ning, Xuying  and
      Li, Gaotang  and
      Chen, Yuzhong  and
      Tong, Hanghang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.799/",
    pages = "18563--18582",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-llms-take,
    title = "Can {LLM}s Take the Pulse of the Economy? A Real-Time Evaluation of {LLM} Nowcasts on Macroeconomic Indicators",
    author = "Zhao, Xinyue  and
      Zhang, Ruiyi  and
      Ye, Liqin  and
      Cao, Rui  and
      Xie, Pengtao  and
      Chava, Sudheer",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.800/",
    pages = "18583--18630",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{prottasha-etal-2026-monkey,
    title = "Monkey Jump: {M}o{E}-Style {PEFT} for Efficient Multi-Task Learning",
    author = "Prottasha, Nusrat Jahan  and
      Kowsher, Md  and
      Yu, Chun-Nam  and
      Chen, Chen  and
      Garibay, Ozlem",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.801/",
    pages = "18631--18674",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{he-etal-2026-mm,
    title = "{MM}-{COMPLIANCE}: A Multilingual Multimodal Dataset for Sustainability Compliance Auditing",
    author = {He, Rui  and
      Yang, Jianhua  and
      Kera, Tomoki  and
      Keyaki, Atsushi  and
      Lhuissier, Ana{\"i}s  and
      Kang, Juyeon  and
      Day, Min-Yuh  and
      Yang, Guan-Bo  and
      Chen, Hsin-Hsi  and
      Wanvarie, Dittaya  and
      Lee, Yongjae  and
      Park, Suhwan  and
      Nakao, Yuriko  and
      Chen, Chung-Chi  and
      Seki, Yohei},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.802/",
    pages = "18675--18690",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yauw-etal-2026-integrated,
    title = "Integrated and Cross-Architecture Interpretation of {LLM} Reasoning",
    author = "Yauw, Leonardo Matthew  and
      Kou, Wei-Bin  and
      Yang, Yujiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.803/",
    pages = "18691--18718",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sumida-etal-2026-memuse,
    title = "{M}em{U}se: Moving Memory Evaluation from Direct {QA} to Natural Integration in Long-Term Human-{AI} Conversation",
    author = "Sumida, Ryuichi  and
      Inoue, Koji  and
      Kawahara, Tatsuya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.804/",
    pages = "18719--18749",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-timeprune,
    title = "{T}ime{P}rune: Budgeted Temporal Pruning for Efficient Multimodal Time Series Analysis",
    author = "Liu, Chenghao  and
      Liu, Qian  and
      Mahanti, Aniket  and
      Han, Jindong  and
      Li, Min  and
      Fan, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.805/",
    pages = "18750--18771",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-language,
    title = "Do Language Models Understand Implicit Logical Meaning? A Case Study of Scope Ambiguity Resolution in Context",
    author = "Kim, Jieun  and
      Park, Suhyeon  and
      Lee, Kunhui  and
      Na, Seung-Hoon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.806/",
    pages = "18772--18795",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-stratprune,
    title = "{S}trat{P}rune: Cascade Stratum Pruning for Efficient Time Series Reasoning",
    author = "Liu, Chenghao  and
      Liu, Qian  and
      Mahanti, Aniket  and
      Wang, Alex Xing  and
      Yi, Jingwei  and
      Fan, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.807/",
    pages = "18796--18813",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ajayi-mitra-2026-humorgen,
    title = "{H}umor{G}en: Cognitive Synergy for Humor Generation in Large Language Models via Persona-Based Distillation",
    author = "Ajayi, Edward  and
      Mitra, Prasenjit",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.808/",
    pages = "18814--18841",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-toucan,
    title = "{TOUCAN}: Synthesizing 1.5{M} Tool-Agentic Data from Real-World {MCP} Environments",
    author = "Xu, Zhangchen  and
      Soria, Adriana Meza  and
      Tan, Shawn  and
      Roy, Anurag  and
      Agrawal, Ashish Sunil  and
      Poovendran, Radha  and
      Panda, Rameswar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.809/",
    pages = "18842--18872",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-batch,
    title = "Batch-of-Thought: Cross-Instance Learning for Enhanced {LLM} Reasoning",
    author = "Yang, Xuan  and
      Jia, Furong  and
      Xie, Roy  and
      Xiong, Xi  and
      Bian, Hengwei  and
      LI, Jian  and
      Agrawal, Monica",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.810/",
    pages = "18873--18892",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-knowmebenchv2,
    title = "{K}now{M}e{B}ench{V}2: Evidence-Grounded Person-Centric Long-Video Understanding",
    author = "Wu, Tingyu  and
      Cao, Guangyu  and
      Lan, Qizhen  and
      Chen, Zhisheng  and
      Weng, Ziyan  and
      Zhu, Bingkun  and
      Su, Miao  and
      Li, Chenglong  and
      Xie, Zhengwei  and
      Wang, Huacan  and
      Hu, Sen  and
      Ye, Haocun  and
      AN, Nan  and
      Liu, Zaoqu  and
      Chen, Ronghao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.811/",
    pages = "18893--18913",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-secret,
    title = "Secret Stealing Attacks on Local {LLM} Fine-Tuning through Supply-Chain Model Code Backdoors",
    author = "Li, Zi  and
      Zhou, Tian  and
      Li, Wenze  and
      Hua, Jingyu  and
      Mao, Yunlong  and
      Zhong, Sheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.812/",
    pages = "18914--18930",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-egr,
    title = "{EGR}-{FV}: Evidence-Grounded Remixing for Debiased Fact Verification via Counterfactual Necessity-Guided Training",
    author = "Yang, Jun  and
      Song, Dandan  and
      Wu, Zhijing  and
      Tian, Yuhang  and
      Ma, Huipeng  and
      Li, Chenhao  and
      Jin, Yizhou  and
      Feng, Guangyuan  and
      Li, Xudong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.813/",
    pages = "18931--18945",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-spec,
    title = "{SPEC}-Distill: Towards Efficient Speculative Distillation for Reinforcement Learning with Verifiable Rewards",
    author = "Liu, Bingshuai  and
      Min, Zijun  and
      Wang, Ante  and
      Cao, Jiajun  and
      Zhang, Haibo  and
      Yao, Liang  and
      Liu, Shuman  and
      Zeng, Anxiang  and
      Su, Jinsong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.814/",
    pages = "18946--18959",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kang-etal-2026-generalist,
    title = "Can Generalist Agents Automate Data Curation?",
    author = "Kang, Feiyang  and
      Li, Hanze  and
      Nguyen, Adam  and
      Dabas, Mahavir  and
      Ma, Jiaqi W.  and
      Sala, Frederic  and
      Song, Dawn  and
      Jia, Ruoxi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.815/",
    pages = "18960--18995",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-attention-amnesia,
    title = "Attention Amnesia in Hybrid {LLM}s: When {C}o{T} Fine-Tuning Breaks Long-Range Recall, and How to Fix It",
    author = "Zhou, Xinyu  and
      Zhu, Boyu  and
      Xu, Yi  and
      Li, Zhiwei  and
      Chen, Yingfa  and
      Wang, Huiming  and
      Guo, Zhijiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.816/",
    pages = "18996--19013",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{abdo-etal-2026-translation,
    title = "Translation-Induced Label Drift in Natural Language Inference: Evidence from Nine Languages",
    author = {Abdo, Muhammad S.  and
      Artkaew, Phakphum  and
      Ashraf, Sadia  and
      Paiva, Elder Henrique Attala E  and
      Benavides, Jose  and
      Karkoutli, Hale  and
      Lieffers, Melissa  and
      Naske, Elias  and
      Shi, Wenchen  and
      Wang, Jinyuan  and
      K{\"u}bler, Sandra},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.817/",
    pages = "19014--19027",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yan-etal-2026-consensusbench,
    title = "{C}onsensus{B}ench: Benchmark of Consensus Nodes for {LLM} Reasoning via Outcome Reward Densifying",
    author = "Yan, Shi-Qi  and
      Tan, Chao-Hong  and
      Chen, Qian  and
      Wang, Wen  and
      Li, Xiangang  and
      Ling, Zhen-Hua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.818/",
    pages = "19028--19041",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-art,
    title = "The Art of Efficient Reasoning: Data, Reward, and Optimization",
    author = "Wu, Taiqiang  and
      Xu, Zenan  and
      Zhou, Bo  and
      Wong, Ngai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.819/",
    pages = "19042--19063",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{rodriguez-etal-2026-vectorgym,
    title = "{V}ector{G}ym: A Multi-Task Benchmark for {SVG} Code Generation, Sketching and Editing",
    author = "Rodriguez, Joan  and
      Zhang, Haotian  and
      Puri, Abhay  and
      Dai, Haoran  and
      Zhang, Tianyang  and
      Lin, Meng  and
      Pramanik, Rishav  and
      Xie, Xiaoqing  and
      Rodriguez, Marco Terral  and
      Kaushik, Darsh  and
      Shariff, Aly  and
      Rajeswar, Sai  and
      Taslakian, Perouz  and
      Gella, Spandana  and
      Vazquez, David  and
      Pal, Christopher  and
      Pedersoli, Marco",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.820/",
    pages = "19064--19091",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-skill-reuse,
    title = "Skill Reuse as Compression in Agentic {RL}",
    author = "Xu, Zhikun  and
      Feng, Yu  and
      Dineen, Jacob  and
      Shi, Taiwei  and
      Zhao, Jieyu  and
      Zhou, Ben",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.821/",
    pages = "19092--19110",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{su-etal-2026-pungraph,
    title = "{P}un{G}raph: Retrieval-Enhanced Phonetic-Semantic Graph Reasoning for Pun Understanding",
    author = "Su, Yuchen  and
      Huang, Zijian  and
      Shi, Yaotian  and
      Zhong, Shaoxin  and
      Wang, Ruofan  and
      Li, Mengze  and
      Zhu, Yonghua  and
      Benavides-Prado, Diana  and
      Witbrock, Michael J.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.822/",
    pages = "19111--19124",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-token,
    title = "Token-weighted Direct Preference Optimization with Attention",
    author = "Huang, Chengyu  and
      Li, Zhuohang  and
      Chou, Sheng-Yen  and
      Cardie, Claire",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.823/",
    pages = "19125--19145",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-etal-2026-dimple,
    title = "Dimple: Discrete Diffusion Parallel Generation for Large Multimodal Modal",
    author = "Yu, Runpeng  and
      Ma, Xinyin  and
      Wang, Xinchao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.824/",
    pages = "19146--19170",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dmonte-etal-2026-sunder,
    title = "{SUNDER}: Selective Unmasking for Text Understanding",
    author = "Dmonte, Alphaeus  and
      Ranasinghe, Tharindu  and
      Zampieri, Marcos",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.825/",
    pages = "19171--19188",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{titiya-etal-2026-captr,
    title = "{CAPTR}: Caption-based Context Pruning for Multimodal Tabular Reasoning",
    author = {Titiya, Prasham  and
      Engl{\"a}nder, Leon  and
      Najpande, Gaurav  and
      Kumar, Tampu Ravi  and
      Gurevych, Iryna  and
      Gupta, Vivek},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.826/",
    pages = "19189--19214",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gao-etal-2026-metrics,
    title = "Which Metrics Save the Most Human Annotation? Prediction-Powered Evaluation and Meta-Evaluation",
    author = "Gao, Mingqi  and
      Sicilia, Anthony  and
      Shi, Weiyan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.827/",
    pages = "19215--19254",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-beyond-semantic,
    title = "Beyond Semantic Organization: Memory as Execution State Management for Long-Horizon Agents",
    author = "Chen, Yaoqi  and
      Lai, Haibin  and
      Feng, Yuru  and
      Han, Chuyu  and
      Zhang, Qianxi  and
      Lu, Baotong  and
      Li, Menghao  and
      Wang, Xinjiang  and
      Jin, Zewen  and
      Wu, Hao  and
      Li, Cheng  and
      Chen, Qi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.828/",
    pages = "19255--19272",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-cover,
    title = "{C}o{V}er: Conflict-aware Claim Verification",
    author = "Zhang, Shuning  and
      Shi, Dai  and
      Chu, Bohao  and
      Wang, Hui  and
      Chuai, Yuwei  and
      Wang, Yifan  and
      Chen, Jingruo  and
      Li, Simin  and
      Yi, Xin  and
      Li, Hewu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.829/",
    pages = "19273--19289",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-debate-decision,
    title = "From Debate to Decision: Conformal Social Choice for Safe Multi-Agent Deliberation",
    author = "Wang, Mengdie Flora  and
      Xie, Haochen  and
      Wang, Guanghui  and
      Gao, Aijing  and
      Yang, Guang  and
      Li, Ziyuan  and
      Qiu, Qucy Wei  and
      Han, Fangwei  and
      Qiu, Hengzhi  and
      Huang, Yajing  and
      Zhu, Bing  and
      Woo, Jae Oh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.830/",
    pages = "19290--19312",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-abench,
    title = "{AB}ench: Adversarily Benchmarking Large Language Models across Taxonomized Values",
    author = "Yang, Liping  and
      Leng, Yongqi  and
      Zheng, Jingting  and
      Ren, Yuqi  and
      Zhu, Shaolin  and
      Xiong, Deyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.831/",
    pages = "19313--19328",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-best-2026-behind,
    title = "Behind-the-Scenes Challenges in {S}ino-{T}ibetan Low-Resource Language Technology Development",
    author = "Liu, Shuheng  and
      Best, Michael L.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.832/",
    pages = "19329--19342",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{keng-sun-2026-domain,
    title = "Domain-Specific Jargon in Large Language Models: A Comparative Analysis between General-Purpose and Specialist Models",
    author = "Keng, Darin  and
      Sun, Zhewei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.833/",
    pages = "19343--19362",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mo-etal-2026-diagnosing,
    title = "Diagnosing the Fact-Grounding Gap in Multi-Hop Question Answering",
    author = "Mo, Kevin  and
      Mo, Nathan  and
      Zhu, Richard",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.834/",
    pages = "19363--19376",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{pham-etal-2026-language,
    title = "Language Diffusion Models are Associative Memories Capable of Retrieving Unseen Data",
    author = "Pham, Bao  and
      Zaki, Mohammed J  and
      Ambrogioni, Luca  and
      Krotov, Dmitry  and
      Negri, Matteo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.835/",
    pages = "19377--19404",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hu-etal-2026-dupo,
    title = "{DUPO}: Dual-Mode Unified Policy Optimization for Tool-Using Agents",
    author = "Hu, Zexin  and
      Hu, Mu  and
      Yang, Lijuan  and
      Wang, Yisen  and
      Zhu, Xiaogang  and
      Jiao, KangJian  and
      Fu, Yu  and
      Gu, Lihong  and
      Wang, Zhiyong  and
      Hu, Kun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.836/",
    pages = "19405--19421",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cai-etal-2026-autoforge,
    title = "{A}uto{F}orge: Automated Environment Synthesis for Agentic Reinforcement Learning",
    author = "Cai, Shihao  and
      Fang, Runnan  and
      Wu, Jialong  and
      Li, Baixuan  and
      Wang, Xinyu  and
      Jiang, Yong  and
      Su, Liangcai  and
      Zhang, Liwen  and
      Yin, Wenbiao  and
      Zhang, Zhen  and
      Xie, Pengjun  and
      Wang, Xiaobin  and
      Feng, Fuli",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.837/",
    pages = "19422--19433",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-ut,
    title = "{UT}-{ACA}: Uncertainty-Triggered Adaptive Context Allocation for Long-Context Inference",
    author = "Zhou, Lang  and
      Li, Shuxuan  and
      Li, Zhuohao  and
      Liu, Shi  and
      Zheng, Wei-Shi  and
      Zhao, Zhilin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.838/",
    pages = "19434--19454",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kwon-etal-2026-altsteer,
    title = "{ALTSTEER}: Selective Safety Steering for Moving Beyond Hard Refusals to Constructive Alternatives",
    author = "Kwon, Hoejoon  and
      Lim, Byeonggeuk  and
      Kim, Kahyeon  and
      Kim, YoungBin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.839/",
    pages = "19455--19473",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{han-etal-2026-multilingual,
    title = "Where Do Multilingual Vision-Language Encoders Fail on Low-Resource Languages?",
    author = "Han, Donghoon  and
      Moon, SungHyun  and
      Zhakatayev, Aidyn  and
      Cha, Junghun  and
      Lee, SeungJae",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.840/",
    pages = "19474--19505",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zheng-etal-2026-beyond-retweet,
    title = "Beyond the Retweet: A Large-Scale Dataset of Reader Emotion, Propagation Intent, and Behavior",
    author = "Zheng, Yujin  and
      Liao, Jian  and
      Wang, Suge  and
      Zheng, JianXing  and
      Li, Deyu  and
      Chen, Qian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.841/",
    pages = "19506--19542",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cao-chen-2026-veridx,
    title = "{V}eri{D}x: Earning the Right to Diagnose with Disease-Centric Verification",
    author = "Cao, Zhong  and
      Chen, Shuying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.842/",
    pages = "19543--19559",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-one,
    title = "One Forward Beats Two: {I}nner{Z}oom for Accurate and Efficient {GUI} Grounding",
    author = "Liu, Chen  and
      Chen, Ling  and
      Zhou, Hanzhang  and
      Chen, Liangyu  and
      Cai, Chenglin  and
      Yu, Xin  and
      Hoi, Steven  and
      Wang, Yue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.843/",
    pages = "19560--19581",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hew-etal-2026-multiple,
    title = "Between Multiple Choice and Open Response: Evaluating {LLM}s with Option-Free Deterministic Scoring",
    author = "Hew, ZhongKen  and
      Yang, Sze Jue  and
      Chan, Chee Seng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.844/",
    pages = "19582--19605",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-revico,
    title = "{R}e{V}i{C}o: Unveiling the Limitations of {VLM}s in Visual Text Understanding via Error Correction",
    author = "Zhang, Bojun  and
      Liang, Junhong  and
      Zhai, Feifei  and
      Ji, Fengxian  and
      Zhou, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.845/",
    pages = "19606--19622",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hong-etal-2026-really,
    title = "You Really Didn{'}t Get That? Benchmarking Social Pragmatic Inference for Indirect and Playful {C}hinese Online Comments",
    author = "Hong, Shiwei  and
      Ma, Junjie  and
      Wang, Emma Jiren  and
      Rong, Ethan Z.  and
      Hu, Siying  and
      Li, Haichang  and
      Wang, Ziying  and
      Lu, Zhicong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.846/",
    pages = "19623--19640",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xiao-etal-2026-cant,
    title = "Why Can{'}t They Remember? Uncovering Representation and Retrieval Bottlenecks in Multi-Turn Acoustic Memory",
    author = "Xiao, Yang  and
      Wang, Siyi  and
      Yin, Han  and
      Jia, Hong  and
      Sethu, Vidhyasaharan  and
      Holden, Eun-Jung  and
      Dang, Ting",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.847/",
    pages = "19641--19655",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-noisy,
    title = "Noisy Test-Time Reinforcement Learning for Code {LLM}s",
    author = "Yang, Xikai  and
      Nguyen, Hieu Trung  and
      Xu, Dunyuan  and
      Zhao, Yuzhi  and
      Li, Jinpeng  and
      Ma, Wenao  and
      Heng, Pheng-Ann",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.848/",
    pages = "19656--19677",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kang-etal-2026-evidence,
    title = "From Evidence to Exact Answers: Copy-Preserving Compression and Conversion-Aware Calibration for Frozen {SLM} {RAG}",
    author = "Kang, Dong Ho  and
      Cha, HyeonJeong  and
      Weon, Daein",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.849/",
    pages = "19678--19694",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-beyond-passive,
    title = "Beyond Passive Debate: Intent-Driven Multi-Agent Deliberation for Reasoning under Incomplete Knowledge Graphs",
    author = "Liu, Yongqiang  and
      Peng, Qiyao  and
      Liu, Binrong  and
      Chen, Jiawei  and
      Li, Xuewei  and
      Yuan, Ning",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.850/",
    pages = "19695--19712",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-architecture,
    title = "Architecture-Conditioned Reinforcement Learning Makes Sliding-Window Attention Competitive in Math Reasoning",
    author = "Liu, Kai  and
      Dong, Peijie  and
      Xinchen, Xie  and
      Gao, Jianfei  and
      Guo, Qipeng  and
      Chu, Xiaowen  and
      Zhang, Shaoting  and
      Chen, Kai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.851/",
    pages = "19713--19731",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shen-etal-2026-bow,
    title = "{BOW}: Training Language Models to Reason Over Plausible Next Words",
    author = "Shen, Ming  and
      Xu, Zhikun  and
      Dineen, Jacob  and
      Ye, Xiao  and
      Zhou, Ben",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.852/",
    pages = "19732--19754",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kwon-etal-2026-safe,
    title = "{SAFE}: An {LLM}-as-Verifier Framework for Evidence-Grounded Multi-Hop Reasoning",
    author = "Kwon, Daeyong  and
      Yoon, Soyoung  and
      Hwang, Seung-Won",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.853/",
    pages = "19755--19788",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-etal-2026-ade,
    title = "{ADE}: Agentic Data Evolution Framework for Human-Centered Objectives",
    author = "Yu, Yang  and
      Jiang, Yilin  and
      Fei, Zexuan  and
      Luo, Yiming  and
      Song, Xingkai  and
      Huang, Kaiyi  and
      Zhou, Aimin  and
      Lin, Xin  and
      Tan, Fei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.854/",
    pages = "19789--19812",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-longguard,
    title = "{L}ong{G}uard: Mechanistic Analysis and Training-Free Mitigation of Long-Context Failure in Safety Guardrails",
    author = "Chen, Ziyang  and
      W, Xing  and
      Hu, Songlin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.855/",
    pages = "19813--19832",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{park-etal-2026-kernelquant,
    title = "{K}ernel{Q}uant: Post-Training Quantization via Representation Kernel Preservation",
    author = "Park, JuneYoung  and
      Kwon, Youngwook  and
      Kim, Seongwan  and
      Lee, Jaeho",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.856/",
    pages = "19833--19850",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-key,
    title = "Key Path Identification for Resolving Knowledge Conflicts via {SAE}-based Steering",
    author = "Zhang, Wenbo  and
      Sun, Zhongxiang  and
      Han, Zhiguang  and
      Xu, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.857/",
    pages = "19851--19870",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-value,
    title = "Value-Rich, Differently Organized: Measuring Value Expression and Organization in {AI}-Generated Debates",
    author = "Li, Maoyuan  and
      Li, Haoyuan  and
      Wang, Zhongsheng  and
      Liu, Jiamou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.858/",
    pages = "19871--19890",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zeng-etal-2026-llm4llm,
    title = "{LLM}4{LLM}: Bridging Kernel Benchmarks and Real Deployment via Closed-Loop Agentic Optimization",
    author = "Zeng, Hui  and
      Yang, Pengfei  and
      Chen, Yanxin  and
      Ju, Fusong  and
      Wei, Xinran",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.859/",
    pages = "19891--19902",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fang-etal-2026-gift,
    title = "{GIFT}: Goal-Injected Fine-Tuning for Efficient Manipulation Policy Adaptation",
    author = "Fang, Xiaoyuan  and
      Feng, Shuo  and
      Wang, Yuxuan  and
      Cheng, Enhua  and
      Zhou, Peng  and
      Li, Piji",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.860/",
    pages = "19903--19922",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dinh-etal-2026-transporting,
    title = "Transporting Concepts Across Languages: Optimal Transport Toward {E}nglish-Level Performance in Multilingual {LLM}s",
    author = "Dinh, Anh Trac Duc  and
      Le, Anh Duc  and
      Quan, Tho",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.861/",
    pages = "19923--19943",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-two,
    title = "Two to Tango: Coupled Task-Reference Selection for Safe {LLM} Fine-tuning",
    author = "Chen, Xinrui  and
      Zhang, Jianhao  and
      Wu, Ou  and
      Gao, Di",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.862/",
    pages = "19944--19968",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-culturally,
    title = "Culturally-Aware Alignment for Multimodal Models via Group Reward Optimization for {S}outheast {A}sia",
    author = "Zhang, Longyin  and
      Sun, Shuo  and
      He, Yingxu  and
      Lewis, Won Cheng Yi  and
      Zou, Bowei  and
      Aw, AiTi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.863/",
    pages = "19969--19988",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dai-etal-2026-response,
    title = "When Response Variation Does Not Indicate Uncertainty: Hallucination Detection for Multi-Answer Queries",
    author = "Dai, Hongliang  and
      Li, Qiuyuan  and
      Li, Piji",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.864/",
    pages = "19989--20013",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chee-etal-2026-prism,
    title = "{PRISM}: Predictive Recomposition via Semantic Latent Decomposition for View-invariant Video Representation Learning",
    author = "Chee, Youngchae  and
      Lee, Hosu  and
      Park, Sungjune  and
      Kim, Junho  and
      Ro, Yong Man",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.865/",
    pages = "20014--20027",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-alphatoken,
    title = "{A}lpha{T}oken: Decoupling Adaptation and Stability for Path-Aware Response Token Valuation in {LLM} Post-Training",
    author = "Liu, Qing  and
      Wu, Ou  and
      Du, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.866/",
    pages = "20028--20054",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cho-etal-2026-long,
    title = "Long Live the Librarian! A Persistent Search Sub-Agent for Energy-Efficient Multi-Agent Software Engineering Systems",
    author = "Cho, Seunghyuk  and
      Choi, Sunghyun  and
      Heo, Jaeseung  and
      Choi, Youngbin  and
      Moon, Saemi  and
      Park, MoonJeong  and
      Kim, Dongwoo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.867/",
    pages = "20055--20077",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chai-etal-2026-state,
    title = "State-Conditioned Visual Evidence Retrieval for Fine-Grained Perception in Document Vision-Language Models",
    author = "Chai, Mingxu  and
      Liu, Chenyu  and
      Shen, Ziyu  and
      Zhang, Jiazheng  and
      Zhang, Kaidi  and
      Kang, Jihua  and
      Gui, Tao  and
      Zhang, Qi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.868/",
    pages = "20078--20095",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cao-etal-2026-r2edit,
    title = "{R}{\texttwosuperior}{E}dit: Mastering Relation Replacement Editing via Target-Smoothed Forgetting and Self-Paced Learning",
    author = "Cao, Xu  and
      Chen, Xinrui  and
      Liu, Qing  and
      Li, Mengyang  and
      Wu, Ou  and
      Du, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.869/",
    pages = "20096--20123",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chai-etal-2026-prefix,
    title = "Prefix-Adaptive Block Diffusion for Efficient Document Recognition",
    author = "Chai, Mingxu  and
      Shen, Ziyu  and
      Liu, Chenyu  and
      Kang, Jihua  and
      Gui, Tao  and
      Zhang, Qi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.870/",
    pages = "20124--20138",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kajikawa-etal-2026-using,
    title = "Using {LM}s to Model the Effects of Context and Coreference during Sentence Comprehension",
    author = "Kajikawa, Kohei  and
      Ai, Lin  and
      Kuribayashi, Tatsuki  and
      Wilcox, Ethan Gotlieb",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.871/",
    pages = "20139--20158",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-managing,
    title = "Managing Evidence at Document Scale: A Survey of Multi-Page Visually Rich Document Understanding",
    author = "Xu, Lewei  and
      Ding, Yihao  and
      Xu, Zihan  and
      Luo, Siwen  and
      Liu, Daochang  and
      Liu, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.872/",
    pages = "20159--20187",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tian-etal-2026-eema,
    title = "{EEMA}: Experience-Evolving Meta Agents for {A}uto{ML}",
    author = "Tian, Kai  and
      Wang, Weizhi  and
      Zhao, Kaikai  and
      Jiang, Che  and
      Yang, Junlin  and
      Yuan, Zhenzhao  and
      Zhong, Jincheng  and
      Jia, Guoli  and
      Wang, Yuru  and
      Long, Xinwei  and
      Ding, Ning  and
      Zhou, Bowen  and
      Zhang, Kaiyan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.873/",
    pages = "20188--20212",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhai-etal-2026-nullify,
    title = "Nullify: Null-Space Activation Steering for Training-Free {LLM} Unlearning",
    author = "Zhai, Wei  and
      Liu, Xiang  and
      Huang, Qiang  and
      Qian, Rui  and
      Liu, Lemao  and
      Li, Ziwei  and
      Wang, Ziqi  and
      Huang, Zhitao  and
      Dou, Dejing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.874/",
    pages = "20213--20225",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-etal-2026-support,
    title = "Support Vector Rubrics: Closing the Gap Between Self-Generated and Human Rubrics",
    author = "Sun, Mengyuan  and
      Li, Yu  and
      Yu, Zhuohao  and
      Zhang, Shikun  and
      Ye, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.875/",
    pages = "20226--20245",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-kim-2026-self,
    title = "How Do Self-Referential {LLM} Loops Contract Political Diversity?",
    author = "Kim, Wooyoung  and
      Kim, Wooju",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.876/",
    pages = "20246--20263",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mo-etal-2026-trustdlm,
    title = "{T}rust{DLM}: Benchmarking Trustworthiness in Diffusion Language Models",
    author = "Mo, Yichuan  and
      Jiang, Yukun  and
      Shi, Yanbo  and
      Li, Mingjie  and
      Backes, Michael  and
      Zhang, Yang  and
      Wang, Yisen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.877/",
    pages = "20264--20292",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-mascot,
    title = "{MASCOT}: Multi-Agent Socio-Collaborative Companion Systems",
    author = "Wang, Yiyang  and
      Jin, Yiqiao  and
      Cabral, Alex  and
      Hester, Josiah",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.878/",
    pages = "20293--20313",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-counts,
    title = "Who Counts as ``the People''? Measuring Contested Political Concepts from Political Speech using Masked Language Models",
    author = "Lee, Hyeongjae  and
      Ahn, Seonwoo  and
      Kwak, Sunwoo  and
      Jeon, June  and
      Yoon, Jisung  and
      Kim, Taegyoon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.879/",
    pages = "20314--20325",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ha-etal-2026-empathy,
    title = "Empathy Is Steerable but Multi-Axial: Mechanism Geometry and Persona Effects in {LLM}s",
    author = "Ha, JuHeon  and
      Lee, Byounghan  and
      Choi, Yunseo  and
      Sohn, Kyung-Ah",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.880/",
    pages = "20326--20343",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dong-etal-2026-insight,
    title = "{INSIGHT}: Structured Multimodal Knowledge Modeling for Vision-Guided Task-Oriented Dialogue",
    author = "Dong, Xuelian  and
      Chen, Jiale  and
      Hao, Tianyong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.881/",
    pages = "20344--20360",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dong-etal-2026-omnihalluc,
    title = "{O}mni{H}alluc-{L}: Counterfactual Benchmarking and Modality-Perturbation Calibration for Long-Form Omni Hallucination",
    author = "Dong, Zixuan  and
      Tang, Jiafu  and
      Lei, Zhide  and
      Cao, Zhe  and
      Zhang, Zijie  and
      Wang, Yanghai  and
      Li, Shihao  and
      Wang, Xiaodong  and
      Peng, Baoyun  and
      Liu, Jiaheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.882/",
    pages = "20361--20377",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hashmat-etal-2026-pak3h,
    title = "{P}ak3{H}: Evaluating the Cost of Cultural Mismatch in {LLM} Alignment with a Human-Contextualized {U}rdu Benchmark",
    author = "Hashmat, Abdullah  and
      Naseem, Usman  and
      Raza, Agha Ali",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.883/",
    pages = "20378--20394",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-irrelevant,
    title = "When Irrelevant Text Matters: Affine Margin Shifts in Multimodal Large Language Models",
    author = "Wang, Yinfeng  and
      Yao, Zhiyuan  and
      Fu, Zheren  and
      Zhang, Lei  and
      Mao, Zhendong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.884/",
    pages = "20395--20417",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zheng-etal-2026-hmpo,
    title = "{HMPO}: Hybrid Median-length Policy Optimization for Chain-of-Thought Compression",
    author = "Zheng, Minghui  and
      Chen, Hongxu  and
      Ren, Huimin  and
      Xin, Hongsheng  and
      Qu, Xiaoyang  and
      Wang, Ze  and
      Yang, Shuling  and
      Peng, Ziyu  and
      Zhang, Kaike  and
      Pan, Zhou  and
      Zhan, Kun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.885/",
    pages = "20418--20433",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-near,
    title = "{NEAR}: Neighborhood-Aware Context Reconstruction for Ultra-Long Document Reading Comprehension of {LLM}s",
    author = "Li, Han  and
      Chen, Xuanang  and
      He, Ben  and
      Sun, Le",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.886/",
    pages = "20434--20453",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-scaffoldagent,
    title = "{S}caffold{A}gent: Utility-Guided Dynamic Outline Optimization for Open-Ended Deep Research",
    author = "Yang, Zhibang  and
      Jiang, Xinke  and
      Xiao, Yuzhen  and
      Zhang, Ruizhe  and
      Fang, Yue  and
      Wan, Xinfei  and
      Song, Zhengxing  and
      Liu, Yuxuan  and
      Huang, Yuheng  and
      Zhao, Junfeng  and
      Wang, Yasha  and
      Chu, Xu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.887/",
    pages = "20454--20474",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dey-etal-2026-palms,
    title = "{PALM}s: Using Multi-Construct Grounded Rationales for Modeling Population Preferences in {LLM}s",
    author = "Dey, Priyanka  and
      Joshi, Brihi  and
      Poddar, Preyashi  and
      Zhao, Jieyu  and
      Ferrara, Emilio",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.888/",
    pages = "20475--20517",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gu-etal-2026-decoding,
    title = "Decoding One Safety Trigger Token for Balancing Safety and Usability in Large Language Models",
    author = "Gu, Haoran  and
      Wang, Handing  and
      Mei, Yi  and
      Zhang, Mengjie  and
      Jin, Yaochu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.889/",
    pages = "20518--20537",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gan-etal-2026-kg,
    title = "{KG}-{RLVR}: Reinforcing {LLM} Reasoning with Knowledge Graph-Derived Process Rewards",
    author = "Gan, Aoran  and
      Zhang, Guoxuan  and
      Li, Ya  and
      Wang, Qiangbing  and
      Liu, Quan  and
      Liu, Qi  and
      Hu, Guoping",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.890/",
    pages = "20538--20554",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-propuq,
    title = "{P}rop{UQ}-{MAS}: Propagation-Aware Uncertainty Quantification for {LLM} Multi-Agent Systems",
    author = "Liu, Yaokun  and
      Liu, Yifan  and
      Zhang, Daniel Yue  and
      Yao, Ruichen  and
      Li, Zelin  and
      Wang, Dong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.891/",
    pages = "20555--20575",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-echo,
    title = "{ECHO}: Replacing the Compliance Proxy with Response Harmfulness in Optimization-Based Jailbreak Attack",
    author = "Wu, Yuanwei  and
      Huang, Lingdong  and
      Mao, Yunlong  and
      Wang, Kanye Ye  and
      Hua, Jingyu  and
      Zhong, Sheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.892/",
    pages = "20576--20590",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-sear,
    title = "{SEAR}: Self-Judging Agentic Reward Models",
    author = "Li, Bingqian  and
      Hao, Chuan  and
      Li, Junyi  and
      Tao, Ran  and
      Yang, Jian  and
      Zhao, Xin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.893/",
    pages = "20591--20603",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shi-etal-2026-spader,
    title = "{SPADER}: Step-wise Peer Advantage with Diversity-Aware Exploration Rewards for Multi-Answer Question Answering",
    author = "Shi, Qiming  and
      Kang, Zhaolu  and
      Zhou, Yunfan  and
      Weng, Di  and
      Wu, Yingcai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.894/",
    pages = "20604--20621",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{asai-etal-2026-llms,
    title = "Can {LLM}s Be Constrained to the Past? Improving Knowledge Cutoff through Recall-Based Prompting",
    author = "Asai, Michiro  and
      Lin, Ailiang  and
      Kishimoto, Yu  and
      Obi, Takao  and
      Kosugi, Satoshi  and
      Funakoshi, Kotaro  and
      Okumura, Manabu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.895/",
    pages = "20622--20637",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-longsocialbench,
    title = "{L}ong{S}ocial{B}ench: Do Long-Context {LLM}s Understand Online Discussion Threads?",
    author = {Liu, Xinyi  and
      Khaziev, Rinat  and
      Hakkani-T{\"u}r, Dilek  and
      Abdelzaher, Tarek F.},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.896/",
    pages = "20638--20660",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-towards-holistic,
    title = "Towards Holistic Knowledge Retrieval for Augmented Generation: Integrating Graph-Grounded and Query-Aligned Knowledge",
    author = "Zhang, Weidong  and
      Wang, Zhe  and
      Wang, Kewen  and
      Guo, Haifeng  and
      Lian, Shuxuan  and
      Du, Weizhi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.897/",
    pages = "20661--20681",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-hyperrag,
    title = "{H}yper{RAG}-{IHM}: Incremental Hyperedge Maintenance for Hypergraph {RAG} under Corpus Expansion",
    author = "Chen, Haoyu  and
      Zhu, Jihua  and
      Jia, Tingkai  and
      Zhao, Shengwei  and
      Chen, Lin  and
      Mu, Xiaoxuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.898/",
    pages = "20682--20693",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-cognitively,
    title = "Cognitively Decoupled Meta-Induction for Out-of-Distribution Generalization",
    author = "Wang, Yuqian  and
      Wang, Yuanzheng  and
      Xiao, Chaojun  and
      Xu, Ke  and
      He, Bingxiang  and
      Tan, Jinghan  and
      Chen, Zijun  and
      Chen, Lu  and
      Huo, Yi-Xin  and
      Sun, Maosong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.899/",
    pages = "20694--20714",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liang-etal-2026-probetqa,
    title = "{P}robe{TQA}: Verifiable Table Question Answering via Multi-Round Executable Probing",
    author = "Liang, Yan  and
      Ren, Huimin  and
      Zhang, Xindi  and
      Xin, Hongsheng  and
      Huo, Wenbin  and
      Guo, Yanan  and
      Zheng, Jinpeng  and
      Zhang, Kaike  and
      Zhan, Kun  and
      Hu, Jiani",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.900/",
    pages = "20715--20741",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{borah-etal-2026-whose,
    title = "Whose Norms? Disentangling Cultural and Personal Alignment in Large Language Models",
    author = "Borah, Angana  and
      Augenstein, Isabelle  and
      Mihalcea, Rada",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.901/",
    pages = "20742--20782",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-entropy-guided,
    title = "Entropy-Guided Token Dropout: Training Autoregressive Language Models with Limited Domain Data",
    author = "Wang, Jiapeng  and
      Hu, Yiwen  and
      Gao, Yanzipeng  and
      Wang, Haoyu  and
      Wang, Shuo  and
      Lu, Hongyu  and
      Mao, Jiaxin  and
      Zhao, Xin  and
      Li, Junyi  and
      Zhang, Xiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.902/",
    pages = "20783--20799",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-webtraveler,
    title = "{W}eb{T}raveler: A Multi-Agent Framework for Continuous Exploration in Website Traversal",
    author = "Li, Rongchang  and
      Shen, Yang  and
      Tang, Gan  and
      Zhang, Zizhao  and
      Zhang, Shuai  and
      WU, Haipang  and
      Li, Xi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.903/",
    pages = "20800--20820",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-screenhaystack,
    title = "{S}creen{H}aystack: Finding Blind Zones in {GUI} Grounding",
    author = "Li, Chenyue  and
      Sun, Xiaoxiao  and
      Deng, Yubo  and
      Zhao, Qinlin  and
      Yeung-Levy, Serena  and
      Zhang, Yuhui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.904/",
    pages = "20821--20838",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kang-etal-2026-mllms,
    title = "Can {MLLM}s Read the Room? A Multimodal Benchmark for Assessing Deception in Multi-Party Social Interactions",
    author = "Kang, Caixin  and
      Huang, Yifei  and
      Ouyang, Liangyang  and
      Zhang, Mingfang  and
      Liu, Ruicong  and
      Sato, Yoichi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.905/",
    pages = "20839--20868",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-shouldnt,
    title = "You Shouldn{'}t Have Asked: A Pragmatics-Inspired Taxonomy for Evaluating {LLM} Refusals",
    author = "Li, Ruoxuan  and
      Wang, Pinqiao  and
      Li, Sheng  and
      Jones, Cameron Robert",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.906/",
    pages = "20869--20894",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hirota-etal-2026-guardrail,
    title = "Guardrail Models Collapse under Adversarial Paraphrases",
    author = "Hirota, Yusuke  and
      Ghosh, Shaona  and
      Wang, Yu-Chiang Frank  and
      Hachiuma, Ryo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.907/",
    pages = "20895--20917",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{srirag-etal-2026-triage,
    title = "From Triage to Discharge: A Survey of {NLP} Tasks, Methods, and Open Challenges in the Emergency Department",
    author = "Srirag, Dipankar  and
      Joshi, Aditya  and
      Kanhere, Salil S.  and
      Narasimhan, Padmanesan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.908/",
    pages = "20918--20942",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mo-etal-2026-decoding,
    title = "Decoding Diffusion Language Models with Foreseeing Movement",
    author = "Mo, Yichuan  and
      Chen, Quan  and
      Li, Mingjie  and
      Wei, Zeming  and
      Wang, Yisen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.909/",
    pages = "20943--20958",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-mode,
    title = "{MODE}: Modality-Decomposed Expert-Level Mixed-Precision Quantization for {M}o{E} Multimodal {LLM}s",
    author = "Chen, Yuanteng  and
      Zeng, Nanxin  and
      Wang, Peisong  and
      Liu, Zhilei  and
      Shao, Yuantian  and
      Lang, Shiqiang  and
      Liu, Tao  and
      Li, Chuangyi  and
      Hu, Qinghao  and
      Li, Gang  and
      Liu, Jing  and
      Cheng, Jian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.910/",
    pages = "20959--20977",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shen-etal-2026-self,
    title = "Self-Evolving Optimization of Agentic Systems for Machine Translation",
    author = "Shen, Zhan  and
      Wang, Xiaotian  and
      Naradowsky, Jason  and
      Miyao, Yusuke",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.911/",
    pages = "20978--21002",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fu-rizoiu-2026-less,
    title = "Less Is Moral: A {CHARM}ing Framework for Moral Foundations Detection in Endorsement Behaviour",
    author = "Fu, Huixiang  and
      Rizoiu, Marian-Andrei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.912/",
    pages = "21003--21025",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ma-etal-2026-aggregation,
    title = "Aggregation-Aware Synthetic Text Generation Against Authorship Re-Identification",
    author = "Ma, Qian  and
      Squicciarini, Anna Cinzia  and
      Rajtmajer, Sarah",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.913/",
    pages = "21026--21056",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tumurchuluun-etal-2026-tracing,
    title = "Tracing Stereotypes from Representation to Output in Multilingual {LLM}s",
    author = "Tumurchuluun, Ariun-Erdene  and
      Al Ghussin, Yusser  and
      Chen, Pinzhen  and
      Van Genabith, Josef  and
      Dutta Chowdhury, Koel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.914/",
    pages = "21057--21074",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-page,
    title = "{PAGE}: Progress-Aware Reinforcement Learning with Hierarchical Advantage for Long-Horizon {GUI} Agents",
    author = "Zhang, Qingliang  and
      Sun, Yongqian  and
      Cai, Yuanhong  and
      Nie, Xiaohui  and
      Wang, JiaJu  and
      Luo, Yu  and
      Jiang, Jiamin  and
      Chen, Zhekang  and
      Fang, Yaozheng  and
      Wang, Meng  and
      Xian, Chaobo  and
      Li, Peng  and
      Pei, Dan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.915/",
    pages = "21075--21101",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ning-etal-2026-thoughts,
    title = "Not All Thoughts are Generated Equal: Efficient {LLM} Reasoning via Synergizing-Oriented Multi-Turn Reinforcement Learning",
    author = "Ning, Yansong  and
      Li, Wei  and
      Fang, Jun  and
      Tan, Naiqiang  and
      Liu, Hao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.916/",
    pages = "21102--21126",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-code,
    title = "{CODE}: A Contradiction-Based Overthinking Attack Framework for Prolonging Retrieval-Augmented Generation",
    author = "Zhang, Xiaolei  and
      Jia, Xiaojun  and
      Chen, Liquan  and
      Li, Songze",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.917/",
    pages = "21127--21141",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-large,
    title = "Large Language Models in Resolving Contextual Knowledge Conflicts",
    author = "Yang, Xinye  and
      Liu, Zhenyang  and
      Li, Ruisi  and
      Lei, Yuanyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.918/",
    pages = "21142--21169",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-omniacbench,
    title = "{O}mni{ACB}ench: A Benchmark for Evaluating Context-Grounded Acoustic Control in Omni-Modal Models",
    author = "Kim, Seunghee  and
      Park, Bumkyu  and
      Jung, Kyudan  and
      Lee, Joosung  and
      Kim, Soyoon  and
      Kim, Jeonghoon  and
      Kim, Taeuk  and
      Jo, Hwiyeol",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.919/",
    pages = "21170--21190",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-analyzing,
    title = "Analyzing and Mitigating Cross-Lingual Degradation in Multilingual Medical {VQA}",
    author = "Wang, Jingbo  and
      Zhao, Sendong  and
      Wang, Haochun  and
      Qin, Bing  and
      Liu, Ting",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.920/",
    pages = "21191--21208",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tang-etal-2026-next,
    title = "Is Next-Chunk Reasoning {RL} Really Better than {SFT}? Revisiting Training Strategies under no-{C}o{T} Data",
    author = "Tang, Yinhao  and
      Fang, Youqing  and
      Sun, Yanan  and
      Liu, Jiangning  and
      Wang, Ziyi  and
      Zhao, Xun  and
      Zhang, Weiming  and
      Liu, Bin  and
      Liu, Kuikun  and
      Zhang, Wenwei  and
      Chen, Kai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.921/",
    pages = "21209--21228",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lyu-etal-2026-datasight,
    title = "{D}ata{S}ight: Learning to Predict Before Executing for Data Analysis Agents",
    author = "Lyu, Shangke  and
      Zheng, Zhe  and
      Wu, Linjuan  and
      Yu, Yan  and
      Zhang, Xuan  and
      Ma, Jin  and
      Shen, Yongliang  and
      Lu, Weiming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.922/",
    pages = "21229--21251",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yan-yao-2026-interpreting,
    title = "Interpreting and Steering for Safe and Correct Code Generation",
    author = "Yan, Hao  and
      Yao, Ziyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.923/",
    pages = "21252--21272",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-omnidenoise,
    title = "{O}mni{D}enoise: Diffusion {M}ulti{M}odal {LLM}s for Omni-Modal Understanding and Prediction",
    author = "Wu, Xianfeng  and
      Chen, Yuhang  and
      Peng, Jie  and
      Duan, Jinhao  and
      Chen, Tianlong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.924/",
    pages = "21273--21289",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-agenthallu,
    title = "{A}gent{H}allu: Benchmarking Automated Hallucination Attribution of {LLM}-based Agents",
    author = "Liu, Xuannan  and
      Yang, Xiao  and
      Li, Zekun  and
      Li, Pei Pei  and
      He, Ran",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.925/",
    pages = "21290--21315",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{maekawa-etal-2026-subjective,
    title = "Subjective and Hierarchical Annotation of Text Difficulty in {J}apanese",
    author = "Maekawa, Daisuke  and
      Omura, Kazumasa  and
      Tarumoto, Sora  and
      Ishihara, Shotaro  and
      Kajiwara, Tomoyuki",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.926/",
    pages = "21316--21327",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-latent,
    title = "Latent Ordinal Evidence, Misaligned Outputs: Inference-Time Ordinal Lens Alignment for Multimodal {LLM}s",
    author = "Li, Haiming  and
      Liu, Yingsheng  and
      Zhu, Jingmin  and
      Yan, Siyuan  and
      Li, Xieji  and
      Sun, Jiajun  and
      Ge, Zongyuan  and
      yu, Zhen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.927/",
    pages = "21328--21346",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xue-etal-2026-fake,
    title = "Fake It Till You Make It: Training Deep-Search Agents in Synthetic Search Environments",
    author = "Xue, Yibo  and
      Zheng, Pin  and
      Wang, Chengyu  and
      Kang, Yukun  and
      Lyu, Yuanjie  and
      Wang, Ming  and
      Peng, Jian  and
      Huang, Jun  and
      Xu, Changliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.928/",
    pages = "21347--21372",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-llm-gnn,
    title = "{LLM} as {GNN}: Graph Vocabulary Learning for Text-Attributed Graph Foundation Models",
    author = "Zhu, Xi  and
      Xue, Haochen  and
      Zhao, Ziwei  and
      Xu, Wujiang  and
      Huang, Ching-Yuen  and
      Guo, Minghao  and
      Wang, Qifan  and
      Zhou, Kaixiong  and
      Razzak, Imran  and
      Zhang, Yongfeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.929/",
    pages = "21373--21394",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-illusion,
    title = "Illusion of Alignment: Detecting Hidden Disagreement in Collaborative Dialogue",
    author = "Liu, Kaiming  and
      Luo, Fuwen  and
      Wang, Ziyue  and
      Ju, Jinrui  and
      Liu, Yuxuan  and
      Lei, Xuanyu  and
      Lai, Yunghwei  and
      Li, Peng  and
      Liu, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.930/",
    pages = "21395--21425",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{belem-etal-2026-may,
    title = "From `May' to `Is': Certainty Distortion in Language Model Rewriting",
    author = "Bel{\'e}m, Catarina G  and
      Wu, Shang  and
      Yao, Randol H.  and
      Steyvers, Mark  and
      Singh, Sameer  and
      Smyth, Padhraic",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.931/",
    pages = "21426--21464",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-beyond-payload,
    title = "Beyond the Payload: How User Invocation Shapes Coding Agent Vulnerability to Repository Poisoning",
    author = "Zhu, Fukang  and
      Zhao, Binbin  and
      Lin, Ruixiao  and
      He, Ping  and
      Du, Tianyu  and
      Ji, Shouling",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.932/",
    pages = "21465--21494",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yamamoto-etal-2026-cross,
    title = "Cross-Lingual Representation Alignment by Token-Level Optimal Transport in a Language-Agnostic Space",
    author = "Yamamoto, Taisei  and
      Kumon, Ryoma  and
      Bollegala, Danushka  and
      Yanaka, Hitomi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.933/",
    pages = "21495--21514",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shomee-etal-2026-score,
    title = "{SCORE}: Specificity, Context Utilization, Robustness, and Relevance for Reference-Free {LLM} Evaluation",
    author = "Shomee, Homaira Huda  and
      Chaturvedi, Rochana  and
      Xie, Yangxinyu  and
      Mallick, Tanwi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.934/",
    pages = "21515--21542",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-see-beyond,
    title = "See Beyond Words: Joint Visual{--}Language Representations Improve Brain Encoding of Language-Only Stimuli",
    author = "Zhang, Yongpeng  and
      Yin, Congchi  and
      Xia, Runze  and
      Wen, Xuyun  and
      Li, Piji",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.935/",
    pages = "21543--21560",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-sopbench,
    title = "{SOPB}ench: Evaluating Language Agents at Following Standard Operating Procedures and Constraints",
    author = "Li, Zekun  and
      Huang, Shinda  and
      Wang, Jiangtian  and
      Zhang, Nathan  and
      Antoniades, Antonis  and
      Hua, Wenyue  and
      Zhu, Kaijie  and
      Zeng, Sirui  and
      Wang, Chi  and
      Wang, William Yang  and
      Yan, Xifeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.936/",
    pages = "21561--21616",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{song-etal-2026-condistill,
    title = "{C}on{D}istill: Asymmetric Context Self-Distillation for Radiology Report Generation",
    author = "Song, Ziming  and
      Shen, Mingyang  and
      Vong, Chi Man",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.937/",
    pages = "21617--21630",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-agent-asset,
    title = "Your Agent, Their Asset: A Real-World Safety Analysis of {O}pen{C}law",
    author = "Wang, Zijun  and
      Tu, Haoqin  and
      Zhang, Letian  and
      Chen, Hardy  and
      Wu, Juncheng  and
      Liu, Xiangyan  and
      Yuan, Zhenlong  and
      Pang, Tianyu  and
      Xie, Qizhe  and
      Liu, Fengze  and
      Zheng, Zeyu  and
      Yao, Huaxiu  and
      Zhou, Yuyin  and
      Xie, Cihang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.938/",
    pages = "21631--21649",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-heterogeneous,
    title = "Can Heterogeneous Language Models Be Fused?",
    author = "Chen, Shilian  and
      Zhou, Jie  and
      Chen, Qin  and
      Wu, Wen  and
      Li, Xin  and
      Qi, Feng  and
      He, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.939/",
    pages = "21650--21669",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nie-etal-2026-mer,
    title = "{MER}-Bench: Benchmarking Multimodal Emotional Reappraisal for Image-Text Memes",
    author = "Nie, Yiqi  and
      Wang, Fei  and
      Chen, Junjie  and
      Li, Kun  and
      Cai, Yudi  and
      Guo, Dan  and
      Li, Chenglong  and
      Wang, Meng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.940/",
    pages = "21670--21688",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-liu-2026-beyond,
    title = "Beyond Over-Simplification and Over-Personalization: Lexical Complexity Prediction for Leveled Reading",
    author = "Xu, Huidan  and
      Liu, Ying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.941/",
    pages = "21689--21705",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{geng-etal-2026-pisanitizer,
    title = "{PIS}anitizer: Preventing Prompt Injection to Long-Context {LLM}s via Prompt Sanitization",
    author = "Geng, Runpeng  and
      Wang, Yanting  and
      Yin, Chenlong  and
      Cheng, Minhao  and
      Chen, Ying  and
      Jia, Jinyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.942/",
    pages = "21706--21729",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-syrhm,
    title = "{S}y{RHM}: Symbolic-Language-Enhanced Reasoning with Associative Retrieval for Zero-shot Harmful Meme Detection",
    author = "Wang, Hanling  and
      Wei, Chenlong  and
      Li, Yingjuan  and
      Wu, Di  and
      Zhang, Yuchao  and
      Zhu, Xiaohui  and
      Zhu, Yao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.943/",
    pages = "21730--21746",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{doan-etal-2026-benchmark,
    title = "A Benchmark Construction and Evaluation Framework for Specialist Domains: Case Study on Defense-Related Documents",
    author = "Doan, Bao Gia  and
      Joshi, Aditya  and
      Elinas, Pantelis  and
      Bodhankar, Aarya  and
      Leslie, Oscar  and
      Marchant, Tom  and
      Salim, Flora D.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.944/",
    pages = "21747--21775",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-slit,
    title = "{SLIT}: Execution-Grounded Small Language Models for Issue-Reproducing Test Generation",
    author = "Liu, Runlin  and
      Zhang, Zhe  and
      Chen, Zeren  and
      Gao, Xiang  and
      Sheng, Lu  and
      Yang, Ping  and
      Li, Mu  and
      Sun, Hailong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.945/",
    pages = "21776--21792",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ying-etal-2026-comparing,
    title = "Comparing Linear Probes with Mahalanobis Cosine Similarity",
    author = "Ying, Zhuofan  and
      Hase, Peter  and
      Kriegeskorte, Nikolaus",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.946/",
    pages = "21793--21810",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-cross,
    title = "Cross-Lingual Alignment Without Joint Training: Do Monolingual Language Models Converge on Universal Representations?",
    author = "Zhou, Ej  and
      Salhan, Suchir  and
      Arnett, Catherine  and
      Korhonen, Anna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.947/",
    pages = "21811--21837",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ning-etal-2026-skillharm,
    title = "{S}kill{H}arm: Lifecycle-Aware Skill-Based Attacks via Automated Construction",
    author = "Ning, Yuting  and
      Zhang, Zhehao  and
      Lal, Yash Kumar  and
      Gou, Boyu  and
      Li, Junyi  and
      Ruan, Weitong  and
      Ye, Chentao  and
      Gupta, Rahul  and
      Yang, Diyi  and
      Su, Yu  and
      Sun, Huan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.948/",
    pages = "21838--21859",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-videoagent,
    title = "{V}ideo{A}gent: All-in-One Framework for Video Understanding and Editing",
    author = "Zhou, Hengji  and
      Huang, Lingxuan  and
      Wang, Jian  and
      Zhou, Bing  and
      Wu, Si  and
      Xia, Lianghao  and
      Huang, Chao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.949/",
    pages = "21860--21906",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-horner-2026-heard,
    title = "Heard or Read? Separating Text Shortcuts from Audio Perception in Music Multiple Choice",
    author = "Wu, Xinyang  and
      Horner, Andrew",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.950/",
    pages = "21907--21922",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-memescope,
    title = "{M}eme{S}cope: Probing and Causally Localizing Pragmatic Inference in {LVLM} Meme Understanding",
    author = "Wang, Tongguan  and
      Wu, You  and
      Zhou, Yuling  and
      Chen, Siyuan  and
      Li, Junkai  and
      Xue, Feiyue  and
      Chen, Wei  and
      Liu, Hui  and
      Ba, Xiqiao  and
      Sha, Ying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.951/",
    pages = "21923--21945",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-llms-understand,
    title = "Do {LLM}s Understand Personality? Rethinking Persona Fidelity Evaluation through Structured Behavioral Inference",
    author = "Li, Mengfan  and
      Wei, Zesheng  and
      Shi, Xuanhua  and
      Deng, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.952/",
    pages = "21946--21965",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{toufikuzzaman-etal-2026-blade,
    title = "{BLADE}: Bilevel Low-rank Augmented-{L}agrangian Erasure for {LLM} Unlearning",
    author = "Toufikuzzaman, Md  and
      Mousavi, Ahmad  and
      Lee, Dongwon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.953/",
    pages = "21966--21987",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-towards-agentic,
    title = "Towards Agentic Document-Grounded Information Seeking",
    author = "Zhang, Qintong  and
      Lv, Xinjie  and
      Wu, Jialong  and
      Li, Baixuan  and
      Tao, Zhengwei  and
      Yan, Guochen  and
      Zhang, Huanyao  and
      Wang, Bin  and
      Xu, Jiahao  and
      Mi, Haitao  and
      Zhang, Wentao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.954/",
    pages = "21988--22013",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-kim-2026-pattern,
    title = "Pattern Over-Generalization of Knowledge Graph Embedding",
    author = "Kim, Junsik  and
      Kim, Kangil",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.955/",
    pages = "22014--22035",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-risk,
    title = "Risk-conditioned Fine-tuning of Large Language Models",
    author = "Liu, Zixuan  and
      WU, Fangzheng  and
      Summa, Brian  and
      Zheng, Zizhan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.956/",
    pages = "22036--22076",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lin-etal-2026-reverseeol,
    title = "{R}everse{EOL}: Improving Training-free Text Embeddings via Text Reversal in Decoder-only {LLM}s",
    author = "Lin, Ailiang  and
      Li, Zhuoyun  and
      Wang, Yusong  and
      Mao, Keyu  and
      Funakoshi, Kotaro  and
      Okumura, Manabu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.957/",
    pages = "22077--22096",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-beyond,
    title = "Beyond the Final Layer: Intermediate Representations for Better Multilingual Calibration in Large Language Models",
    author = "Zhou, Ej  and
      Zhang, Caiqi  and
      Hu, Tiancheng  and
      Li, Chengzu  and
      Collier, Nigel  and
      Vuli{\'c}, Ivan  and
      Korhonen, Anna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.958/",
    pages = "22097--22121",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-beyond-blind,
    title = "Beyond Blind Compliance: Benchmarking Task Verification in {OCR} Reasoning",
    author = "Zhou, Yue  and
      Wu, Yuan  and
      Chang, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.959/",
    pages = "22122--22155",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{he-etal-2026-geosid,
    title = "{G}eo{SID}: Quantizer-Aware Geometric Shaping for Semantic {ID}s in Generative Recommendation",
    author = "He, Xinrong  and
      Wu, Chenghao  and
      Chen, Lianrong  and
      Hu, Xuming  and
      Yang, Menglin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.960/",
    pages = "22156--22168",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tian-etal-2026-egotools,
    title = "{E}go{T}ools: Towards Tool-Centric Reasoning in Real-World Egocentric Videos",
    author = "Tian, Shulin  and
      Kim, Junsu  and
      Liu, Shuai  and
      Li, Hao  and
      Shen, Yujiao  and
      Li, Sihan  and
      Yang, Zhe  and
      Kim, Yeongon  and
      Yao, Runmao  and
      Dong, Yuhao  and
      Hong, Fangzhou  and
      Furnari, Antonino  and
      Yang, Jingkang  and
      Zhu, Hongyuan  and
      Liu, Ziwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.961/",
    pages = "22169--22190",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zheng-etal-2026-maigo,
    title = "{MAIGO}: Mitigating Lost-in-Conversation with History-Cleaned On-Policy Self-Distillation",
    author = "Zheng, Haoyu  and
      Zhu, Yun  and
      Yuan, Shu  and
      Chen, Shangming  and
      Wang, Qing  and
      Zhang, Wenqiao  and
      Xiao, Jun  and
      Zhuang, Yueting",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.962/",
    pages = "22191--22211",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fan-etal-2026-legal,
    title = "Legal Rule Induction: Towards Generalizable Principle Discovery from Analogous Judicial Precedents",
    author = "Fan, Wei  and
      Zheng, Tianshi  and
      HU, Yiran  and
      Deng, Zheye  and
      Wang, Weiqi  and
      Xu, Baixuan  and
      Li, Chunyang  and
      Li, Haoran  and
      Shen, Weixing  and
      Song, Yangqiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.963/",
    pages = "22212--22240",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lin-etal-2026-rededit,
    title = "{R}ed{E}dit: Agentic Red-Teaming of Image Safety Classifiers via {MCTS}-Guided Photo-Editing",
    author = "Lin, Weilin  and
      Lin, Ziqi  and
      Zhou, Zhenxing  and
      Li, Jianze  and
      Zhang, Tong  and
      Xiong, Hui  and
      Liu, Li",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.964/",
    pages = "22241--22259",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-regiondoc,
    title = "{R}egion{D}oc-{R}1: Reinforcing Semantic Layout-Aware Reasoning for Document Understanding",
    author = "Wang, Chao  and
      Fan, Hehe  and
      Yang, Huichen  and
      Hu, Zhengdong  and
      Karimi, Sarvnaz  and
      Yao, Lina  and
      Yang, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.965/",
    pages = "22260--22282",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{niu-etal-2026-understanding,
    title = "Does Understanding Inform Generation in Unified Multimodal Models? From Analysis to Path Forward",
    author = "Niu, Yuwei  and
      Jin, Weiyang  and
      Liao, Jiaqi  and
      Feng, Chaoran  and
      Jin, Peng  and
      Lin, Bin  and
      Li, Zongjian  and
      Zhu, Bin  and
      Yu, Weihao  and
      Yuan, Li",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.966/",
    pages = "22283--22303",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-aive,
    title = "{AIVE}: Active Imagined View Exploration for Visual Spatial Reasoning",
    author = "Wu, Zhenming  and
      Li, Li  and
      Yu, Song  and
      Zhao, Wenwen  and
      Yang, Zhisheng  and
      Zhu, Shiyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.967/",
    pages = "22304--22323",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-trace,
    title = "{TRACE}: Tree-Structured Reasoning for Multi-Table Multi-Hop Fact-Checking",
    author = "Zhang, Senyi  and
      Lee, Dongwon  and
      Zhang, Delvin Ce",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.968/",
    pages = "22324--22342",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wei-etal-2026-evo,
    title = "Evo-Harness: Context-to-Harness Skill Compilation for Self-Evolving Agents",
    author = "Wei, Tianxin  and
      Shi, Zhan  and
      Lin, Minhua  and
      He, Bing  and
      Liu, Zewen  and
      Sang, Yisi  and
      Bei, Yuanchen  and
      Ning, Xuying  and
      Zou, Jiaru  and
      Li, Ting-Wei  and
      Lin, Xiao  and
      Zhao, Yanjun  and
      Wang, Chi  and
      Dumoulin, Benoit  and
      Wang, Dakuo  and
      He, Jingrui  and
      Lu, Hanqing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.969/",
    pages = "22343--22358",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-etal-2026-dsaeval,
    title = "{DSAE}val: Evaluating Data Science Agents on a Wide Range of Real-World Data Science Problems",
    author = "Sun, Maojun  and
      Xie, Yifei  and
      Wu, Yue  and
      Han, Ruijian  and
      Jiang, Binyan  and
      Sun, Defeng  and
      Yuan, Yancheng  and
      Huang, Jian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.970/",
    pages = "22359--22393",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hu-etal-2026-sufficiency,
    title = "Sufficiency-Aware Adversarial Evidence Masking for Textual Emotion-Cause Pair Extraction in Conversations",
    author = "Hu, Mengqiang  and
      Chen, Qian  and
      Guo, Xin  and
      Wang, Suge",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.971/",
    pages = "22394--22413",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{singhal-etal-2026-tokenization,
    title = "Tokenization as Structural Inductive Bias: Grapheme-Constrained Subwords for Multilingual Modeling and Vocabulary Surgery",
    author = "Singhal, Arush  and
      Bedi, Jatin  and
      Singh, Jasmeet",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.972/",
    pages = "22414--22434",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-generation,
    title = "Generation-Score Consistency: Pushing {LLM}s to Generate Semantically Valid Reasoning Scores for Misinformation Detection",
    author = "Chen, Yidu  and
      Ma, Bo  and
      Yang, Yating  and
      Zhou, Xi  and
      Wang, Zhen  and
      Ahmat, Ahtamjan  and
      Abdureyim, Dilxat  and
      Anwar, Azmat",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.973/",
    pages = "22435--22455",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{su-etal-2026-sell,
    title = "Sell More, Play Less: Benchmarking {LLM} Realistic Selling Skill",
    author = "Su, Xuanbo  and
      Hu, Wenhao  and
      Zhan, Le  and
      Xie, Yuting  and
      Lyu, Kailin  and
      Chen, Kaijie  and
      Li, Ziwei  and
      Wang, Yeqiang  and
      Su, Haibo  and
      Chen, Yunzhang  and
      Huang, Ling",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.974/",
    pages = "22456--22478",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guan-etal-2026-pararecover,
    title = "{P}ara{R}ecover: A Process-Level Benchmark for Error Localization and Recovery in Parallel Tool-Use Agents",
    author = "Guan, Bowen  and
      Yin, Zhentao  and
      Shen, Yanming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.975/",
    pages = "22479--22496",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tan-etal-2026-cultureconverse,
    title = "{C}ulture{C}onverse: A Multilingual Multi-turn Simulation Harness for Culturally Grounded Assistance in East and {S}outheast {A}sia",
    author = "Tan, Bryan Chen Zhengyu  and
      Zheng, Weihua  and
      Doan, Thong T.  and
      Doan, Bich Ngoc  and
      Peh, Jia Wang  and
      Yi, Xiaoyuan  and
      Yao, Jing  and
      Xie, Xing  and
      Chen, Nancy F.  and
      Liu, Zhengyuan  and
      Bak, JinYeong  and
      Shamdi, Wafi  and
      Chie, Soo Kai  and
      Siong, Liew Yu  and
      Rezal, Aina Azyyati Binti Mohamad  and
      Vanessa, Lew Yan Yan  and
      Wu, Huadan  and
      Raharja, Dylan  and
      Wangsajaya, Nadya Yuki  and
      Fukushige, Akane  and
      Kato, Kazushi  and
      Inoue, Koji  and
      Kawahara, Tatsuya  and
      Seo, Jaehyung  and
      Kim, Dongjun  and
      Lee, Seungyoon  and
      Pang, Zi Haur  and
      Tan, Rui Yang  and
      Cheng, Charibeth Ko  and
      Estuar, Maria Regina Justina  and
      Montalan, Jann Railey  and
      Duc, Pham Minh  and
      Lee, Roy Ka-Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.976/",
    pages = "22497--22550",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ge-etal-2026-vtos,
    title = "{VTOS}: Learning to Orchestrate Vision Tools by Co-Searching Solutions and Observers",
    author = "Ge, Jinchao  and
      Liu, Lingqiao  and
      Zhao, Shuwen  and
      Wang, Lei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.977/",
    pages = "22551--22569",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{pranida-etal-2026-indodialect,
    title = "{I}ndo{D}ialect: A Multi-Dialect Conversational Dataset for {I}ndonesian Local Languages",
    author = "Pranida, Salsabila Zahirah  and
      Solorio, Thamar  and
      Koto, Fajri",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.978/",
    pages = "22570--22591",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-mtimefact,
    title = "{MTIMEFACT}: Improving Large Language Models for Multi-Hop Temporal Fact-Checking",
    author = "Yang, Xinwei  and
      Guo, Ruiling  and
      Huang, Chen  and
      Lei, Wenqiang  and
      Ng, See-Kiong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.979/",
    pages = "22592--22614",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-answer,
    title = "When No Answer Is Correct: Diagnosing Absent Answer Detection for {MLLM}s in Video Understanding",
    author = "Wang, Yiheng  and
      Lin, Yueqian  and
      Zhu, Lichen  and
      Liu, Yudong  and
      Li, Hai Helen  and
      Chen, Yiran",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.980/",
    pages = "22615--22625",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{he-etal-2026-semantic,
    title = "Semantic Head Specialization Guides Hybrid {V}i{T} Attention for Multimodal {LLM}s",
    author = "He, Chenhong  and
      Li, Lei  and
      Li, Shicheng  and
      Lv, Hanglong  and
      Kong, Lingpeng  and
      Liu, Qi  and
      Yang, Tong  and
      Ren, Shuhuai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.981/",
    pages = "22626--22647",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-m2g,
    title = "{M}$^2${G}-Eval: Enhancing and Evaluating Multi-granularity Multilingual Code Generation",
    author = "Xu, Fanglin  and
      Zhang, Wei  and
      Yang, Jian  and
      Chen, Guo  and
      Liu, Aishan  and
      Li, Zhoujun  and
      Liu, Xianglong  and
      Dai, Bryan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.982/",
    pages = "22648--22661",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{teng-etal-2026-slimkv,
    title = "{S}lim{KV}: Joint Token-Feature {KV} Cache Compression with Reconstruction-Free Beacon Attention",
    author = "Teng, Zihan  and
      Zhao, Jiayu  and
      Ren, Wentao  and
      Fan, Minhao  and
      Ma, Tianrui  and
      Chen, Song  and
      Liu, Weichen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.983/",
    pages = "22662--22677",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xue-etal-2026-oceangym,
    title = "{O}cean{G}ym: Evaluating Language-Grounded Embodied Agents in Underwater Environments",
    author = "Xue, Yida  and
      Mao, Mingjun  and
      Ru, Xiangyuan  and
      Zhu, Yuqi  and
      Ren, Baochang  and
      Qiao, Shuofei  and
      Wang, Mengru  and
      Deng, Shumin  and
      An, Xinyu  and
      Zhang, Ningyu  and
      Zheng, Guozhou  and
      Chen, Ying  and
      Chen, Huajun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.984/",
    pages = "22678--22699",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gan-etal-2026-cortex,
    title = "{CORTEX}: High-Quality Cross-Domain Organization of Web-Scale Corpora through Ontological Corpus Graph",
    author = "Gan, Chengtao  and
      Guo, Xiaoke  and
      Zhu, Yushan  and
      Gong, Zhaoyan  and
      Liu, Zhiqiang  and
      Li, Songze  and
      Chen, Huajun  and
      Zhang, Wen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.985/",
    pages = "22700--22724",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jiang-etal-2026-tr,
    title = "{TR}-{ICRL}: Test-Time Rethinking for In-Context Reinforcement Learning",
    author = "Jiang, Wenxuan  and
      Zuo, Yuxin  and
      Zhang, Zijian  and
      Wu, Xuecheng  and
      Fan, Zining  and
      Liu, Wenxuan  and
      Chen, Li  and
      Li, Xiaoyu  and
      Cao, Xuezhi  and
      Jin, Xiaolong  and
      Liu, Ninghao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.986/",
    pages = "22725--22740",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-etal-2026-resmerge,
    title = "{R}es{M}erge: Residual-based Spectral Merging of Large Language Models",
    author = "Sun, Yandu  and
      Hou, ZhiYan  and
      An, Hongyan  and
      Wang, Weizhen  and
      Ma, Haokai  and
      Jia, Yuheng  and
      Fang, Junfeng  and
      Guo, Haiyun  and
      Wang, Jinqiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.987/",
    pages = "22741--22759",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-qwen,
    title = "{Q}wen-Image-Bench: From Generation to Creation in Text-to-Image Evaluation",
    author = "Li, Niantong  and
      Hu, Guangzheng  and
      Qiao, Weixu  and
      Ba, Ying  and
      Hong, Qichen  and
      Shen, Shijun  and
      Wang, Jinlin  and
      Zhou, Fan  and
      Kang, Jianye  and
      Shang, Xin  and
      HE, Ziyi  and
      Wang, Wei  and
      Li, Dalin  and
      Li, Jiahao  and
      Zhang, Jie  and
      Gao, Kaiyuan  and
      Yan, Kun  and
      Jiang, Lihan  and
      Tang, Ningyuan  and
      Yin, Shengming  and
      Wu, Tianhe  and
      Xu, Xiao  and
      Chen, Xiaoyue  and
      Chen, Yuxiang  and
      Shu, Yan  and
      Zhang, Yanran  and
      Chen, Yilei  and
      Xu, Yixian  and
      Zhang, Zekai  and
      Wang, Zhendong  and
      Liu, Zihao  and
      Zhou, Zikai  and
      Shi, Hongzhu  and
      Wang, Yi  and
      Zhao, Bing  and
      Wei, hu  and
      Qu, Lin  and
      Wu, Chenfei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.988/",
    pages = "22760--22787",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-causal,
    title = "Causal Interventions on Continuous Variables: A Case Study on Verb Bias in Steering Vectors for In-Context Learning",
    author = "Zhou, Zhenghao Herbert  and
      McCoy, R. Thomas  and
      Frank, Robert",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.989/",
    pages = "22788--22805",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ren-etal-2026-robust,
    title = "Robust Failure, Conservative Repair: Textual Knowledge Distillation from Cross-Model Failures",
    author = "Ren, Andrew  and
      Liu, Haokun  and
      Tan, Chenhao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.990/",
    pages = "22806--22821",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-ect,
    title = "{ECT}-{CLIP}: Resource-Efficient {CT} Vision-Language Pretraining via Negative Scaling",
    author = "Zhang, Hanwen  and
      Liu, Yao  and
      Yang, Jiaye  and
      Dai, Die  and
      Liu, Qiao  and
      Xie, Yutong  and
      Wang, Peng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.991/",
    pages = "22822--22834",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{su-etal-2026-s3mem,
    title = "{S}3{M}em: Structured Spatiotemporal Scene-Event Memory for Long-Horizon Interactive Question Answering",
    author = "Su, Encheng  and
      Wu, Jianyu  and
      Zhang, Jinouwen  and
      Yu, Qiucheng  and
      Tang, Chen  and
      Li, Pengze  and
      Wang, Lintao  and
      Wang, Aoran  and
      Ma, Xinzhu  and
      Tang, Shixiang  and
      Wang, Yizhou  and
      Li, Houqiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.992/",
    pages = "22835--22852",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-etal-2026-new,
    title = "When New Generators Arrive: Lifelong Machine-Generated Text Attribution via Ridge Feature Transfer",
    author = "Sun, Zhen  and
      Liao, Yifan  and
      Huang, Zhicong  and
      Wei, Jiaheng  and
      Hong, Cheng  and
      Yue, Yutao  and
      He, Xinlei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.993/",
    pages = "22853--22869",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-analysisbank,
    title = "{A}nalysis{B}ank: An Expert Analysis Pattern Library for Financial Report Generation",
    author = "Yang, Yajing  and
      Ma, Yunshan  and
      Koa, Kelvin J.L.  and
      Kan, Min-Yen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.994/",
    pages = "22870--22892",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-chu-2026-decoupling,
    title = "Decoupling Turn-Taking from Semantics: A Decoupled Data Approach for Finite-State-Machine-Based Full-Duplex Dialogue",
    author = "Li, Yihang  and
      Chu, Chenhui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.995/",
    pages = "22893--22910",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mao-etal-2026-controllable,
    title = "Controllable Text-Attributed Graph Generation via {LLM}-Based Substructure Modeling",
    author = "Mao, Ruijun  and
      Chen, Jiaxuan  and
      Li, Boyan  and
      Zhang, Zixing  and
      Zhang, Yuhang  and
      Wang, Fangxin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.996/",
    pages = "22911--22930",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhai-etal-2026-prism,
    title = "{PRISM}: Refracting Large-Batch Model Editing through Jacobian-Inferred {FFN} Subspaces",
    author = "Zhai, Ziyue  and
      Liu, Qiyao  and
      Song, Hao  and
      Yu, Heng  and
      Lin, Guozhi  and
      Yang, Yulai  and
      Zhang, Xuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.997/",
    pages = "22931--22949",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tan-etal-2026-small,
    title = "Small Changes, Big Impact: Demographic Bias in {LLM}-Based Hiring Through Subtle Sociocultural Markers in Anonymised Resumes",
    author = "Tan, Bryan Chen Zhengyu  and
      Khoo, Shaun  and
      Doan, Bich Ngoc  and
      Liu, Zhengyuan  and
      Chen, Nancy F.  and
      Lee, Roy Ka-Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.998/",
    pages = "22950--22982",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-well,
    title = "How Well Does Mathematical Reasoning Transfer Across Languages in {E}nglish-Centric {LLM}s?",
    author = "Yang, Wen  and
      Wu, Junhong  and
      Li, Chong  and
      Zong, Chengqing  and
      Zhang, Jiajun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.999/",
    pages = "22983--23009",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zheng-etal-2026-well,
    title = "How Well Can {M}odern {LLM}s Act as Agent Cores in Radiology Environments?",
    author = "Zheng, Qiaoyu  and
      Wu, Chaoyi  and
      Zhao, Weike  and
      Qiu, Pengcheng  and
      Dai, Lisong  and
      Zhang, Ya  and
      Wang, Yanfeng  and
      Xie, Weidi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1000/",
    pages = "23010--23040",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-solve,
    title = "Solve the Missing First Step: Can {VLM}s Standardize Raw Heterogeneous Medical Data?",
    author = "Chen, Xin  and
      Xu, Dongliang  and
      Zhu, Cunhao  and
      Luo, Xudong  and
      Lyu, Haoyang  and
      Sun, Xiaoxiao  and
      Yeung-Levy, Serena  and
      Yao, Yue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1001/",
    pages = "23041--23059",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sato-etal-2026-modality,
    title = "When Modality Gap Reduction Fails: Prediction-Level Hubness in {CLIP}",
    author = "Sato, Shota  and
      Kiyama, Hajime  and
      Hirasawa, Tosho  and
      Komachi, Mamoru",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1002/",
    pages = "23060--23083",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-saferx,
    title = "{S}afe{R}x-Agent: A Knowledge-Grounded Multi-Agent Framework for Safe and Explainable Medication Recommendation",
    author = "Wang, Xinyu  and
      Wu, Hanwei  and
      Tai, Zhenghan  and
      Lyu, Sicheng  and
      Lu, Qincheng  and
      Zhao, Ziyu  and
      Chi, Jijun  and
      Tian, Jingrui  and
      Chang, Xiao-Wen  and
      Song, Ziyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1003/",
    pages = "23084--23112",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-infoquant,
    title = "{I}nfo{Q}uant: Shaping Activation Distributions for Low-Bit {LLM} Quantization",
    author = "Li, Ke  and
      AN, Dong  and
      Zang, Xiaoling  and
      Ye, Can  and
      Xie, Liang  and
      Qiu, Qibo  and
      Shen, Chen  and
      He, Xiaofei  and
      Wang, Wenxiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1004/",
    pages = "23113--23129",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-trust,
    title = "Trust Cascade through Provenance Erasure: How Multi-Agent Delegation Breaks Single-Agent Safety",
    author = "Zhou, Yuxin  and
      Ding, Xiao  and
      Chang, Tianle  and
      He, Ye  and
      Zhang, Wenbin  and
      Li, ShangZhan  and
      Meng, Yijia  and
      Zang, Wenyu  and
      Cai, Bibo  and
      Shi, Qi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1005/",
    pages = "23130--23148",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lin-etal-2026-taxoagent,
    title = "{T}axo{A}gent: Utility-Aligned Policy Optimization for Hierarchical Semantic Classification",
    author = "Lin, Zhiming  and
      Zhong, Yihao  and
      Hou, Liwei  and
      Hu, Saisai  and
      He, ShaoYan  and
      Rongru, Chen  and
      Yang, Xuan  and
      Liu, Siyue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1006/",
    pages = "23149--23171",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shen-etal-2026-codar,
    title = "{C}o{DAR}: Continuous Diffusion Language Models are More Powerful Than You Think",
    author = "Shen, Junzhe  and
      Zhao, Jieru  and
      He, Ziwei  and
      Lin, Zhouhan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1007/",
    pages = "23172--23187",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jia-etal-2026-castle,
    title = "{CASTLE}: A Comprehensive Benchmark for Evaluating Student-Tailored Personalized Safety in Large Language Models",
    author = "Jia, Rui  and
      Lan, Ruiyi  and
      Liu, Fengrui  and
      Dai, Zhongxiang  and
      Jiang, Bo  and
      Shao, Jing  and
      Chen, Jingyuan  and
      Xu, Guandong  and
      Wu, Fei  and
      Zhang, Min",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1008/",
    pages = "23188--23222",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-mobilegym,
    title = "{M}obile{G}ym: A Verifiable and Highly Parallel Simulation Platform for Mobile {GUI} Agent Research",
    author = "Wu, Dingbang  and
      Hao, Rui  and
      Wang, Haiyang  and
      Wu, Shuzhe  and
      Xiao, Han  and
      Li, Zhenghong  and
      Zhou, Bojiang  and
      Ju, Zheng  and
      Liu, Zichen  and
      Fan, Lue  and
      Zhang, Zhaoxiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1009/",
    pages = "23223--23247",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{peng-etal-2026-nest,
    title = "{NEST}: A Benchmark for Explicit Structural Parsing on Native Empty Templates",
    author = "Peng, Chen  and
      He, Tianci  and
      Chen, Hongye  and
      Huang, Jiayi  and
      Hao, Kangdi  and
      Song, Yiping",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1010/",
    pages = "23248--23263",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tang-etal-2026-coding,
    title = "How Coding Agents Fail Their Users: A Large-Scale Analysis of Developer-Agent Misalignment in 20,574 Real-World Sessions",
    author = "Tang, Ningzhi  and
      Chen, Chaoran  and
      Xu, Gelei  and
      Shi, Yiyu  and
      Huang, Yu  and
      McMillan, Collin  and
      Dong, Tao  and
      Li, Toby Jia-Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1011/",
    pages = "23264--23282",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tang-etal-2026-halt,
    title = "{HALT}: Evaluator-Guided Clause-Level Pruning and Early Halting for Lower-Cost Multi-Agent Systems",
    author = "Tang, Zongwei  and
      Li, Yewen  and
      Liu, Bo  and
      Zhang, Zezong  and
      Yiqing, Cai  and
      Guo, Yiwei  and
      Qiu, Houjie  and
      Ma, Xingkong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1012/",
    pages = "23283--23307",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-mosaicaudio,
    title = "{M}osaic{A}udio: Multi-Teacher On-Policy Distillation for Controllable Video-to-Audio Generation",
    author = "Liu, Huadai  and
      Sun, Peiwen  and
      Chen, Qian  and
      Wang, Wen  and
      Ma, Bin  and
      Li, Xiangang  and
      Xue, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1013/",
    pages = "23308--23324",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liao-etal-2026-retrieval,
    title = "From Retrieval to Reconstruction: Constructing Evolvable Cognitive Memory for Long-term Dialogue",
    author = "Liao, Zirui  and
      Wu, ZhengXian  and
      Chen, Zhuohong  and
      Yu, Yunyao  and
      Liu, Xiaoyu  and
      Xu, Yifan  and
      Wang, Haoqian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1014/",
    pages = "23325--23345",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-domino,
    title = "Domino: Decoupling Causal Modeling from Autoregressive Drafting in Speculative Decoding",
    author = "Huang, Jianuo  and
      Zhang, Yaojie  and
      Zhang, Qituan  and
      Lin, Hao  and
      xu, Hanlin  and
      Zhang, Linfeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1015/",
    pages = "23346--23356",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tang-etal-2026-egoargus,
    title = "{E}go{A}rgus: Benchmarking {VLM}s as Situational Assistants for Modality-Grounded User Supports",
    author = "Tang, Yu-Chien  and
      Liu, Yu-Hsiang  and
      Yen, An-Zi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1016/",
    pages = "23357--23370",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-dude,
    title = "Dude: A Dual-Detection Multi-Agent System for Paper-Code Discrepancy Detection",
    author = "Liu, Weijie  and
      Zhao, Running  and
      Yuan, Wenhao  and
      Xu, Jinfeng  and
      Xu, Zhanfeng  and
      Zhang, Xiaoxi  and
      Ngai, Edith Cheuk-Han",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1017/",
    pages = "23371--23389",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-deltamem,
    title = "{D}elta{M}em: Towards Agentic Memory Management via Reinforcement Learning",
    author = "Zhang, Qi  and
      Huang, Shen  and
      Liuchu  and
      Yang, Shouqing  and
      Hu, Xiaomeng  and
      Xie, Pengjun  and
      Wang, Haobo  and
      Zhao, Junbo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1018/",
    pages = "23390--23417",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-nie-2026-latent,
    title = "From Latent Empathy to Structured Training Signals for Emotional Support Dialogue",
    author = "Xu, Linran  and
      Nie, Xiaomei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1019/",
    pages = "23418--23438",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bu-etal-2026-discotrack,
    title = "{D}isco{T}rack: A Multilingual {LLM} Benchmark for Discourse Tracking",
    author = "Bu, Lanni  and
      Levine, Lauren  and
      Zeldes, Amir",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1020/",
    pages = "23439--23456",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fan-etal-2026-robospa,
    title = "{R}obo{SPA}: Can {VLA} Models Go Beyond Simple Scenes and Short-Horizon Tasks?",
    author = "Fan, Zhenxuan  and
      Zhang, Bo  and
      Lin, Yutong  and
      Yuan, Yuqian  and
      Lin, Juekai  and
      Liang, Liang  and
      Huang, Zhuoyi  and
      Zhang, Wenqiao  and
      Li, Juncheng  and
      Tang, Siliang  and
      Xiao, Jun  and
      Zhuang, Yueting",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1021/",
    pages = "23457--23492",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-import,
    title = "Import What You Need: Learning When and How to Augment {EHR} Graphs with External Knowledge",
    author = "Chen, Chen  and
      Kerdabadi, Mohsen Nayebi  and
      Wang, Dongjie  and
      Liu, Mei  and
      Yao, Zijun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1022/",
    pages = "23493--23511",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-worldlines,
    title = "{W}orld{L}ines: Benchmarking and Modeling Long-Horizon Stateful Embodied Agents",
    author = "Zhang, Yehang  and
      Su, Jianchong  and
      Huang, Haojian  and
      Chang, Yifan  and
      Zhou, Tianhao  and
      Xu, Xinli  and
      Xu, Yingjie  and
      Li, Yinchuan  and
      Li, Zexi  and
      Chen, Ying-Cong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1023/",
    pages = "23512--23536",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{qiu-etal-2026-lifemem,
    title = "{L}ife{M}em: Enabling Lifelong Experience Reuse for {LLM} Agents",
    author = "Qiu, Yuli  and
      Li, Yutong  and
      Su, Wei  and
      Liu, Zeming  and
      Che, Wanxiang  and
      Huang, Heyan  and
      Wang, Haifeng  and
      Guo, Yuhang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1024/",
    pages = "23537--23569",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-wrap,
    title = "{WRAP}++: Web Discovery Amplified Pretraining",
    author = "Zhou, Jiang  and
      Wang, Yunhao  and
      W, Xing  and
      YU, TingHao  and
      Zhang, Feng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1025/",
    pages = "23570--23590",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-benchmarking,
    title = "Benchmarking Aggregation Queries over Unstructured Text",
    author = "Zhu, Haojia  and
      Jin, Jiahui  and
      Li, Haoyu  and
      Xu, Qinyuan  and
      Liu, Yuxi  and
      Zhou, Zihan  and
      Qiu, Hanchen  and
      Chen, Jiaoyan  and
      Zhang, Jinghui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1026/",
    pages = "23591--23615",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-beyond-dense,
    title = "Beyond Dense States: Sparse Transcoders as Causally Testable Operators for {LLM} Latent Reasoning",
    author = "Wang, Yadong  and
      Chen, Haodong  and
      Tian, Yu  and
      Geng, Chuanxing  and
      Liang, Dong  and
      Chen, Xiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1027/",
    pages = "23616--23629",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-gui,
    title = "Do {GUI} Agents Know When Not to Act? Enabling Conflict-Aware Termination for Multimodal {GUI} Agents",
    author = "Huang, Zhaoyuan  and
      Ju, Tianjie  and
      Cheng, Pengzhou  and
      Wu, Zheng  and
      Li, Yansi  and
      Song, Chuanbiao  and
      Lan, Jun  and
      Zhu, Huijia  and
      Wang, Weiqiang  and
      Zhang, Zhuosheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1028/",
    pages = "23630--23651",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{he-etal-2026-beneath,
    title = "Beneath the Diff: Diagnosing and Mitigating Algorithmic Mode Collapse in Code-Level Autonomous Research Loops",
    author = "He, Bowei  and
      Zhang, Weixu  and
      Jin, Yili  and
      Liu, Xue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1029/",
    pages = "23652--23669",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-e2e,
    title = "{E}2{E}-{V}is{RAG}: End-to-End Visual Retrieval-Augmented Generation with Differentiable Retrieval",
    author = "Wang, Zehua  and
      Zhang, Zhaojin  and
      Weng, Xiaolong  and
      Chen, Yanzhi  and
      Xiong, Ying  and
      Tang, Buzhou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1030/",
    pages = "23670--23683",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bommana-etal-2026-chiaroscuro,
    title = "Chiaroscuro for Emotions: A Contrastive Emotion Benchmark Grounded in Appraisal Theory",
    author = "Bommana, Divyesh  and
      Saim, Mohammad  and
      Jiang, Tianyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1031/",
    pages = "23684--23701",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ashraf-etal-2026-bulbul,
    title = "Bulbul: A Dataset for Dialectal {A}rabic Speech Recognition",
    author = "Ashraf, Ahmed  and
      Alansari, Aisha  and
      Al Abbas, Fadel  and
      Almarwani, Nada  and
      Aloufi, Samah  and
      Ezzini, Saad  and
      Al-shaibani, Maged S.  and
      Dalaq, Doaa  and
      Elmadany, AbdelRahim A.  and
      Abdul-Mageed, Muhammad  and
      Trigui, Mohamed Mehdi  and
      Refai, Dania  and
      Refai, Layan  and
      Akrout, Mohamed  and
      Jarrar, Mustafa  and
      Al-Khatib, Wasfi G.  and
      Dalaq, Alaa  and
      El-Nakla, Darin  and
      Abdaljalil, Samir  and
      Al-Fakih, Abdulrahman  and
      Zeghib, Nour El Imane  and
      Redah, Moussa  and
      Chafik, Salmane  and
      El-Attar, Mohamed  and
      Grati, Rima  and
      Kohail, Sarah  and
      Alkhorasani, Malak  and
      Al Safwan, Khadijah  and
      Mudhaffar, Ismail Mohmmed  and
      Altam, Ali  and
      Al-Shaikh, Ahmed  and
      Saeed, Adnan Mahyoub Ahmed  and
      Luqman, Hamzah",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1032/",
    pages = "23702--23720",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jin-etal-2026-triad,
    title = "{TRIAD}: A Three-Axis Framework for Knowledge Conflict Resolution in {RAG}",
    author = "Jin, Yizhou  and
      Li, Xudong  and
      Song, Dandan  and
      Yang, Yue  and
      Yang, Jun  and
      Tian, Yuhang  and
      Ma, Huipeng  and
      Li, Chenhao  and
      Zhang, Luan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1033/",
    pages = "23721--23746",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-tshmem,
    title = "{TSHM}em: A Temporal-Semantic Hierarchical Memory Graph for Long-Term Conversational Agents",
    author = "Xu, Feiyang  and
      Yu, Wenhao  and
      Xiang, Li  and
      Dai, Quanyu  and
      King, Irwin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1034/",
    pages = "23747--23766",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-chang-2026-gated,
    title = "Gated Contrastive Decoding via Local Candidate Geometry for Audio-Visual Speech Recognition",
    author = "Yang, Da-Hee  and
      Chang, Joon-Hyuk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1035/",
    pages = "23767--23778",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-reasoning-tool,
    title = "Reasoning and Tool-use Compete in Agentic {RL}:From Quantifying Interference to Disentangled Tuning",
    author = "Li, Yu  and
      Yi, Mingyang  and
      Li, Xiuyu  and
      Fan, Ju  and
      Jiang, Fuxin  and
      Chen, Binbin  and
      Li, Peng  and
      Song, Jie  and
      Zhang, Tieying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1036/",
    pages = "23779--23798",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zheng-etal-2026-counterfactual,
    title = "Counterfactual Constraint-Conditioned On-Policy Distillation for Multi-Constraint Instruction Following",
    author = "Zheng, Yanzhao  and
      Yu, Yuanqiang  and
      Xu, Tianze  and
      Ma, Chao  and
      Zhang, Zhentao  and
      Zhu, Jihuai  and
      Dong, Baohua  and
      Zhu, Hangcheng  and
      Huang, Ruohui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1037/",
    pages = "23799--23827",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{rahman-etal-2026-viseditbench,
    title = "{V}is{E}dit{B}ench: Can Vision-Language Models Edit Visualization Code from Multimodal Feedback?",
    author = "Rahman, Mizanur  and
      Azimlu, Arshia  and
      Rahman, Shadikur  and
      Laskar, Md Tahmid Rahman  and
      Bhuiyan, Amran  and
      Joty, Shafiq  and
      Prince, Enamul Hoque",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1038/",
    pages = "23828--23846",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-argument,
    title = "Argument Collapse: {LLM}s Flatten Long-Form Public Debate",
    author = "Kim, Yekyung  and
      Chang, Yapei  and
      Pham, Chau Minh  and
      Iyyer, Mohit",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1039/",
    pages = "23847--23893",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yoon-etal-2026-benchpres,
    title = "{B}ench{P}re{S}: A Benchmark for Context-Aware Personalized Preference Selectivity of Persistent-Memory {LLM}s",
    author = "Yoon, Sangyeon  and
      Hong, Hyesoo  and
      Jeung, Wonje  and
      Kim, Yongil  and
      Seo, Wooseok  and
      Yeen, Heuiyeen  and
      No, Albert  and
      Kim, Sunkyoung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1040/",
    pages = "23894--23908",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{rahman-etal-2026-chart,
    title = "Same Chart, Different Story: Bias in Vision-Language Chart Interpretation",
    author = "Rahman, Mizanur  and
      Wu, Huan  and
      Asgari, Arash  and
      Prince, Enamul Hoque  and
      Seyyed-Kalantari, Laleh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1041/",
    pages = "23909--23930",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-memories,
    title = "When Do Memories Break? Chain-of-Stage Diagnosis for {LLM} Memory Systems",
    author = "Wang, Chenchen  and
      Fu, Yujie  and
      Zheng, Zhiyu  and
      Qin, Shiyu  and
      Cao, Zhao  and
      Liu, Zheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1042/",
    pages = "23931--23951",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yan-etal-2026-memdefrag,
    title = "{M}em{D}efrag: Latent Memory Defragmentation for Large Language Models",
    author = "Yan, Ruiyi  and
      Mao, Zhuoyuan  and
      Guo, Steven Y.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1043/",
    pages = "23952--23972",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{frank-afli-2026-harder,
    title = "The Harder Text Embedding Benchmark ({HTEB}): Beyond One-dimensional Static Robustness",
    author = "Frank, Manuel  and
      Afli, Haithem",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1044/",
    pages = "23973--24005",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shin-etal-2026-hyperstyler,
    title = "{H}yper{S}tyler: Low-resource Authorship Style Transfer via Context-aware Style Navigation and Hypernetworks",
    author = "Shin, Jongkyung  and
      Jeon, Minguk  and
      Park, Chan Woo  and
      Lim, Chiehyeon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1045/",
    pages = "24006--24028",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-diffutester,
    title = "{D}iffu{T}ester: Accelerating Unit Test Generation for Diffusion {LLM}s via Mining Structural Pattern",
    author = "Yang, Lekang  and
      Liu, Yuetong  and
      Zhang, Yitong  and
      Li, Jia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1046/",
    pages = "24029--24048",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liang-etal-2026-routing,
    title = "Routing-Aware Safety Alignment for Mixture-of-Experts Models",
    author = "Liang, Jiacheng  and
      Wang, Yuhui  and
      Jiang, Tanqiu  and
      Wang, Ting",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1047/",
    pages = "24049--24070",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ross-etal-2026-softgene,
    title = "{S}oft{G}ene: Protein Language Model-Enhanced Soft Prompting for Interpretable Gene Set Annotation",
    author = "Ross, Drew  and
      Moghaddam, Arya Hadizadeh  and
      Wang, Dongjie  and
      Zhang, Xiaoyu  and
      Yao, Zijun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1048/",
    pages = "24071--24094",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tikhomirov-savchenko-2026-selection,
    title = "The Selection Effect: Why Compact {LLM} Verifiers for Emotion Classification Fail Behind Encoder Confidence Gates",
    author = "Tikhomirov, Dmitry  and
      Savchenko, Andrey",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1049/",
    pages = "24095--24114",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-dense,
    title = "Dense Process Supervision for Search Agents via Fact Utility Estimation",
    author = "Zhu, Rongzhi  and
      Liu, Xiangyu  and
      Liu, Yi  and
      Zhang, Shuo  and
      Zhang, Ruirui  and
      Wu, Rui  and
      Jiang, Tao  and
      Sun, Zequn  and
      Xu, Wenhao  and
      Hu, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1050/",
    pages = "24115--24130",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{song-etal-2026-anchoring,
    title = "Anchoring What Matters: A Dual-Level Learning Framework for Visually-Grounded Multimodal Reasoning",
    author = "Song, Xinxin  and
      Li, Siyuan  and
      Xiao, Tingxiong  and
      Suo, Jinli",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1051/",
    pages = "24131--24147",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-privacy,
    title = "Privacy-Preserving Text Sanitization for Distributed Agents Collaboration via Disentangled Representations",
    author = "Liu, Xuan  and
      Zhou, Hefeng  and
      Chen, Sicheng  and
      Yang, Chao  and
      Xu, Xingcheng  and
      Qu, Jingjing  and
      Lou, Jiong  and
      LI, Jie  and
      Hu, Xia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1052/",
    pages = "24148--24170",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-predict,
    title = "Predict, Don{'}t Iterate: Efficient Adaptive-Length Infilling for Diffusion Language Models",
    author = "Xu, Haobo  and
      Chen, Sirui  and
      Bei, Yuanchen  and
      Chen, Lingjie  and
      Yan, Yuchen  and
      Fu, Dongqi  and
      He, Jingrui  and
      Tong, Hanghang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1053/",
    pages = "24171--24190",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-cas,
    title = "{CAS}: Conformalized Agentic Search via Adaptive Retrieval and Policy Weighting",
    author = "Zhu, Zixi  and
      Su, Jiayuan  and
      Zhang, Jian  and
      Lin, Yu  and
      Wang, Hongwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1054/",
    pages = "24191--24210",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wei-etal-2026-grafe,
    title = "{GRAFE}: Graph-Reasoned Automated Feedback and Evaluation for Structure-Aware Essay Assessment",
    author = "Wei, Hanyao  and
      Zhong, Jun  and
      Feng, Guang Cheng  and
      Kong, Li  and
      Tian, Xudong  and
      Zhou, Junsheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1055/",
    pages = "24211--24223",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xing-etal-2026-compute,
    title = "Compute Allocation in Evolutionary Search: From Depth{--}Breadth to Multi-Armed Bandits",
    author = "Xing, Sixue  and
      He, Haoyu  and
      Wu, Kerui  and
      Yang, Zhuo  and
      Luo, Haozheng  and
      Fu, Tianfan  and
      Nagarajan, Aarthy",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1056/",
    pages = "24224--24251",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-confidence-answering,
    title = "Confidence Before Answering: A Paradigm Shift for Efficient {LLM} Uncertainty Estimation",
    author = "Li, Changcheng  and
      Wu, Jiancan  and
      Zhang, Hengheng  and
      Chen, Zhengsu  and
      An, Guo  and
      Qiu, Junxiang  and
      Wang, Xiang  and
      Tian, Qi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1057/",
    pages = "24252--24270",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yan-etal-2026-comprehensive,
    title = "A Comprehensive Survey on Linguistic Steganography: Methods, Countermeasures, Evaluation, and Challenges",
    author = "Yan, Ruiyi  and
      Chu, Chenhui  and
      Yang, Zhongliang  and
      Murawaki, Yugo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1058/",
    pages = "24271--24306",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-lee-2026-beyond,
    title = "Beyond Output-Level Correction: Tracing Positional Bias to Early-Layer Commitment in Transformer Multiple-Choice Evaluation",
    author = "Lee, Soyeon  and
      Lee, Minhyeok",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1059/",
    pages = "24307--24328",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-socialarena,
    title = "{S}ocial{A}rena: Evaluating Social Intelligence in Large Language Models",
    author = "Wang, Zongqi  and
      Wang, Rui  and
      Wu, Yuchuan  and
      Yang, Hua  and
      Qiu, Bingxue  and
      Gu, Tianle  and
      Zhao, Bing  and
      Yang, Yujiu  and
      Ye, Jieping  and
      Li, Yongbin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1060/",
    pages = "24329--24355",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-visual-compliance,
    title = "Visual Compliance via Executable Safety Rule Entailment",
    author = "Kim, Jisoo  and
      Kwack, TaeYoon  and
      Jang, Jinwoo  and
      Woo, Honguk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1061/",
    pages = "24356--24391",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{duan-etal-2026-counterfactual,
    title = "When Counterfactual Debiasing Backfires: Identity Cues as Task-Dependent Evidence in Harmful Language Understanding",
    author = "Duan, Jia  and
      Lu, Xiaoyu  and
      Hu, Wenjing  and
      Ding, Zihao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1062/",
    pages = "24392--24410",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-kv,
    title = "{KV} Admission: Learning What to Write for Efficient Long-Context {LLM} Inference",
    author = "Huang, Yen-Chieh  and
      Hsiu, Pi-Cheng  and
      Fang, Rui  and
      Chen, Ming-syan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1063/",
    pages = "24411--24439",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{qiu-etal-2026-seeing,
    title = "Seeing is Believing? Evaluating Vision-Language Model Susceptibility in Agent-to-Agent Multimodal Persuasion",
    author = "Qiu, Haoyi  and
      Zhou, Yilun  and
      Venkit, Pranav Narayanan  and
      Huang, Kung-Hsiang  and
      Zhang, Jiaxin  and
      Peng, Nanyun  and
      Wu, Chien-Sheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1064/",
    pages = "24440--24468",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-zhang-2026-stable,
    title = "How Stable Is In-Context Learning? Lipschitz Bounds for Transformer Output under Context Perturbation",
    author = "Wu, Jinheng  and
      Zhang, Di",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1065/",
    pages = "24469--24480",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-beyond-outcome,
    title = "Beyond Outcome Gaps: Process-Aware Fairness Diagnosis for {LLM}-based Multi-Agent Decision Systems",
    author = "Zhao, Yiran  and
      Zhou, Lu  and
      Fang, Liming  and
      Chen, Yufei  and
      Wu, Jiafei  and
      Liu, Zhe  and
      Xu, Xiaogang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1066/",
    pages = "24481--24518",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{moghaddam-etal-2026-rasper,
    title = "{RASPER}: Reward-Aligned Summarization of Clinical Notes for {EHR} Outcome Prediction",
    author = "Moghaddam, Arya Hadizadeh  and
      Kerdabadi, Mohsen Nayebi  and
      Chen, Chen  and
      Wang, Dongjie  and
      Yao, Zijun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1067/",
    pages = "24519--24530",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-latcom,
    title = "{L}at{C}om: Cross-Agent Latent Compression for Efficient Multi-Agent Collaboration",
    author = "Zhang, Shinan  and
      Zhang, Tao  and
      Zhu, Qihui  and
      Zhang, Mengjie  and
      Jin, Dong  and
      Hou, Yunpeng  and
      Chen, Shuangwu  and
      Tan, Xiaobin  and
      Zheng, Quan  and
      Jianyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1068/",
    pages = "24531--24547",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jinadu-etal-2026-authority,
    title = "Authority Bias in Conversational Search Engines for Academic Paper Recommendation.",
    author = "Jinadu, Uthman  and
      Ghazvinian, Parsa  and
      Budathoki, Anjila  and
      Ampel, Benjamin M.  and
      Sunderraman, Rajshekhar  and
      Ding, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1069/",
    pages = "24548--24568",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fu-etal-2026-ripple,
    title = "{RIPPLE}: Attacking Backdoor-based {LLM} Fingerprinting via Latent Representation Perturbation",
    author = "fu, Hang  and
      Zhou, Yinghan  and
      Peng, Wanli  and
      Wen, Juan  and
      Xue, Yiming  and
      Pei, Huimin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1070/",
    pages = "24569--24587",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kang-etal-2026-jpo,
    title = "{JPO}: Juris Policy Optimization for Structured Legal Reasoning in Criminal Judgment Prediction",
    author = "Kang, Zhaolu  and
      Liu, Yantao  and
      Luo, Tailong  and
      Zheng, Leqi  and
      Wei, Lei  and
      Zhu, Chenghua  and
      Gong, Junhao  and
      Qian, Jiachen  and
      Jiang, Eric Hanchen  and
      Liu, Jiaxin  and
      Wang, Yuan  and
      Zhang, Hao  and
      Wang, Zixia  and
      Fu, Rong  and
      Lin, Zheng  and
      Xuan, Richeng  and
      Hu, Zhichao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1071/",
    pages = "24588--24614",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kong-etal-2026-mechanism,
    title = "Mechanism Shift During Post-training from Autoregressive to Masked Diffusion Language Models",
    author = "Kong, Injin  and
      Lee, Hyoungjoon  and
      Jo, Yohan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1072/",
    pages = "24615--24643",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zheng-etal-2026-stepguard,
    title = "{S}tep{G}uard: Learning Step-Level Guardrails with Scalable Supervision and Safety{--}Utility Balancing",
    author = "Zheng, Zhijie  and
      Li, Yu  and
      Qian, Chen  and
      Fu, Yuqian  and
      Fu, Yanwei  and
      Sheng, Lu  and
      Shao, Jing  and
      Liu, Dongrui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1073/",
    pages = "24644--24667",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-pan-2026-readerscope,
    title = "{R}eader{S}cope: From Offline Reader-Response Calibration to Online Controlled Story Generation",
    author = "Zhang, Feng.  and
      Pan, Rong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1074/",
    pages = "24668--24712",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bhattacharya-etal-2026-big,
    title = "{B}i{G}-{SURE} - Bipartite Graph for Semantic Uncertainty and Reliability Estimation of {LLM}s",
    author = "Bhattacharya, Debarpan  and
      Phadke, Malay  and
      Ganapathy, Sriram",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1075/",
    pages = "24713--24734",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yao-etal-2026-wnw,
    title = "{W}n{W}: Waxing-and-Waning {KV} Cache for Long-Form Speech {LLM}s",
    author = "Yao, Yiming  and
      Lyu, Chenyang  and
      Ni, Xuanfan  and
      Wang, Longyue  and
      Luo, Weihua  and
      Yang, Yazheng  and
      Su, Jinsong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1076/",
    pages = "24735--24748",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-rednote,
    title = "{R}ed{N}ote-Vibe: A Lifestyle Social Media Dataset for Detecting {AI}-Generated Text and Analyzing Its Impact",
    author = "Li, Yudong  and
      Sun, Yufei  and
      Yang, Peiru  and
      Yao, Yuhan  and
      Li, Wanyue  and
      Yang, Haoyang  and
      Zou, Jiajun  and
      Gan, Haotian  and
      Shen, Linlin  and
      Huang, Yongfeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1077/",
    pages = "24749--24765",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{du-hu-2026-recognition,
    title = "Recognition{--}Refusal Misalignment in {LLM}s: Why Models Answer Structurally Unanswerable Questions",
    author = "Du, Yucheng  and
      Hu, Xiyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1078/",
    pages = "24766--24794",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chai-etal-2026-prednav,
    title = "{P}red{N}av: A Predictive Cognitive Map for Zero-Shot Object Goal Navigation",
    author = "Chai, Qingao  and
      Wang, Jiashuo  and
      Yan, Rui  and
      Tang, Huajin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1079/",
    pages = "24795--24811",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cao-etal-2026-shapleylaw,
    title = "{S}hapley{L}aw: A Game-Theoretic Approach to Multilingual Scaling Laws",
    author = "Cao, Xuyang  and
      Liu, Qianying  and
      Xiao, Chuan  and
      Oda, Yusuke  and
      Wang, Jiayi  and
      Stenetorp, Pontus  and
      Kawahara, Daisuke  and
      Onizuka, Makoto  and
      Kurohashi, Sadao  and
      Zheng, Shuyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1080/",
    pages = "24812--24833",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{janzen-etal-2026-gendered,
    title = "Gendered Prompting and {LLM} Code Review: How Gender Cues in the Prompt Shape Code Quality and Evaluation",
    author = {Janzen, Lynn  and
      Eroglu, {\"U}veys  and
      Kolossa, Dorothea  and
      Knoeferle, Pia  and
      M{\"o}ller, Sebastian  and
      Schmitt, Vera  and
      Solopova, Veronika},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1081/",
    pages = "24834--24852",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-concise,
    title = "Concise and Sufficient Sub-Sentence Citations for Retrieval-Augmented Generation",
    author = "Chen, Guo  and
      Li, Qiuyuan  and
      Li, Qiuxian  and
      Dai, Hongliang  and
      Chen, Xiang  and
      Li, Piji",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1082/",
    pages = "24853--24868",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-evading,
    title = "Evading Fake News Detection: Self-evolving Social Manipulation via {LLM}-driven Agent Orchestration",
    author = "Chen, Mengyang  and
      Wei, Lingwei  and
      Zhou, Wei  and
      Hu, Songlin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1083/",
    pages = "24869--24900",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{park-etal-2026-meerkat2,
    title = "{M}eerkat2: Bridging Global Reasoning and Local Knowledge for Efficient Medical {AI}",
    author = "Park, Jungwoo  and
      Hwang, Hyeongsoon  and
      Lee, Sanghoon  and
      Kang, Jaewoo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1084/",
    pages = "24901--24919",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-seekers,
    title = "When Seekers Are Hard to Help: Evaluating Emotional Support Dialogue Systems in Worst-Case Interactions",
    author = "Yang, Jiajie  and
      Li, Yangchun  and
      Chen, Guanyi  and
      Fan, Rui  and
      Bai, Xin  and
      He, Tingting",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1085/",
    pages = "24920--24943",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhoubian-etal-2026-deeper,
    title = "Deeper is Not Always Better: Mitigating the Alignment Tax via Confident Layer Decoding",
    author = "Zhoubian, Sining  and
      Zhang, Xuanming  and
      Chen, Yuxuan  and
      Tang, Tianyi  and
      Yang, An  and
      Du, Sean  and
      Zheng, Chujie  and
      Huang, Fei  and
      Liu, Dayiheng  and
      Huang, Gao  and
      Zhou, Jingren",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1086/",
    pages = "24944--24970",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{doan-etal-2026-beyond,
    title = "Beyond the Rabbit Hole: Mapping the Relational Harms of {QA}non Radicalization",
    author = "Doan, Bich Ngoc  and
      Russo, Giuseppe  and
      De Francisci Morales, Gianmarco",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1087/",
    pages = "24971--24991",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gao-etal-2026-beyond-text,
    title = "Beyond Text Following: Repairable Arbitration Reversals in Audio-Language Models",
    author = "Gao, Yichen  and
      Zhang, Yiqun  and
      Wang, Zijing  and
      Li, Yujia  and
      Guo, Heng  and
      Wu, Xi  and
      Yang, Xiaocui  and
      Feng, Shi  and
      Zhang, Yifei  and
      Wang, Daling",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1088/",
    pages = "24992--25012",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-sailrec,
    title = "{SAILR}ec: Steering {LLM} Attention to Dual-Side Semantically Aligned Collaborative Embeddings for Recommendation",
    author = "Wu, Xi  and
      Wang, Jiale  and
      Wang, Zihan  and
      Gao, Yichen  and
      Yang, Xiaocui  and
      Feng, Shi  and
      Wang, Daling  and
      Zhang, Yifei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1089/",
    pages = "25013--25033",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{song-etal-2026-optimer,
    title = "{O}pti{M}er: Optimal Distribution Vector Merging Is Better than Data Mixing for Continual Pre-Training",
    author = "Song, Haiyue  and
      Vu, Huy Hien  and
      Utiyama, Masao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1090/",
    pages = "25034--25054",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-measuring,
    title = "Measuring Source-Resolution Distortion in {LLM} Output Arbitration: A Source-Bounded Evaluation Framework",
    author = "Zhang, Jinning  and
      Wang, Yeqiang  and
      Zhang, Yulong  and
      Su, Xuanbo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1091/",
    pages = "25055--25071",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shi-etal-2026-identify,
    title = "Identify, Classify, Act: Per-Instruction Controlled Compliance for {LLM}s over External Data",
    author = "Shi, Zesheng  and
      li, Xue  and
      Dai, Chenrui  and
      Li, Jing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1092/",
    pages = "25072--25091",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-sampling,
    title = "Sampling Less, Knowing More: Contradiction-aware Adaptive Spectral and Entropic Uncertainty Quantification for {LLM}s",
    author = "Zhang, Jiaming  and
      Lu, Heng-yang  and
      Chen, Xinan  and
      Zheng, Junyuan  and
      Jiang, Yuncheng  and
      Zhu, Ying  and
      Fan, Chenyou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1093/",
    pages = "25092--25106",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kan-etal-2026-rubricrm,
    title = "{R}ubric{RM}: Generative Reward Modeling via Dynamic Rubrics for Image Generation and Editing",
    author = "Kan, Zijian  and
      Wang, Wei  and
      Long, Luo  and
      Zhao, Bing  and
      Ren, Xuan  and
      Qiao, Weixu  and
      Wenbo, Li  and
      Wei, hu  and
      Qu, Lin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1094/",
    pages = "25107--25126",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-harve,
    title = "{HARVE}: Hacking-Aware Reward-Head Vector Editing for Robust Reward Models",
    author = "Liu, Shuang  and
      Bo, Yuxuan  and
      Zhao, Qiuyang  and
      Huang, Caiyue  and
      Chen, Xiaorong  and
      Liu, Yanguang  and
      Du, Mengnan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1095/",
    pages = "25127--25150",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ma-etal-2026-content,
    title = "From Content Generation to Learning Support: Pedagogy-Guided Generative Video Tutors for {STEM} Learning",
    author = "Ma, Xinchen  and
      Wang, Shuimu  and
      He, Gaole  and
      Zhang, Yanbin  and
      Wang, Chunyang  and
      Lan, Yunshi  and
      Qian, Weining",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1096/",
    pages = "25151--25169",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lu-etal-2026-maviq,
    title = "{MAV}i{Q}: Memory-Augmented Visual Querying for Multi-Turn {MLLM} Jailbreaks",
    author = "Lu, JinYun  and
      Li, Xiaodan  and
      Zhou, Guanghao  and
      Chen, Cen  and
      Chen, YueFeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1097/",
    pages = "25170--25188",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-coremem,
    title = "{C}ore{M}em: {R}iemannian Retrieval and Fisher-Guided Distillation for Long-Term Memory in Dialogue Agents",
    author = "Chen, Jiaqi  and
      Zeng, Yongqin  and
      Zhan, Shaoxiong  and
      Chen, Shaoshen  and
      Zhang, Yijian  and
      Ma, Chunxia  and
      Zhou, XiuTeng  and
      Zheng, Hai-Tao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1098/",
    pages = "25189--25204",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-small,
    title = "Small Models, Fewer Heads, More Forgetting: Sparse Attention Fine-Tuning for {SLM} Continual Learning",
    author = "Xu, Hao  and
      Song, Shezheng  and
      Peng, Long  and
      Liu, Xiaodong  and
      Li, Xiaopeng  and
      Jun, Ma  and
      Li, Shasha  and
      Yu, Jie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1099/",
    pages = "25205--25222",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zeng-etal-2026-lung,
    title = "{L}ung-{R}1: A Knowledge Graph-Guided {LLM} for Pulmonary Diagnostic Reasoning",
    author = "Zeng, Haoyang  and
      Fu, Yuanxi  and
      Li, Rongzhen  and
      Ymyang  and
      Sun, Xiao  and
      Huang, Jingwang  and
      Shao, Gujie  and
      Xiang, Guohui  and
      Lu, Quan  and
      Dongfan, Ye  and
      Chen, Xuetao  and
      Zhong, Jiang  and
      Zhi, Xu  and
      Wei, Kaiwen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1100/",
    pages = "25223--25244",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{koyama-etal-2026-rigel,
    title = "Rigel: Self-Distilled Score Adaptation for Image and Video Captioning Evaluation",
    author = "Koyama, Shuitsu  and
      Matsuda, Kazuki  and
      Wada, Yuiga  and
      Hirano, Shinnosuke  and
      Yashima, Daichi  and
      Sugiura, Komei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1101/",
    pages = "25245--25261",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{peng-etal-2026-secopd,
    title = "{S}ec{OPD}: Mitigating Adaptive Prompt Injections by On-Policy Distillation",
    author = "Peng, Yibo  and
      Lian, Long  and
      Wagner, David  and
      Chen, Sizhe",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1102/",
    pages = "25262--25277",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-obschema,
    title = "{O}b{S}chema: From Local Observations to Global Entity Attribute Schemas in Scientific Literature",
    author = "Xu, Xueqiang  and
      Kweon, Wonbin  and
      Shi, Jimeng  and
      Tian, Runchu  and
      Kang, Yunfan  and
      Hu, Wei  and
      Wang, Shaowen  and
      Han, Jiawei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1103/",
    pages = "25278--25300",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{song-etal-2026-hlora,
    title = "{HL}o{RA}: Hierarchical Regularization on Combined Parameter Space for {L}o{RA} Fine-Tuning",
    author = "Song, Shezheng  and
      Xu, Hao  and
      Peng, Long  and
      Li, Xiaopeng  and
      Li, Shasha  and
      Yu, Jie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1104/",
    pages = "25301--25316",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ding-etal-2026-apex,
    title = "{APE}x: Distillation of Agent Procedural Experience for Adaptive Deep Research Question Answering",
    author = "Ding, Jie  and
      Sun, Rui  and
      Zhang, Xinyuan  and
      Zhang, Zeyu  and
      Liu, Xin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1105/",
    pages = "25317--25341",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-beyond-outliers,
    title = "Beyond Outliers: A Data-Free Layer-wise Mixed-Precision Quantization Approach Driven by Numerical and Structural Dual-Sensitivity",
    author = "Zhang, Hengyuan  and
      Chen, Xinrong  and
      Su, Zunhai  and
      Liang, Xiao  and
      Xiong, Jing  and
      XU, Wendong  and
      Xiao, He  and
      Tao, Chaofan  and
      Zhang, Wei  and
      Xie, Ruobing  and
      Jiang, Lei  and
      So, Hayden Kwok-Hay  and
      Wong, Ngai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1106/",
    pages = "25342--25359",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-aor,
    title = "{AOR}-Bench: Do Large Audio Language Models Over-Refuse Pseudo-Harmful Queries?",
    author = "Yang, Jiaxi  and
      Chun, Chaewan  and
      Lucas, Jason S  and
      Yang, Yuchen  and
      Lee, Dongwon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1107/",
    pages = "25360--25376",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-lexpath,
    title = "{L}ex{P}ath: A Domain-Oriented Multi-Path Framework for Legal Article Retrieval",
    author = "Liu, Weixuan  and
      Zhuge, Qingfeng  and
      Chen, Xuyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1108/",
    pages = "25377--25394",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shah-etal-2026-fathom,
    title = "Fathom-Vaidya: Advancing Medical Reasoning with Rubric-Based Rewards",
    author = "Shah, Kalash  and
      Singh, Kunal  and
      Snehan, J  and
      Singh, Shreyas",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1109/",
    pages = "25395--25413",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jeon-hwang-2026-ani,
    title = "{ANI}: Adaptive Numerical Injection for Unifying Semantic and Arithmetic Representations in Numerical Reasoning",
    author = "Jeon, Jinsung  and
      Hwang, Seung-Won",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1110/",
    pages = "25414--25429",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{son-etal-2026-unified,
    title = "A Unified Mechanistic Analysis of Knowledge- and Safety-Based Refusals",
    author = "Son, Yuri  and
      Kim, Seunghee  and
      Kim, Hyuhng Joon  and
      Kim, Taeuk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1111/",
    pages = "25430--25459",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hu-etal-2026-straight,
    title = "The Straight and Narrow: Do {LLM}s Possess an Internal Moral Path?",
    author = "Hu, Luoming  and
      Zeng, Jingjie  and
      Yang, Liang  and
      Lin, Hongfei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1112/",
    pages = "25460--25482",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nguyen-etal-2026-llms-reliably,
    title = "Can {LLM}s Reliably Self-Report Adversarial Prefills, and How?",
    author = "Nguyen, Quang Minh  and
      Ahmed, Uzair  and
      Kim, Taegyoon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1113/",
    pages = "25483--25512",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bae-etal-2026-understanding,
    title = "Understanding the Effects of Distractors on Reasoning Vision-Language Models",
    author = "Bae, Jiyun  and
      Ok, Hyunjong  and
      Mo, Sangwoo  and
      Lee, Jaeho",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1114/",
    pages = "25513--25542",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tian-etal-2026-rubric,
    title = "Rubric-Aware Multi-Expert Online Policy Distillation for {C}hinese Elementary School Essay Writing",
    author = "Tian, Wei  and
      Zhou, Yuhao  and
      Sun, Xiayu  and
      Zhang, Yadong  and
      Zhou, Hao  and
      Liu, Shu  and
      Lan, Man",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1115/",
    pages = "25543--25565",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-flowmm,
    title = "{F}low{MM}: Cross-Modal Information Flow Guided {KV} Cache Merging for Efficient Multimodal Context Inference",
    author = "Li, Kunxi  and
      Xiong, Yufan  and
      Jiang, Zhonghua  and
      Zhou, Yiyun  and
      Wang, Zhaode  and
      lv, Chengfei  and
      Zhang, Shengyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1116/",
    pages = "25566--25575",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{geng-etal-2026-deepsearch,
    title = "{D}eep{S}earch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment",
    author = "Geng, Xinyu  and
      He, Xuanhua  and
      Chen, Sixiang  and
      Xiao, Yanjing  and
      Zhang, Fan  and
      Huang, Shijue  and
      Mi, Haitao  and
      Liang, Zhenwen  and
      Fang, Tianqing  and
      Fung, Yi R.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1117/",
    pages = "25576--25601",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yan-etal-2026-openskill,
    title = "{O}pen{S}kill: Open-World Self-Evolution for {LLM} Agents",
    author = "Yan, Zhiling  and
      Song, Dingjie  and
      Zhang, Hanrong  and
      Liang, Wei  and
      Zhang, Yuxuan  and
      Dai, Yutong  and
      He, Lifang  and
      Yu, Philip S.  and
      Xu, Ran  and
      Li, Xiang  and
      Sun, Lichao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1118/",
    pages = "25602--25618",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jiang-etal-2026-err,
    title = "{ERR}+: Sequential Entropy Resolution for Efficient and Decisive {LLM} Reasoning",
    author = "Jiang, Xin  and
      Wang, Minhao  and
      Wu, Wen  and
      Xie, Zhentao  and
      Du, Shangheng  and
      Shi, Jinxin  and
      Zhao, Jiabao  and
      He, Liang  and
      Chen, Weicong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1119/",
    pages = "25619--25634",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-touch,
    title = "Touch What You Say: Contact-Local Tactile Grounding for Physical-Property Instructions",
    author = "Wang, Le  and
      Peng, Kelan  and
      Chenyu, Zhang  and
      Han, Wenjuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1120/",
    pages = "25635--25648",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cho-kim-2026-interpol,
    title = "{I}nter{P}ol: De-anonymizing {LM} Arena via Interpolated Preference Learning",
    author = "Cho, Minsung  and
      Kim, Jaehyung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1121/",
    pages = "25649--25668",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-training,
    title = "Training-free {LLM} Verification via Recycling Few-shot Examples",
    author = "Lee, Dongseok  and
      Hong, Jimyung  and
      Kim, Dongyoung  and
      Kim, Jaehyung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1122/",
    pages = "25669--25710",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{heo-etal-2026-drives,
    title = "What Drives Paper Acceptance? A Process-Centric Analysis of Modern Peer Review",
    author = "Heo, Inbum  and
      Pyeon, Goun  and
      Ahn, Hyungjin  and
      Jung, Sangkeun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1123/",
    pages = "25711--25731",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{pawar-etal-2026-communicative,
    title = "Not What, But How: A Communicative Audit of {LLM} Response Framing",
    author = "Pawar, Siddhesh Milind  and
      Masud, Sarah  and
      Yoo, Haneul  and
      Oh, Alice  and
      Augenstein, Isabelle",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1124/",
    pages = "25732--25765",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{an-etal-2026-jasper,
    title = "Jasper-Flash: Elastic Token Compression and Progressive Distillation for Inference-Scalable Text Embedding Models",
    author = "An, Haining  and
      Chen, Xingbing  and
      Lyu, Wenbo  and
      Zhang, Dun  and
      Zeng, Ziyang  and
      Zhao, Zhenxiang  and
      Song, Rui  and
      Xu, Hao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1125/",
    pages = "25766--25789",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lu-etal-2026-speaking,
    title = "Speaking While Listening: A Survey and Empirical Audit of Full-Duplex Spoken Dialogue Systems",
    author = "Lu, Jingyu  and
      Wang, Yuhan  and
      Luo, Jianming  and
      Chen, Yifu  and
      Liang, Tianle  and
      Ji, Shengpeng  and
      Jiang, Ziyue  and
      Yang, Xiaoda  and
      Zhang, Yu  and
      Cheng, Xize  and
      Wen, Chenyuhao  and
      Pan, Changhao  and
      Wang, Haoxiao  and
      Ye, Chen  and
      Wu, Jian  and
      Jiang, Xiaoxi  and
      Jiang, Guanjun  and
      Zhao, Zhou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1126/",
    pages = "25790--25824",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-etal-2026-pac,
    title = "{PAC}: Progress-Augmented Advantage Curriculum for Multi-Task Reinforcement Learning of {LLM}s",
    author = "Yu, Yuanqiang  and
      Zheng, Yanzhao  and
      Zhang, Zhentao  and
      Xu, Tianze  and
      Ma, Chao  and
      Zhu, Jihuai  and
      Liu, Jiashun  and
      Deng, Xinle  and
      Dong, Baohua  and
      Zhu, Hangcheng  and
      Huang, Ruohui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1127/",
    pages = "25825--25843",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xiao-zhong-2026-latent,
    title = "Latent Thoughts, Certain Gains: {B}ayesian Optimization for {LLM} Reasoning",
    author = "Xiao, Xin  and
      Zhong, Jiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1128/",
    pages = "25844--25853",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-mllms,
    title = "Can {MLLM}s Perceive and Describe Medical Image Quality Beyond Scores?",
    author = "Liu, Jiyao  and
      Wei, Jinjie  and
      Qu, Wanying  and
      Ma, Chenglong  and
      Ning, Junzhi  and
      Li, Yunheng  and
      Chen, Ying  and
      Zhang, Jiafan  and
      Chen, Pengcheng  and
      Gao, Xin  and
      Hu, Ming  and
      Wang, Xin  and
      Gao, Shujian  and
      Yang, Dingkang  and
      Deng, Zhongying  and
      Ye, Jin  and
      Liu, Lihao  and
      He, Junjun  and
      Xu, Ningsheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1129/",
    pages = "25854--25877",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-branch,
    title = "Branch Later, Compute Less, Think Better: Adaptive Depth Parallelism for Efficient Parallel Prefix-Tuning",
    author = "Zhang, Mingqian  and
      Chen, Mouxiang  and
      Liu, Zhongxin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1130/",
    pages = "25878--25896",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zheng-etal-2026-scope,
    title = "{SCOPE}: Signal-Calibrated On-Policy Distillation Enhancement with Dual-Path Adaptive Weighting",
    author = "Zheng, Binbin  and
      Ma, Xing  and
      Liang, Yiheng  and
      Ruan, Jingqing  and
      Fu, Xiaoliang  and
      Lin, Kepeng  and
      Zhu, Benchang  and
      Zeng, Ke  and
      Cai, Xunliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1131/",
    pages = "25897--25914",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-ultrax,
    title = "{U}ltra{X}: Refining Pre-Training Data at Scale with Adaptive Programmatic Editing",
    author = "Zhao, Xinlong  and
      Liu, Dongsheng  and
      Zhao, Hengyu  and
      Fu, Zixuan  and
      Wang, Zheng  and
      Cai, Jie  and
      Zhou, Jie  and
      Ma, Qiang  and
      Zhou, Xuanhe  and
      Han, Xu  and
      Wang, Yudong  and
      Liu, Zhiyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1132/",
    pages = "25915--25952",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xia-etal-2026-psychechat,
    title = "{P}sych{\={e}}{C}hat: An Empathic Framework Focused on Emotion Shift Tracking and Safety Risk Analysis in Psychological Counseling",
    author = "Xia, Zhentao  and
      Fan, Yongqi  and
      Chu, Yuxiang  and
      Yin, Yichao  and
      Chen, Liangliang  and
      Ruan, Tong  and
      Zhang, Weiyan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1133/",
    pages = "25953--25985",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-specalign,
    title = "{S}pec{A}lign: Efficient Specification-Grounded Alignment of Large Language Models via Synthetic Data",
    author = "Wang, Wenjie  and
      Huang, Yue  and
      Yuan, Zhengqing  and
      Bao, Han  and
      Du, Shiyi  and
      Ma, Yuchen  and
      Zhao, Yue  and
      Ye, Yanfang  and
      Zhang, Xiangliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1134/",
    pages = "25986--26029",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{he-etal-2026-simuls2st,
    title = "{S}imul{S}2{ST}-Omni: Data-Efficient Streaming Speech-to-Speech Translation via Explicit Trajectory Supervision",
    author = "He, Rongshen  and
      Liang, Xinyu  and
      Chen, Dekun  and
      Li, Jiaqi  and
      Chen, Mingjie  and
      Wu, Zhizheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1135/",
    pages = "26030--26058",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bai-etal-2026-infi,
    title = "{I}n{F}i-Check: Interpretable and Fine-Grained Fact-Checking of {LLM}s on Grounding Documents",
    author = "Bai, Yuzhuo  and
      Si, Shuzheng  and
      Luo, Kangyang  and
      Wang, Qingyi  and
      Li, Wenhao  and
      Chen, Gang  and
      Qi, Fanchao  and
      Sun, Maosong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1136/",
    pages = "26059--26087",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zheng-li-2026-tracer,
    title = "{TRACER}: An Information Entropy-Grounded Framework for Efficient Large-table Semantic Annotation",
    author = "Zheng, Miaoqin  and
      Li, Shuangyin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1137/",
    pages = "26088--26097",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-kwak-2026-moara,
    title = "{M}o{AR}a: Module-Aware Rank Allocation and Structure-Preserving Decomposition for Low-Rank {LLM} Pre-training",
    author = "Kim, Keunyoung  and
      Kwak, Nojun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1138/",
    pages = "26098--26127",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lei-etal-2026-draft,
    title = "Draft-{OPD}: On-Policy Distillation for Speculative Draft Models",
    author = "Lei, Haodi  and
      Li, Yafu  and
      Zhang, Haoran  and
      Zhang, Shunkai  and
      Cheng, Qianjia  and
      Qu, Xiaoye  and
      Cui, Ganqu  and
      Zhou, Bowen  and
      Ding, Ning  and
      Luo, Yun  and
      Cheng, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1139/",
    pages = "26128--26141",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-captchamind,
    title = "{C}aptcha{M}ind: Training {CAPTCHA} Solvers via Reinforcement Learning with Explicit Reasoning Supervision",
    author = "Wang, Pengcheng  and
      Liu, Haoxiang  and
      Dai, Yang  and
      Zeng, Xiangxiang  and
      Chen, Guanhua  and
      Hu, Baotian  and
      Wang, Longyue  and
      Luo, Weihua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1140/",
    pages = "26142--26158",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xie-etal-2026-secagent,
    title = "{S}ec{A}gent: Efficient Mobile {GUI} Agent with Semantic Context",
    author = "Xie, Yiping  and
      Chensong  and
      Xing, Jingxuan  and
      Jiang, Wei  and
      Zhu, Zekun  and
      Wang, Yingyao  and
      Bu, Pi  and
      Song, Jun  and
      Jiang, Yuning  and
      Zheng, Bo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1141/",
    pages = "26159--26174",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-visa,
    title = "{VISA}: Video Skeleton-Aware Efficient Frame Selection for Long Video Understanding",
    author = "Zhu, Qihui  and
      Wen, Zijian  and
      Zhang, Tao  and
      Zhang, Mengjie  and
      Ye, Shenghao  and
      Jin, Dong  and
      Chen, Shuangwu  and
      Tan, Xiaobin  and
      Zheng, Quan  and
      Jianyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1142/",
    pages = "26175--26188",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-polished,
    title = "Polished but Unresolved: Identifying Late-Stage Pressure States in Long-Horizon Tool-Use Agents",
    author = "Chen, Haoyang  and
      Liu, Yi  and
      Shao, Jianzhi  and
      Xu, Xiaozhou  and
      Sun, Zhe  and
      Hu, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1143/",
    pages = "26189--26205",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-calibration,
    title = "When Calibration Rankings Reverse: Accuracy-Controlled Evaluation for Fair Comparison of {LLM}s",
    author = "Yang, Zhichao  and
      Zhang, Caiqi  and
      Yang, Ruihan  and
      Li, Chengzu  and
      Collier, Nigel  and
      Yang, Deqing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1144/",
    pages = "26206--26231",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-one,
    title = "One Model, Many Graphs: Learning over Attributed Graphs across Heterogeneous Modalities with Vision-Language Models",
    author = "Yang, Jiayi  and
      Chen, Yifang  and
      Sun, Yuanfu  and
      Liu, Jiajin  and
      Tan, Qiaoyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1145/",
    pages = "26232--26253",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-zhao-2026-cavd,
    title = "{CAVD}-Guard: Defending Against Token Fragmentation Jailbreaks via Attention Footprints",
    author = "Xu, Junjie  and
      Zhao, Zicheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1146/",
    pages = "26254--26281",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-reinforcement,
    title = "Reinforcement Learning Improves Traversal of Parametric Knowledge in {LLM}s",
    author = "Zhang, Renfei  and
      Kaniselvan, Manasa  and
      Schaeffer, Rylan  and
      Mireshghallah, Niloofar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1147/",
    pages = "26282--26313",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{luo-etal-2026-voices,
    title = "Voices Across Registers: Corpus-Conditioned Vernacular Jailbreaks against Aligned {LLM}s via Fanfiction Subgenres",
    author = "Luo, Zhongze  and
      Shi, Ruihe  and
      Yin, Zhenshuai  and
      Liu, Haoyue  and
      Wan, Weixuan  and
      Tang, Xiaoying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1148/",
    pages = "26314--26338",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lai-etal-2026-patient,
    title = "Patient-Zero: Scaling Synthetic Patient Agents to Real-World Distributions without Real Patient Data",
    author = "Lai, Yunghwei  and
      Wang, Ziyue  and
      Ma, Weizhi  and
      Liu, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1149/",
    pages = "26339--26365",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-distribution,
    title = "Distribution-aware Language Neuron Identification in Multilingual Large Language Models",
    author = "Kim, Minjun  and
      Won, Inho  and
      Yuk, Junghun  and
      Kim, Dongyeon  and
      Kim, Jihyo  and
      Lim, KyungTae",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1150/",
    pages = "26366--26393",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-speecheditbench,
    title = "{S}peech{E}dit{B}ench: A Bilingual Multi-Attribute Benchmark for Instruction-Guided Speech Editing",
    author = "Zhang, Hanlin  and
      Tan, Daxin  and
      Tao, Dehua  and
      Chen, Xiao  and
      Tan, Haochen  and
      Song, Linqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1151/",
    pages = "26394--26414",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{song-etal-2026-medf2route,
    title = "{M}ed{F}$^2${R}oute: Evidence-Routed Graph Verification for Hallucination Detection in Clinical {LVLM}s",
    author = "Song, Xiao  and
      Chen, Ruiying  and
      Qin, Haonan  and
      Huang, Jianyuan  and
      Fang, Yuqi  and
      Shan, Caifeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1152/",
    pages = "26415--26438",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{le-etal-2026-dont,
    title = "Don{'}t Read Everything: A Curvature-Conditioned Query for Linear Attention",
    author = "Le, Dong  and
      Nguyen, Thong Thanh  and
      Nguyen, Cong-Duy T  and
      Luu, Anh Tuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1153/",
    pages = "26439--26458",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ping-etal-2026-longact,
    title = "{L}ong{A}ct: Harnessing Intrinsic Activation Patterns for Long-Context Reinforcement Learning",
    author = "Ping, Bowen  and
      Chen, Zijun  and
      Hui, Tingfeng  and
      Yu, Qize  and
      Li, Chenxuan  and
      Yan, Junchi  and
      Chang, Baobao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1154/",
    pages = "26459--26471",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{song-etal-2026-visual,
    title = "Visual Attention Faithfulness in Vision-Language Models is Heterogeneous",
    author = "Song, Xurui  and
      Wang, Weishi  and
      Yue, Zhongqi  and
      Binici, Kuluhan  and
      Bai, Tao  and
      Shao, Hongxin  and
      Dahlmeier, Daniel  and
      Luo, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1155/",
    pages = "26472--26486",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-stable-reasoning,
    title = "Stable Reasoning, Unstable Responses: Mitigating {LLM} Deception via Stability Asymmetry",
    author = "Zhang, Guoxi  and
      Chen, Jiawei  and
      Yang, Tianzhuo  and
      Qin, Lang  and
      Dai, Juntao  and
      Yang, Yaodong  and
      Yi, Jingwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1156/",
    pages = "26487--26511",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guan-etal-2026-medpriv,
    title = "{M}ed{P}riv-Bench: Benchmarking the Privacy-Utility Trade-off of Large Language Models in Medical Open-Ended Question Answering",
    author = "Guan, Shaowei  and
      Yu, Zhai  and
      Kwok, Hin-Chi  and
      Du, Jiawei  and
      Feng, Xinyu  and
      Li, Jing  and
      Qin, Jing  and
      Hui, Vivian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1157/",
    pages = "26512--26532",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{peng-etal-2026-evogenui,
    title = "{E}vo{G}en{UI}-Bench: Evaluating {LLM}s as Multi-Turn Generative {UI} Assistants",
    author = "Peng, Yue  and
      Xia, Lanke  and
      Wang, Zihan  and
      Ye, Jiahao  and
      Ning, Ke  and
      Wen, Hongyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1158/",
    pages = "26533--26549",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-cognitive-chunking,
    title = "Cognitive Chunking for Soft Prompts: Accelerating Compressor Learning via Block-wise Causal Masking",
    author = "Liu, Guojie  and
      Wang, Yiqi  and
      Yang, Yanfeng  and
      Fan, Wenqi  and
      Jian, Songlei  and
      Zhang, Jianfeng  and
      Yu, Jie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1159/",
    pages = "26550--26565",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{purificato-etal-2026-select,
    title = "Select, Label, Evaluate: Active Testing in {NLP}",
    author = "Purificato, Antonio  and
      Bucarelli, Maria Sofia  and
      Bacciu, Andrea  and
      Silvestri, Fabrizio  and
      Mantrach, Amin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1160/",
    pages = "26566--26584",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cao-etal-2026-correlation,
    title = "Correlation-Flip Visual Injection for Hallucination Mitigation in Large Vision-Language Models",
    author = "Cao, Jiaxuan  and
      Shi, Zeyu  and
      Li, Longhua  and
      Wang, Lei  and
      Qi, Lei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1161/",
    pages = "26585--26596",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lu-etal-2026-geometry,
    title = "The Geometry of Safety Drifts: Step-level Refusal-Subspace Monitoring for Reasoning Large Language Models",
    author = "Lu, Liming  and
      Du, Anan  and
      Liu, Fanzhen  and
      Chen, Hechang  and
      Pang, Shuchao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1162/",
    pages = "26597--26612",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kang-etal-2026-streaming,
    title = "Streaming Atomic Action Segmentation in Egocentric Videos via Iterative {LVLM}-to-Streaming Distillation",
    author = "Kang, Hyolim  and
      Lee, Jungsoo  and
      Cho, Janghoon  and
      Lee, Juntae  and
      Kim, Seon Joo  and
      Choi, Sungha",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1163/",
    pages = "26613--26631",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liang-etal-2026-crog,
    title = "{CROG}: Coverage-aware Reasoning Optimization on Graphs for Multi-hop Question Answering",
    author = "Liang, Junli  and
      Zhou, Pengfei  and
      Lv, Rui  and
      Zhou, Wangqiu  and
      Song, Qi  and
      Li, Xiang-Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1164/",
    pages = "26632--26645",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ding-etal-2026-mmds,
    title = "{MMDS}-Bench: Benchmarking Multimodal Large Language Models on Dynamic Stance in Social Media Interactions",
    author = "Ding, Yuzhe  and
      He, Kang  and
      Zheng, Li  and
      Zheng, Shengwu  and
      Shi, Teng  and
      Li, Fei  and
      Teng, Chong  and
      Ji, Donghong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1165/",
    pages = "26646--26667",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cai-etal-2026-mmgr,
    title = "{MMGR}: Multi-Modal Generative Reasoning Benchmark and Evaluation",
    author = "Cai, Zefan  and
      Qiu, Haoyi  and
      Ma, Tianyi  and
      Zhao, Haozhe  and
      Zhou, Gengze  and
      Liao, Tingting  and
      Yu, Xinyan Velocity  and
      Huang, Kung-Hsiang  and
      Wan, Ke  and
      Lin, Shawn  and
      Kordjamshidi, Parisa  and
      Zhang, Minjia  and
      Xiao, Wen  and
      Gu, Jiuxiang  and
      Peng, Nanyun  and
      Hu, Junjie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1166/",
    pages = "26668--26751",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{peng-etal-2026-emodap,
    title = "{E}mo{D}ap: Dual-Agent Prompt Retrieval Framework for Zero-Shot Fine-Grained Emotion Recognition",
    author = "Peng, Kun  and
      Cao, Cong  and
      Peng, Hao  and
      Yu, Xiaoyan  and
      Wang, Zihao  and
      Jiang, Lei  and
      Liu, Yu  and
      Liu, Yanbing  and
      Yu, Philip S.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1167/",
    pages = "26752--26769",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hu-etal-2026-op,
    title = "{OP}-Bench: Benchmarking Over-Personalization for Memory-Augmented Personalized Conversational Agents",
    author = "Hu, Yulin  and
      Long, Zimo  and
      Guo, Jiahe  and
      Sui, Xingyu  and
      Fu, Xing  and
      Zhao, Weixiang  and
      Zhao, Yanyan  and
      Qin, Bing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1168/",
    pages = "26770--26827",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-mm,
    title = "{MM}-{B}rowse{C}omp: A Comprehensive Benchmark for Multimodal Browsing Agents",
    author = "Li, Shilong  and
      Bu, Xingyuan  and
      Wang, Wenjie  and
      Liu, Jiaheng  and
      Dong, Jun  and
      He, Haoyang  and
      Lu, Hao  and
      Zhang, Haozhe  and
      Jing, Chenchen  and
      Li, Zhen  and
      Li, Chuanhao  and
      Tian, Jiayi  and
      Zhang, Chenchen  and
      Peng, Tianhao  and
      He, Yancheng  and
      Gu, Jihao  and
      Huang, Hui  and
      Zhou, Donghao  and
      Zhang, Yuanxing  and
      Yang, Jian  and
      Zhang, Ge  and
      Huang, Wenhao  and
      Zhang, Zhaoxiang  and
      Yang, Qiangpeng  and
      Wen, Shilei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1169/",
    pages = "26828--26847",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{leng-etal-2026-rave,
    title = "{RAVE}: Re-Allocating Visual Attention in Large Multimodal Models",
    author = "Leng, XI  and
      Ma, Xinhong  and
      Dong, Ziqiang  and
      Zhang, Feng  and
      Tang, Xiaoying  and
      Yang, Yang  and
      Jiang, Guanjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1170/",
    pages = "26848--26861",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nguyen-salim-2026-whether,
    title = "Whether {LLM}s Can Navigate Beliefs and Facts Depends on How You Phrase It",
    author = "Nguyen, Quang Minh  and
      Salim, Luis Frentzen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1171/",
    pages = "26862--26872",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{purificato-etal-2026-quorum,
    title = "{QUORUM}: {QU}ality-Optimized Routing Using Multiple annotators",
    author = "Purificato, Antonio  and
      Bucarelli, Maria Sofia  and
      Bacciu, Andrea  and
      Mantrach, Amin  and
      Silvestri, Fabrizio",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1172/",
    pages = "26873--26890",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tan-etal-2026-bottom,
    title = "Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies",
    author = "Tan, Yuqiao  and
      Wang, Minzheng  and
      He, Shizhu  and
      Liao, Huanxuan  and
      Zhao, Chengfeng  and
      Liang, Tian  and
      Zhao, Jun  and
      Liu, Kang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1173/",
    pages = "26891--26910",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-trace,
    title = "{TRACE}: An Evidence-Grounded Benchmark for Safety Evaluation of Large Reasoning Models",
    author = "Wu, Zhenyu  and
      Chen, Siyuan  and
      Yang, Changchun  and
      Dong, Jiaqi  and
      Zhou, Min  and
      Almadan, Ali A  and
      Alhammad, Talal  and
      Wahbo, Faisal  and
      Tora, Aminullah  and
      Alshahrani, Mona  and
      Gao, Xin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1174/",
    pages = "26911--26935",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tang-etal-2026-cram,
    title = "{CRAM}: Centroid-Routing and Adaptive {M}o{E} for Multimodal Continual Instruction Tuning",
    author = "Tang, Jun-Tao  and
      Xie, Zhen-Hao  and
      Shi, Yu-Cheng  and
      Zhou, Da-Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1175/",
    pages = "26936--26953",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{meier-etal-2026-risky,
    title = "Risky Business: Measuring The Faithfulness-Safety Tension",
    author = "Meier, Dominik  and
      Francis, Luca Joshua  and
      Kaiser, Marco Bernhard  and
      Ruas, Terry  and
      Wahle, Jan Philip  and
      Gipp, Bela",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1176/",
    pages = "26954--26973",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xiong-etal-2026-skillpyramid,
    title = "{S}kill{P}yramid: A Hierarchical Skill Consolidation Framework for Self-Evolving Agents",
    author = "Xiong, Yuan  and
      Miao, Ziqi  and
      Qian, Chen  and
      Li, Lijun  and
      Wang, Yequan  and
      He, Shizhu  and
      Zhao, Jun  and
      Liu, Kang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1177/",
    pages = "26974--26992",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shi-etal-2026-sarl,
    title = "{SARL}-{ICD}: Structure-aware Contrastive Representation Learning with {LLM}-augmented Label Descriptions for Automatic {ICD} Coding",
    author = "Shi, Jincheng  and
      Huang, Tianyang  and
      Zhu, Shanfeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1178/",
    pages = "26993--27009",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-metabench,
    title = "{M}eta{B}ench: Benchmarking Two-Stage Reranking and Top-N Screening for Meta-Analyses",
    author = "Huang, Yining  and
      Tang, Keke  and
      Chen, Meilian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1179/",
    pages = "27010--27050",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-etal-2026-prism,
    title = "{PRISM}: Entropy-Guided Multi-View Exploration for Scientific Idea Generation",
    author = "Yu, Jiajun  and
      Mao, Weifan  and
      Zeng, Kaipeng  and
      Bian, Kejia  and
      Wang, Zhuo  and
      Li, Kun  and
      Wang, Haishuai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1180/",
    pages = "27051--27072",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{park-etal-2026-revealing,
    title = "Revealing Multi-View Hallucination in Large Vision-Language Models",
    author = "Park, Wooje  and
      Lee, Insu  and
      Kim, Soohyun  and
      Jang, Jaeyun  and
      Noh, Minyoung  and
      Shim, Kyuhong  and
      Shim, Byonghyo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1181/",
    pages = "27073--27102",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{luo-etal-2026-shift,
    title = "{SHIFT}: Self-reconstruction Harnesses Implicit Fine-grained Thinking for Retrieval",
    author = "Luo, Yuxiao  and
      Li, Da  and
      Zhang, Mingjie  and
      he, Zhentao  and
      Zhang, Shikun  and
      Ye, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1182/",
    pages = "27103--27115",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-lkv,
    title = "{LKV}: End-to-End Learning of Head-wise Budgets and Token Selection for {LLM} {KV} Cache Eviction",
    author = "Zhou, Enshuai  and
      Hao, Yifan  and
      Wang, Chao  and
      Zhang, Rui  and
      Huang, Di  and
      Guo, Jiaming  and
      Hu, Xing  and
      Du, Zidong  and
      Guo, Qi  and
      Chen, Yunji",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1183/",
    pages = "27116--27133",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-affective,
    title = "Affective Context Amplifies Sycophancy in {LLM} Responses",
    author = "Li, Jiayi  and
      Menon, Sanjana  and
      Frischmann, Brett  and
      Wilson, Shomir  and
      Rajtmajer, Sarah",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1184/",
    pages = "27134--27156",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{pan-etal-2026-hitec,
    title = "{H}i{T}e{C}: Hierarchical Contrastive Learning on Text-Attributed Hypergraph with Semantic-Aware Augmentation",
    author = "Pan, Mengting  and
      Li, Fan  and
      Chen, Chen  and
      Wang, Xiaoyang  and
      Zhang, Wenjie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1185/",
    pages = "27157--27172",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-cypherturn,
    title = "{CYPHERTURN}: A Multi-Turn Benchmark for Conversational Text-to-Cypher Evaluation and the Autonomy Divergence",
    author = "Zhang, Yuzhe  and
      Zhu, Weijie  and
      Yang, Haolin  and
      Zhang, Ziyun  and
      Xue, Xianwei  and
      Chen, Mengke  and
      Pan, Qiutong  and
      Cai, Huaqian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1186/",
    pages = "27173--27207",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-mllmclip,
    title = "{MLLMCLIP}: Feature-Level Distillation of {MLLM} for Robust Vision-Language Representations",
    author = "Kim, Jongsuk  and
      Wu, Qiyu  and
      Mao, Zhuoyuan  and
      Wakaki, Hiromi  and
      Kim, Junmo  and
      Mitsufuji, Yuki",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1187/",
    pages = "27208--27222",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-code,
    title = "{C}o{D}e-{L}o{RA}: Mitigating the Orthogonality Dilemma in Continual Learning of {LLM}s via Knowledge Consolidation and Decoupling",
    author = "Liu, Maoqi  and
      Fang, Quan  and
      He, Yufei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1188/",
    pages = "27223--27239",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-etal-2026-supervised,
    title = "Supervised Fine-Tuning for Reasoning Large Language Models: A Survey",
    author = "Yu, Yongcan  and
      Guo, Kuangpu  and
      Liang, Jian  and
      He, Lingxiao  and
      Wang, Meng  and
      He, Ran",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1189/",
    pages = "27240--27273",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hu-etal-2026-lada,
    title = "{LADA}: Enabling Adaptation of Black-Box {LLM}s to Dynamic Domain Changes at Test Time",
    author = "Hu, Yihao  and
      Qiao, Congyu  and
      Yang, Junming  and
      Song, Mofei  and
      Geng, Xin  and
      Xu, Ning",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1190/",
    pages = "27274--27291",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{luong-chen-2026-rethinking,
    title = "Rethinking the Role of Temperature in Large Language Model Distillation",
    author = "Luong, Hoang-Chau  and
      Chen, Lingwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1191/",
    pages = "27292--27303",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-actd,
    title = "{ACTD}: Anchor-Based Cross-Tokenizer Distillation with Residual Regularization",
    author = "Zhang, Huiyi  and
      Li, Zijian  and
      Feng, Xiaocheng  and
      Ma, Weitao  and
      Yang, Xiaoliang  and
      Huang, Yichong  and
      Qin, Bing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1192/",
    pages = "27304--27317",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lv-etal-2026-reflect,
    title = "Reflect to Inform: Boosting Multimodal Reasoning via Information-Gain-Driven Verification",
    author = "Lv, Shuai  and
      Liu, Chang  and
      Tang, Feng  and
      Chen, Rui  and
      Yuan, Yu-Jie  and
      Zhou, Aojun  and
      Zhang, Kui  and
      Yang, Xi  and
      Song, Yangqiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1193/",
    pages = "27318--27342",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-collabmem,
    title = "{COLLABMEM}: A Diagnostic Benchmark for Collaborative Memory Operations in Multi-Agent {LLM} Systems",
    author = "Wu, Shun  and
      Wu, Di  and
      Zhang, XueYou  and
      Liu, Kang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1194/",
    pages = "27343--27356",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-reasoning-vulnerability,
    title = "Over-reasoning as a Vulnerability: Neuron Activation-Guided Denial-of-Service Attacks on Large Reasoning Models",
    author = "Li, Jiaxiang  and
      Wei, Zhipeng  and
      Qian, Tianwen  and
      Wu, Yuanbin  and
      Hu, Xianming  and
      Wang, Xiaoling",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1195/",
    pages = "27357--27384",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-viscache,
    title = "{V}is{C}ache: Visual {KV} Cache Pruning for Efficient Vision Large Language Model Inference",
    author = "Wang, Lyuke  and
      Li, Zhuo  and
      Zhu, Guangxu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1196/",
    pages = "27385--27406",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{su-etal-2026-retrievable,
    title = "Retrievable Gradients: Continual Post-Training Without Cumulative Weight Drift",
    author = "Su, Weihang  and
      Kang, Jiacheng  and
      Xu, Jingyan  and
      Ai, Qingyao  and
      Long, Jianming  and
      Zhang, Hanwen  and
      Du, Bangde  and
      Cao, Xinyuan  and
      Zhang, Min  and
      Liu, Yiqun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1197/",
    pages = "27407--27426",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-imagine,
    title = "Imagine-then-Plan: Agent Learning from Adaptive Lookahead with World Models",
    author = "Liu, Youwei  and
      Wang, Jian  and
      Wang, Hanlin  and
      Guo, Beichen  and
      Li, Wenjie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1198/",
    pages = "27427--27445",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{havstein-sogaard-2026-alignment,
    title = "Does Alignment Debias or Just Suppress? Evaluating Stereotypical Bias Across Base-Instruct Pairs",
    author = "Havstein, Sigurd Kornelius  and
      S{\o}gaard, Anders",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1199/",
    pages = "27446--27460",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-comap,
    title = "{C}o{MAP}: Co-Evolving World Models and Agent Policies for {LLM} Agents",
    author = "Liu, Youwei  and
      Wang, Jian  and
      Wang, Hanlin  and
      Li, Wenjie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1200/",
    pages = "27461--27480",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-reading,
    title = "Reading Time Modeling with Pixel-Based Language Models",
    author = "Li, Junlin  and
      Alhajeri, Sara  and
      Kuribayashi, Tatsuki",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1201/",
    pages = "27481--27500",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{levin-shahaf-2026-controlling,
    title = "Controlling Creativity in Concept Space: A Framework for Generative Models",
    author = "Levin, Dana  and
      Shahaf, Dafna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1202/",
    pages = "27501--27520",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{park-etal-2026-linguistics-aware,
    title = "Linguistics-Aware Non-Distortionary {LLM} Watermarking",
    author = "Park, Shinwoo  and
      Park, Hyejin  and
      An, Hyeseon  and
      Han, Yo-Sub",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1203/",
    pages = "27521--27542",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{oh-kim-2026-repair,
    title = "{REPAIR}: Resolving Long-Tail Confusion in Scientific Retrievers via Fact-Verified Iterative Refinement",
    author = "Oh, Yerim  and
      Kim, Gunhee",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1204/",
    pages = "27543--27572",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-emer,
    title = "{EMER}-Guard: Protocol-Grounded Verification for {LLM} Emergency Instructions",
    author = "Yang, Zida  and
      You, Guquan  and
      Zheng, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1205/",
    pages = "27573--27593",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-complexity,
    title = "Complexity-Aware Routing: Detecting and Allocating Dynamic Compute for Efficient Mixture-of-Experts Large Language Models",
    author = "Li, Jiahe  and
      Hu, Saisai  and
      Li, Menghao  and
      Zhu, Shaolin  and
      Xiong, Deyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1206/",
    pages = "27594--27610",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-advancing,
    title = "Advancing Fact-Checking for Large Language Models via Argumentative Reasoning",
    author = "Chen, Zirong  and
      Lv, Xiangwei  and
      Li, Zhaoqun  and
      Ke, Wenwei  and
      Chang, Jinxiong  and
      Mo, Linjian  and
      Liao, Beishui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1207/",
    pages = "27611--27630",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{oh-etal-2026-dcgc,
    title = "{DCGC}: Draft-Conditioned Global Correction for Complex Reasoning with Masked Diffusion Models",
    author = "Oh, Minhae  and
      Lee, Nakyung  and
      Lee, Jungwoo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1208/",
    pages = "27631--27651",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-large-scale,
    title = "Large-scale Multilingual News Image Captioning with {LLM}s",
    author = "Chen, Yuji  and
      Velayuthan, Purushoth  and
      Plum, Alistair  and
      Hettiarachchi, Hansi  and
      Basnet, Saroj  and
      Velayuthan, Menan  and
      Zampieri, Marcos  and
      Ranasinghe, Tharindu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1209/",
    pages = "27652--27662",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-mdhb,
    title = "{MDHB}: A Multi-Dimensional Online Harm Detection Benchmark for Proactive Psychosocial Risk Forecasting",
    author = "Huang, Yuting  and
      Huang, Xiaoyong  and
      Wang, Hao  and
      Sun, Heli  and
      Wu, Jiaruo  and
      Wang, Zejun  and
      Shi, Yunyun  and
      Yue, Guanlan  and
      He, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1210/",
    pages = "27663--27679",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-look,
    title = "Where to Look and What to Use: Retrieve{--}Localize{--}Generate for Long-Term Conversational Memory Question Answering",
    author = "Wang, Yifan  and
      Lin, Xinkui  and
      Xu, Yongxiu  and
      Gao, Shen  and
      Yang, Ruochen  and
      Huang, Kun  and
      Wang, Yubin  and
      Wu, Jie  and
      Liu, Wei  and
      Luan, Jian  and
      Xu, Hongbo  and
      Shang, Shuo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1211/",
    pages = "27680--27701",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dinh-etal-2026-reservoir,
    title = "Reservoir of Importance: Learning Semi-Structured Sparsity with Differentiable Subset Sampling",
    author = "Dinh, Ha  and
      Ta, Xuan Duy  and
      Than, Khoat  and
      Bui, Khac-Hoai Nam",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1212/",
    pages = "27702--27718",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-criterion,
    title = "Criterion-Activated Preference Synthesis: Attribution-Preserving Preference Data from Explicit Standards",
    author = "Wang, Zian  and
      Lu, Pu  and
      Huang, Caishuang  and
      Wuwenxi  and
      Zhou, Meng  and
      Du, Xiku  and
      Qiao, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1213/",
    pages = "27719--27738",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{luo-etal-2026-teaching,
    title = "Teaching by Learning: Harnessing {LLM}s Collaboration for Adaptive Data Synthesis via Cognitive Load Feedback",
    author = "Luo, Yue  and
      Zhao, Feng  and
      Yang, Yu  and
      Xu, Guandong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1214/",
    pages = "27739--27754",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-zhu-2026-anchors,
    title = "{ANCHORS}: Adaptive Normalization for Continual High-Order Retention via Sigmoid-Guided Magnitude Control",
    author = "Zhang, Yuxuan  and
      Zhu, Jiaqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1215/",
    pages = "27755--27771",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-timesense,
    title = "{T}ime{S}ense: Decoupling Modality Learning for Robust Time Series Reasoning",
    author = "Zhang, Zhirui  and
      Pei, Changhua  and
      Gao, Tianyi.  and
      Xie, Zhe  and
      Hao, Yibo  and
      Yu, Zhaoyang  and
      Xu, Longlong  and
      Xiao, Tong  and
      Han, Jing  and
      Xie, Gaogang  and
      Pei, Dan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1216/",
    pages = "27772--27789",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{song-etal-2026-corrsafe,
    title = "{C}o{RRS}afe: Improving {LRM} Safety via Co-optimized Fine-Grained Reasoning and Response Alignment",
    author = "Song, Yangxiao  and
      Xu, Bing  and
      Xu, Bufan  and
      Yang, Muyun  and
      Zhu, Conghui  and
      Wu, Huanqin  and
      Hu, Bojie  and
      Guan, Hongjiao  and
      Lu, Wenpeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1217/",
    pages = "27790--27814",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-rethinking-cross,
    title = "Rethinking Cross-Modality Prompt Transfer: Geometric Priors over Linguistic Semantics",
    author = "Zhang, Ningyuan  and
      Lu, Jie  and
      Li, Keqiuyin  and
      Zhang, Guangquan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1218/",
    pages = "27815--27833",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-tcc,
    title = "{TCC}-Bench: Benchmarking the Traditional {C}hinese Culture Understanding Capabilities of {MLLM}s",
    author = "Xu, Pengju  and
      Wang, Yan  and
      Zhang, Shuyuan  and
      Zhou, Xuan  and
      Lixin  and
      Yuanyue  and
      Li, Fengzhao  and
      Zhou, Shunyuan  and
      Wang, Xingyu  and
      Zhang, Yi  and
      Zhao, Haiying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1219/",
    pages = "27834--27854",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-language-chain,
    title = "Language Chain in Alignment: Cross-lingual Ranking Preference Optimization",
    author = "Lee, Seungyoon  and
      Kim, Minhyuk  and
      Lee, Jungseob  and
      Lim, Heuiseok",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1220/",
    pages = "27855--27869",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kang-etal-2026-q,
    title = "{Q}-{CAT}: A Non-Parametric Query Filtering System for Prohibited Content in Dynamic Enterprise Environments",
    author = "Kang, Juheon  and
      Choi, Eunkyung  and
      Oh, Hongseok  and
      Shin, Hyunseo  and
      Son, JuYoun  and
      Bae, Yunjin  and
      Hwang, Wonseok",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1221/",
    pages = "27870--27891",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ye-etal-2026-rubric,
    title = "Rubric-Guided Process Reward for Stepwise Model Routing",
    author = "Ye, Shenghao  and
      Guo, Yu  and
      Li, Zhengheng  and
      Huang, Qiang  and
      Chen, Shuangwu  and
      Luo, Wang  and
      Qian, Rui  and
      Zhang, Jie  and
      Zhang, Tao  and
      Jin, Dong  and
      Tan, Xiaobin  and
      Zheng, Quan  and
      Jianyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1222/",
    pages = "27892--27910",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-cachespec,
    title = "{C}ache{S}pec: Finding the Sweet Spot for Small Models in Large Language Models",
    author = "Chen, Jingquan  and
      Feng, Jie  and
      Piao, Jinghua  and
      Hu, Shaogang  and
      Li, Yong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1223/",
    pages = "27911--27928",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liang-etal-2026-scopebench,
    title = "{S}cope{B}ench: Evaluating Cultural Norm Scope Awareness in {LLM}s",
    author = "Liang, Haojun  and
      Zhao, Ziwei  and
      Li, Chenyu  and
      Zhao, Qiyue  and
      Mu, Rongduomijia  and
      Shen, Yulan  and
      Gu, Yu  and
      Zhang, Chen  and
      Zhang, Kairui  and
      Ma, Yanbiao  and
      Wang, Wenxuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1224/",
    pages = "27929--27960",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-scaled,
    title = "A Scaled-Up Empirical Study of Syntactic Language Models",
    author = "Wang, Pengcheng  and
      Zhang, Zhexuan  and
      Lou, Chao  and
      Tu, Kewei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1225/",
    pages = "27961--27976",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-shallow,
    title = "Shallow to Deep: Aligning Token Pruning with Stage-wise Roles in {LVLM}s",
    author = "Zhang, Shuo  and
      Tong, Jintao  and
      Zou, Yixiong  and
      Li, Yuhua  and
      Li, Ruixuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1226/",
    pages = "27977--27993",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-towards,
    title = "Towards a Comprehensive Scaling Law of Mixture-of-Experts",
    author = "Zhao, Guoliang  and
      Fu, Yuhan  and
      Li, Shuaipeng  and
      Sun, Samm  and
      Xie, Ruobing  and
      Wang, An  and
      Han, Weidong  and
      Yang, Zhen  and
      Sun, Weixuan  and
      Zhang, Yudong  and
      Xu, Cheng-zhong  and
      Wang, Di  and
      Jiang, Jie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1227/",
    pages = "27994--28022",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{han-heo-2026-cultureprm,
    title = "{C}ulture{PRM}: A Process Reward Model for Mitigating Cultural Overriding in Cultural Reasoning",
    author = "Han, Ji-Eun  and
      Heo, Yoonseok",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1228/",
    pages = "28023--28040",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{song-etal-2026-diagnose,
    title = "Diagnose, Then Refine: A Closed-Loop {TTS} System with {A}udio{LLM}-guided Correction",
    author = "Song, Zeyang  and
      Liu, Tianchi  and
      Wang, Tianrui  and
      Xu, Chenglin  and
      Guo, Steven Y.  and
      Li, Haizhou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1229/",
    pages = "28041--28059",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cho-etal-2026-hidden,
    title = "Hidden Threat in Synthetic Data: Covert Targeted Bias Injection through Benign Text",
    author = "Cho, Minkyung  and
      Kim, Jihyo  and
      Song, SeungWoo  and
      Yuk, Junghun  and
      Kee, Minjoon  and
      Song, Hoyun  and
      Lim, KyungTae",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1230/",
    pages = "28060--28084",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ni-etal-2026-popular,
    title = "Popular but Wrong: Understanding and Mitigating {LLM} Overconfidence through Knowledge Popularity",
    author = "Ni, Shiyu  and
      Bi, Keping  and
      Guo, Jiafeng  and
      Cheng, Xueqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1231/",
    pages = "28085--28101",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ye-etal-2026-rethinking,
    title = "Rethinking Stepwise Model Routing: A Cost-Efficient Table Reasoning Perspective",
    author = "Ye, Shenghao  and
      Wang, Yuxiang  and
      Guo, Yu  and
      Zhang, Tao  and
      Chen, Shuangwu  and
      Wen, Zijian  and
      Zhu, Qihui  and
      Zhang, Mengjie  and
      Jin, Dong  and
      Luo, Wang  and
      Jianyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1232/",
    pages = "28102--28120",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{he-etal-2026-traceprobe,
    title = "{T}race{P}robe: An Execution-Based Benchmark for Diagnosing Safety Failures in {LLM} Agents",
    author = "He, Yuxiang  and
      Zhao, Jian  and
      Liu, Yufei  and
      Yuan, Yuchen  and
      Li, Xuelong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1233/",
    pages = "28121--28140",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-muon2,
    title = "{M}uon$^2$: Boosting Muon via Adaptive Second-Moment Preconditioning",
    author = "Liu, Ziyue  and
      Zhang, Ruijie  and
      Wang, Zhengyang  and
      Zhao, Yequan  and
      Su, Yupeng  and
      Yang, Zi  and
      Zhang, Zheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1234/",
    pages = "28141--28161",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{adeyemi-etal-2026-cavewoman,
    title = "{CAVEWOMAN}: How Large Language Models Behave Under Linguistic Input and Output Compression",
    author = "Adeyemi, Morayo Danielle  and
      Rossi, Ryan A.  and
      Dernoncourt, Franck",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1235/",
    pages = "28162--28188",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cho-etal-2026-act,
    title = "Why Act Without Asking? Evaluating Mobile {GUI} Agents under Ambiguous Instructions",
    author = "Cho, Yeongjae  and
      Park, Jungwuk  and
      Choi, Tae-Min  and
      Park, Chiyoun  and
      Kim, Mincheol  and
      Kim, Kookhoi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1236/",
    pages = "28189--28210",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guo-etal-2026-agora,
    title = "{AGORA}: An Archive-Grounded Benchmark for Agentic Workplace Document Reasoning",
    author = "Guo, Honglin  and
      Zhang, Qi  and
      Zhang, Yu  and
      Li, Weijie  and
      Zheng, Rui  and
      Lei, Zhikai  and
      Peng, Qiyuan  and
      Xi, Zhiheng  and
      Gui, Tao  and
      Zhang, Qi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1237/",
    pages = "28211--28228",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{oh-demberg-2026-retrieval,
    title = "A retrieval conditioned rebinding circuit for dynamic entity tracking in large language models",
    author = "Oh, Soyoung  and
      Demberg, Vera",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1238/",
    pages = "28229--28243",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-syntactic,
    title = "Syntactic Complexity Convergence in Dialogue: Analysis of the Phenomenon and Application to {LLM} Detection",
    author = "Wang, Yu  and
      Chen, Yanran  and
      Wang, Yifan  and
      Eger, Steffen  and
      Buschmeier, Hendrik",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1239/",
    pages = "28244--28269",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{le-etal-2026-distribution,
    title = "When In-Distribution Gains Fail: Evaluating Weak-to-Strong Reward Models under Preference Shift",
    author = "Le, Khoi M.  and
      Cao, Tri  and
      Nguyen, Phong Nam Huu  and
      Nguyen, Cong-Duy T  and
      Luu, Anh Tuan  and
      Miao, Chunyan  and
      Ng, See-Kiong  and
      Nguyen, Thong Thanh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1240/",
    pages = "28270--28288",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-ssr,
    title = "{SSR}: Symbolic-Neural Soft Reasoning for Robust and Verifiable Thinking Chains",
    author = "Wang, Rui  and
      Wei, Zeming  and
      Zhang, Yihao  and
      Luan, Xiaokun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1241/",
    pages = "28289--28308",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bao-etal-2026-loki,
    title = "{LOKI}: Locating Optimal Knock-In Points for Backdoor Attacks on Dense Retrievers",
    author = "Bao, Qiqi  and
      Feng, Linzhi  and
      Qian, Yaguan  and
      Guo, Yanru  and
      Wang, Bin  and
      Gu, Zhaoquan  and
      Ji, Shouling  and
      Lei, Zhen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1242/",
    pages = "28309--28325",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-coda-mitigating,
    title = "{CODA}: Mitigating Over-Refusal and Jailbreaks in Large Language Models via Codebook-Orthogonal Direction Alignment",
    author = "Huang, Feng  and
      Zhang, Yunqi  and
      Huang, Qiang  and
      Yu, Qing  and
      Huang, Yongfeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1243/",
    pages = "28326--28348",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-focal,
    title = "{FOCAL}: Fine-Grained Optimal-Transport-Driven Contrastive Alignment of Language and {ECG}s with Waveform Enhancement",
    author = "Li, Haitao  and
      Liu, Che  and
      Ding, Zhengyao  and
      Liu, Ziyi  and
      Shao, Wenqi  and
      Huang, Zhengxing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1244/",
    pages = "28349--28367",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-vira,
    title = "{VIRA}-Bench: Diagnosing Pedagogical Contingency Understanding in Online Tutoring Videos",
    author = "Wang, Weihang  and
      Gu, Hansu  and
      Liu, Guanming  and
      Zhang, Peng  and
      Gu, Ning  and
      Lu, Tun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1245/",
    pages = "28368--28388",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{prud-hommeaux-etal-2026-family,
    title = "A Family Affair: Counterintuitive transfer effects in {ASR} for endangered languages",
    author = "Prud{'}hommeaux, Emily  and
      Scheppat, Hunter  and
      Hernandez, Nicholas  and
      Le Ferrand, Eric",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1246/",
    pages = "28389--28397",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ki-etal-2026-cpr,
    title = "{CPR} for {LLM}s: Critical-Point Routing against Catastrophic Forgetting in Domain Adaptation",
    author = "Ki, Kwangmin  and
      Nam, Yunhun  and
      Jeong, Jongheon  and
      Kim, Jaehyung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1247/",
    pages = "28398--28422",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-x,
    title = "{X}-Coder: Advancing Competitive Programming with Fully Synthetic Tasks, Solutions, and Tests",
    author = "Wu, Jie  and
      Li, Haoling  and
      Zhang, Xin  and
      Guo, Jiani  and
      Luo, Jane  and
      Yang, Xuewei  and
      Liu, Steven  and
      Huang, Yangyu  and
      Chu, Ruihang  and
      Li, Scarlett  and
      Yang, Yujiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1248/",
    pages = "28423--28450",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-anyaudio,
    title = "{A}ny{A}udio-Judge: A Dynamic Rubric-Based Benchmark and Evaluator for Audio Instruction Following",
    author = "Li, Haitao  and
      Tan, Tian  and
      Yuguang, Yang  and
      Yang, Shan  and
      Chen, Xie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1249/",
    pages = "28451--28469",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-toolforge,
    title = "{T}ool{F}orge: A Data Synthesis Pipeline for Multi-Hop, Multi-Turn, and Self-Reflective Tool-Use Data",
    author = "Chen, Hao  and
      Zhou, Shunyuan  and
      Hu, Zhexin  and
      Chai, Jiajun  and
      He, Hang  and
      Yang, Haocheng  and
      Wang, Xiaohan  and
      Lin, Wei  and
      Wang, Tianyu  and
      Zhao, Zhuofeng  and
      Yin, Guojun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1250/",
    pages = "28470--28492",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cohen-etal-2026-idiosteer,
    title = "{I}dio{S}teer: Controlling Figurative-vs-Literal Interpretation via Residual-Stream Activation Steering",
    author = "Cohen, Bar  and
      Hashiloni, Kai Golan  and
      Bar, Kfir",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1251/",
    pages = "28493--28531",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-stop,
    title = "Stop Before You Fail: Operational Capability Boundaries for Mitigating Unproductive Reasoning in Large Reasoning Models",
    author = "Zhang, Qingjie  and
      Fu, Yujia  and
      Wang, Yang  and
      Yan, Liu  and
      Wei, Tao  and
      Xu, Ke  and
      Huang, Minlie  and
      Qiu, Han",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1252/",
    pages = "28532--28554",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yongyao-etal-2026-tabsieve,
    title = "{T}ab{S}ieve: Explicit In-Table Evidence Selection for Tabular Prediction",
    author = "Yongyao, Wang  and
      Miao, Ziqi  and
      Yang, Lu  and
      Jia, Haonan  and
      Yan, Wenting  and
      Qian, Chen  and
      Li, Lijun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1253/",
    pages = "28555--28574",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dong-etal-2026-robustness,
    title = "On the Robustness of Knowledge Editing for Detoxification",
    author = "Dong, Ming  and
      Tang, Shiyi  and
      Peng, Ziyan  and
      Chen, Guanyi  and
      He, Tingting",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1254/",
    pages = "28575--28593",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{si-etal-2026-abdatabench,
    title = "{ABDATABENCH}: Evaluating {AI} Agents for Evidence-Grounded Antibody Record Construction",
    author = "Si, Weiye  and
      Qian, Juncheng  and
      Litong, Liu  and
      Jin, Meiyan  and
      Chen, Haotian  and
      Lu, Pengrui  and
      Wu, Yunze  and
      Yu, Junjie  and
      Ying, Tianlei  and
      Liu, Pengfei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1255/",
    pages = "28594--28614",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yao-etal-2026-follow,
    title = "Follow the Latent Roadmap: Navigating Revocable Decoding for Diffusion {LLM}s with Anchor Tokens",
    author = "Yao, Yizhen  and
      Zhu, Qinglin  and
      Zhao, Runcong  and
      Dai, Xiangxiang  and
      Xiang, Yanzheng  and
      He, Yulan  and
      Gui, Lin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1256/",
    pages = "28615--28634",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-towards-effective,
    title = "Towards Effective Structured Context Modeling for Conversational Recommender Systems via Dual-node {M}onte {C}arlo Tree Search",
    author = "Zhang, Jincheng  and
      Huang, Chen  and
      Lei, Wenqiang  and
      Ng, See-Kiong  and
      Deng, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1257/",
    pages = "28635--28659",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ren-etal-2026-adora,
    title = "{ADORA}: Training Reasoning Models with Dynamic Advantage Estimation on Reinforcement Learning",
    author = "Ren, Qingnan  and
      Huang, Shiting  and
      Fang, Zhen  and
      Chen, Zehui  and
      Chen, Lin  and
      Li, Lijun  and
      Zhao, Feng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1258/",
    pages = "28660--28677",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{anand-shareghi-2026-cube,
    title = "Cube Bench: A Controlled Diagnostic for Spatial and Sequential Reasoning in Multimodal Large Language Models",
    author = "Anand, Dhruv  and
      Shareghi, Ehsan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1259/",
    pages = "28678--28707",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-towards-mechanistic,
    title = "Towards a Mechanistic Understanding of Propositional Logical Reasoning in Large Language Models",
    author = "Chen, Danchun  and
      Yan, Qiyao  and
      Wang, Chenpeng  and
      Pan, Liangming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1260/",
    pages = "28708--28737",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-etal-2026-ladderedit,
    title = "{L}adder{E}dit: Edit-Level Residual Compression for Memory-Efficient Lifelong Editing of {LLM}s",
    author = "Yu, Xiaobing  and
      Qiu, Peijie  and
      Yang, Jin  and
      Dong, Xuanzhao  and
      Ma, Weiwei  and
      An, Zhaoqi  and
      Zhao, Xiaoqi  and
      Liu, Xiaofeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1261/",
    pages = "28738--28764",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zeng-etal-2026-toolloop,
    title = "{T}ool{L}oop: Closed-Loop Tool-Use Data Synthesis via Decomposed Generation and Dynamic Self-Feedback",
    author = "Zeng, Min  and
      Liu, Yuzhou  and
      Cao, Zhenyu  and
      Chen, Hanxiu  and
      Li, Heng  and
      Liu, Caiquan  and
      Wen, Yafei  and
      Chen, Xiaoxin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1262/",
    pages = "28765--28779",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{meng-etal-2026-latentevolve,
    title = "{L}atent{E}volve: Self-Evolving Test-Time Scaling in Latent Space",
    author = "Meng, Fanci  and
      Zhang, Guibin  and
      Li, Zherui  and
      Wang, Kun  and
      Yin, Zhenfei  and
      Yan, Shuicheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1263/",
    pages = "28780--28800",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-retrieval-heads,
    title = "Can Retrieval Heads See Images? Multimodal Retrieval Heads in Long-Context Vision-Language Models",
    author = "Li, Aaron Branson Cigres  and
      Wang, Zhaowei  and
      Zhao, Yu  and
      Du, Yiming  and
      Li, Haobo  and
      Ren, Xiyu  and
      Wong, Ginny  and
      See, Simon  and
      Luo, Lishu  and
      Duan, Haodong  and
      Minervini, Pasquale  and
      Song, Yangqiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1264/",
    pages = "28801--28818",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{song-yoo-2026-pn,
    title = "{PN}-Mix: Pair-Norm Guided Mixed-Precision Key Cache Quantization for Efficient Long-Output {LLM} Inference",
    author = "Song, Gil Jae  and
      Yoo, Sungjoo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1265/",
    pages = "28819--28841",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kong-etal-2026-meta,
    title = "Meta-Prompt Optimization for {LLM}-Based Sequential Decision Making",
    author = "Kong, Mingze  and
      Wang, Zhiyong  and
      Shu, Yao  and
      Dai, Zhongxiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1266/",
    pages = "28842--28867",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{vo-nguyen-2026-holmes,
    title = "Holmes-{SQL}: Benchmarking {LLM} Agents on Evidence-Aware Investigative Reasoning over Structured Databases",
    author = "Vo, Hoang-An  and
      Nguyen, Cam-Tu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1267/",
    pages = "28868--28893",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-ar,
    title = "{AR}-Bench: Benchmarking Legal Reasoning with Judgment Error Detection, Classification and Correction for {C}hinese Criminal Cases",
    author = "Li, Yifei  and
      Zhang, Richong  and
      Tu, Wanyu  and
      Nie, Zhijie  and
      Luo, Haokun  and
      Yin, Chuantao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1268/",
    pages = "28894--28918",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-understanding-reliability,
    title = "Understanding Reliability in {LLM}-based Human Behavior Simulation",
    author = "Wang, Pei  and
      Wang, Lei  and
      Li, Yuanzi  and
      Chen, Xu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1269/",
    pages = "28919--28936",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-beyond,
    title = "Beyond Leaderboards: A Frozen-Rubric Contract for Position-Invariant Winning-Argument Detection",
    author = "Yang, Zida  and
      Zeng, Weiqing  and
      You, Guquan  and
      Zheng, Jiexin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1270/",
    pages = "28937--28958",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{baroni-etal-2026-tracing,
    title = "Tracing the complexity profiles of different linguistic phenomena through the intrinsic dimension of {LLM} representations",
    author = "Baroni, Marco  and
      Cheng, Emily  and
      de-Dios-Flores, Iria  and
      Franzon, Francesca",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1271/",
    pages = "28959--28983",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-medinsightbench,
    title = "{M}ed{I}nsight{B}ench: Evaluating Medical Analytics Agents Through Multi-Step Insight Discovery in Multi-modal Medical Data",
    author = "Zhu, Zhenghao  and
      Cao, Chuxue  and
      Song, Yuanfeng  and
      Chen, Xing  and
      Cao, Caleb Chen  and
      Han, Sirui  and
      Guo, Yike",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1272/",
    pages = "28984--29016",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kuznetsov-etal-2026-peer,
    title = "Is Peer Review Really in Decline? Analyzing Review Quality across Venues and Time",
    author = "Kuznetsov, Ilia  and
      Nayak, Rohan Kumar  and
      Rozovskaya, Alla  and
      Gurevych, Iryna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1273/",
    pages = "29017--29056",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ma-etal-2026-queries,
    title = "Not All Queries Are Equal: Query-Type-Aware Mixture-of-Experts for Temporal Knowledge Graph Forecasting",
    author = "Ma, Rong  and
      Ma, Bo  and
      Yang, Yating  and
      Zhou, Xi  and
      Wang, Lei  and
      Dong, Rui  and
      Ahmat, Ahtamjan  and
      Wang, Zhen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1274/",
    pages = "29057--29078",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-beyond-bag,
    title = "Beyond Bag-of-Words: Generative Structural Regularization for Dense Table Retrieval",
    author = "Liu, WeiJie  and
      Chen, Shanshan  and
      Kong, Fang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1275/",
    pages = "29079--29094",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-distributional,
    title = "Distributional Stabilization for Zero-Shot Relation Extraction",
    author = "Liu, Yongxin  and
      Zhang, Huaping  and
      Li, Qiuchi  and
      Gao, Chunxiao  and
      Lv, Haocheng  and
      Ruohao, Yan  and
      Zhang, Baohua  and
      Li, Lei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1276/",
    pages = "29095--29111",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-2026-egovoice,
    title = "{E}go{V}oice: Proactive Spoken Assistance from Egocentric Multimodal Streams",
    author = "Kim, Heeseung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1277/",
    pages = "29112--29136",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{pulivarthi-etal-2026-kitcat,
    title = "{KI}t{CAT}: Knowledge Injection via Input Corruption for Auto-regressive Training",
    author = "Pulivarthi, Meghanadh  and
      Bhushan, Kushagra  and
      Kumar, Vineet  and
      Pandey, Gaurav  and
      Sen, Jaydeep  and
      Raghu, Dinesh  and
      Joshi, Sachindra  and
      Nandwani, Yatin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1278/",
    pages = "29137--29154",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{he-etal-2026-sspc,
    title = "{SSPC}: Semantic-Structural Propagation Calibration for Multimodal Fake News Detection",
    author = "He, Zejiang  and
      Luo, Yun  and
      Huang, Zhen  and
      Tian, Zhiliang  and
      Huang, Jingyuan  and
      Liu, Shanshan  and
      Ma, Yanzhou  and
      Zhang, Zhaoning  and
      Li, Dongsheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1279/",
    pages = "29155--29176",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{alastruey-etal-2026-omnilingual,
    title = "Omnilingual {MT}: Machine Translation for 1,600 Languages",
    author = "Alastruey, Belen  and
      Bafna, Niyati  and
      Caciolai, Andrea  and
      Heffernan, Kevin  and
      Kozhevnikov, Artyom  and
      Ropers, Christophe  and
      S{\'a}nchez, Eduardo  and
      Saint-James, Charles-{\'E}ric  and
      Tsiamas, Ioannis  and
      Cao, Xiang Tony  and
      Cheng, Chierh  and
      Chuang, Joe  and
      Duquenne, Paul-Ambroise  and
      Duppenthaler, Mark  and
      Gao, Cynthia  and
      Huguet Cabot, Pere-Llu{\'i}s  and
      Janeiro, Jo{\~a}o Maria  and
      Maillard, Jean  and
      Mejia-Gonzalez, Gabriel Eduardo  and
      Schwenk, Holger  and
      Toledo, Edan  and
      Turkatenko, Arina  and
      Ventayol-Boada, Albert  and
      Arikapudi, Ravi  and
      Ekberg, Nathanial Paul  and
      Moritz, Rashel  and
      Mourachko, Alexandre  and
      Parimi, Surya  and
      Williamson, Mary  and
      Yates, Shireen  and
      Dale, David  and
      Costa-juss{\`a}, Marta R.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1280/",
    pages = "29177--29200",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zheng-etal-2026-comerge,
    title = "{C}o{M}erge: Conflict-Driven Preference Optimization for Multi-Task Model Merging",
    author = "Zheng, Mingjie  and
      Chen, Zihao  and
      Chen, Wenqing  and
      Yuan, Weile  and
      Chu, Zhixuan  and
      Yu, Jianxing  and
      Zheng, Zibin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1281/",
    pages = "29201--29216",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{adi-etal-2026-personalization,
    title = "Personalization over Generalization: History-Aware Sentence-Level {AI} Detection in Collaborative Writing",
    author = "Adi, Rizky  and
      Suzuki, Yoshimi  and
      Fukumoto, Fumiyo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1282/",
    pages = "29217--29235",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{serouis-duque-2026-imag,
    title = "Imag-Eval: a language-grounded framework for interpretable Text-to-Image instruction following evaluation",
    author = "Serouis, Ibrahim Mohamed  and
      Duque, David Jaramillo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1283/",
    pages = "29236--29254",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-benchmarks,
    title = "Do Benchmarks Measure the Same Thing? Evaluation-Free Benchmark Redundancy Analysis with {SAE}",
    author = "Wang, Yaoning  and
      Ying, Jiahao  and
      Ma, Yubo  and
      Wan, Yu  and
      Liu, Dayiheng  and
      Cao, Yixin  and
      Jiang, Yu-Gang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1284/",
    pages = "29255--29271",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xie-etal-2026-far,
    title = "How Far Are {AI} Scientists from Changing the World? A Survey of Autonomous Scientific Discovery",
    author = "Xie, Qiujie  and
      Weng, Yixuan  and
      Zhu, Minjun  and
      Fang, Junying  and
      Shen, Fuchen  and
      Huang, Shulin  and
      Lin, Zhen  and
      Wang, Zhouyang  and
      Li, Shichen  and
      Zhou, Jiahui  and
      Mao, Zilan  and
      Liu, Sifan  and
      Liu, Zhenhao  and
      Yin, Dalv  and
      Wei, Fanjunduo  and
      Ning, Zhiyuan  and
      Yang, Zijie  and
      Yang, Linyi  and
      Wu, Jian  and
      Zhang, Yue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1285/",
    pages = "29272--29288",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{choi-etal-2026-mentor,
    title = "{MENTOR}: Reinforcement Learning via Flexible Teacher-Optimized Rewards for Tool-Use Distillation",
    author = "Choi, ChangSu  and
      Song, Hoyun  and
      Kim, Dongyeon  and
      Cho, Minkyung  and
      Jung, WooHyeon  and
      Park, SunJin  and
      Bae, NohHyeob  and
      Yu, Seona  and
      Lim, KyungTae",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1286/",
    pages = "29289--29319",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-ap,
    title = "{AP}-{GRPO}: Anchor-Gated Phonetic Alignment with Policy Optimization for Pathological Speech Reconstruction",
    author = "Zhang, Pengfei  and
      Nguyen, Hoang H  and
      Song, Yutong  and
      Huang, Wenjun  and
      Imu, Tahmid Imtiaz  and
      Zou, Henry Peng  and
      Wu, Jiang  and
      Xu, Honghui  and
      Rahmani, Amir M.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1287/",
    pages = "29320--29340",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{garg-etal-2026-towards,
    title = "Towards {AI}-Assisted Research Writing: Benchmarking {LLM}s for {AI}/{ML} Introduction Generation",
    author = "Garg, Krishna  and
      Shaik, Firoz  and
      Bandyopadhyay, Sambaran  and
      Caragea, Cornelia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1288/",
    pages = "29341--29365",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liang-etal-2026-dvd,
    title = "{DVD}: A Robust Method for Detecting Variant Contamination in Large Language Model Evaluation",
    author = "Liang, Renzhao  and
      Chen, Jingru  and
      Jia, Bo  and
      Deng, Bo  and
      Xie, Chenggang  and
      Wang, Yidong  and
      Jin, Ke  and
      Wang, Xin  and
      Zhang, Linfeng  and
      Wang, Cunxiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1289/",
    pages = "29366--29384",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cegin-etal-2026-want,
    title = "Want Better Synthetic Data? Steer It: Activation Steering for Low-Resource Language Generation",
    author = "Cegin, Jan  and
      Gurgurov, Daniil  and
      Al Ghussin, Yusser  and
      Ostermann, Simon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1290/",
    pages = "29385--29412",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-canonical,
    title = "Canonical Color as a Lens into Concept Decodability in Vision Encoders and {VLM}s",
    author = "Chen, Xiaofu  and
      Frank, Stella  and
      Kementchedjhieva, Yova",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1291/",
    pages = "29413--29424",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-attack,
    title = "How to Attack Stealthily? A Letter Frequency-based Backdoor Attack Against {LLM}s Bounded by Logit Fluctuation",
    author = "Zhang, Ruyi  and
      Jian, Songlei  and
      Tan, Yusong  and
      Gao, Heng  and
      Zhang, Jianfeng  and
      Zhou, Haifang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1292/",
    pages = "29425--29443",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hong-etal-2026-lomar,
    title = "{L}o{M}a{R}: Local Margin Preservation via Residual Subspace Adaptation for Noisy Prompt Robustness in Small Language Models",
    author = "Hong, Jin  and
      Zhang, Jinghui  and
      Qian, Xuwei  and
      Lin, Hongjie  and
      Jin, Jiahui  and
      Ding, Ding",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1293/",
    pages = "29444--29462",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-heal,
    title = "{HEAL}: Anchored Hyperspherical Equilibrium for Multilingual Safety Alignment",
    author = "Chen, Wenwei  and
      Chen, Hongliang  and
      Zhan, Kun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1294/",
    pages = "29463--29472",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hu-etal-2026-safer-steer,
    title = "{S}a{F}e{R}-Steer: Evolving Multi-Turn {MLLM}s via Synthetic Bootstrapping and Feedback Dynamics",
    author = "Hu, Haolong  and
      Li, Hanyu  and
      He, Tiancheng  and
      Yi, Huahui  and
      Zhang, An  and
      Li, Qiankun  and
      Wang, Kun  and
      Liu, Yang  and
      Zeng, Zhigang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1295/",
    pages = "29473--29493",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-ai,
    title = "From {AI} Reviewers to Evidence Assistants: Quantifying the Human-{AI} Responsibility Boundary in Peer Review",
    author = "Wang, Zhouyang  and
      Xie, Qiujie  and
      Zhu, Minjun  and
      Li, Shichen  and
      Huang, Shulin  and
      Cui, Han  and
      Ding, Yiran  and
      Lu, Panzhong  and
      Liu, Zhenhao  and
      Shen, Fuchen  and
      Pan, Junshu  and
      Yin, Dalv  and
      Sun, Ke  and
      Ning, Zhiyuan  and
      Weng, Yixuan  and
      Li, Peifeng  and
      Zhang, Yue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1296/",
    pages = "29494--29519",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sharma-etal-2026-size,
    title = "Size Sound Symbolism Survives Genealogy Across 27 Languages",
    author = "Sharma, Anika  and
      Wrenn, Emma  and
      Niu, Tianyi  and
      Srivastava, Shashank",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1297/",
    pages = "29520--29540",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ding-etal-2026-reins,
    title = "{REINS}: Refusal-Enhanced Inhibitory Steering with Sparse Autoencoder Features",
    author = "Ding, Kai-Xuan  and
      Xu, Hao-Xiang  and
      Peng, Ji-Hua  and
      Chen, Zi-Qi  and
      Wang, Jiaqi  and
      Ling, Zhen-Hua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1298/",
    pages = "29541--29574",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-learning-remember,
    title = "Learning to Remember: End-to-End Training of Memory Agents for Long-Context Reasoning",
    author = "Zhang, Kehao  and
      Gui, Shangtong  and
      Yang, Sheng  and
      Wei, Chen  and
      Feng, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1299/",
    pages = "29575--29599",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{proskurina-etal-2026-debias,
    title = "Debias-{S}parse{GPT}: Bias-Aware Pruning for Large Language Models",
    author = "Proskurina, Irina  and
      Metzler, Guillaume  and
      Gourru, Antoine  and
      Velcin, Julien",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1300/",
    pages = "29600--29623",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ma-etal-2026-3d,
    title = "3{D}-{M}o{E}: Towards Spatial Intelligence with Mixture-of-Experts for 3{D} Reasoning and Action Generation",
    author = "Ma, Yueen  and
      Xu, Zenglin  and
      King, Irwin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1301/",
    pages = "29624--29643",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zebaze-etal-2026-llm,
    title = "{LLM} Reasoning for Machine Translation: Synthetic Data Generation over Thinking Tokens",
    author = "Zebaze, Armel Randy  and
      Bawden, Rachel  and
      Sagot, Beno{\^i}t",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1302/",
    pages = "29644--29682",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-ratf,
    title = "{RATF}: Robust Adaptive Tri-Encoder Framework for Fake News Detection against Style-Confusion Attacks from {LLM}s",
    author = "Zhang, Haoda  and
      Tan, Zhenhua  and
      Cheng, Ziwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1303/",
    pages = "29683--29694",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xiong-etal-2026-gui,
    title = "{GUI}-{PRA}: Process Reward Agents for {GUI} Tasks",
    author = "Xiong, Tao  and
      Hu, Xueyu  and
      Chen, Yurun  and
      Liu, Yuhang  and
      Wu, Changqiao  and
      Gao, Pengzhi  and
      Liu, Wei  and
      Luan, Jian  and
      Zhang, Shengyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1304/",
    pages = "29695--29716",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-joe-2026-peeling,
    title = "Peeling the Matryoshka: Extracting Ontological Structure from Retrieval Embeddings",
    author = "Kim, Eunchan  and
      Joe, Inwhee",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1305/",
    pages = "29717--29729",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{karakas-simsek-2026-evidence,
    title = "Not All Evidence Is Equal: Source-Sensitive Calibration in Large Language Models",
    author = "Karaka{\c{s}}, Sercan  and
      {\c{S}}im{\c{s}}ek, Yusuf",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1306/",
    pages = "29730--29749",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-knowsim,
    title = "{K}now{S}im: Evaluating Information Calibration in {LLM} Assistants with User Simulators that Learn",
    author = "Lee, Yoonjoo  and
      Jin, Hyoungwook  and
      Kim, Tae Soo  and
      Zhang, Shaoyang  and
      Laban, Philippe  and
      Liao, Q.Vera",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1307/",
    pages = "29750--29780",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-holitok,
    title = "{H}oli{T}ok: A Continuous Holistic Tokenization with Robust Dual Capabilities of Speech Generation and Understanding",
    author = "Li, Bohan  and
      Lianshi  and
      Wang, Hankun  and
      Guo, Yiwei  and
      Xi, Yu  and
      Li, Zhihan  and
      Zheng, Da  and
      Zhang, Colin  and
      Yu, Kai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1308/",
    pages = "29781--29795",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mao-etal-2026-mas,
    title = "{M}a{S}-{VQA}: A Mask-and-Select Framework for Knowledge-Based Visual Question Answering",
    author = "Mao, Xianwei  and
      Ye, Kai  and
      Zhou, Sheng  and
      Zhang, Nan  and
      Huang, Haikuan  and
      Li, Bin  and
      Bu, Jiajun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1309/",
    pages = "29796--29811",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-llm-fine,
    title = "{LLM} Fine-tuning with an Unconstrained Fine-tuned Teacher",
    author = "Zhang, Jianhao  and
      Wu, Ou  and
      Du, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1310/",
    pages = "29812--29839",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jiang-etal-2026-benchmarking-patent,
    title = "Benchmarking Patent Drafting from Inventor-Style Disclosures",
    author = "Jiang, Lekang  and
      Sun, Wenjun  and
      Goetz, Stefan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1311/",
    pages = "29840--29854",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gao-etal-2026-swe,
    title = "{SWE}-{MEM}: Learning Adaptive Memory Management for Long-Horizon Coding Agents",
    author = "Gao, Shuzheng  and
      Zeng, Wenhao  and
      Yu, Zhaojian  and
      Wangni, Jianqiao  and
      Wang, Chaozheng  and
      Cai, Kai  and
      He, Shilin  and
      Lyu, Michael R.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1312/",
    pages = "29855--29881",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zeng-etal-2026-self,
    title = "Self-Corrected Speech Reasoning: Diagnosing and Improving Condition Updating via {PACER}",
    author = "Zeng, Zijie  and
      Shi, Liwen  and
      Yunji  and
      Wang, Bowen  and
      Li, Nanjie  and
      Guo, Xiaoyong  and
      Chen, Zeyu  and
      Sun, Xinzheng  and
      Xiong, Xuyang  and
      Wu, Haoyang  and
      Zhang, Sheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1313/",
    pages = "29882--29911",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{muti-etal-2026-multitudes,
    title = "{I} Am Multitudes: A Survey and Roadmap for Rethinking Identity in {NLP}",
    author = "Muti, Arianna  and
      Bassignana, Elisa  and
      Nozza, Debora",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1314/",
    pages = "29912--29931",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-etal-2026-bridging,
    title = "Bridging Text and Structure via Latent Query Refinement for Knowledge Graph Completion",
    author = "Yu, Chunmiao  and
      Wang, Zikang  and
      Luo, Tianyi  and
      Wang, Jiaojiao  and
      Cao, Zhidong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1315/",
    pages = "29932--29945",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-optiskill,
    title = "{O}pti{S}kill: A Hierarchical and Evolving {S}kill{B}ank for {LLM}-Based Optimization Modeling",
    author = "Zhao, Ruiqing  and
      Liu, Rui  and
      Zuo, Yuan  and
      Zhang, Huarong  and
      Han, Xiao  and
      Wu, Junjie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1316/",
    pages = "29946--29967",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{purkayastha-etal-2026-reviewing,
    title = "Reviewing the Reviewer : {LLM}-Assisted Reviewer Feedback Generation for Guideline Compliance",
    author = "Purkayastha, Sukannya  and
      Wan, Qile  and
      Lauscher, Anne  and
      Qu, Lizhen  and
      Gurevych, Iryna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1317/",
    pages = "29968--30008",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mickus-etal-2026-humans,
    title = "Can Humans Dream of Electric Sheep? Human-Written Samples for Fine-Grained Vision-and-Language Hallucination Benchmarking",
    author = {Mickus, Timothee  and
      Savelli, Claudio  and
      Cal{\`o}, Eduardo  and
      Raimond, Emilio  and
      Frank, Stella  and
      Luo, Hengyu  and
      Giobergia, Flavio  and
      Segonne, Vincent  and
      Li, Chuyuan  and
      Sinha, Aman  and
      Vaiani, Lorenzo  and
      Tiedemann, J{\"o}rg  and
      V{\'a}zquez, Ra{\'u}l},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1318/",
    pages = "30009--30033",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-triggerbench,
    title = "{T}rigger{B}ench: Investigating Prospective Memory for Large Language Models",
    author = "Zhang, Tianhua  and
      Wang, Xinjiang  and
      Zhang, Qianxi  and
      Chen, Qi  and
      Li, Kun  and
      Chen, Yaoqi  and
      Wang, Dingdong  and
      Meng, Helen M.  and
      Lu, Yan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1319/",
    pages = "30034--30068",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-tore,
    title = "{TOR}e: Rehearsal-Free Continual Learning for Table {QA} via Operation Recipe Reconstruction",
    author = "Zhang, Jinyu  and
      Liu, Ruiheng  and
      Zhang, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1320/",
    pages = "30069--30095",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-revisiting-reinforcement,
    title = "Revisiting Reinforcement Learning with Verifiable Rewards from a Contrastive Perspective",
    author = "Zhang, Feng  and
      Ma, Xinhong  and
      Dong, Ziqiang  and
      Leng, XI  and
      Zhao, Jianfei  and
      Sun, Xin  and
      Yang, Yang  and
      Jiang, Guanjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1321/",
    pages = "30096--30111",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-repro,
    title = "{R}e{P}ro: Proof-Verified Benchmark Rewriting for Reliable Evaluation of {LLM} Mathematical Problem Solving",
    author = "Zhou, Xiyuan  and
      Li, Zhuoqi  and
      Wang, Xinlei  and
      He, Yirui  and
      Wu, Yuhao  and
      Cheng, Yuheng  and
      Xu, Yan  and
      Zhao, Junhua  and
      Gu, Jinjin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1322/",
    pages = "30112--30137",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{pu-etal-2026-much,
    title = "How Much is a Human Right Worth? {EC}t{HR}-{NPD}: A Benchmark for Predicting Non-Pecuniary Damage Awards",
    author = "Pu, Yanyi  and
      Gonzalez-Salzberg, Damian  and
      Yuan, Zheng  and
      Aletras, Nikolaos",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1323/",
    pages = "30138--30165",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mercorio-etal-2026-diagnosing,
    title = "Diagnosing {LLM} Fragility: An Empirical Study on Reasoning Entropy and Malicious Outputs",
    author = "Mercorio, Fabio  and
      Potert{\`i}, Daniele  and
      Seveso, Andrea",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1324/",
    pages = "30166--30184",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-phrase,
    title = "Phrase-Localized Language-Contrastive Guidance: Training-Free Localized Accent Control for Code-Switching Text-to-Speech",
    author = "Lee, Che Hyun  and
      Park, Sangkwon  and
      Kang, Donghun  and
      Lee, Dongwook  and
      Cho, Youngho  and
      Kim, Heeseung  and
      Yoon, Sungroh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1325/",
    pages = "30185--30202",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-kim-2026-refuse,
    title = "Refuse without Refusal: A Structural Analysis of Safety-Tuning Responses for Reducing False Refusals in Language Models",
    author = "Kim, Minji  and
      Kim, Hyounghun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1326/",
    pages = "30203--30240",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-forgetting,
    title = "Forgetting Across Modalities: Unlearning in Multimodal Large Language Models",
    author = "Li, Yan  and
      Yu, Xingrui  and
      Wang, Zhiqiang  and
      Wang, Zhenyi  and
      Tsang, Ivor",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1327/",
    pages = "30241--30261",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-knowing,
    title = "Knowing What Not to Answer: Selective Non-Compliance in Vision-Language Models",
    author = "Kim, Minji  and
      Jang, Jihyoung  and
      Kim, Hyounghun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1328/",
    pages = "30262--30304",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-came,
    title = "{CAME}: Company-Aware Evidence-Memory Experts for Interpretable Quarter-Ahead Revenue Forecasting",
    author = "Wu, Ya-Wen  and
      Chiang, Meng-Fen  and
      Wang, Kuang-Da  and
      Peng, Wen-Chih",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1329/",
    pages = "30305--30328",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-llm-decide,
    title = "Where Does an {LLM} Decide What{'}s Right? Sparse Normative Circuits Across Languages and Model Families",
    author = "Huang, Zhitao  and
      Huang, Qiang  and
      Zhai, Wei  and
      Liu, Lemao  and
      Tang, Yingmao  and
      Dou, Dejing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1330/",
    pages = "30329--30351",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-auditing,
    title = "Auditing {C}hinese Web-scale Corpora via Sampled {BPE} Token Statistics",
    author = "Zhang, Qingjie  and
      Tang, Ziqi  and
      Zhang, Jie  and
      Deng, Gelei  and
      Li, Jinfeng  and
      Chen, YueFeng  and
      Yang, Yitong  and
      Xue, Hui  and
      Zhang, Tianwei  and
      Qiu, Han",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1331/",
    pages = "30352--30379",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kubota-etal-2026-cross,
    title = "Cross-Version $\Delta$-Transfer of {QL}o{RA}-Trained Adapters",
    author = "Kubota, Yoshiki  and
      Honda, Hirotada  and
      Sano, Takashi  and
      Nakamura, Shugo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1332/",
    pages = "30380--30401",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dong-etal-2026-deppo,
    title = "{DEPPO}: Dual Experience Pool Policy Optimization for Long-Horizon Reinforcement Learning",
    author = "Dong, Haosen  and
      Guo, Jiaxin  and
      Yan, Muyang  and
      Yuan, Ye  and
      Jia, Mengxi  and
      Sun, Hao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1333/",
    pages = "30402--30418",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gao-etal-2026-fairness,
    title = "When Fairness Evolves: Value Orientation and Evolution in Multi-Agent Resource Allocation",
    author = "Gao, Song  and
      Wu, Zengqing  and
      Qiu, Yu-Xuan  and
      Xiao, Chuan  and
      Xu, Ruiqi  and
      Qin, Jianbin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1334/",
    pages = "30419--30446",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fu-etal-2026-ask,
    title = "Ask, Answer, or Act: Learning Interaction Modes for Tool-Use Agents",
    author = "Fu, Tianyu  and
      Xie, Yangrui  and
      Ma, Yunpu  and
      Wang, Wanyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1335/",
    pages = "30447--30473",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dejean-clinchant-2026-efficient,
    title = "Efficient Listwise Reranking with Compressed Document Representations",
    author = "D{\'e}jean, Herv{\'e}  and
      Clinchant, St{\'e}phane",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1336/",
    pages = "30474--30485",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shin-ryu-2026-colla,
    title = "Colla-{Q}: Toward Collaborative Experts in {M}o{E} Quantization via Minimax Precision Balancing",
    author = "Shin, EunJu  and
      Ryu, Jongbin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1337/",
    pages = "30486--30502",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{choi-etal-2026-place,
    title = "In-Place Feedback: Reliable Refinement for Multi-Turn Expert-{LLM} Collaboration",
    author = "Choi, Youngbin  and
      Lee, Minjong  and
      Moon, Saemi  and
      Cho, Seunghyuk  and
      Chung, Chaehyeon  and
      Park, MoonJeong  and
      Kim, Dongwoo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1338/",
    pages = "30503--30545",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-adapld,
    title = "{A}da{PLD}: Adaptive Retrieval and Reuse for Efficient Model-Free Speculative Decoding",
    author = "Liu, Runheng  and
      Xie, Jincheng  and
      Hu, Wen  and
      Xiao, Xingchen  and
      Huang, Heyan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1339/",
    pages = "30546--30561",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lin-etal-2026-spectr,
    title = "{S}pec{T}r-{GBV}: Multi-Draft Block Verification Accelerating Speculative Decoding",
    author = "Lin, Yijun  and
      Sheng, Jin-Hao  and
      Cai, Qingyue  and
      Zhou, Feng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1340/",
    pages = "30562--30578",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-i3cl,
    title = "{I}$^3${CL}: Restoring Interactive Capabilities to Implicit In-Context Learning",
    author = "Wu, Hao  and
      Shi, Bin  and
      Sun, Kai  and
      Zhou, Aoxiang  and
      Liu, Ziqi  and
      Zhang, Zhiqiang  and
      Zhou, Jun  and
      Zeng, Wenhan  and
      Liu, Peng  and
      Dong, Bo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1341/",
    pages = "30579--30595",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{monteiro-etal-2026-gutenbench,
    title = "{G}uten{B}ench: A Taxonomy-Based Dataset for Evaluation of Information Retrieval Models",
    author = "Monteiro, Marcio  and
      Senkin, Denys  and
      Ravichander, Abhilasha  and
      Kloft, Marius  and
      Fellenz, Sophie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1342/",
    pages = "30596--30613",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{feng-etal-2026-kairosagent,
    title = "{K}airos{A}gent: Agentic Time Series Forecasting with Fused Semantic Reasoning",
    author = "Feng, Kun  and
      Shan, Ziwei  and
      Fang, Yuchen  and
      Tan, Yiyang  and
      Lu, Sihan  and
      Gu, Shuqi  and
      Lu, Xingyu  and
      Ma, Lintao  and
      Ren, Kan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1343/",
    pages = "30614--30642",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{romanou-etal-2026-include,
    title = "{INCLUDE}-2.0: Disentangling Knowledge Gaps in Multilingual {LLM} Evaluation",
    author = {Romanou, Angelika  and
      Grandury, Mar{\'i}a  and
      Meister, Clara  and
      Foroutan, Negar  and
      Magomere, Jabez  and
      Sotnikova, Anna  and
      Patel, Hitesh Laxmichand  and
      Dubey, Akshay Kumar  and
      Amayuelas, Alfonso  and
      Agarwal, Amit  and
      Das, Arion  and
      Arriaga, Carlos  and
      Yu, Cheng  and
      Ali, Dalia  and
      Quispe-Castillo, David  and
      Ilasariya, Fenal Ashokbhai  and
      Rodrigo-Gin{\'e}s, Francisco-Javier  and
      Mart{\'i}nez, Gonzalo  and
      Vadithya, Gouthami  and
      Ivetta, Guido  and
      Conde, Javier  and
      Vallego, Jorge  and
      G., Juan J. Calder{\'o}n  and
      Gupta, Karan  and
      Gomez, Marcos J  and
      Ag{\"u}ero-Torales, Marvin M.  and
      Bangera, Mithil  and
      Jordan, Naira Paola Arnez  and
      Cumbicus-Pineda, Oscar M.  and
      Pattnayak, Priyaranjan  and
      Chumpitaz, Reewos Erwin Talla  and
      Aggarwal, Sahil  and
      Raj, Sahil  and
      Jalan, Shruti  and
      Panda, Srikant  and
      Zhou, Susana  and
      Bangera, Yeshil  and
      Papakyriakopoulos, Orestis  and
      Hale, Scott A.  and
      Muhammad, Shamsuddeen Hassan  and
      Bosselut, Antoine},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1344/",
    pages = "30643--30666",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-targeted,
    title = "Targeted Token-Level Unlearning for Repairing Text-to-{SQL} Models",
    author = "Zhang, Jinyu  and
      Liu, Ruiheng  and
      Zhang, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1345/",
    pages = "30667--30687",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-jarvisgui,
    title = "{J}arvis{GUI}: Towards Cross-Device {GUI} Agents with Dynamic Task Composition",
    author = "Chen, Zixiang  and
      Lu, Yuheng  and
      Cheng, Zihao  and
      Liu, Zeming  and
      Bai, Jizeng  and
      Huang, Ziye  and
      Lin, Zhiyin  and
      Li, Zihan  and
      Guo, Yuhang  and
      Wang, Yunhong  and
      Wang, Haifeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1346/",
    pages = "30688--30715",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jung-etal-2026-mars,
    title = "{MARS}: What Retrieval Signals Are Hidden in Multimodal Large Language Models for Text-Video Retrieval?",
    author = "Jung, Uicheol  and
      Hong, Juyoung  and
      Lim, Geuntaek  and
      Choi, Yukyung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1347/",
    pages = "30716--30730",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-etal-2026-bear,
    title = "{BEAR}: Budgeted Evidence Allocation for Multi-Document Reasoning",
    author = "Sun, Lin  and
      Zhang, Linglin  and
      Huang, Jingang  and
      Jia, Change  and
      Cheng, Zhengwei  and
      Zhang, Xiangzheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1348/",
    pages = "30731--30749",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-totofilter,
    title = "{T}o{T}o{F}ilter: Topic- and Topology-Aware Noise Filtering Framework over Medical {KG}s for Evidence-Based Medical {Q}{\&}{A}",
    author = "Wang, Yufeng  and
      Chen, Weijie  and
      Chen, Chao  and
      Liu, Xingfeng  and
      Yang, Yizhe  and
      Chen, Zhihao  and
      He, Qiming  and
      Chen, Yubo  and
      Liu, Kang  and
      Wang, Xuefeng  and
      Liao, Xiangwen  and
      Liu, Jingfeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1349/",
    pages = "30750--30770",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-breaking,
    title = "Breaking Temporal Ambiguity: Linguistic Temporal Knowledge Transfer for Weakly-Supervised Action Localization",
    author = "Li, Zhilin  and
      Wu, Shining  and
      Zhang, Yixin  and
      Cheng, Chuandong  and
      Wang, Zilei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1350/",
    pages = "30771--30787",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-elite,
    title = "{ELITE}: Evolving Localized and Informative Temporal Entity alignment",
    author = "Li, Jiayun  and
      Hua, Wen  and
      Fan, Shiqi  and
      Zhao, Yuchuan  and
      Jiang, Wei  and
      Jiang, Haiyang  and
      Li, Xue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1351/",
    pages = "30788--30804",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{quaremba-etal-2026-linear,
    title = "Linear Probing Provides Robust and Efficient Detection of Machine-Generated Text",
    author = "Quaremba, Gerrit  and
      Yan, Hanqi  and
      Black, Elizabeth  and
      Vrande{\v{c}}i{\'c}, Denny  and
      Simperl, Elena",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1352/",
    pages = "30805--30827",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{qiao-etal-2026-ehr,
    title = "{EHR}-Complex: Benchmarking Medical Agents for Complex Clinical Reasoning",
    author = "Qiao, Yitong  and
      Liu, Lei  and
      Shen, Yue  and
      Wang, Jian  and
      Gu, Jinjie  and
      Chu, Zhixuan  and
      Ren, Kui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1353/",
    pages = "30828--30852",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-know,
    title = "{I} Know What You Meme, Even If it Emerged Today: Understanding Evolving Memes through Open-World Knowledge Acquisition",
    author = "Liu, Shanhong  and
      Cao, Rui  and
      Ng, Pai Chet  and
      Soh, De Wen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1354/",
    pages = "30853--30868",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ren-etal-2026-anycap,
    title = "{A}ny{C}ap: Omni-Modal Captioning with Instruction Alignment",
    author = "Ren, Yiming  and
      Lin, Zhiqiang  and
      Li, Yu  and
      Gao, Meng  and
      Wang, Junjie  and
      Lin, Zicheng  and
      Dai, Jifeng  and
      Yang, Yujiu  and
      Wang, Wenhai  and
      Chu, Ruihang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1355/",
    pages = "30869--30901",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-qreason,
    title = "{QR}eason: Query-Focused Decoupled Chain-of-Thought for Efficient Passage Reranking",
    author = "Zhang, Yang  and
      Liu, Wenhan  and
      Zhu, Qiannan  and
      Li, Mingming  and
      Huang, Yuanfei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1356/",
    pages = "30902--30925",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{rafiuddin-sen-2026-c3t,
    title = "{C}{\textthreesuperior}{T}: Counterfactual Causal Reasoning for Sentiment Shifts in Social-Media Conversation Trees",
    author = "Rafiuddin, Rifat  and
      Sen, Atriya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1357/",
    pages = "30926--30947",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-etal-2026-fullfront,
    title = "{F}ull{F}ront: Benchmarking {MLLM}s Across the Full Front-End Engineering Workflow",
    author = "Sun, Haoyu  and
      Wang, Huichen Will  and
      Gu, Jiawei  and
      Li, Linjie  and
      Cheng, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1358/",
    pages = "30948--30994",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mikhailov-etal-2026-multi,
    title = "Multi-Specialist {LLM} Relay System for Competitive Programming",
    author = "Mikhailov, Andrei  and
      Burtsev, Mikhail  and
      Sagirova, Alsu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1359/",
    pages = "30995--31007",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jin-etal-2026-emostance,
    title = "{E}mo{S}tance: Response-Side Affective-Orientation Control for Empathetic Response Generation via Emoji Weak Supervision",
    author = "Jin, Ziyuan  and
      Ge, Yuxuan  and
      Tian, Zheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1360/",
    pages = "31008--31042",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-kim-2026-esgpt,
    title = "{ESGPT}: A Data-Centric {ESG} Language Model with Unified Instruction and Benchmark Resources",
    author = "Lee, Jaeyoung  and
      Kim, Misuk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1361/",
    pages = "31043--31064",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yao-etal-2026-medvision,
    title = "{M}ed{V}ision: Benchmarking Quantitative Medical Image Analysis",
    author = "Yao, Yongcheng  and
      Zong, Yongshuo  and
      Dutt, Raman  and
      Yang, Yongxin  and
      Tsaftaris, Sotirios A.  and
      Hospedales, Timothy",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1362/",
    pages = "31065--31102",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-a2agent,
    title = "{A}$^2${A}gent: Action-Aware Reinforcement Learning for Repository-Level Code Localization Agents",
    author = "Kim, Doyeon  and
      Bae, Suyoung  and
      Lee, Yumin  and
      Lee, Jee-Hyong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1363/",
    pages = "31103--31123",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-mempro,
    title = "{M}em{P}ro: Agentic Memory Systems as Evolvable Programs",
    author = "Liu, Qingshan  and
      Wang, Guoqing  and
      Wu, Wen  and
      Huang, Jingqi  and
      Tao, Xinqi  and
      Song, Dejia  and
      Zhou, Jie  and
      He, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1364/",
    pages = "31124--31143",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kumar-etal-2026-reliable,
    title = "How Reliable are {AMR} Parser Outputs? Uncertainty Estimation for {AMR} Parsing",
    author = "Kumar, Anuj  and
      Ozaki, Shintaro  and
      Prasad, Yamuna  and
      Hayashi, Katsuhiko  and
      Kamigaito, Hidetaka  and
      Watanabe, Taro",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1365/",
    pages = "31144--31159",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kiya-etal-2026-rope,
    title = "It{'}s Not {R}o{PE} that Creates Sinks: The Role of Self-Concentration and Value-Non-Mixing in Attention",
    author = "Kiya, Raito  and
      Ohashi, Satoki  and
      Sato, Kosuke  and
      Kamoda, Go  and
      Takahashi, Ryosuke  and
      Yamamoto, Yuji  and
      Shiono, Daiki  and
      Sakaguchi, Keisuke  and
      Kobayashi, Goro",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1366/",
    pages = "31160--31184",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-etal-2026-loopcd,
    title = "{L}oop{CD}: Loop-wise Contrastive Decoding for Improving Reasoning in Looped Language Models",
    author = "Yu, Byeongho  and
      So, Junhyuk  and
      Park, Eunhyeok",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1367/",
    pages = "31185--31199",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{van-huy-etal-2026-medspa,
    title = "{M}ed{SPA}: Self-planning Medical Agents",
    author = "Van Huy, Luu  and
      Wang, Bowen  and
      Okura, Fumio  and
      Nakashima, Yuta",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1368/",
    pages = "31200--31220",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hu-etal-2026-strongest,
    title = "When the Strongest Teacher Is Not the Best Teacher: Student-Centric Answer Selection",
    author = "Hu, Zhengyu  and
      Xiao, Zheyuan  and
      Song, Linxin  and
      Jiang, Fengqing  and
      Li, Yuetai  and
      Xiong, Zhihan  and
      Lin, Junhao  and
      Liu, Yue  and
      Su, Yao  and
      Hu, Lijie  and
      Ding, Kaize  and
      Xiao, Teng  and
      Poovendran, Radha",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1369/",
    pages = "31221--31256",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-dont-guess,
    title = "Don{'}t Guess, Ask Wisely: Benchmarking and Training Proactive Elicitation in Open-Domain {LLM} Conversations",
    author = "Zhang, Rongyu  and
      Bao, Mutian  and
      Zhang, Jinjian  and
      Du, Yuetian  and
      Xu, He  and
      Zhou, Wei  and
      Zhu, Xiaojun  and
      Kong, Ming  and
      Liu, Jie  and
      Mo, Linjian  and
      Zhu, Qiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1370/",
    pages = "31257--31282",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hu-etal-2026-beyond-flops,
    title = "Beyond {FLOP}s: Benchmarking Real Inference Acceleration of {LLM} Pruning under a {GEMM}-Centric Taxonomy",
    author = "Hu, Haozhe  and
      Wu, Hao  and
      Zhao, Anhao  and
      Ding, Longwei  and
      Yin, Peiran  and
      Ma, Yunpu  and
      Shen, Xiaoyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1371/",
    pages = "31283--31310",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ferrazzi-etal-2026-decselfmask,
    title = "{D}ec{S}elf{M}ask: Leveraging Unlabeled Text via Self-Relevance-Guided Masking for Decoder-Only Classification",
    author = "Ferrazzi, Pietro  and
      Merler, Matteo  and
      Bonetta, Giovanni  and
      Lavelli, Alberto  and
      Magnini, Bernardo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1372/",
    pages = "31311--31327",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gao-etal-2026-videosearcher,
    title = "{V}ideo{S}earcher: Empowering Video Deep Research with Multi-Tool Agentic Reasoning via Reinforcement Learning",
    author = "Gao, Zhenkun  and
      Bao, Yicheng  and
      Peng, Jinlong  and
      Li, Xueheng  and
      Huang, Suyuan  and
      Liu, Bangwei  and
      Li, Kunquan  and
      Gan, Zhenye  and
      Hu, Tao  and
      Xie, Chengjun  and
      He, Xuanhua  and
      Zhang, Zhizhong  and
      Tan, Xin  and
      Wang, Chengjie  and
      Xie, Yuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1373/",
    pages = "31328--31352",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-tta,
    title = "{AT}-{TTA}: Dual-View Anchor-Tethered Test-Time Adaptation for Large Language Models",
    author = "Wang, Yaxin  and
      He, Junfeng  and
      Lu, Zhihui  and
      Lu, Weishen  and
      Hu, Shijing  and
      Chen, Peng  and
      Wang, Ye  and
      Huang, Chao  and
      Cheng, Yao  and
      Cheng, Yudong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1374/",
    pages = "31353--31381",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{park-etal-2026-unverifiable,
    title = "From Unverifiable Domain Text to Cross-Lingual {RLVR} via Code-Switched Task Synthesis",
    author = "Park, Cheonbok  and
      Kim, Jihwan  and
      Joo, Shinyoung  and
      Lee, Joosung  and
      Jo, Hwiyeol  and
      Kim, Jeonghoon  and
      Choo, Jaegul",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1375/",
    pages = "31382--31413",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hwang-etal-2026-marbo,
    title = "{MARBO}: Relational Belief Grounding for {LLM} Agents in Social Deduction Games",
    author = "Hwang, Yechan  and
      Bae, Sangjun  and
      Kim, Jeongmo  and
      Bang, Sangwoo  and
      Han, Seungyul",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1376/",
    pages = "31414--31445",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{khan-etal-2026-speak,
    title = "Speak for Me: Giving {LLM}s the Situational Awareness to Participate in a Meeting",
    author = "Khan, Muneeb  and
      Kirstein, Frederic  and
      Ruas, Terry  and
      Gipp, Bela",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1377/",
    pages = "31446--31472",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{furuhashi-etal-2026-well,
    title = "How Well Can {LLM}s Simulate Real Learner Evaluations of Educational Feedback?",
    author = "Furuhashi, Momoka  and
      Nakayama, Kouta  and
      Kodama, Takashi  and
      Sugawara, Saku  and
      Takami, Kyosuke",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1378/",
    pages = "31473--31493",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lu-etal-2026-probe,
    title = "{PROBE}: Prospective Retrieval with Oracle-Based End-Goal Distillation for Multi-Hop Question Answering",
    author = "Lu, Xu  and
      Zang, Zhengqing  and
      Yao, Binhui  and
      Yang, Luwei  and
      Chen, Ruimin  and
      Wang, Zeng  and
      Wang, Haobo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1379/",
    pages = "31494--31515",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-anchoring,
    title = "Anchoring Speech with Semantics: A Multimodal Adapter Mechanism for Automatic Speech Recognition in Low-Resource Languages",
    author = "Huang, Kuan-Tang  and
      Yang, Cheng-Yeh  and
      Wang, Chien-Chun  and
      Lee, Hung-Shin  and
      Wang, Hsin-Min  and
      Chen, Berlin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1380/",
    pages = "31516--31531",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-smade,
    title = "{SMADE}-{IE}: Sparse Multi-Agent Framework with Evidence-Driven Debate for Zero-Shot Information Extraction",
    author = "Huang, Kenfeng  and
      Cai, Yi  and
      Wu, Xin  and
      Deng, Zikun  and
      Yuan, LI",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1381/",
    pages = "31532--31554",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hotta-nguyen-2026-right,
    title = "Right for the Right Reasons? Evaluating the Structural Fidelity of {LLM} Emotion Explanations",
    author = "Hotta, Hajime  and
      Nguyen, Minh-Tien",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1382/",
    pages = "31555--31570",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fang-etal-2026-answer,
    title = "Answer Probing-Guided Search for Diverse Solution Exploration of {LLM}s",
    author = "Fang, Yi  and
      Shen, Que  and
      Li, Chengpeng  and
      Deng, Boyi  and
      Shi, Wei  and
      Wang, Wenjie  and
      Feng, Fuli  and
      Xu, Fengli  and
      Liu, Dayiheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1383/",
    pages = "31571--31587",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-trip,
    title = "Trip+: Benchmarking Agents in Personalized Interactive Travel Planning",
    author = "Chen, Junle  and
      Chen, Wei  and
      Xu, Yehong  and
      Huang, Zhengjun  and
      Wu, Yuqian  and
      Tian, Zhoujin  and
      Wang, Kai  and
      Chen, Rui  and
      Zhou, Xiaofang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1384/",
    pages = "31588--31625",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dong-etal-2026-rigor,
    title = "{RIGOR}: Atomic Semantic Normalization and Declarative Constraint Reasoning for Geometry Problem Solving",
    author = "Dong, Yuhang  and
      Yu, Weijie  and
      Wang, Ziheng  and
      Lv, Kunhang  and
      Han, Rui  and
      Jia, Fuqi  and
      Yin, Minghao  and
      Ma, Feifei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1385/",
    pages = "31626--31642",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-cognition,
    title = "Cognition on Graph: Navigating Massive Knowledge Space via Cognitive Cycles and Bidirectional Graph-Text Synergy",
    author = "Zhou, Gengxian  and
      Xu, Jian  and
      Tang, Zichen  and
      Xiang, Shiming  and
      E, Haihong  and
      Liu, Cheng-Lin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1386/",
    pages = "31643--31674",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-2026-rethinking,
    title = "Rethinking Gradient Flow Through Frozen Blocks for Memory-Efficient Block-Coordinate Training",
    author = "Kim, Yeachan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1387/",
    pages = "31675--31685",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{qin-etal-2026-beyond,
    title = "Beyond Sparse Rewards: A New Benchmark and Structure-Aware Graph Alignment for Micro-Drama Understanding",
    author = "Qin, Yixin  and
      Chen, Shi-Zhe  and
      Yu, Zhiqi  and
      Cheng, Siyuan  and
      Cheng, Tao  and
      Luo, Jinwen  and
      Wei, Zheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1388/",
    pages = "31686--31711",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{poppi-etal-2026-countervid,
    title = "{C}ounter{V}id: Counterfactual Video Generation for Mitigating Action and Temporal Hallucinations in Video-Language Models",
    author = "Poppi, Tobia  and
      Uzkent, Burak  and
      Garg, Amanmeet  and
      Porto, Lucas Resque  and
      Kessler, Garin N.  and
      Yang, YZ  and
      Cornia, Marcella  and
      Baraldi, Lorenzo  and
      Cucchiara, Rita  and
      Schiffers, Florian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1389/",
    pages = "31712--31731",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fu-etal-2026-self,
    title = "Self-Sanitize: Cognitive-Inspired In-Place Mitigation of {LLM} Harmful Responses",
    author = "Fu, Wenjie  and
      Wang, Huandong  and
      Gao, Chen  and
      Wan, Guoan  and
      Gao, Junyao  and
      Li, Yong  and
      Jiang, Tao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1390/",
    pages = "31732--31757",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dong-etal-2026-disentangling,
    title = "Disentangling Semantics and Popularity: Adversarial Debiasing and Asymmetric Alignment for {LLM}-Enhanced Long-Tail Sequential Recommendation",
    author = "Dong, Wenzhe  and
      Shao, Minglai  and
      Peng, Qiyao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1391/",
    pages = "31758--31774",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-incomes,
    title = "{I}n{C}ome{S}: Integrating Compression and Selection Mechanisms into {LLM}s for Efficient Model Editing",
    author = "Li, Shuaiyi  and
      Zhang, Zhisong  and
      Deng, Yang  and
      Deng, Chenlong  and
      Fang, Tianqing  and
      Zhang, Hongming  and
      Mi, Haitao  and
      Yu, Dong  and
      Lam, Wai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1392/",
    pages = "31775--31796",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-learning-user,
    title = "Learning User Simulators with {T}uring Rewards",
    author = "Wang, Yingshan Susan  and
      Zhang, Cedegao E.  and
      Qiu, Linlu  and
      He, Zexue  and
      Li, Pengyuan  and
      Pentland, Alex  and
      Levy, Roger P.  and
      Kim, Yoon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1393/",
    pages = "31797--31844",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-shin-2026-levee,
    title = "{LEVEE}: Layer-wise Evaluation of Vector Encoding Effects: Bias Localization and Functional Separation across 11 {LLM}s",
    author = "Kim, Dongmin  and
      Shin, Youhyun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1394/",
    pages = "31845--31874",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{diera-etal-2026-rethinking,
    title = "Rethinking Pivot Programming Languages in Code Language Models",
    author = "Diera, Andor  and
      Galke Poech, Lukas  and
      Tichy, Matthias",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1395/",
    pages = "31875--31892",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{pan-etal-2026-extending,
    title = "Extending {AI} for Research to the Humanities: A Multi-Agent Framework for Evidence-Grounded Scholarship",
    author = "Pan, Yating  and
      Zhang, Jiajun  and
      Wang, Jun  and
      Su, Qi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1396/",
    pages = "31893--31916",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jeon-etal-2026-bridging,
    title = "Bridging Time Series and Language via Query-Adaptive Multi-Granularity Routing for Temporal Reasoning",
    author = "Jeon, Hyuna  and
      Lee, Jaeyoung  and
      Kim, Misuk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1397/",
    pages = "31917--31935",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{krsteski-etal-2026-messier,
    title = "Messier: A High-Resolution Corpus for Cross-Benchmark Agent Evaluation",
    author = "Krsteski, Stefan  and
      Meyer, Charlotte  and
      Allegre, Guillaume  and
      O{'}Halloran, Tony  and
      Sallinen, Alexandre",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1398/",
    pages = "31936--31951",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dekel-etal-2026-addressing,
    title = "Addressing Corpus Knowledge Poisoning Attacks on {RAG} Using Sparse Attention",
    author = "Dekel, Sagie  and
      Tennenholtz, Moshe  and
      Kurland, Oren",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1399/",
    pages = "31952--31973",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-hybridthinker,
    title = "{H}ybrid{T}hinker: Efficient Chain-of-Thought Reasoning via Compressed Memory and Transient Thought Steps",
    author = "Liu, Xin  and
      Zhao, Runsong  and
      Liu, Xinyu  and
      Ruan, Junhao  and
      Huang, Pengcheng  and
      Dong, Shichao  and
      Xiao, Chunyang  and
      Wang, Chenglong  and
      Li, Changliang  and
      Zhu, JingBo  and
      Xiao, Tong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1400/",
    pages = "31974--32000",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{song-etal-2026-target,
    title = "A Target-Centric Survey of Quantization-Aware Training",
    author = "Song, Jiamin  and
      Zhao, Mengjie  and
      Wang, Zijing  and
      Liu, Yongkang  and
      Li, Qian  and
      Feng, Shi  and
      Ren, Feiliang  and
      Wang, Daling  and
      Schuetze, Hinrich",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1401/",
    pages = "32001--32026",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-copilot,
    title = "{COPILOT}: Controlling Fine-grained Provider Preference in {LLM} Recommendations",
    author = "Zhang, Xiaoyu  and
      Ding, Yimin  and
      Bao, Qingshuang  and
      Lin, Chenhao  and
      Shen, Chao  and
      Yang, Bo  and
      Liu, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1402/",
    pages = "32027--32052",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-dlawbench,
    title = "{DL}aw{B}ench: Evaluating {LLM}s Through Multi-Turn Legal Consultation",
    author = "Zhang, Li  and
      Shi, Yuzhen  and
      HU, Yiran  and
      Jingwen, Zhang  and
      Lv, Wenbo  and
      Ma, Yubo  and
      Wang, Wei  and
      Shi, Rongyao  and
      Qiu, Yuanyang  and
      Xinran, Xu  and
      Qi, Yuemeng  and
      Miao, Linlin  and
      Savelka, Jaromir  and
      Liu, Yun  and
      Ashley, Kevin D.  and
      Zhao, Bing  and
      Wei, HU  and
      Qu, Lin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1403/",
    pages = "32053--32091",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-imagine,
    title = "How and What to Imagine? Visual Thinking in Unified Multimodal Models for Cross-View Spatial Reasoning",
    author = "Yang, Qian  and
      Sikarwar, Ankur  and
      Le, Huy  and
      Zhang, Le  and
      Shi, Zhuan  and
      Taslakian, Perouz  and
      Agrawal, Aishwarya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1404/",
    pages = "32092--32111",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-decoupled,
    title = "Decoupled Physical Modeling and Execution for Physics Reasoning",
    author = "Zhang, Ye  and
      Guo, Xuehang  and
      Pan, Rui  and
      Yu, Pengfei  and
      Zhang, Denghui  and
      Li, Manling  and
      Wang, Qingyun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1405/",
    pages = "32112--32131",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bokaei-etal-2026-parshate,
    title = "{P}ars{H}ate: A Benchmark Dataset for Hate and Target Detection in {P}ersian",
    author = "Bokaei, Zahra  and
      Magdy, Walid  and
      Webber, Bonnie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1406/",
    pages = "32132--32149",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lyu-etal-2026-lak,
    title = "{LAK}-{L}o{RA}: Layer-Wise Adaptive Expert Allocation and Principal Component{--}Based Feature Separation for Medical Multi-Task Learning",
    author = "Lyu, Ye  and
      Li, Chuan  and
      Wang, Chengyu  and
      Fan, Mingyuan  and
      Chen, Cen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1407/",
    pages = "32150--32171",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-mcite,
    title = "{MC}ite-{RL}: Towards Reliable Multimodal {RAG} via Citation-enhanced Agentic Reinforcement Learning",
    author = "Zhao, Suifeng  and
      Liu, Zida  and
      Lei, Xinyu  and
      Sun, Lei  and
      Gao, Jun  and
      Li, Sujian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1408/",
    pages = "32172--32187",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{berkane-majumder-2026-epicurvebench,
    title = "{E}pi{C}urve{B}ench: Evaluating {VLM}s on Epidemic Curve Digitization",
    author = "Berkane, Thomas  and
      Majumder, Maimuna S.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1409/",
    pages = "32188--32201",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{toquebiau-etal-2026-cultural,
    title = "Cultural Evolution Drives the Emergence of Conventions in Neural Emergent Communication",
    author = "Toquebiau, Maxime  and
      Botoko Ekila, J{\'e}r{\^o}me  and
      Van Eecke, Paul  and
      Beuls, Katrien",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1410/",
    pages = "32202--32223",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{plyusov-etal-2026-f,
    title = "{F}-{GRPO}: Don{'}t Let Your Policy Learn the Obvious and Forget the Rare",
    author = "Plyusov, Daniil  and
      Gorbatovski, Alexey  and
      Shaposhnikov, Boris  and
      Sinii, Viacheslav  and
      Malakhov, Alexey  and
      Korotyshova, Daria  and
      Gavrilov, Daniil",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1411/",
    pages = "32224--32250",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-shape,
    title = "{SHAPE}: Structural Hypergraph Augmentation with Personalized Event Memory for Temporal Knowledge Graph Reasoning",
    author = "Li, Qing  and
      Lv, Jialin  and
      Song, Jingjing  and
      Fei, Duan  and
      Guo, Zhongwen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1412/",
    pages = "32251--32265",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-mitigating-llm,
    title = "Mitigating {LLM} Over-Refusal via Dynamic Semantic Routing Calibration",
    author = "Wang, Zixuan  and
      Zhang, Bingjie  and
      Zhao, He  and
      Guo, Dandan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1413/",
    pages = "32266--32288",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chu-etal-2026-jades,
    title = "{JADES}: A Universal Framework for Jailbreak Assessment via Decompositional Scoring",
    author = "Chu, Junjie  and
      Li, Mingjie  and
      Yang, Ziqing  and
      Leng, Ye  and
      Lin, Chenhao  and
      Shen, Chao  and
      Backes, Michael  and
      Shen, Yun  and
      Zhang, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1414/",
    pages = "32289--32313",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{behera-etal-2026-sarathi,
    title = "{SARATHI}: Decoupled Data-Free Probing and Adaptive Reconstruction for Structured {LLM} Pruning",
    author = "Behera, Sankar  and
      Singh, Dhruv  and
      Ahlawat, Satyadev  and
      Prasad, Yamuna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1415/",
    pages = "32314--32328",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-incorporating,
    title = "Incorporating Explicit and Implicit Chain-of-Thought as Hybrid Reasoning Paradigm with Guided Latent Space Modeling",
    author = "Li, Guangyu  and
      Ge, Zhekai  and
      Chen, Zhuo  and
      Zhang, Zhen  and
      Wang, Xinyu  and
      Jiang, Yong  and
      Tu, Kewei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1416/",
    pages = "32329--32347",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-mind,
    title = "{MIND}: An Evidence-State Decision Interface for Criteria-Grounded Psychiatric Inquiry and Diagnosis",
    author = "Li, Guoyi  and
      Xu, Shihao  and
      Ma, Jiatong  and
      Yao, Zhongjiang  and
      Han, Yunyun  and
      Chen, Jianhua  and
      Deng, Yafeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1417/",
    pages = "32348--32378",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dong-etal-2026-object,
    title = "Object Presence Is Not Relation Evidence: Relation-Grounded Faithful Reasoning for Multimodal Large Language Models",
    author = "Dong, Xiyao  and
      Chen, Yilong  and
      Zhang, Xiaojin  and
      He, Kun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1418/",
    pages = "32379--32395",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{song-etal-2026-uembed,
    title = "{UE}mbed: Unified Sparse and Dense Multimodal Embeddings",
    author = "Song, Tingyu  and
      Li, Mingxin  and
      Zhang, Yanzhao  and
      Long, Dingkun  and
      Xie, Pengjun  and
      Nie, Zhijie  and
      Zhao, Yilun  and
      Wu, Shu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1419/",
    pages = "32396--32414",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shi-etal-2026-r3l,
    title = "{R}$^3${L}: Reflect-then-Retry Reinforcement Learning with Language-Guided Exploration, Pivotal Credit, and Positive Amplification",
    author = "Shi, Weijie  and
      Chen, Yanxi  and
      Li, Zexi  and
      Pan, Xuchen  and
      Sun, Yuchang  and
      Xu, Jiajie  and
      Zhou, Xiaofang  and
      Li, Yaliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1420/",
    pages = "32415--32447",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-assessing,
    title = "Assessing Adversarial Robustness of Latent Reasoning Models",
    author = "Chen, Shaolong  and
      Li, Ang  and
      Li, Mingjie  and
      Wang, Yisen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1421/",
    pages = "32448--32465",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lu-etal-2026-expert,
    title = "Expert-Aware Causal Tracing of Factual Recall in Sparse {M}o{E} Language Models",
    author = "Lu, Yuetian  and
      Modarressi, Ali  and
      Liu, Yihong  and
      Schuetze, Hinrich",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1422/",
    pages = "32466--32477",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-longnovel,
    title = "{L}ong{N}ovel: A Multi-Scale Benchmark for Hallucination Detection in Long-Context Novel Summarization",
    author = "Zhang, Ruizhi  and
      Chen, Jinwei  and
      Xiangju, Lu  and
      Yan, He  and
      Yu, Mo  and
      Zhu, Junmin  and
      Zhang, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1423/",
    pages = "32478--32538",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-policy,
    title = "On-Policy Distillation with Curriculum Turn-level Guidance for Multi-turn Agents",
    author = "Li, Gengsheng  and
      Zheng, Mao  and
      Song, Mingyang  and
      Liu, Ruiqi  and
      Yang, Tianyu  and
      Sun, Jie  and
      Zhong, Qiyong  and
      Zhang, Dan  and
      Guo, Haiyun  and
      Fang, Junfeng  and
      Wang, Jinqiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1424/",
    pages = "32539--32555",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nahar-etal-2026-label,
    title = "Label Over Logic? How Source Cues Bias Human Fallacy Judgments More Than {LLM}s",
    author = "Nahar, Mahjabin  and
      Tripto, Nafis Irtiza  and
      Xiong, Aiping  and
      Huang, Ting-Hao Kenneth  and
      Lee, Dongwon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1425/",
    pages = "32556--32589",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-clasp,
    title = "{CLASP}: A Closed-Loop Behavior Alignment Framework for Social Media Agent Simulation",
    author = "Li, Laisong  and
      Wang, Shanfeng  and
      Xie, Wei  and
      Wang, Zhenhua  and
      Luo, Zhenhao  and
      Wang, Baosheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1426/",
    pages = "32590--32609",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tian-etal-2026-mirage,
    title = "{MIRAGE}: Reliability Assessment via Grounded Evidence for Table Reasoning",
    author = "Tian, Jinlong  and
      Jin, Ruochun  and
      Liu, Shixuan  and
      Zhou, Yanfang  and
      Li, Mengmeng  and
      Wang, Haotian  and
      Xu, Xinhai  and
      Tang, Yuhua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1427/",
    pages = "32610--32623",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-cofgraph,
    title = "{C}o{FG}raph: Interleaving Reciprocal Calibration with Confidence Feedback for {LLM}-Augmented Graph Learning",
    author = "Zhao, Feng  and
      Chen, Tiewen  and
      Liu, Xianggan  and
      Zhao, Ruilin  and
      Song, Yifan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1428/",
    pages = "32624--32635",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-sage,
    title = "{SAGE}: How Well Do {LLM}s Align with Classical {C}hinese Philosophy?",
    author = "Zhao, Yuying  and
      Chen, Sirui  and
      Liu, Yixin  and
      Jia, Xuemei  and
      Min, Lingxi  and
      Wang, Zheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1429/",
    pages = "32636--32662",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{min-etal-2026-grasp,
    title = "{GRASP}: Geometry-aware Residual Alignment for Scalable Pretraining Data Attribution",
    author = "Min, Yue  and
      Chen, Ruining  and
      Li, Yujun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1430/",
    pages = "32663--32683",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huo-etal-2026-atommem,
    title = "{A}tom{M}em: Learnable Dynamic Agentic Memory with Atomic Memory Operation",
    author = "Huo, Yupeng  and
      Lu, Yaxi  and
      Zhang, Zhong  and
      Chen, Haotian  and
      Lin, Yankai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1431/",
    pages = "32684--32699",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-aura,
    title = "{AURA}: Intent-Directed Probing for Implicit-Need Surfacing in Situated {LLM} Agents",
    author = "Li, Yang  and
      Liu, Jiaxiang  and
      Cai, Jiang  and
      Xu, Mingkun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1432/",
    pages = "32700--32730",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-avscap,
    title = "{AVSC}ap: Orchestrating Audio-Visual Synergy for Omni-modal Video Captioning",
    author = "Wang, Yanghai  and
      Wang, Jiahao  and
      Tang, Jiafu  and
      Zhang, Yuanxing  and
      Cao, Zhe  and
      Bian, Hanyan  and
      Zhang, Zijie  and
      Luo, Weiliang  and
      Pan, Zhiyu  and
      Dong, Zixuan  and
      Liu, Jiaheng  and
      Zhang, Zhaoxiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1433/",
    pages = "32731--32761",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tan-etal-2026-moaq,
    title = "{MOAQ}: A Multi-Scale Outlier-Aware Framework for Extreme Quantization of Large Language Models",
    author = "Tan, Jiaxi  and
      Li, Xudong  and
      Zhang, Yan  and
      Ji, Jiayi  and
      Zheng, Xiawu  and
      Shen, Yunhang  and
      Li, Ke  and
      Cao, Liujuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1434/",
    pages = "32762--32781",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zarb-etal-2026-minimal,
    title = "Minimal Grammars as Supervision for {DSL} Generation",
    author = "Zarb, David Vella  and
      Parks, Geoff  and
      Kipouros, Timoleon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1435/",
    pages = "32782--32802",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{do-etal-2026-tac,
    title = "{TAC}-{C}o{T}: Tool-Empowered Implicit Chain-of-Thought via Interleaving Explicit Tokens",
    author = "Do, Juseon  and
      Bae, Sangmin  and
      Jung, Jeesu  and
      Song, Hwanjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1436/",
    pages = "32803--32822",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{falk-etal-2026-shaped,
    title = "Shaped by Values: Language Through the Lens of Culture and Morality.",
    author = "Falk, Neele  and
      Jurgens, David  and
      Lapesa, Gabriella",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1437/",
    pages = "32823--32857",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tang-etal-2026-debating,
    title = "Debating the Unspoken: Role-Anchored Multi-Agent Reasoning for Half-Truth Detection",
    author = "Tang, Yixuan  and
      Zhang, Yirui  and
      Feng, Hang  and
      Tung, Anthony Kum Hoe",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1438/",
    pages = "32858--32872",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ding-etal-2026-perceive,
    title = "Perceive Before Reasoning: A Pre-Reasoning Perception Framework for Efficient and Reliable Proactive Mobile Agents",
    author = "Ding, Zhijie  and
      Hong, Weinan  and
      Zhu, ZiCheng  and
      Li, Lei  and
      Kong, Dezhi  and
      Hao, Wang  and
      Zhou, Peng  and
      Jiang, Xuchu  and
      Xu, Jiaming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1439/",
    pages = "32873--32894",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tong-etal-2026-ask,
    title = "Ask, Condition or Abstain: Reinforcement Learning for Missing-Premise Reasoning",
    author = "Tong, Yongqi  and
      Zhang, Zhenyu  and
      Liu, Zimi  and
      Fu, Kewei  and
      Song, Mingli  and
      Zhang, Haofei  and
      Zhang, Junshao  and
      Zhu, Hong  and
      Yang, Jiang-Ming  and
      Zhang, Xin  and
      LI, Jianshe",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1440/",
    pages = "32895--32909",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wilson-2026-nlp,
    title = "{NLP} Meets the World: Toward Improving Conversations With News Media About Natural Language Processing Research",
    author = "Wilson, Shomir",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1441/",
    pages = "32910--32917",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{du-etal-2026-rot,
    title = "{ROT}: Rotating Hidden States towards Contextual Vectors for Hallucination Mitigation in {LVLM}s",
    author = "Du, Yijing  and
      Zhan, Xiangcheng  and
      Yang, Shuo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1442/",
    pages = "32918--32932",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-ma,
    title = "{MA}-Mesh: Resilient Multi-Agent Collaboration via Role-based Self-Healing",
    author = "Lee, Junyong  and
      Kim, Woo Kyung  and
      Woo, Honguk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1443/",
    pages = "32933--32961",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-resource,
    title = "Resource Consumption Threats in Large Language Models: A Survey",
    author = "Zhang, Yuanhe  and
      Wang, Xinyue  and
      Chen, Zhican  and
      Wang, Weiliu  and
      Zhang, Zilu  and
      Gong, Zhengshuo  and
      Zhou, Zhenhong  and
      Wang, Kun  and
      Sun, Li  and
      Liu, Yang  and
      Su, Sen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1444/",
    pages = "32962--32992",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jang-kim-2026-price,
    title = "\texttt{{PRICE}}: Preemptive Confidence Estimation in {LLM}s via Internal Representations",
    author = "Jang, Jonghak  and
      Kim, Misuk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1445/",
    pages = "32993--33018",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-dianoia,
    title = "{DIANOIA}: Diagnostic Decomposition and Joint Optimization for Multi-Agent Reasoning",
    author = "Yang, Yiming  and
      Li, Zhuoyuan  and
      Zeng, Fanxiang  and
      Fu, Hao  and
      Liu, Yue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1446/",
    pages = "33019--33053",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-faithfulness,
    title = "Does Faithfulness-Guided Alignment Hurt Accuracy? Unlocking Accurate and Faithful Post-Retrieval Reasoning",
    author = "Liu, Yu  and
      Zhang, Wenxiao  and
      Guo, Diandian  and
      Cao, Cong  and
      Yuan, Fangfang  and
      Sun, Qiang  and
      Liu, Yanbing  and
      Hong, Jin B.  and
      Ma, Zhiyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1447/",
    pages = "33054--33072",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yusoff-etal-2026-large,
    title = "Can Large Language Models Handle Discourse Particles? A Case Study of Colloquial {M}alay",
    author = "Yusoff, Mariah Al Giptiah Binte  and
      Tan, Jakin  and
      Chen, Bocheng  and
      Liu, Guangliang  and
      Chen, Xi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1448/",
    pages = "33073--33092",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-training-matryoshka,
    title = "Training Matryoshka Mixture-of-Experts for Elastic Inference-Time Expert Utilization",
    author = "Wang, Yaoxiang  and
      Hu, Qingguo  and
      Ding, Yucheng  and
      Wang, Ruizhe  and
      Gong, Yeyun  and
      Jiao, Jian  and
      Shen, Yelong  and
      Cheng, Peng  and
      Su, Jinsong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1449/",
    pages = "33093--33111",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-circa,
    title = "{C}ir{CA}: Aligning Credit Assignment with Circuit Semantics via Atomic Logic Blocks for {RTL} Generation",
    author = "Huang, Lei  and
      Zhang, Rui  and
      Guo, Jiaming  and
      Zhang, Yang  and
      Huang, Di  and
      Du, Zidong  and
      Hu, Xing  and
      Guo, Qi  and
      Chen, Yunji",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1450/",
    pages = "33112--33128",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{feng-etal-2026-sumrank,
    title = "{S}um{R}ank: Aligning Summarization Models for Long-Document Listwise Reranking",
    author = "Feng, Jincheng  and
      Liu, Wenhan  and
      Dou, Zhicheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1451/",
    pages = "33129--33156",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{rahman-etal-2026-scaleprm,
    title = "{S}cale{PRM}: Training Process Reward Models by Scaling Verification Compute Without Ground Truth",
    author = "Rahman, Salman  and
      Gorantla, Sruthi  and
      Gupta, Arpit  and
      Roy, Swastik  and
      Peng, Nanyun  and
      Liu, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1452/",
    pages = "33157--33178",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dong-etal-2026-identifying,
    title = "Identifying and Transferring Reasoning-Critical Neurons: Improving {LLM} Inference Reliability via Activation Steering",
    author = "Dong, Fangan  and
      Yan, Zuming  and
      Ge, Xuri  and
      Xu, Zhiwei  and
      Zhang, Mengqi  and
      Chen, Xuanang  and
      He, Ben  and
      Xin, Xin  and
      Chen, Zhumin  and
      Zhou, Ying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1453/",
    pages = "33179--33198",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guo-etal-2026-anabench,
    title = "{A}na{B}ench for Enhancing Scientific Table {\&} Figure Analysis",
    author = "Guo, Xuehang  and
      Lu, Zhiyong  and
      Hope, Tom  and
      Wang, Qingyun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1454/",
    pages = "33199--33269",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{khan-etal-2026-fractional,
    title = "Fractional Rotation, Full Potential? Investigating Performance and Convergence of Partial {R}o{PE}",
    author = "Khan, Mohammad Aflah  and
      Gummadi, Krishna P.  and
      Gupta, Manish  and
      Ravichander, Abhilasha",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1455/",
    pages = "33270--33281",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{park-etal-2026-ontology,
    title = "Ontology-Based Knowledge Graphs for Industrial Standards with Scope-Aware Logical Rule Structuring",
    author = "Park, Jiin  and
      Jeon, Hyuna  and
      Lee, Yoonseo  and
      Kim, Misuk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1456/",
    pages = "33282--33311",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-locodec,
    title = "{L}o{C}o{D}ec: Robust Decoding for {LLM}-based Sequence-Structured Prediction",
    author = "Liu, Chang  and
      Wang, Peiyan  and
      Feng, Yubo  and
      Wang, Libang  and
      Jiang, Feiyan  and
      Song, Yan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1457/",
    pages = "33312--33330",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-race,
    title = "{RACE}: Scalable Statistical Estimation of Functional Consistency in {LLM} Neurons",
    author = "Wang, Runyu  and
      Liu, Bo  and
      Zhang, Xiaxin  and
      Han, Yu  and
      Cao, Jiawei  and
      Zhang, Xiaoye  and
      Zhang, Zhe  and
      Yang, Yifan  and
      Ping, Peng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1458/",
    pages = "33331--33353",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ichihara-etal-2026-consensus,
    title = "Consensus Group Relative Policy Optimization for Text Generation",
    author = "Ichihara, Yuki  and
      Jinnai, Yuu  and
      Ariu, Kaito  and
      Uchibe, Eiji",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1459/",
    pages = "33354--33386",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{v-etal-2026-data,
    title = "Data Efficient Sample Selection for In-Context Learning",
    author = "V, Venktesh  and
      Levi, Cem  and
      Anand, Avishek",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1460/",
    pages = "33387--33408",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xue-etal-2026-multihashformer,
    title = "{M}ulti{H}ash{F}ormer: Hash-based Generative Language Models",
    author = "Xue, Huiyin  and
      Yamaguchi, Atsuki  and
      Aletras, Nikolaos",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1461/",
    pages = "33409--33426",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liang-etal-2026-bridging,
    title = "Bridging the Temporal Gap: A New Benchmark and Dynasty-aware Adaptation Framework for {A}ncient {C}hinese {WSD}",
    author = "Liang, Yuzhi  and
      Zhu, Xinrong  and
      Ma, Lixiang  and
      Wan, Zhixiong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1462/",
    pages = "33427--33443",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hyeon-do-2026-beyond,
    title = "Beyond Retraining-Free {M}o{E} Compression: A Cost-Normalized Study of Post-Compression Adjustment",
    author = "Hyeon, Sieun  and
      Do, Jaeyoung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1463/",
    pages = "33444--33479",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-beyond-conditional,
    title = "Beyond Conditional Computation: Retrieval-Augmented Genomic Foundation Models with Gengram",
    author = "Xu, Huinan  and
      Feng, Xuyang  and
      Chen, Junhong  and
      Liu, Junchen  and
      Deng, Kaiwen  and
      Ding, Kai  and
      Long, Shengning  and
      Shuai, Jiaxue  and
      li, Zhaorong  and
      Liu, Shiping  and
      Xue, Guirong  and
      Xiao, Zhan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1464/",
    pages = "33480--33511",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gao-etal-2026-edit,
    title = "Edit Knowledge, Not Just Facts via Multi-Step Reasoning over Background Stories",
    author = {Gao, Ya  and
      Kujanp{\"a}{\"a}, Kalle  and
      Marttinen, Pekka  and
      Valpola, Harri  and
      Ilin, Alexander},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1465/",
    pages = "33512--33559",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hu-etal-2026-itercad,
    title = "{I}ter{CAD}: An Iterative Multimodal Agent for Visually-Grounded {CAD} Generation and Editing",
    author = "Hu, Tao  and
      Ai, Jiaxin  and
      Wen, Licheng  and
      Li, Xueheng  and
      Zou, Shu  and
      Li, Siqi  and
      Deng, Nianchen  and
      Cai, Xinyu  and
      Zhou, Hongbin  and
      Cai, Pinlong  and
      Fu, Daocheng  and
      Yang, Yu  and
      Zhang, Hairong  and
      Shi, Botian  and
      Yang, Xuemeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1466/",
    pages = "33560--33581",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{adel-etal-2026-arabic,
    title = "{A}rabic Morphosyntactic Tagging and Dependency Parsing with Large Language Models",
    author = "Adel, Mohamed  and
      Alhafni, Bashar  and
      Habash, Nizar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1467/",
    pages = "33582--33604",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-beyond-token,
    title = "Beyond Token Positions: Safety Alignment Across Denoising Steps in Diffusion Language Models",
    author = "Wang, Guoli  and
      Shi, Haonan  and
      Ouyang, Tu  and
      Wang, An",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1468/",
    pages = "33605--33618",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shi-etal-2026-modular,
    title = "Modular Representation Steering for Multi-Attribute {LLM} Alignment",
    author = "Shi, Chaojian  and
      Huang, Renhong  and
      Qiu, Xulan  and
      Zhou, Jiawei  and
      Zhou, Yunsong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1469/",
    pages = "33619--33641",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-graphs,
    title = "When Graphs Whisper: Graph Structure Serialization for Embedding Alignment in Cold-Start Recommendation",
    author = "Zhang, Yujing  and
      Zhou, Huachi  and
      Liu, Ruochen  and
      Zhang, Qinggang  and
      Zhuang, Luyao  and
      Chen, Hao  and
      Hong, Zijin  and
      Yang, Chang  and
      Huang, Xiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1470/",
    pages = "33642--33660",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{adel-etal-2026-lost,
    title = "Lost Between Scripts: Recovering {A}rabic Words from Noisy Learner Orthographies",
    author = "Adel, Mohamed  and
      Shahid, Nisa  and
      Habash, Nizar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1471/",
    pages = "33661--33672",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zheng-etal-2026-counter,
    title = "Counter-{GEO}-Bench: Evaluating Defenses Against Information-Distorting Generative Engine Optimization",
    author = "Zheng, Bing  and
      Zhao, Zongyao  and
      Yang, Wenming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1472/",
    pages = "33673--33689",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{aynetdinov-etal-2026-repetition,
    title = "Repetition over Diversity: High-Signal Data Filtering for Sample-Efficient {G}erman Language Modeling",
    author = "Aynetdinov, Ansar  and
      Haller, Patrick  and
      Akbik, Alan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1473/",
    pages = "33690--33710",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chai-etal-2026-reponav,
    title = "{R}epo{N}av: From Snippet Retrieval to File-Centered Repository Navigation for Code Agents",
    author = "Chai, Hongzheng  and
      Li, Jiakun  and
      Yu, Hongyue  and
      Yuan, Yuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1474/",
    pages = "33711--33726",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huo-etal-2026-lora,
    title = "{L}o{RA}-Patch: Defending Against Backdoored {L}o{RA} Adapters via Directional Steering",
    author = "Huo, Shengyan  and
      Jiang, Peihai  and
      Lyu, Xixiang  and
      Li, Yige",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1475/",
    pages = "33727--33743",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cheng-etal-2026-symbollm,
    title = "{S}ymbo{LLM}-{FE}: {LLM}-Accelerated Symbolic Regression for Automated Feature Engineering on Tabular Data",
    author = "Cheng, Zi-Jian  and
      Jia, Ziyi  and
      Zhou, Zhi  and
      Li, Yu-Feng  and
      Guo, Lan-Zhe",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1476/",
    pages = "33744--33770",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wlezien-verma-2026-llms,
    title = "When {LLM}s Say No: Diagnosing and Mitigating Conservative Bias in Authorship Verification",
    author = "Wlezien, Nicholas  and
      Verma, Rakesh M",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1477/",
    pages = "33771--33788",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{almeida-pedronette-2026-manifold,
    title = "A Manifold-Aware Topic Modeling Approach via Rank-Based Prototypes",
    author = "Almeida, Thiago C{\'e}sar Castilho  and
      Pedronette, Daniel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1478/",
    pages = "33789--33803",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{askar-etal-2026-llms,
    title = "Do {LLM}s Cross Alphabets? A Cross-Script Audit of {LLM}s Across Four {K}azakh {L}atin Proposals",
    author = "Askar, Galammadin  and
      Mukhametkali, Arailym  and
      Maxutov, Akylbek  and
      Makhataeva, Zhanat  and
      Medeu, N{\={u}}rali  and
      Varol, Huseyin Atakan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1479/",
    pages = "33804--33819",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ma-etal-2026-med,
    title = "{M}ed-{R}2: An Adversarial Benchmark for Evidence-Grounded Reasoning in Medical {VLM}s",
    author = "MA, Wen  and
      Niu, Fucheng  and
      Fan, Zhiting  and
      Xiao, Zikai  and
      Liu, Jiaxiang  and
      Liu, Zuozhu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1480/",
    pages = "33820--33845",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hossain-etal-2026-contaminated,
    title = "Contaminated Collaboration: Measuring Gender Bias Transfer in {LLM}-Assisted Student Writing",
    author = "Hossain, Ariyan  and
      Rabbi, Kazi Kamruzzaman  and
      Sadeque, Farig  and
      Haque, S M Taiabul",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1481/",
    pages = "33846--33864",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-slidesgen,
    title = "{S}lides{G}en-Bench: Evaluating Slides Generation via Computational and Quantitative Metrics",
    author = "Yang, Yunqiao  and
      Li, Wenbo  and
      Ren, Houxing  and
      Lu, Zimu  and
      Wang, Ke  and
      Huang, Zhiyuan  and
      Zong, Zhuofan  and
      Zhan, Mingjie  and
      Li, Hongsheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1482/",
    pages = "33865--33907",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lin-etal-2026-scroll,
    title = "Scroll-Net: Geometry-Aware Constrained Decoding for Multi-Page Document Hierarchy Parsing",
    author = "Lin, Wanting  and
      Cheng, Hiuyi  and
      Pan, Wei  and
      Jin, Lianwen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1483/",
    pages = "33908--33922",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ghorbanpour-fraser-2026-sensitivity,
    title = "On the Sensitivity of Instruction-tuned {LLM}s to Harmful Sentences in Long Inputs",
    author = "Ghorbanpour, Faeze  and
      Fraser, Alexander",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1484/",
    pages = "33923--33944",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{niu-etal-2026-chartreg,
    title = "{C}hart{REG}++: Benchmarking and Improving Chart Referring Expression Grounding under Diverse referring clues and Multi-Target Referring",
    author = "Niu, Tianhao  and
      Han, Ziyu  and
      Dong, Xuan  and
      Zhu, Qingfu  and
      Che, Wanxiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1485/",
    pages = "33945--33969",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{godiva-etal-2026-noise,
    title = "Noise Adaptive Streaming Audio-Visual Speech Token Enhancement for Robust Full-Duplex Spoken Dialogue Models",
    author = "Godiva, Bella  and
      Kim, Yeonju  and
      Ro, Yong Man",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1486/",
    pages = "33970--33983",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dlugosz-etal-2026-importance,
    title = "The Importance of Being Statistically Earnest: A Critical Re-evaluation of {GSM}-Symbolic",
    author = "D{\l}ugosz, Dominika Agnieszka  and
      Oliveira, Arlindo L.  and
      D{\'i}az-Rodr{\'i}guez, Natalia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1487/",
    pages = "33984--34024",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shan-etal-2026-weaving,
    title = "Weaving Visual Narratives: Agentic Image Bundle Composition Beyond Atomic Visual Matching",
    author = "Shan, Rong  and
      Xu, Tianyi  and
      Zheng, Congmin  and
      Chen, Wenteng  and
      Zhu, Jiachen  and
      Wu, Junjie  and
      Zeng, Dun  and
      Wang, Teng  and
      Liu, Weiwen  and
      Zhang, Changwang  and
      Zhang, Weinan  and
      Wang, Jun  and
      Lin, Jianghao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1488/",
    pages = "34025--34050",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ren-etal-2026-modality,
    title = "Modality-Specific Gating for Large Audio-Language Models",
    author = "Ren, Zhenni  and
      Wang, Juan  and
      Li, Qiuchi  and
      Li, Lei  and
      Gao, Chunxiao  and
      Zhang, Huaping  and
      Zhang, Baohua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1489/",
    pages = "34051--34065",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xia-etal-2026-unimem,
    title = "{U}ni{M}em: Complementary Episodic-to-Parametric Memory for Boundary-Agnostic Task Streams",
    author = "Xia, Siyu  and
      Zhang, Chenheng  and
      Wu, Yanting  and
      Li, Haoxuan  and
      Chai, Jiajun  and
      Wang, Xiaohan  and
      Yin, Guojun  and
      Lin, Wei  and
      Lin, Zhouchen  and
      Zhang, Haifeng  and
      Wang, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1490/",
    pages = "34066--34085",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bokaei-etal-2026-hate,
    title = "When Does Hate Transfer? A Large-Scale Study of Cross-Lingual Hate Speech Detection",
    author = "Bokaei, Zahra  and
      Magdy, Walid  and
      Webber, Bonnie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1491/",
    pages = "34086--34104",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-multilingual,
    title = "Multilingual Safety Signals Are Multi-Layered: Filtering Safety-Degrading Data for Safer {LLM}s",
    author = "Li, Jiakun  and
      Song, Guowei  and
      Li, Sijia  and
      He, Xingwei  and
      Chai, Hongzheng  and
      Yuan, Yuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1492/",
    pages = "34105--34120",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-e3,
    title = "{E}3-Rewrite: Learning to Rewrite {SQL} for Executability, Equivalence, and Efficiency",
    author = "Xu, Dongjie  and
      Shi, Weijie  and
      Cui, Yue  and
      Ma, Qingzhi  and
      Xia, Wenwen  and
      Zhang, Ruiyuan  and
      Di, Shimin  and
      Zhu, Jia  and
      Zheng, Kai  and
      Xu, Jiajie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1493/",
    pages = "34121--34135",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zeng-etal-2026-beyond,
    title = "Beyond Static Grounding: Behavioral Contracts for Trustworthy Retrieval-Augmented Generation",
    author = "Zeng, Weiqing  and
      Yang, Zida  and
      You, Guquan  and
      Yang, Haoran  and
      Zheng, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1494/",
    pages = "34136--34152",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-persona,
    title = "Persona-{CAPS}: Controllable and Auditable {LLM} Personality via Retrieval over Situation{--}Behavior Contingencies",
    author = "Liu, Guanghao  and
      An, Guangzhou  and
      Xu, Yang  and
      Chen, YU",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1495/",
    pages = "34153--34184",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{luo-etal-2026-image,
    title = "An Image Is Worth Ten Thousand Words: Verbose-Text Induction Attacks on {VLM}s",
    author = "Luo, Zhi  and
      Yuan, Zenghui  and
      Liu, Daizong  and
      Wei, Wenqi  and
      Zhou, Pan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1496/",
    pages = "34185--34204",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jeong-lee-2026-objection,
    title = "{OBJECTION}! Lawyer Agents Mitigate Guilty Bias in Legal Judgment Prediction",
    author = "Jeong, Jaehoon  and
      Lee, Jay-Yoon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1497/",
    pages = "34205--34225",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lin-wei-2026-communitybench,
    title = "{C}ommunity{B}ench: Benchmarking Community-Level Alignment across Diverse Groups and Tasks",
    author = "Lin, Jiayu  and
      Wei, Zhongyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1498/",
    pages = "34226--34247",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fekete-etal-2026-discourse,
    title = "When Discourse Pressures Conflict: Information Structure in Vision-Language Model Outputs",
    author = "Fekete, Marcell  and
      Bjerva, Johannes  and
      K{\'a}ldi, Tam{\'a}s",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1499/",
    pages = "34248--34268",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fu-etal-2026-identity,
    title = "How Identity and Opinion Shape Political Sycophancy in {LLM}s",
    author = "Fu, Li-Ni  and
      Meng, Chang Chih  and
      Chen, Chien-Hua  and
      Huang, Hen-Hsen  and
      Wu, I-Chen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1500/",
    pages = "34269--34299",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{moussa-etal-2026-d3,
    title = "{D}3-Gym: Constructing Real-World Verifiable Environments for Data-Driven Discovery",
    author = "Moussa, Hanane Nour  and
      Li, Yifei  and
      Li, Zhuoyang  and
      Yang, Yankai  and
      Tang, Cheng  and
      Zhang, Tianshu  and
      Ahmed, Nesreen K.  and
      Payani, Ali  and
      Chen, Ziru  and
      Sun, Huan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1501/",
    pages = "34300--34319",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-sparrow-scalable,
    title = "{SPARROW}: Scalable Taxonomy Induction via Structure-Preserving Partitioning and Constraint-Guided Merging",
    author = "Zhang, Yirui  and
      Tang, Yixuan  and
      Sun, Yandong  and
      Lee, Mong-Li  and
      Tung, Anthony Kum Hoe",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1502/",
    pages = "34320--34332",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-dflare,
    title = "{DF}lare: Scaling Up Draft Capacity for Block Diffusion Speculative Decoding",
    author = "Zhang, Jiebin  and
      Yu, Zhenghan  and
      Liu, Song  and
      Yu, Eugene J.  and
      Li, Zheng  and
      Zhu, Dawei  and
      Duo, Jiangshan  and
      Xiong, Weimin  and
      Song, Yifan  and
      Yu, Guanghua  and
      Zhu, Jianchen  and
      Li, Sujian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1503/",
    pages = "34333--34346",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-subspace,
    title = "Subspace Alignment Score: Locating Domain-Relevant Important Parameters in Large Language Models",
    author = "Wu, Le  and
      Wu, Jiayi  and
      Xiong, Jixiang  and
      Mo, Mengfa  and
      Xin, Jingmin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1504/",
    pages = "34347--34366",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-ask,
    title = "Ask Now, Use Later: Benchmarking the Proactivity Gap in Long-Lived {LLM} Agents",
    author = "Wu, Bin  and
      Zou, Guanyun  and
      Wang, Bingbing  and
      Zhao, Huan  and
      Shi, Chuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1505/",
    pages = "34367--34403",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-mirage,
    title = "The Mirage of Calibrated Confidence: Trajectory-Independence of Verbalized Confidence in Vision-Language Models",
    author = "Yang, Jisoo  and
      Han, Jaeho  and
      Pham, Trung X.  and
      Kim, Junyeong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1506/",
    pages = "34404--34423",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-inspire,
    title = "{INSPIRE}: An Internalize-Then-Improve Approach for Example-Driven Mathematical Reasoning",
    author = "Wang, Shuai  and
      Kuang, Jiayi  and
      Li, Yinghui  and
      Huang, Haojing  and
      Liang, Xinnian  and
      Shen, Ying  and
      Lin, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1507/",
    pages = "34424--34439",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-dreamreasoner,
    title = "{D}ream{R}easoner-8{B}: Block-Size Curriculum Learning for Diffusion Reasoning Models",
    author = "Wu, Zirui  and
      Zheng, Lin  and
      Ye, Jiacheng  and
      Gong, Shansan  and
      Zhao, Xueliang  and
      Feng, Yansong  and
      Bi, Wei  and
      Kong, Lingpeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1508/",
    pages = "34440--34453",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-seeing,
    title = "Seeing the Unseen: Visual Similarity for Pixel Language Model Adaptation",
    author = "Zhang, Ran  and
      de Lhoneux, Miryam  and
      Poelman, Wessel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1509/",
    pages = "34454--34471",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{oyama-etal-2026-length,
    title = "Length and Meaning for Language Model Maps",
    author = "Oyama, Momose  and
      Kishino, Ryo  and
      Yamagiwa, Hiroaki  and
      Shimodaira, Hidetoshi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1510/",
    pages = "34472--34487",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{seong-etal-2026-intrinsic,
    title = "Intrinsic Temporal Adaptation of {CLIP} for Partially Relevant Video Retrieval",
    author = "Seong, Hyun Seok  and
      Jun, Woojin  and
      Lee, SuBeen  and
      Heo, Jae-Pil",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1511/",
    pages = "34488--34499",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ma-etal-2026-seeing,
    title = "Seeing is Believing: Benchmarking and Mitigating the Interference of Language Priors on Visual Perception in {MLLM}s",
    author = "Ma, Li  and
      Zhuang, Yan  and
      Deng, Jiawen  and
      Ren, Fuji",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1512/",
    pages = "34500--34515",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xiao-etal-2026-enhancing,
    title = "Enhancing Long-Context Reasoning via Verifiable Atomic Skills",
    author = "Xiao, Yanling  and
      Xie, Huaibing  and
      Zhao, Guoliang  and
      Dou, Shihan  and
      Zheng, Nantao  and
      Wang, Shaolei  and
      Liu, Yiting  and
      Zhang, Cheng  and
      Zhou, Pluto  and
      Zhang, Zhisong  and
      Liu, Lemao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1513/",
    pages = "34516--34532",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{oyama-etal-2026-language,
    title = "Language Model Maps for Prompt-Response Distributions via Log-Likelihood Vectors",
    author = "Oyama, Momose  and
      Takase, Yusuke  and
      Shimodaira, Hidetoshi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1514/",
    pages = "34533--34555",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-tournament,
    title = "Tournament-{GRPO}: Group-Wise Tournament Rewards for Reinforcement Learning in Open-Ended Long-Form Generation",
    author = "Yang, Zixuan  and
      Chen, Yiqun  and
      Yang, Wei  and
      Zhang, Erhan  and
      Shen, Zihan  and
      Wei, Xiaochi  and
      Gao, Yan  and
      Wu, Yi  and
      Hu, Yao  and
      Mao, Jiaxin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1515/",
    pages = "34556--34573",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-stop-training,
    title = "Stop Training Against Soft Users: Mentalized Adversarial Self Play for Proactive Dialogue",
    author = "Liu, Zanwu  and
      Zhang, Dan  and
      Wang, Xiaodi  and
      Mao, Yongbo  and
      Guo, Xiaoyang  and
      Wu, Yonglin  and
      Jiang, Peiyue  and
      Wei, Yangyang  and
      Lin, Zecheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1516/",
    pages = "34574--34590",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yamagiwa-etal-2026-measuring,
    title = "Measuring Affinity between Attention-Head Weight Subspaces via the Projection Kernel",
    author = "Yamagiwa, Hiroaki  and
      Takase, Yusuke  and
      Shimodaira, Hidetoshi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1517/",
    pages = "34591--34660",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ding-etal-2026-inter,
    title = "{I}nter-3{D} {VQA}: A Roadside Multimodal Benchmark for 3{D} Spatiotemporally Grounded Visual Question Answering",
    author = "Ding, Shaozu  and
      Song, Linan  and
      Suo, Dajiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1518/",
    pages = "34661--34686",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jing-etal-2026-shicd,
    title = "{SHICD}: Self-Hallucination-Inducing Contrastive Decoding for Efficient {LLM} Hallucination Mitigation",
    author = "Jing, Haopeng  and
      Hao, Shufeng  and
      Shi, Chongyang  and
      Yu, Qi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1519/",
    pages = "34687--34700",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shao-etal-2026-hachiware,
    title = "{H}achi{W}are: One-Shot Selective {SVD} in a Dual-Branch Framework for {KV} Cache Compression",
    author = "Shao, Hsiao-Ting  and
      Lin, Xiaolin  and
      Lu, Yu-Chen  and
      Zhang, Grace Li  and
      Wu, Kai-Chiang  and
      Huang, Ning-Chi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1520/",
    pages = "34701--34725",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ge-etal-2026-one,
    title = "One Instruction Is a Benchmark: End-to-End Instruction-Following Evaluation with {F}lex{B}ench",
    author = "Ge, Yuchen  and
      Sun, Yizhao  and
      He, Wei  and
      Ou, Jinpeng  and
      Niu, Wenzhe  and
      Shi, Chengshun  and
      Fan, Huichuan  and
      Ma, Biao  and
      Huang, Shuo  and
      Tian, Xin  and
      Gao, Jiuchong  and
      Hao, Jinghua  and
      He, Renqing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1521/",
    pages = "34726--34745",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-trace,
    title = "{TRACE}-{GRPO}: Teacher-Refined Advantage Credit Estimation for Long-Horizon Agentic {RL}",
    author = "Liu, Yuchen  and
      Yao, Tianchu  and
      Chen, Deshu  and
      Zhang, Yinghao  and
      Li, Xigui  and
      Ling, Zehui  and
      Guo, Xin  and
      Cheng, Yuan  and
      Qu, Chao  and
      Ma, Lintao  and
      Qi, Yuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1522/",
    pages = "34746--34765",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-viable,
    title = "{VIABLE}: A Visually Impaired Assistance Benchmark for {VLM}-as-a-Judge Evaluation",
    author = "Zhao, Yi  and
      Wang, Siqi  and
      Hu, Zhe  and
      Li, Yushi  and
      Li, Jing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1523/",
    pages = "34766--34780",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-fampwq,
    title = "{FAMPWQ}: Fisher Information-based Adaptive Mixed Precision Weight Quantization for Effective {LLM} Inference",
    author = "Lee, GongWei  and
      Liu, Ji  and
      Jia, Juncheng  and
      Wu, Ji",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1524/",
    pages = "34781--34801",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{deng-etal-2026-duras2st,
    title = "{D}ura{S}2{ST}: Chain-of-Thought and Reinforcement Learning for Duration-Aligned Speech-to-Speech Translation",
    author = "Deng, Yayue  and
      Wang, Dingdong  and
      Hu, Yuxuan  and
      Li, Jinyu  and
      Liu, Yanqing  and
      Wang, Yuanyuan  and
      Chen, Weidong  and
      Meng, Helen M.  and
      Liu, Shujie  and
      Wu, Xixin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1525/",
    pages = "34802--34821",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-fast,
    title = "Fast-Slow Thinking {RM}: Efficient Integration of Scalar and Generative Reward Models",
    author = "Wu, Jiayun  and
      Zhang, Peng  and
      Lu, Yuanyuan  and
      Qu, Shan  and
      Gu, Ning  and
      Lu, Tun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1526/",
    pages = "34822--34838",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-representation,
    title = "Representation-Aware Advantage Estimation: Your Reward Model Provides More Than A Scalar Output",
    author = "Li, Guozheng  and
      Fu, Xiyan  and
      Guo, Steven Y.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1527/",
    pages = "34839--34851",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-etal-2026-solid,
    title = "{SOLID}: Infusing Symbolic Logic into {LLM}s via Dual-Verified Backward Reasoning",
    author = "Yu, Weijie  and
      Dong, Yuhang  and
      Ma, Feifei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1528/",
    pages = "34852--34869",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liao-etal-2026-agentehr,
    title = "{A}gent{EHR}: Advancing Autonomous Clinical Decision-Making via Retrospective Summarization",
    author = "Liao, Yusheng  and
      Xuan, Chuan  and
      Cai, Yutong  and
      Yang, Lina  and
      Chen, Zhe  and
      Wang, Yanfeng  and
      Wang, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1529/",
    pages = "34870--34917",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ma-etal-2026-tvir,
    title = "{TVIR}: Building Deep Research Agents Towards Text-Visual Interleaved Report Generation",
    author = "Ma, Xinkai  and
      Bai, Zhiqi  and
      Zhang, Dingling  and
      Liu, Pei  and
      Yuan, Yishuo  and
      Zhu, He  and
      Wang, Jiakai  and
      Xie, Qianqian  and
      Zhao, Yifan  and
      Yang, Xinlong  and
      Cong, Hao  and
      Yao, Zhiheng  and
      Xie, Fengxia  and
      Xu, Zihao  and
      Xu, Haoran  and
      Wang, Zhaohui  and
      Liu, Minghao  and
      Lin, Shirong  and
      Tan, Yingshui  and
      Xu, Yuchi  and
      Su, Wenbo  and
      Zhang, Zhaoxiang  and
      Zheng, Bo  and
      Liu, Jiaheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1530/",
    pages = "34918--34965",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{smid-etal-2026-generative,
    title = "Generative Models Enhanced by Sequence Labelling and Aspect-Code Switching Improve Cross-lingual Aspect-Based Sentiment Analysis",
    author = "{\v{S}}m{\'i}d, Jakub  and
      Priban, Pavel  and
      Kral, Pavel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1531/",
    pages = "34966--34981",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shi-etal-2026-manifold,
    title = "Manifold Embedding: A Point-to-Hyperplane Approach",
    author = "Shi, Xianglong  and
      Jiang, Yunhan  and
      Sebe, Nicu  and
      Chen, Ziheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1532/",
    pages = "34982--35001",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ge-etal-2026-trustrag,
    title = "{T}rust{RAG}: Metadata-Governed {RAG} for Compliance-Oriented Question Answering",
    author = "Ge, Huiling  and
      Shi, Zhiguo  and
      Nie, Yungui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1533/",
    pages = "35002--35020",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yi-etal-2026-poetry,
    title = "From Poetry Parties to Poetry Critics: Benchmarking Classical {C}hinese Poetry Generation and Evaluation",
    author = "Yi, Zihao  and
      Tu, Zhaopeng  and
      Ma, Ruotian  and
      Jiang, Qingxuan  and
      Xu, Zhe  and
      Xiao, Qingyu  and
      Li, Yixue  and
      Shen, Ying  and
      Bo, Liefeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1534/",
    pages = "35021--35036",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yeh-etal-2026-disentangling,
    title = "Disentangling the Interpretive and Predictive Roles of {LIWC}: Controlled Substitution in Depression-Related Classification",
    author = "Yeh, Hsiang-Chen  and
      Zhao, Xiutian  and
      Mahapatra, Aurosweta  and
      Chandra, Shreeram Suresh  and
      Boyd, Ryan L.  and
      Sisman, Berrak",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1535/",
    pages = "35037--35057",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ebadian-etal-2026-tampered,
    title = "Tampered {ML}: Evaluating {LLM} Judgment of Machine Learning Research",
    author = "Ebadian, Soroush  and
      Alamdari, Parand A.  and
      Benton, Joe  and
      Joren, Hailey",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1536/",
    pages = "35058--35085",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-syrup,
    title = "{S}y{R}u{P}: Enhancing System-Prompt Following via Reward-Guided Prediction in {LLM} Decoding",
    author = "Kim, Seoyeon  and
      Kang, Minjae  and
      Kim, Jaehyung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1537/",
    pages = "35086--35113",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ye-etal-2026-frozen,
    title = "Frozen Cores Need Task Signal: Fisher-Whitened Cross-Covariance for Low-Resource {LLM} Adaptation",
    author = "Ye, Wentao  and
      Shen, Zhanming  and
      Xiao, Zhiqing  and
      Ding, Yao  and
      Wang, Haobo  and
      Chen, Gang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1538/",
    pages = "35114--35131",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-unlocking,
    title = "Unlocking Multimodal Protein Language Models at Inference Time",
    author = "Zhou, Yi  and
      Qipeng, Wang  and
      Liu, Yunqing  and
      Xia, Jun  and
      Qing, Li  and
      Fan, Wenqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1539/",
    pages = "35132--35151",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cheng-etal-2026-gsr,
    title = "{GSR}-{L}o{RA}:Group-Sparse Routing-aware Low-Rank Adapter Compression for Multi-Task Mixture-of-Experts Fine-Tuning",
    author = "Cheng, Weimin  and
      Zhao, Chengyu  and
      Huang, Xuanjing  and
      Shen, Yatian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1540/",
    pages = "35152--35167",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mu-etal-2026-global,
    title = "From Global to Regional Coverage: Hyperspherical Prototype Discovery for Storage-Efficient Multimodal Retrieval",
    author = "Mu, Xing  and
      Lin, Xiaotian  and
      Peng, Zhangyang  and
      Zhang, Bairui  and
      Luo, Yuyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1541/",
    pages = "35168--35185",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wright-etal-2026-whose,
    title = "What and Whose Knowledge? Measuring Epistemic Diversity in Large Language Models",
    author = "Wright, Dustin  and
      Masud, Sarah  and
      Moore, Jared  and
      Yadav, Srishti  and
      Antoniak, Maria  and
      Christensen, Peter Ebert  and
      Park, Chan Young  and
      Augenstein, Isabelle",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1542/",
    pages = "35186--35203",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lyu-etal-2026-compression,
    title = "When Compression Helps and When It Hurts: Condition-Aware Analysis of Chain-of-Thought Distillation",
    author = "Lyu, Siyang  and
      Chen, Xinghao  and
      Sun, Zhijing  and
      Liu, Tong  and
      Zhu, Dawei  and
      Shen, Xiaoyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1543/",
    pages = "35204--35231",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{han-etal-2026-learning,
    title = "Learning What to Share and What to Personalize: Hierarchical Strategy Co-Evolution for Agent Memory",
    author = "Han, Yupeng  and
      Liu, Shuochen  and
      Zhang, Kai  and
      Liu, Ze  and
      Pan, Zhihong  and
      Wang, Xianquan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1544/",
    pages = "35232--35249",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-hemp,
    title = "{HEMP}: Hierarchical Entity-aligned Memory Prompting for {CT} Report Generation",
    author = "Xu, Tong  and
      Qian, Yiming  and
      Shan, Zhe  and
      Xie, Xia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1545/",
    pages = "35250--35260",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-hallomtbench,
    title = "{H}allo{MTB}ench: A Large-Scale Human-Verified Benchmark for Diagnosing Hallucination Triggers in {LLM} Translation",
    author = "Zhang, Shaowei  and
      Liu, Heng  and
      Wu, Xinwei  and
      Wang, Hao  and
      Liu, Yangyang  and
      Zhao, Xiaohu  and
      Peng, Jianxiang  and
      Shen, Tianhao  and
      Zhou, Jiang  and
      Zeng, Bo  and
      Dong, Tianyu  and
      Shi, Dan  and
      Xu, Linlong  and
      Wang, Longyue  and
      Xiong, Deyi  and
      Luo, Weihua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1546/",
    pages = "35261--35281",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-wang-2026-new,
    title = "New Intent Discovery: From Local Relations to Global Structure",
    author = "Chen, Peng  and
      Wang, Bang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1547/",
    pages = "35282--35298",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{papamarkou-etal-2026-bayesian,
    title = "{B}ayesian Control for Coding Agents",
    author = "Papamarkou, Theodore  and
      Smirnov, Vladislav  and
      Mazanov, Viktor  and
      Vazhentsev, Artem  and
      Nakov, Preslav  and
      Baldwin, Timothy  and
      Shelmanov, Artem",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1548/",
    pages = "35299--35341",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-reactivating,
    title = "Reactivating Alignment: Defending {LLM}s from Jailbreaks via Intention-Aware Input{--}Output Matching",
    author = "Chen, Luoyu  and
      Wang, Weiqi  and
      Tian, Zhiyi  and
      Zhang, Chenhan  and
      Yu, Shui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1549/",
    pages = "35342--35366",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{feng-etal-2026-reconstructing,
    title = "Reconstructing the Right Episode: Evaluating Interleaved Conversational Memory Beyond Long Context",
    author = "Feng, Zhexi  and
      Zhang, Ruiyi  and
      Yang, Yongbo  and
      Xie, Pengtao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1550/",
    pages = "35367--35385",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-kim-2026-spring,
    title = "{SPRI}n{G}: Continual {LLM} Personalization via Selective Parametric Adaptation and Retrieval-Interpolated Generation",
    author = "Kim, Seoyeon  and
      Kim, Jaehyung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1551/",
    pages = "35386--35415",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{song-zheng-2026-beyond,
    title = "Beyond the Illusion of Consensus: From Surface Heuristics to Knowledge-Grounded Evaluation in {LLM}-as-a-Judge",
    author = "Song, Mingyang  and
      Zheng, Mao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1552/",
    pages = "35416--35433",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{su-etal-2026-persona,
    title = "The Persona-Switch Jailbreak Backdoor in {LLM}s: From Payload Retrieval to Trigger-Gated Persona-State Selection",
    author = "Su, Yanghao  and
      Zhou, Wenbo  and
      Zhang, Tianwei  and
      Qiu, Han  and
      Zhang, Weiming  and
      Yu, Nenghai  and
      Zhang, Jie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1553/",
    pages = "35434--35449",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shi-etal-2026-moralsteer,
    title = "{M}oral{S}teer: Safety-Preserving Fidelity Gains in Morally Complex Role-Playing via Theory-Guided On-Policy Self-Distillation",
    author = "Shi, Shaojie  and
      Hao, Teqi  and
      Lv, Bohao  and
      Xu, Rui  and
      Shi, Zhengyu  and
      Yinghui, Xu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1554/",
    pages = "35450--35463",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-seeing,
    title = "Seeing Before Synthesizing: {VLM}-Guided Transition Event Discovery for Weakly-Supervised Dense Video Captioning",
    author = "Kim, Ye-Chan  and
      Choi, Seunghee  and
      Cha, SeungJu  and
      Kim, Si-Woo  and
      Kim, Hwiseon  and
      Kim, HyunGee  and
      Kim, Dong-Jin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1555/",
    pages = "35464--35475",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xi-etal-2026-cluetracer,
    title = "{C}lue{T}racer: Question-to-Vision Clue Tracing for Training-Free Hallucination Suppression in Multimodal Reasoning",
    author = "Xi, Gongli  and
      Wang, Kun  and
      Gao, Zeming  and
      Yi, Huahui  and
      Lu, Haolang  and
      Wei, Qianshan  and
      Tian, Ye  and
      Wang, Wendong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1556/",
    pages = "35476--35502",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nili-etal-2026-structured,
    title = "Structured Claim-Level Discourse Representations for Dense Health Narratives",
    author = "Nili, Farnoush  and
      Vafa, Elham Pourabbas  and
      Nilizadeh, Shirin  and
      Dragut, Eduard",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1557/",
    pages = "35503--35523",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tian-etal-2026-v,
    title = "{V}-Rubrics: Visual Faithfulness via Rubric-Based Reinforcement Learning",
    author = "Tian, Shulin  and
      Li, Minglun  and
      Dong, Yuhao  and
      Ding, Hao  and
      Yao, Jiarui  and
      Diao, Haiwen  and
      Yang, Jingkang  and
      Zhu, Hongyuan  and
      Liu, Ziwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1558/",
    pages = "35524--35543",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nguyen-etal-2026-tracing,
    title = "Tracing Error Propagation in Reasoning Language Models",
    author = "Nguyen, Dung Huu  and
      Pham, Quan  and
      Nguyen, Dat Quoc",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1559/",
    pages = "35544--35559",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-vtc,
    title = "{VTC}-{R}1: Vision-Text Compression for Efficient Long-Context Reasoning",
    author = "Wang, Yibo  and
      Jing, Yongcheng  and
      Liu, Shunyu  and
      Guan, Hao  and
      Tu, Rong-Cheng  and
      Wang, Chengyu  and
      Huang, Jun  and
      Tao, Dacheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1560/",
    pages = "35560--35578",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-imitation,
    title = "The Imitation Game: When {LLM}s Learn to Reason Like Programs via Code-Centric Reasoning Data Synthesis",
    author = "Zhang, Jinyang  and
      Liao, Weibin  and
      Bao, Keqin  and
      Li, Sihang  and
      Wang, Shaobo  and
      Ye, Muyang  and
      Ding, Hongxin  and
      Fang, Yue  and
      Tang, Tianyi  and
      Huang, Fei  and
      Yang, Kexin  and
      Ren, Xingzhang  and
      Liu, Dayiheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1561/",
    pages = "35579--35622",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{buzato-etal-2026-role,
    title = "On the Role of Supporting Evidence in {LLM} Reasoning: A Causal Analysis of Legal {QA} with Activation Patching",
    author = "Buzato, Dalmo  and
      Franco, Fernanda Sathler Rocha  and
      Caldeira, Caio Alves  and
      Santos, Isabela Carolina Ribeiro  and
      Cunha, Evandro L. T. P.  and
      Calais, Pedro  and
      Meira Jr., Wagner  and
      Lacerda, Anisio",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1562/",
    pages = "35623--35635",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-infospec,
    title = "{I}nfo{S}pec: Information-Guided Anchor Selection for Retrieval-Based Speculative Decoding",
    author = "Wang, Jie  and
      Ren, Yi  and
      Li, Wei  and
      Gao, Zhenyang  and
      Liao, Jiawei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1563/",
    pages = "35636--35652",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-latticemind,
    title = "{L}attice{M}ind: A Conflict-Aware Memory Primitive for Multi-Agent Systems",
    author = "Zhou, Heng  and
      Zhang, Lian  and
      Fan, Yutao  and
      He, Tiancheng  and
      Chen, Siki  and
      Geng, Hejia  and
      Torr, Philip  and
      Yin, Zhenfei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1564/",
    pages = "35653--35672",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-adaretouch,
    title = "{A}da{R}etouch: An Interleaved Vision-Language Agent for Adaptive Multi-Turn Image Retouching",
    author = "Liu, Ziang  and
      Zhang, Yongheng  and
      Wen, Qi  and
      Zhao, Kai  and
      Zhang, Jianwei  and
      Dong, Yuezhou  and
      Hao, Yiren  and
      Li, Bo  and
      Dai, Peishan  and
      Zhang, Hao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1565/",
    pages = "35673--35692",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-yan-2026-agentq,
    title = "{AGENTQ}: Quantization-Conditioned Backdoor Attacks on {LLM} Agents",
    author = "Liu, Xiaoqun  and
      Yan, Qiben",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1566/",
    pages = "35693--35709",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-unireason,
    title = "{U}ni{R}eason-{M}ed: A Shared Grounded Reasoning Interface for 2{D}-to-3{D} Transfer in Medical {VQA}",
    author = "Chen, Mengzhuo  and
      Shu, Yan  and
      Liu, Chi  and
      Piao, Hongming  and
      Wang, Xidong  and
      Li, Derek  and
      Dai, Bryan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1567/",
    pages = "35710--35724",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ma-etal-2026-simlens,
    title = "{S}im{L}ens: Two-Token Continuation for Early Exit in Single-Token Decision Tasks",
    author = "Ma, Ming  and
      Zheng, Bowen  and
      Lin, Zhongqiao  and
      Yang, Tianming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1568/",
    pages = "35725--35741",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{namuduri-etal-2026-genie,
    title = "{GENIE}: A Fine-Grained Measure for Novelty",
    author = "Namuduri, Ramya  and
      Wadhwa, Manya  and
      Zheng, Anshun Asher  and
      Durrett, Greg  and
      Li, Junyi Jessy",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1569/",
    pages = "35742--35765",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fan-etal-2026-beyond,
    title = "Beyond Adapter Expansion: Packing Multiple Tasks into Spare {L}o{RA} Capacity",
    author = "Fan, Shuangjie  and
      Huang, Chengxiang  and
      Zhao, Zhiyuan  and
      Koniusz, Piotr  and
      Gao, Junyu  and
      Hu, Di",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1570/",
    pages = "35766--35783",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ugandhar-etal-2026-reasoning,
    title = "Can Reasoning Models Detect Changes to their Chains of Thought?",
    author = "Ugandhar, Sathvik Manikantan Napa  and
      Singh, Utkarsh  and
      Xue, Chengyuan  and
      Wanner, Miriam  and
      Walden, William Gantt",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1571/",
    pages = "35784--35801",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-cascade,
    title = "Cascade-{SC}: A {P}areto-Efficient Cross-Model Cascade for Test-Time Reasoning",
    author = "Li, Minghan  and
      Zhao, Siqi  and
      Hua, Luoliang  and
      Zhou, Guodong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1572/",
    pages = "35802--35819",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wong-etal-2026-semantic,
    title = "Semantic Distractor Robustness in {LLM}s: Exploring the Underlying Mechanisms",
    author = "Wong, Xiangyu  and
      Yu, Eugene J.  and
      Xiong, Chenhao  and
      Li, Zheng  and
      Song, Yifan  and
      Li, Sujian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1573/",
    pages = "35820--35841",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jiang-etal-2026-code,
    title = "Code-{TVT}: Synthesizing Test-Case-Driven Verifiable Tasks for Code Reinforcement Learning",
    author = "Jiang, Jin  and
      Zhang, Junlong  and
      Yan, Yuchen  and
      Zhaoze  and
      Zhou, Changzhi  and
      Zheng, Suncong  and
      Gao, Liangcai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1574/",
    pages = "35842--35865",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-ttt,
    title = "{TTT}-Sparse: Test-Time Training of Sparse Attention for Long-Context Understanding",
    author = "Wang, Xuehao  and
      Deng, Huayu  and
      Zhong, Linhao  and
      Wei, Yanbin  and
      Zhao, Hengyu  and
      Liu, Mingyu  and
      Chen, Hao  and
      Shen, Chunhua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1575/",
    pages = "35866--35881",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fan-etal-2026-shopping,
    title = "Shopping Reasoning Bench: An Expert-Authored Benchmark for Multi-Turn Conversational Shopping Assistants",
    author = "Fan, Shuxian  and
      Min, Seonwoo  and
      Hu, Youna  and
      Xia, Botao  and
      Unnikrishnan, Jayakrishnan  and
      Musselmann, Rowan  and
      Gao, Yifan  and
      Yin, Qingyu  and
      Nigam, Priyanka  and
      Yin, Bing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1576/",
    pages = "35882--35903",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yan-etal-2026-menu,
    title = "The Menu Is an Execution Prior: State-Path Tool Menus for Online Agents",
    author = "Yan, Bo  and
      Lin, Weikai  and
      Wang, Song",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1577/",
    pages = "35904--35917",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cao-dinh-etal-2026-pruneground,
    title = "{P}rune{G}round: Plug-and-play Spatial Pruning for 3{D} Visual Grounding",
    author = {Cao Dinh, Duc  and
      Le-Duc, Khai  and
      Draye, Florent  and
      Ngo, Chris  and
      Zhang, Terry Jingchen  and
      Sch{\"o}lkopf, Bernhard  and
      Jin, Zhijing},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1578/",
    pages = "35918--35942",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mccurdy-etal-2026-grammar,
    title = "Grammar Control for Language Learning with Sequential {M}onte {C}arlo and Small Language Models",
    author = "McCurdy, Kate  and
      Vigly, Jacob Hoover  and
      Clark, Thomas Hikaru  and
      Stanczak, Karolina  and
      Emara, Yahya  and
      Tenenbaum, Joshua B.  and
      Lew, Alexander K.  and
      Cotterell, Ryan  and
      O{'}Donnell, Timothy J.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1579/",
    pages = "35943--35967",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kuru-etal-2026-retrievalrouter,
    title = "{R}etrieval{R}outer: Joint Modality and Architecture Selection for Document Retrieval",
    author = "Kuru, Emre  and
      Keskin, Mehmet Onur  and
      Farahbakhsh, Reza  and
      Crespi, Noel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1580/",
    pages = "35968--35982",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-sic,
    title = "{SIC}-Agents: Benchmarking and Building Adaptive Simulator for Pediatric Serious Illness Communication Training",
    author = "Wang, Zihan  and
      Slominska, Anita  and
      Bimman, Rennie  and
      Di Flumeri, Elizabeth  and
      Mayappo-Neeposh, Amanda  and
      Francoeur, Conall  and
      Carver, Tamara Ellen  and
      Chang, Xiao-Wen  and
      Precup, Doina  and
      Haritaoglu, Esin Darici  and
      Haritaoglu, Ismail  and
      Arodi, Akshatha  and
      Goloff, Naomi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1581/",
    pages = "35983--36001",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{pham-etal-2026-grace,
    title = "{GRACE}: Step-Level Benchmark for Faithful Reasoning over Context",
    author = "Pham, Hoang  and
      Le, Dong  and
      Luu, Anh Tuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1582/",
    pages = "36002--36027",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yock-etal-2026-understanding,
    title = "Understanding the Limits of Agentic {ICD} Coding",
    author = "Yock, Eng Chong  and
      Cao, Yushi  and
      Chen, Yiming  and
      Mao, Kezhi  and
      Jiang, Hongchao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1583/",
    pages = "36028--36037",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yeh-etal-2026-meld,
    title = "{MELD}: Mel-Spectrogram-Based Speech Language Modeling with Discrete Latent Variables",
    author = "Yeh, Sung-Lin  and
      Zhou, Wei  and
      Keren, Gil  and
      Le, Duc  and
      Meng, Zhong  and
      Tang, Hao  and
      Mahadeokar, Jay  and
      Kalinli, Ozlem  and
      Mourachko, Alexandre",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1584/",
    pages = "36038--36050",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-queries,
    title = "When Queries Crowd: Diagnosing and Improving Spread-Out Regularization for Text Embeddings",
    author = "Zhou, Zeqi  and
      Zeng, Qingcheng  and
      Yang, Rui  and
      Liu, Jiarui  and
      Qi, Heli  and
      Yu, Puxuan  and
      Xuan, Weihao  and
      Yokoya, Naoto",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1585/",
    pages = "36051--36070",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-beyond-stability,
    title = "Beyond the Stability-Exploration Dilemma: Environmental Regularization for {LLM} Policy Optimization",
    author = "Zhou, Xianlei  and
      Meng, Xiangdi  and
      He, Yu  and
      Qi, Tianyu  and
      Guan, Shuyan  and
      Zhang, Xianli  and
      Zhang, Jian  and
      Li, Xin  and
      Lin, Qika  and
      Liu, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1586/",
    pages = "36071--36086",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ding-etal-2026-beyond,
    title = "Beyond the Current Observation: Evaluating Multimodal Large Language Models in Controllable Non-{M}arkov Games",
    author = "Ding, Shengyuan  and
      Wei, Xilin  and
      Fang, Xinyu  and
      Duan, Haodong  and
      Lin, Dahua  and
      Wang, Jiaqi  and
      Zang, Yuhang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1587/",
    pages = "36087--36108",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zheng-etal-2026-surfacing,
    title = "Surfacing the Unsaid: {CUE}-Bench for Affective Stance in {C}hinese Discourse",
    author = "Zheng, Zhenyan  and
      Zhang, Yunyao  and
      Sheng, Junxi  and
      Yu, Junqing  and
      Song, Zikai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1588/",
    pages = "36109--36126",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-every,
    title = "Every Answer Has Its Own Path: Agentic Routing for Retrieval-Augmented Table Question Answering",
    author = "Kim, A Young  and
      Shin, Jisu  and
      Han, Donghee  and
      Yi, Mun Yong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1589/",
    pages = "36127--36151",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jun-etal-2026-identifying,
    title = "Identifying and Mitigating Bottlenecks in Role-Playing Agents: A Systematic Study of Disentangling Character Profile Axes",
    author = "Jun, Yonghyun  and
      Choi, Junhyuk  and
      Park, Jeonghyun  and
      Park, Jihyeong  and
      Liu, Nicole Geumheon  and
      Lee, Hwanhee",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1590/",
    pages = "36152--36182",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-reflectrec,
    title = "{R}eflect{R}ec: Cycle-Consistency Preference Verification for {LLM}-based Recommendation",
    author = "Kim, Dae Kyoo  and
      Cho, Heejung  and
      Hong, Sungmoo  and
      Park, Eunil",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1591/",
    pages = "36183--36197",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{qiu-etal-2026-bag,
    title = "Bag-of-Tokens Tuning: Calibrating {LLM} Logits with Contextual Probabilities",
    author = "Qiu, Chen-Meng  and
      Wang, Ze-Hao  and
      Wang, Deng-Bao  and
      Yue, Linan  and
      Zhang, Min-Ling",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1592/",
    pages = "36198--36215",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{luo-etal-2026-ace,
    title = "{ACE}-Align: Attribute Causal Effect Alignment for Cultural Values under Varying Persona Granularities",
    author = "Luo, JiaTang  and
      Xu, Bingbing  and
      Chen, Rongxin  and
      Zhao, Xiaoyan  and
      Zhang, Yang  and
      Pang, Liang  and
      Huang, Zhiyong  and
      Shen, Huawei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1593/",
    pages = "36216--36235",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-mindscape,
    title = "Mindscape-Aware Retrieval Augmented Generation for Improved Long Context Understanding",
    author = "Li, Yuqing  and
      Li, Jiangnan  and
      Lin, Zheng  and
      Zhou, Ziyan  and
      Wu, Junjie  and
      Zhou, Jie  and
      Yu, Mo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1594/",
    pages = "36236--36256",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{alnasser-etal-2026-ai,
    title = "How {AI} Models Manage Epistemic Authority: A Taxonomy and Comparative Analysis of Responses to User Disagreement",
    author = {Alnasser, Riyadh  and
      {\c{C}}etinkaya, Yusuf M{\"u}cahit  and
      Zhao, Sumin  and
      Elmas, Tugrulcan},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1595/",
    pages = "36257--36272",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bhaskar-etal-2026-fbhm,
    title = "{FBHM}: Functional Benchmarking and Steering of {VLM}s for Hateful Meme Detection",
    author = "Bhaskar, Paramananda  and
      Rizwan, Naquee  and
      Jogchand, Daksh  and
      Pandey, Saurabh Kumar  and
      Mukherjee, Animesh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1596/",
    pages = "36273--36297",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-perceive,
    title = "Perceive, Localize, Reflect: Evidence-Anchored Multi-Agent Debate for {MLLM} Hallucination Mitigation",
    author = "Wu, Yebo  and
      Jin, Han  and
      Lim, Wei Yang Bryan  and
      Li, Li",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1597/",
    pages = "36298--36313",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-send,
    title = "Send a {SCOUT} First: Pre-hoc Reasoning for Adaptive Detector Allocation in Prompt-Injection Defense",
    author = "Zhang, Shuhao  and
      Li, Jiarui  and
      Cao, Qi  and
      Zhang, Ruiyi  and
      Xie, Pengtao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1598/",
    pages = "36314--36351",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{urman-etal-2026-prompt,
    title = "Prompt Revision as a Source of Cultural Bias in Text-to-Image Systems",
    author = "Urman, Aleksandra  and
      Lichtenegger, Elsa  and
      Jaoua, Salima  and
      Bouleimen, Azza  and
      Forsberg, Robin  and
      Hertweck, Corinna  and
      Ionescu, Stefania  and
      Pagan, Nicol{\`o}  and
      Hannak, Ancsa  and
      Baumann, Joachim",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1599/",
    pages = "36352--36377",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{poole-jahanbakhsh-2026-personalized,
    title = "Personalized Alignment of Language Models with Human Value Profiles",
    author = "Poole, Rashon  and
      Jahanbakhsh, Farnaz",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1600/",
    pages = "36378--36403",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hu-etal-2026-chjgbench,
    title = "{C}h{JGB}ench: A Comprehensive Benchmark for {C}hinese Legal Judgment Generation with Diagnostic Evaluation",
    author = "Hu, Yinghao  and
      Kong, Linggang  and
      Xiao, Qian  and
      Huang, Yuting  and
      Zhang, Yunlong  and
      Zhang, Yujie  and
      Wu, Yiquan  and
      Duan, Fei  and
      Song, Kaisong  and
      Lin, Jun  and
      Kuang, Kun  and
      Wu, Fei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1601/",
    pages = "36404--36428",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-etal-2026-spiralformer,
    title = "{S}piral{F}ormer: Looped Transformers Can Learn Hierarchical Dependencies via Multi-Resolution Recursion",
    author = "Yu, Chengting  and
      Shu, Xiaobo  and
      Wang, Yadao  and
      Zhang, Yizhen  and
      Wu, Haoyi  and
      Wu, You  and
      Long, Rujiao  and
      Chen, Ziheng  and
      Xu, Yuchi  and
      Su, Wenbo  and
      Zheng, Bo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1602/",
    pages = "36429--36451",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{park-jo-2026-knowledge,
    title = "Knowledge Editing for Masked Diffusion Language Models",
    author = "Park, Haewon  and
      Jo, Yohan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1603/",
    pages = "36452--36476",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-core,
    title = "{CORE}-Bench: A Comprehensive Benchmark for Code Retrieval in the Era of Agentic Coding",
    author = "Zhang, Fuwei  and
      Zhang, Yanzhao  and
      Li, Mingxin  and
      Long, Dingkun  and
      Hu, Lexiang  and
      Xie, Pengjun  and
      Zhuang, Fuzhen  and
      Zhang, Zhao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1604/",
    pages = "36477--36505",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hoang-etal-2026-safety,
    title = "Safety Paradox: How Enhanced Safety Awareness Leaves {LLM}s Vulnerable to Posterior Attack",
    author = "Hoang, Long P.  and
      Le, Viet Hai  and
      Xu, Shaoyang  and
      Lu, Wei  and
      Zhang, Wenxuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1605/",
    pages = "36506--36532",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{blicharz-grunwald-2026-mechanistic,
    title = "A Mechanistic Study of {AI}-Text Detection Neurons in Frozen {BERT}: Sparse Probing and Activation Patching on {RAID}",
    author = "Blicharz, Pawe{\l}  and
      Grunwald, Mi{\l}osz",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1606/",
    pages = "36533--36552",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-query,
    title = "Query-focused and Memory-aware Reranker for Long Context Processing",
    author = "Li, Yuqing  and
      Li, Jiangnan  and
      Yu, Mo  and
      Chen, Yanyu  and
      Ding, Guoxuan  and
      Lin, Zheng  and
      Zhang, Wei  and
      Zhou, Jie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1607/",
    pages = "36553--36571",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cho-etal-2026-stride,
    title = "Stride-k Subsampling: Train-Free Audio Token Reduction for Whisper",
    author = "Cho, Chanhee  and
      Choi, Junhyuk  and
      Kim, Bugeun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1608/",
    pages = "36572--36599",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ramnauth-scassellati-2026-attentional,
    title = "The Attentional White Bear: Persistent But Attenuated Concept Recoverability in Transformer Language Models",
    author = "Ramnauth, Rebecca  and
      Scassellati, Brian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1609/",
    pages = "36600--36614",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zou-etal-2026-trace,
    title = "{TRACE}: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement Learning",
    author = "Zou, Heming  and
      Wang, Qi  and
      Qu, Yun  and
      Jiang, Yuhang  and
      Cai, Lizhou  and
      Mao, Yixiu  and
      Peng, Ru  and
      Xu, Xin  and
      Liu, Weijie  and
      Yang, Kai  and
      Yang, Saiyong  and
      Ji, Xiangyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1610/",
    pages = "36615--36645",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{qin-anastasiu-2026-unimer,
    title = "{U}ni{MER}: Multilingual Multimodal Emotion Recognition with Prototype-Guided Attention Pooling",
    author = "Qin, Yinghua  and
      Anastasiu, David C.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1611/",
    pages = "36646--36659",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{srivastava-etal-2026-cost,
    title = "The Cost of Sounding Different: Accent Bias in Audio Language Models",
    author = "Srivastava, Aruna  and
      Ahia, Orevaoghene  and
      Lucy, Li  and
      Christendat, Ashley  and
      Chattopadhyay, Sameep  and
      Samir, Farhan  and
      Afonja, Tejumade  and
      Hofmann, Valentin  and
      Kumar, Sachin  and
      Smith, Noah A.  and
      Tsvetkov, Yulia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1612/",
    pages = "36660--36687",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhan-zhang-2026-spire,
    title = "{SPIRE}: Unifying Partial Rollouts, Replay, and Asynchrony in {LLM} Reinforcement Learning via Segment-wise Prefix Importance Sampling",
    author = "Zhan, Chenlu  and
      Zhang, Yufei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1613/",
    pages = "36688--36701",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shi-etal-2026-shape,
    title = "The Shape of Time: Video-Token Contrast for Temporal Understanding in {V}ideo{LM}s",
    author = "Shi, Yumeng  and
      Long, Quanyu  and
      Wu, Yin  and
      Wang, Wenya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1614/",
    pages = "36702--36717",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jakob-etal-2026-exploring,
    title = "Exploring Confirmation Bias: {LLM}s Perceive Democratic Claims as More Truthful Independently of their Content",
    author = {Jakob, Charlott  and
      Yang, Jing  and
      Renken, Daniel  and
      Solopova, Veronika  and
      Upravitelev, Max  and
      M{\"o}ller, Sebastian  and
      Schmitt, Vera},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1615/",
    pages = "36718--36732",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-multimodal,
    title = "A Multimodal Automatic Redteaming Evaluation based on Atomic Jailbreak Strategy Decoupling and Combination",
    author = "Zhao, Shiji  and
      Zhou, Yuxuan  and
      Xiong, Chen  and
      Wu, Dongxian  and
      Bai, Yang  and
      Chen, Xun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1616/",
    pages = "36733--36748",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lei-etal-2026-qaq,
    title = "{QAQ}: Bidirectional Semantic Coherence for Selecting High-Quality Synthetic Code Instructions",
    author = "Lei, Jiayin  and
      Ma, Ming  and
      Duan, Yunxi  and
      Li, Chenxi  and
      Yang, Tianming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1617/",
    pages = "36749--36762",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tan-etal-2026-said,
    title = "He Said, She Said, They Simulated: Simulating Situated Gossip with {LLM} Agents",
    author = "Tan, Yicong  and
      Shen, Yun  and
      Zhang, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1618/",
    pages = "36763--36806",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-faithmed,
    title = "{F}aith{M}ed: Training {LLM}s For Faithful Evidence-Based Medical Reasoning",
    author = "Zhang, Zhiyun  and
      Sun, Liwen  and
      Qian, Xiang  and
      Xiong, Chenyan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1619/",
    pages = "36807--36822",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{feng-etal-2026-appsim,
    title = "{APPS}im-Bench: Bridging Real-world Apps and Reproducible Evaluation for Mobile {GUI} Agents",
    author = "Feng, Jintian  and
      Chen, Long  and
      Yu, Xiao  and
      Dai, Jiayi  and
      Liu, Chenglong  and
      Wang, Haoru  and
      Xue, Zizhen  and
      Shi, Yuxuan  and
      Wang, Ziyang  and
      Gong, Yichen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1620/",
    pages = "36823--36845",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fortier-etal-2026-convergence,
    title = "Is Convergence Inevitable? Tracing Output Homogeneity Back to Base Models",
    author = "Fortier, Alexandrine  and
      Chen, Hazel  and
      West, Peter",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1621/",
    pages = "36846--36865",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lai-etal-2026-users,
    title = "Users Mispredict What Drives Their Preferences for {AI} Writing Assistance",
    author = "Lai, Vivian  and
      Bu{\c{c}}inca, Zana  and
      Kang, Hyeonsu B  and
      Houtti, Mo  and
      Akpinar, Nil-Jana  and
      Chian, Kevin  and
      Suh, Namjoon  and
      Williams, Alex C.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1622/",
    pages = "36866--36888",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nghiem-etal-2026-bias,
    title = "Bias in the Tails: How Name-conditioned Evaluative Framing in Resume Summaries Destabilizes {LLM}-based Hiring",
    author = "Nghiem, Huy  and
      Nguyen-Le, Phuong-Anh  and
      Ho, Sy-Tuyen  and
      Daum{\'e} III, Hal",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1623/",
    pages = "36889--36933",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bae-etal-2026-sand,
    title = "{SAND}: Subjective-Anticipation-Augmented News Recommendation via Dual-Pathway Distillation",
    author = "Bae, Hong-Kyun  and
      Jin, Zhenping  and
      Kim, Sang-Wook",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1624/",
    pages = "36934--36951",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sadhu-etal-2026-derelab,
    title = "{DERELAB}: Probing Defeasible Reasoning and Confirmation Bias in {LLM}s with a Generative Benchmark",
    author = "Sadhu, Jayanta  and
      Shahad, Sayem  and
      Marino, Kenneth",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1625/",
    pages = "36952--36985",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-hallucination,
    title = "The Hallucination Signal Is a Mean Shift: Why Simple Probes Suffice",
    author = "Lee, Jungseob  and
      Seo, Jaehyung  and
      Lim, Heuiseok",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1626/",
    pages = "36986--37004",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tang-etal-2026-deepchart,
    title = "{DEEPCHART}: How Far are {LLM}s from Faithful Data-Science Chart Generation?",
    author = "Tang, Jiahui  and
      Dong, Kuicai  and
      Li, Dexun  and
      Gu, Hongchao  and
      Yu, Haocheng  and
      Han, Wei  and
      Zhang, Chen  and
      Liu, Yong  and
      Wang, Hao  and
      Chen, Enhong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1627/",
    pages = "37005--37031",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-llms-trust,
    title = "Do {LLM}s Trust the Accuser or the Accusation? Measuring Belief Shifts in Werewolf",
    author = "Yang, Yu-Yu  and
      Wu, Ti-Rong  and
      Guei, Hung  and
      Chen, Hsing-Yu  and
      Wu, I-Chen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1628/",
    pages = "37032--37043",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{vasava-jiang-2026-beyond,
    title = "Beyond Scores: Understanding {LLM}-as-a-Judge Mechanisms in Summarization Evaluation",
    author = "Vasava, Himil  and
      Jiang, Ming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1629/",
    pages = "37044--37060",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hatch-etal-2026-charlotte,
    title = "{C}har{LOTTE}: Orthographic Correspondence-Based Data Unification Enhances Cross-Lingual Transfer in Low-Resource {NMT}",
    author = "Hatch, Brendan T.  and
      Bickel, Peter K.  and
      Ringger, Eric K.  and
      Richardson, Stephen D.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1630/",
    pages = "37061--37086",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-ipoe,
    title = "i{POE}: Interpretable Prompt Optimization via Explanations",
    author = "Li, Jiahui  and
      Menchaca Resendiz, Yarik  and
      Papay, Sean  and
      Klinger, Roman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1631/",
    pages = "37087--37109",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{el-naggar-etal-2026-typological,
    title = "Typological Alignment of Stack-Based Language Models on Mildly Context-Sensitive Artificial Languages",
    author = "El-Naggar, Nadine  and
      Kuribayashi, Tatsuki  and
      Briscoe, Ted",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1632/",
    pages = "37110--37123",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kervadec-etal-2026-tracing,
    title = "Tracing Computation Density in {LLM}s",
    author = "Kervadec, Corentin  and
      Lysova, Iuliia  and
      Macocco, Iuri  and
      Baroni, Marco  and
      Boleda, Gemma",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1633/",
    pages = "37124--37144",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-beyond-planning,
    title = "Beyond Planning: Sparse Context Reset for Long-Horizon {GUI} Agents",
    author = "Huang, Weiyao  and
      Wu, Xinye  and
      Liu, Zeming  and
      Shen, Xiaoyu  and
      Ma, Yunpu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1634/",
    pages = "37145--37163",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{choudhary-etal-2026-contextrouter,
    title = "{C}ontext{R}outer: Learning When to Use Context for Efficient {LLM} Machine Translation",
    author = "Choudhary, Ritvik  and
      Hida, Rem  and
      Sekiya, Toshiyuki",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1635/",
    pages = "37164--37183",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-vision,
    title = "Do Vision Language Models Understand Human Engagement in Games?",
    author = "Wang, Ziyi  and
      Guo, Qizan  and
      Singh, Rishitosh Kumar  and
      Hu, Xiyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1636/",
    pages = "37184--37201",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-agenttac,
    title = "{A}gent{TAC}: Mining Temporal Action-Context Error Patterns from Agent Traces",
    author = "Zhao, Chenchen  and
      Chen, Muxi  and
      Shu, Jianhai  and
      Zhang, Zhaohua  and
      Jiang, Wenyu  and
      Jiang, Tianwen  and
      Deng, Hexuan  and
      Zhu, Sa  and
      Yang, Haolin  and
      Zhu, Geyuan  and
      Yang, Cheng  and
      Xiao, Qiuyong  and
      Zhuo, Jianhuan  and
      Zhang, Jihong  and
      Xu, Qiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1637/",
    pages = "37202--37222",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-peribench,
    title = "{PERIBENCH}: A Protocol-Aware Benchmark for Dynamic Perioperative Risk Prediction from Numerical Models to Language Interfaces",
    author = "Zhao, Xiaohui  and
      Meng, Xiangyu  and
      Chi, Jinjin  and
      Jing, Yongcheng  and
      Wang, Yiming  and
      Zhan, Yibing  and
      Sun, Hang  and
      Tao, Dacheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1638/",
    pages = "37223--37248",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{qing-etal-2026-utilmem,
    title = "{UTILMEM}: Benchmarking Evidence Utilization in Long-Term Conversational Memory",
    author = "Qing, Peijun  and
      Shi, Fobo  and
      Vosoughi, Soroush",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1639/",
    pages = "37249--37272",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-future,
    title = "Is the Future Predictable? Modeling Future Predictability for Reliable Temporal Reasoning",
    author = "Huang, Yongyi  and
      Zhang, Huaping  and
      Cui, Wenyao  and
      Li, Qiuchi  and
      Li, Lei  and
      Zhang, Baohua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1640/",
    pages = "37273--37291",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bie-etal-2026-osprey,
    title = "Osprey: Target-agnostic Pre-training Makes Stronger Drafters in Speculative Decoding",
    author = "Bie, Fengxiang  and
      Jian, Yuqing  and
      Yu, Yifan  and
      Zhou, Zhongzhu  and
      Shao, Zelei  and
      Athiwaratkun, Ben  and
      Song, Shuaiwen Leon  and
      Xu, Chenfeng  and
      Wu, Xiaoxia  and
      Zhang, Tianyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1641/",
    pages = "37292--37312",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{duong-etal-2026-forget,
    title = "Forget Without Compromise: Nexus Sampling for Streaming {KV}-Cache Eviction Under Fixed Budgets",
    author = "Duong, Duc  and
      Le, Hoang Anh Duy  and
      Xie, Jianwen  and
      Shrivastava, Anshumali  and
      Xu, Zhaozhuo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1642/",
    pages = "37313--37334",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{edman-etal-2026-specialization,
    title = "From Specialization to Generalization: Instruction-tuned {LLM}s for Robust Harmful Content Mitigation",
    author = "Edman, Lukas  and
      Dementieva, Daryna  and
      Fraser, Alexander",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1643/",
    pages = "37335--37355",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-world,
    title = "World Models Meet Language Models: On the Complementarity of Concrete and Abstract Reasoning",
    author = "Zhou, Yucheng  and
      Tao, Wei  and
      Guo, Steven Y.  and
      Shen, Jianbing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1644/",
    pages = "37356--37383",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{toborek-etal-2026-disentangling,
    title = "Disentangling Curriculum Learning in {NLP}: Towards a Unifying Taxonomy",
    author = {Toborek, Vanessa  and
      Seiffarth, Florian  and
      M{\"u}ller, Sebastian  and
      Horvath, Tamas},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1645/",
    pages = "37384--37410",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mo-etal-2026-whats,
    title = "What{'}s in a Name? Morphological Shortcuts by {LLM}s in Pharmacology",
    author = "Mo, Kaijie  and
      Yang, Thomas  and
      Shaib, Chantal  and
      Yao, Qing  and
      Rudman, William  and
      Kouzy, Ramez  and
      Misra, Kanishka  and
      Wallace, Byron C  and
      Li, Junyi Jessy",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1646/",
    pages = "37411--37434",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nath-etal-2026-counter,
    title = "Counter with Evidence! A Multi-Agent Memory Efficient Reasoning Framework for Hate Category Informed Counterspeech Generation",
    author = "Nath, Sujoy  and
      Kumar, Aswini  and
      Chakraborty, Tanmoy",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1647/",
    pages = "37435--37458",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{farid-etal-2026-cpjudgebench,
    title = "{CPJ}udge{B}ench: Meta-Evaluation of {LLM} Judges for Constraint Programming through Solution-Space Semantics",
    author = "Farid, Nastaran Moradzadeh  and
      Taghizadeh, Alireza  and
      Di Noia, Tommaso  and
      Deldjoo, Yashar  and
      Shafiee, Sara",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1648/",
    pages = "37459--37478",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-adaptive,
    title = "Adaptive Boundaries: Context-Aware Detection for Synthetic Text",
    author = "Li, Haorong  and
      Ni, Ruitao  and
      Yang, Haihui  and
      Gao, Shiping  and
      Liu, Yang  and
      Quan, Xiaojun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1649/",
    pages = "37479--37498",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{aquilina-etal-2026-lost,
    title = "Lost in Delusion: Examining {LLM} Safety Under User Delusions and Distress",
    author = "Aquilina, Andrew  and
      Nihalani, Chetna  and
      Varadarajan, Vasudha  and
      Fishbein, Nathan S.  and
      Lin, Yu-Ru  and
      Sap, Maarten",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1650/",
    pages = "37499--37537",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{peng-etal-2026-large,
    title = "Large Reasoning Models Learn Better Alignment from Flawed Thinking",
    author = "Peng, ShengYun  and
      Chen, Pin-Yu  and
      Smith, Eric Michael  and
      Jiang, Song  and
      Zhan, Hongyuan  and
      Wang, Haozhu  and
      Pasupuleti, Mahesh  and
      Chau, Duen Horng  and
      Chi, Jianfeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1651/",
    pages = "37538--37566",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{song-liao-2026-proactiveengine,
    title = "{P}roactive{E}ngine: Proactive Learning with Lifelong Memory via World Models",
    author = "Song, Python  and
      Liao, Xiaoying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1652/",
    pages = "37567--37580",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jang-etal-2026-evaluating,
    title = "Evaluating Coding Agents on Kernel Exploit Generation",
    author = "Jang, Junyoung  and
      Lee, Gwanhyun  and
      Lee, Hwiwon  and
      Kim, Kyuheon  and
      Kim, Jongseong  and
      Jung, Jinho  and
      Zhang, Lingming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1653/",
    pages = "37581--37603",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-fully,
    title = "Fully Decoupled Reinforcement Learning with Adaptive Data Curation for {GUI} Agents",
    author = "Li, Pengxiang  and
      Zechenhu  and
      Shang, Zirui  and
      Wu, Jingrong  and
      Liu, Yang  and
      Liu, Hui  and
      Gao, Zhi  and
      Shi, Chenrui  and
      Zhang, Bofei  and
      Zhang, Zihao  and
      Shi, Xiaochuan  and
      YU, Zedong  and
      Wu, Yuwei  and
      Wu, Xinxiao  and
      Jia, Yunde  and
      Xiang, Liuyu  and
      He, Zhaofeng  and
      Li, Qing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1654/",
    pages = "37604--37633",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{velutharambath-etal-2026-crowdsourcing,
    title = "Can Crowdsourcing Survive the {LLM} Era? A Community Survey on Human Data Collection",
    author = "Velutharambath, Aswathy  and
      Falk, Neele  and
      Labat, Sofie  and
      Tater, Tarun  and
      Wuehrl, Amelie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1655/",
    pages = "37634--37654",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{choi-etal-2026-duquad,
    title = "{D}u{QUAD}: A Dual-View Framework with Quality-Aware Evidence Pruning for Multi-Document Question Answering",
    author = "Choi, Yeonjun  and
      Jeong, Seyeon  and
      Kim, Jong Wook  and
      Jang, Beakcheol",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1656/",
    pages = "37655--37675",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hajimiri-etal-2026-online,
    title = "Are Online Skill and Memory Modules Always Worth Their Tokens? A Budget-Constrained Study of Web Agents",
    author = "Hajimiri, Sina  and
      Aminbeidokhti, Masih  and
      Dolz, Jose  and
      Ayed, Ismail Ben  and
      Laradji, Issam H.  and
      Gella, Spandana  and
      Gontier, Nicolas",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1657/",
    pages = "37676--37693",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hong-etal-2026-r,
    title = "{R}-{IDEAL}: Reinforcing Insight-Driven Experience for Agent Learning",
    author = "Hong, Wentao  and
      Zhou, Xin  and
      Xu, Yukai  and
      Yu, Jianing  and
      Yang, Sheng  and
      Gao, Sheng  and
      Xu, Weiran",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1658/",
    pages = "37694--37708",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-lee-2026-quantifying,
    title = "Quantifying and Mitigating {K}orean Jamo-Level Typographical Vulnerabilities in Large Language Models",
    author = "Lee, Seojin  and
      Lee, Hwanhee",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1659/",
    pages = "37709--37726",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{siwen-etal-2026-smooth,
    title = "Smooth Operator: Smooth Verifiable Reward Activates Spatial Reasoning Ability of Vision-Language Model",
    author = "Siwen, Jiao  and
      Lv, Tianxiong  and
      Qian, Kangan  and
      Zhao, Chenxu  and
      Zhu, Xiuyuan  and
      Fang, Yangyi  and
      Li, Jinyu  and
      Liao, Zhihao  and
      Cai, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1660/",
    pages = "37727--37755",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{soumik-etal-2026-edits,
    title = "Edits in the Wild: A Multilingual Benchmark for Localizing On-Device Generative Image Edits on Consumer Platforms",
    author = "Soumik, Mohd. Farhan Israk  and
      Fime, Awal Ahmed  and
      Kankanamge, Malithi Mithsara Wanniarachchi  and
      Aryal, Arun Babu  and
      Haghighi, Hoda Joudi  and
      Koirala, Bibek  and
      Imteaj, Ahmed  and
      Shahid, Abdur R.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1661/",
    pages = "37756--37789",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jana-etal-2026-mitigating,
    title = "Mitigating Hallucination in Vision-Language Models through Barrier-Regulated Adaptive Closed-form Steering",
    author = "Jana, Soumyadeep  and
      Mittal, Pulkit  and
      Sanasam, Ranbir Singh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1662/",
    pages = "37790--37801",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ding-etal-2026-metonymic,
    title = "Metonymic Circuits for Abstract Concept Grounding in Vision Transformers",
    author = "Ding, Jing  and
      Ma, Ziqiao  and
      Mao, Jiayuan  and
      Chai, Joyce  and
      Shi, Freda",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1663/",
    pages = "37802--37842",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ma-etal-2026-proof,
    title = "Proof-of-Use: Mitigating tool-call hacking in Deep Research Agents",
    author = "Ma, Shengjie  and
      Deng, Chenlong  and
      Mao, Jiaxin  and
      Huang, Jiadeng  and
      Jiang, Xuhui  and
      Wang, Teng  and
      Wu, Junjie  and
      Zhang, Changwang  and
      Wang, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1664/",
    pages = "37843--37857",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gong-etal-2026-decent,
    title = "{DECENT}: Distribution-aware Prototypical Calibration with Fine-grained Voting for {VLM} Misclassification Detection",
    author = "Gong, Yijun  and
      Yang, Bohan  and
      Zhang, Zhi  and
      Qin, Yupeng  and
      Xing, Wenpeng  and
      Lin, Changting  and
      Han, Meng  and
      Qiao, Ziyue  and
      Luo, Xiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1665/",
    pages = "37858--37873",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hu-etal-2026-sever,
    title = "{S}e{V}e{R}: Selective Visual Exposure and Retrieval for 3{D} Medical Image Question Answering",
    author = "Hu, Yaojun  and
      Tu, Danyang  and
      Liu, Yang  and
      Zhang, Jiajin  and
      Fang, Wei  and
      Liu, Zhiqiang  and
      Dong, Chunlai  and
      Xia, Yingda  and
      Ying, Haochao  and
      Wu, Jian  and
      Zhang, Ling",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1666/",
    pages = "37874--37903",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-pro,
    title = "{PRO}-Step: Step-level Process Reward Optimization for Retrieval-Augmented Generation",
    author = "Kim, MinKeon  and
      Lee, Namjun  and
      Kim, Jaekwang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1667/",
    pages = "37904--37925",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zeng-etal-2026-illusion,
    title = "The Illusion of Expertise: Narrow Finetuning Induces Persistent Domain Priors in Vision-Language Models",
    author = "Zeng, Qinglin  and
      Zhang, Jusheng  and
      Huang, Jiangqi  and
      Liu, Ningyuan  and
      Xu, Luozhang  and
      Wang, Wenhao  and
      Wang, Keze",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1668/",
    pages = "37926--37947",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lei-etal-2026-webcompass,
    title = "{W}eb{C}ompass: Evaluating Multimodal Code Agents in Web Development from Vision, Instruction, and Interaction to Implementation",
    author = "Lei, Xinping  and
      Che, Xinyu  and
      Xiong, Junqi  and
      Zhang, Chenchen  and
      Huang, Yukai  and
      Zhou, Chenyu  and
      Huang, Haoyang  and
      Liu, Minghao  and
      Zhu, Letian  and
      Ye, Hongyi  and
      Deng, Ken  and
      Zhan, Zizheng  and
      Li, Han  and
      Yao, Yifan  and
      Sun, Ming  and
      Zhang, Zhaoxiang  and
      Liu, Jiaheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1669/",
    pages = "37948--37984",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dai-etal-2026-small,
    title = "Small {RL} Controller, Large Language Model: {RL}-Guided Adaptive Sampling for Test-Time Scaling",
    author = "Dai, Runpeng  and
      Zheng, Tong  and
      Liu, Rui  and
      Huang, Chengsong  and
      Zhu, Hongtu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1670/",
    pages = "37985--37999",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{piao-etal-2026-hybrid,
    title = "Hybrid Open-Ended Tri-Evolution Makes Better Deep Researcher",
    author = "Piao, Hongming  and
      Liu, Chi  and
      Chen, Mengzhuo  and
      Shu, Yan  and
      Wang, Xidong  and
      Li, Derek  and
      Wei, Ying  and
      Dai, Bryan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1671/",
    pages = "38000--38034",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{soos-etal-2026-knowledgegain,
    title = "{K}nowledge{G}ain: Evaluating and Optimizing Science News Generation for Reader Learning",
    author = "So{\'o}s, Dominik  and
      Jiang, Meng  and
      Wu, Jian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1672/",
    pages = "38035--38055",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tan-blanco-2026-negation,
    title = "Not all Negation Cues are Equal: Affixal Negations Yield Better Negation Understanding",
    author = "Tan, Tian  and
      Blanco, Eduardo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1673/",
    pages = "38056--38076",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nie-etal-2026-value,
    title = "From Value Conditioning to Behavioral Shift: Lightweight Value Alignment of {LLM}s",
    author = "Nie, Shangrui  and
      Mai, Florian  and
      Kacz{\'e}r, David  and
      Welch, Charles  and
      Zhao, Zhixue  and
      Flek, Lucie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1674/",
    pages = "38077--38103",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jin-etal-2026-tagpr,
    title = "{T}ag{PR}: Tag-Guided Process Supervision for Personalization Reasoning in Large Language Models",
    author = "Jin, Song  and
      Zhang, Juntian  and
      Lyu, Ruyu  and
      Liu, Yong  and
      Zhang, Xun  and
      Zhang, Yufei  and
      Jiang, Fei  and
      Yin, Guojun  and
      Lin, Wei  and
      Yan, Rui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1675/",
    pages = "38104--38127",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{schumacher-etal-2026-detecting,
    title = "Detecting {AI} Impostors: How Do Middle Schoolers Identify {LLM} Agents in a Live Collaborative Setting?",
    author = "Schumacher, Dan  and
      Rajarajan, Pragathi Durga  and
      Kotara, Haven  and
      Rendon, Roman  and
      Atupulazi, Kosi  and
      Tagare, Deepti  and
      Sanusi, Ismaila Temitayo  and
      Martin, Fred G.  and
      Rios, Anthony",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1676/",
    pages = "38128--38150",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{rozner-shain-2026-perturbation,
    title = "Perturbation: A simple and efficient adversarial tracer for representation learning in language models",
    author = "Rozner, Joshua  and
      Shain, Cory",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1677/",
    pages = "38151--38182",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guo-etal-2026-trustworthy,
    title = "Trustworthy Medical {LLM}s via {B}ayesian Belief Updating",
    author = "Guo, Mengyao  and
      Xie, Shufang  and
      Chen, Xiuying  and
      Li, Shuqi  and
      Jiang, Hao  and
      Du, Bo  and
      Yan, Rui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1678/",
    pages = "38183--38198",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{graichen-etal-2026-grammar,
    title = "The Grammar of Transformers: A Systematic Review of Interpretability Research on Syntactic Knowledge in Language Models",
    author = "Graichen, Nora  and
      de-Dios-Flores, Iria  and
      Boleda, Gemma",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1679/",
    pages = "38199--38240",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{luo-etal-2026-rasst,
    title = "{RASST}: Retrieval-Augmented Simultaneous Speech Translation",
    author = "Luo, Jiaxuan  and
      Ouyang, Siqi  and
      Xu, Jiaxing  and
      Li, Lei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1680/",
    pages = "38241--38260",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hirsch-etal-2026-agent,
    title = "Who is the Agent to Blame? Localizing Faithfulness and Citation Mistakes in Agentic Deep Research",
    author = "Hirsch, Eran  and
      Wan, David  and
      Wang, Han  and
      Stengel-Eskin, Elias  and
      Bansal, Mohit  and
      Dagan, Ido",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1681/",
    pages = "38261--38286",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yao-etal-2026-densemixer,
    title = "{D}ense{M}ixer: Improving {M}o{E} Post-Training via Precise Router Gradient",
    author = "Yao, Feng  and
      Cui, Junxia  and
      Zhang, Ruohan  and
      Liu, Liyuan  and
      Hao, Shibo  and
      Zhang, Li  and
      Dong, Chengyu  and
      Zhi, Churan  and
      Wang, Shuohang  and
      Shen, Yelong  and
      Gao, Jianfeng  and
      Shang, Jingbo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1682/",
    pages = "38287--38298",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hong-etal-2026-uxbench,
    title = "{UXB}ench: Benchmarking User Experience in {AI} Assistants",
    author = "Hong, Mengze  and
      Zeng, Xia  and
      Lei, Zeyang  and
      Wang, Sheng  and
      Zhang, Chen Jason  and
      Jiang, Di  and
      Fu, Taiming  and
      Huang, Jinfeng  and
      Liu, Mengqiao  and
      Chang, Qinghe  and
      Zou, Haosheng  and
      Zhou, Qiongyi  and
      He, Sijun  and
      Chen, Xiaoshuai  and
      Peng, Minlong  and
      Liang, Di",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1683/",
    pages = "38299--38316",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{deshpande-etal-2026-recap,
    title = "{RECAP}: Regression Evaluation for Continual Adaptation of Prompts",
    author = "Deshpande, Harsh  and
      Chawla, Kushal  and
      Cho, Sangwoo  and
      Campbell, William M.  and
      Sahu, Sambit",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1684/",
    pages = "38317--38331",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-self-evolving,
    title = "Self-Evolving Vision Language Models for Structured Visual Understanding",
    author = "Li, Zongxia  and
      Wu, Xiaomin  and
      Huang, Chengsong  and
      Du, Hongyang  and
      Wu, Xiyang  and
      Yu, Lantao  and
      He, Yicheng  and
      Liu, Zhichao  and
      Zhang, Jiarui  and
      Liu, Fuxiao  and
      Xie, Jing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1685/",
    pages = "38332--38347",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gritta-etal-2026-translatepsy,
    title = "{T}ranslate{P}sy-{A}fri{SLM}: High-Quality Data Scaling For Low-Resource Machine Translation",
    author = "Gritta, Milan  and
      Lambert, Patrik  and
      Back, Jihye  and
      Nazir, Amril",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1686/",
    pages = "38348--38375",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jeung-etal-2026-trajectory,
    title = "Same Trajectory, Contradictory Rewards ({R}obo{RMB}ench): Paraphrase Fragility in Vision Language Reward Models",
    author = "Jeung, Wonje  and
      Yoon, Sangyeon  and
      Hong, Hyesoo  and
      Cho, Yoonjun  and
      Jeon, Dongjae  and
      Kim, Bumjun  and
      Oh, Jean  and
      Yu, Youngjae  and
      No, Albert",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1687/",
    pages = "38376--38395",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lu-etal-2026-dsr,
    title = "{DSR}-{SQL}: Dual-Schema Reasoning for Text-to-{SQL} and {PI}-{MCE} Optimized Schema Linking",
    author = "Lu, Hu  and
      Li, Fanghao  and
      Han, Dongqi  and
      Zhang, Yao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1688/",
    pages = "38396--38410",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ram-etal-2026-consensus,
    title = "Consensus Drift: Semantic Salience Can Override Majority Evidence in {LLM} Aggregation",
    author = "Ram, Gokul Srinath Seetha  and
      Elavazhagan, Rashmi  and
      Vasudevan, Anirudh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1689/",
    pages = "38411--38428",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zheng-etal-2026-slideforge,
    title = "{S}lide{F}orge: Controllable Editing of Slides as Structured Artifacts",
    author = "Zheng, Haozhen  and
      Wang, Fulin  and
      Xiong, Tianhu  and
      Yu, YingJie  and
      Qian, Shengyi  and
      Yu, Hanchao  and
      Schwing, Alex  and
      Nahrstedt, Klara  and
      Wu, Mingyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1690/",
    pages = "38429--38471",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xie-etal-2026-dr3,
    title = "{DR}$^3$-Eval: Towards Realistic and Reproducible Deep Research Evaluation",
    author = "Xie, Qianqian  and
      Zhu, He  and
      Han, Xueming  and
      Xiong, Qingheng  and
      Xia, Tiantian  and
      Meng, Fanyu  and
      Wang, Jiakai  and
      Bai, Zhiqi  and
      Jiang, Chengkang  and
      Wang, Zhaohui  and
      Guo, Yubin  and
      Wen, Yuqing  and
      Mao, Jiayang  and
      Zhang, Zijie  and
      Li, Shihao  and
      Wang, Yanghai  and
      Ren, Yuxiang  and
      Feng, Junlan  and
      Liu, Jiaheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1691/",
    pages = "38472--38504",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wen-etal-2026-just,
    title = "Not Just the Destination, But the Journey: Reasoning Traces Causally Shape Generalization Behaviors",
    author = "Wen, Pengcheng  and
      Zhu, Yanxu  and
      Sun, Jiapeng  and
      Zhu, Han  and
      Zhou, Yujin  and
      Chan, Chi-Min  and
      Guo, Yike  and
      Han, Sirui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1692/",
    pages = "38505--38532",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-elastic,
    title = "Elastic Horizon: Discovering the Effective Interaction Frontier in Agentic Reinforcement Learning",
    author = "Zhang, Gangyi  and
      Meng, Junjie  and
      Zhang, Letian  and
      Wu, Wei  and
      Zheng, Yang  and
      Wang, Dong  and
      Liu, Yang  and
      Jiang, Guanjun  and
      Gao, Chongming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1693/",
    pages = "38533--38549",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{he-etal-2026-less,
    title = "Less is {M}o{E}: Trimming Experts in Domain-Specialist Language Models",
    author = "He, Haoze  and
      Zou, Xinkai  and
      Jiang, Xuan  and
      Ding, Xingyuan  and
      Qu, Ao  and
      Li, Juncheng B  and
      Miller, Heather",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1694/",
    pages = "38550--38582",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-moens-2026-cross,
    title = "Cross-lingual Representation Learning via Centroid Intervention Fusion",
    author = "Sun, Wei  and
      Moens, Marie-Francine",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1695/",
    pages = "38583--38599",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-triage,
    title = "{TRIAGE}: Label-Free Hateful Video Detection with Boundary Mapping and Resolution",
    author = "Chen, Junyi  and
      Liu, Qian  and
      Sun, Jing  and
      Zhang, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1696/",
    pages = "38600--38621",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gunturi-etal-2026-people,
    title = "How Do People Challenge Racial Stereotypes Online? Counter-Story Detection Across {R}eddit Communities",
    author = "Gunturi, Uma  and
      Mun, Jimin  and
      Sap, Maarten  and
      Antoniak, Maria",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1697/",
    pages = "38622--38649",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guo-etal-2026-segmentation,
    title = "Can Segmentation Models Understand the World? Proactive Affordance Reasoning via Vision-Grounded Chain-of-Thought",
    author = "Guo, Yuchen  and
      Gong, Junli  and
      Cai, Hongmin  and
      Cheung, Yiu-ming  and
      Su, Weifeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1698/",
    pages = "38650--38662",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{che-etal-2026-mitigating,
    title = "Mitigating Memory Interference in Lifelong Model Editing through Multi-Head Hopfield Retrieval",
    author = "Che, Yue  and
      Guoyi, Chen  and
      Deng, Xijian  and
      Wu, Yujie  and
      Cai, Jiang  and
      Ran, Xuming  and
      Xu, Mingkun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1699/",
    pages = "38663--38681",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sanyal-etal-2026-orgaccess,
    title = "{O}rg{A}ccess: A Benchmark for Role-Based Access Control in Organization Scale {LLM}s",
    author = "Sanyal, Debdeep  and
      Maharana, Umakanta  and
      Tan, Hong Ming  and
      Sinha, Yash  and
      Karande, Shirish  and
      Kankanhalli, Mohan  and
      Kumar, Dhruv  and
      Mandal, Murari",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1700/",
    pages = "38682--38735",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-cast,
    title = "Cast a Wider Net: Coordinated Pass@K Policy Optimization for Code Reasoning",
    author = "Li, Yilong  and
      Banerjee, Suman  and
      Che, Tong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1701/",
    pages = "38736--38761",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zaranis-etal-2026-well,
    title = "How Well Do Vision-Language Models Understand Movies?",
    author = "Zaranis, Emmanouil  and
      Farinhas, Ant{\'o}nio  and
      Santos, Saul  and
      Canaverde, Beatriz  and
      Ramos, Miguel Moura  and
      Mohammed, Wafaa  and
      Attanasio, Giuseppe  and
      Zerva, Chrysoula  and
      Sivakumaran, Nithin  and
      Yu, Shoubin  and
      Bueno-Benito, Elena  and
      Surikuchi, Aditya K  and
      Peters, Ben  and
      Sanchez Villegas, Danae  and
      Viveiros, Andre G.  and
      Vasylenko, Pavlo  and
      Liao, Baohao  and
      Sannigrahi, Sonal  and
      Yoon, Jaehong  and
      Stengel-Eskin, Elias  and
      Dimiccoli, Mariella  and
      Lanz, Oswald  and
      Suglia, Alessandro  and
      Bansal, Mohit  and
      Pezzelle, Sandro  and
      Frank, Stella  and
      Niculae, Vlad  and
      Elliott, Desmond  and
      Bernardi, Raffaella  and
      Fern{\'a}ndez, Raquel  and
      Martins, Andre",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1702/",
    pages = "38762--38801",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chattopadhyay-etal-2026-beyond,
    title = "Beyond Fresh Starts: Stateful Inference for Streaming {ASR} in Conversational Voice Agents",
    author = "Chattopadhyay, Sameep  and
      Erdmann, Alexander  and
      Ostendorf, Mari",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1703/",
    pages = "38802--38811",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dong-etal-2026-trace,
    title = "{TRACE}: Triplet Recovery via Arrowhead-Centric Extraction for Flowchart Understanding",
    author = "Dong, Daozhu  and
      Shi, Kaiwen  and
      Si, Dan  and
      Hao, Xiaoyu  and
      Liu, Tong  and
      Zhang, Wenjie  and
      Cheng, Gong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1704/",
    pages = "38812--38833",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ding-etal-2026-hyquant,
    title = "{H}y{Q}uant: Hybrid-Precision Quantization for {LLM} Attention",
    author = "Ding, Jiatong  and
      Xing, Bingxin  and
      Zhang, Yu  and
      Ding, Dian  and
      Yi, Xiaodong  and
      Ouyang, Xianbin  and
      Zhou, Fei Hu  and
      Zhang, Kun  and
      Guo, Zhenyu  and
      Pan, Hao  and
      Xue, Guangtao  and
      Zhang, Yiming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1705/",
    pages = "38834--38848",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sanyal-etal-2026-format,
    title = "Format Collapse in Policy Optimization for {LLM} Reasoning",
    author = "Sanyal, Debdeep  and
      Sharma, Aakash Sen  and
      Deshpande, Saurabh  and
      Kumar, Dhruv  and
      Mandal, Murari",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1706/",
    pages = "38849--38869",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{singh-etal-2026-adidhwani,
    title = "{A}di{D}hwani: Preservation-Oriented {ASR} for Endangered {B}hili and {M}undari Languages",
    author = "Singh, Pooja  and
      Shahid, M Kaab Bin  and
      Kumar, Sandeep",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1707/",
    pages = "38870--38910",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ma-wang-2026-tcd,
    title = "{TCD}: Empowering Zero-Shot Detection of {LLM}-Generated Text using Token Contextual Dependency",
    author = "Ma, Shihan  and
      Wang, Quan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1708/",
    pages = "38911--38926",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-learning-concepts,
    title = "Learning Concepts, Not Tokens: Self-Supervised Semantic Alignment for Language Models",
    author = "Zhang, Christine  and
      Jurafsky, Dan  and
      Shani, Chen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1709/",
    pages = "38927--38956",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-towards,
    title = "Towards Understanding Pause Token Fine-Tuning Dynamics: A Mode Retention Perspective",
    author = "Kim, Jaehyeon  and
      Kim, Suhwan  and
      Lee, Nakyung  and
      Kim, Yeongoon  and
      Seo, Jimin  and
      Lee, Giho  and
      Lee, Jungwoo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1710/",
    pages = "38957--38980",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guo-etal-2026-beyond-seeing,
    title = "Beyond Seeing: Evaluating Multimodal {LLM}s on Tool-Enabled Image Perception, Transformation, and Reasoning",
    author = "Guo, Xingang  and
      Tyagi, Utkarsh  and
      Gosai, Advait  and
      Vergara, Paula  and
      Park, Jayeon  and
      Montoya, Ernesto Gabriel Hern{\'a}ndez  and
      Zhang, Chen Bo Calvin  and
      Hu, Bin  and
      He, Yunzhong  and
      Liu, Bing  and
      Srinivasa, Rakshith Sharma",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1711/",
    pages = "38981--39048",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zou-etal-2026-lts,
    title = "{LTS}-{V}oice{A}gent: A Listen-Think-Speak Framework for Efficient Streaming Voice Interaction via Semantic Triggering and Incremental Reasoning",
    author = "Zou, Wenhao  and
      Miao, Yuwei  and
      Ma, Zhanyu  and
      Xu, Jun  and
      Gao, Jiuchong  and
      He, Renqing  and
      Xu, Jingwen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1712/",
    pages = "39049--39069",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-repetition,
    title = "Repetition Mismatch: Why Data Mixture Experiments Don{'}t Scale and How to Fix Them",
    author = "Zhou, Kevin  and
      Alazraki, Lisa  and
      Cao, Kris  and
      Rei, Marek",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1713/",
    pages = "39070--39088",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-less,
    title = "Less Uniform Discrete Diffusion is More Powerful and Scalable",
    author = "Wang, Kaibo  and
      Ding, Ding  and
      Ding, Fangyu  and
      Feng, Zijin  and
      Shi, Han  and
      Bai, Haoli  and
      Sun, Jiacheng  and
      Xiang, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1714/",
    pages = "39089--39109",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{singh-etal-2026-script-preprocessing,
    title = "Script Is Not Preprocessing: Tokenizer-Mediated Transfer in Endangered Language Machine Translation",
    author = "Singh, Pooja  and
      Chauhan, Saurabh  and
      Agnihotri, Nishant  and
      Kumar, Sandeep",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1715/",
    pages = "39110--39150",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-plans,
    title = "Plans You Can Check: Verifier-Grounded Learning of an Open-Weight Planner for Executable Video-Editing",
    author = "Wang, Haoyu  and
      Feng, Cheng  and
      Bian, Liuyang  and
      Huang, Ruiyang  and
      Wei, Lei  and
      Wen, Yafei  and
      Chen, Xiaoxin  and
      Tang, Xiaoying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1716/",
    pages = "39151--39174",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ravideshik-kejriwal-2026-reliability,
    title = "Reliability of {LLM} Judges for Evaluating Entity Alignment",
    author = "Ravideshik, Vaibhava Lakshmi  and
      Kejriwal, Mayank",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1717/",
    pages = "39175--39200",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{askari-etal-2026-sensitivity,
    title = "Does Sensitivity to Pragmatic Norms Emerge with More Parameters, More Data, or More Conversations?",
    author = "Askari, Raha  and
      Sieker, Judith  and
      Basile, Valerio  and
      Zarrie{\ss}, Sina",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1718/",
    pages = "39201--39216",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-prism,
    title = "{PRISM} Edit: One Vector for All Temporal Answers",
    author = "Huang, Chen  and
      Zheng, Qi  and
      Zhengruiqin  and
      Zeng, Long  and
      Xu, Yuantong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1719/",
    pages = "39217--39235",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{eletter-etal-2026-trust,
    title = "Trust Before Fusion: {QIMG}-7 and Source-Aware Resolution for Polluted Multimodal {RAG}",
    author = "Eletter, Saadeldine  and
      Aijaz, Owais  and
      Nakov, Preslav",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1720/",
    pages = "39236--39261",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dotlacil-takmaz-2026-energy,
    title = "Energy-Based Transformers as Predictors of Reading Difficulty",
    author = "Dotlacil, Jakub  and
      Takmaz, Ece",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1721/",
    pages = "39262--39278",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fu-etal-2026-llms,
    title = "{LLM}s Learn Better In-Context from Rules than from Examples",
    author = "Fu, Xiang  and
      Cho, Seungmin  and
      Lee, Yukyung  and
      Kim, Najoung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1722/",
    pages = "39279--39313",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mamo-etal-2026-salt,
    title = "{SALT}: Salience-Aware Lexical Trie for Long-Context Compression",
    author = "Mamo, Oteo  and
      Yi, Hyunjin  and
      Choudhury, Joydhriti  and
      Gao, Shangqian  and
      Yu, Weikuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1723/",
    pages = "39314--39331",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-apples,
    title = "Apples to Apples? Towards Comparable Crosslingual Language Model Evaluation",
    author = "Yang, Xiulin  and
      Wilcox, Ethan Gotlieb  and
      Arnett, Catherine",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1724/",
    pages = "39332--39351",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shan-etal-2026-ai,
    title = "{AI} Writers Have a Consistent Stylometric Footprint, but {AI} Editors Do Not",
    author = "Shan, Zhengyang  and
      Lee, Yukyung  and
      Hao, Sophie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1725/",
    pages = "39352--39376",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kahana-etal-2026-discovering,
    title = "Discovering Hidden Gems in Model Repositories",
    author = "Kahana, Jonathan  and
      Horwitz, Eliahu  and
      Hoshen, Yedid",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1726/",
    pages = "39377--39396",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hacker-bar-2026-saying,
    title = "Saying vs. Seeing: Evaluating {LLM} Conflict Awareness and Resolution Preference under Latent Claim-Evidence Disagreement",
    author = "Hacker, Daniel  and
      Bar, Kfir",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1727/",
    pages = "39397--39423",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{palit-etal-2026-linear,
    title = "How Do Linear Probes Emerge? A Circuit-Tracing Framework with Concept-Targeted Attribution",
    author = {Palit, Vedant  and
      Draye, Florent  and
      Zhang, Terry Jingchen  and
      Sch{\"o}lkopf, Bernhard  and
      Jin, Zhijing},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1728/",
    pages = "39424--39454",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-expressions,
    title = "From Expressions to Needs: Hierarchical Interpretive Reasoning for Emotional Support Conversation",
    author = "Zhang, Xinjie  and
      Fan, Haotian  and
      Huang, Zhaopei  and
      Ren, Shujie  and
      Wang, Wenxuan  and
      Jin, Qin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1729/",
    pages = "39455--39487",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dimino-etal-2026-risk,
    title = "Risk-Adjusted Harm Scoring for Automated Red Teaming of {LLM}s in Financial Services",
    author = "Dimino, Fabrizio  and
      Sarmah, Bhaskarjit  and
      Pasquali, Stefano",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1730/",
    pages = "39488--39507",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mahata-etal-2026-midr,
    title = "{MIDR}: Enrichment-Augmented Indexing for Multimodal Document Retrieval",
    author = "Mahata, Debanjan  and
      Tendle, Atharva  and
      Preotiuc-Pietro, Daniel  and
      Zhuang, Yong  and
      Irsoy, Ozan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1731/",
    pages = "39508--39530",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-unmasking,
    title = "Unmasking Superficial Honesty: Mechanistic Head-Driven Activation Steering for Sycophancy-Free Medical {VLM}s",
    author = "Zhang, Mengliang  and
      Challa, Prajwal  and
      Gao, Wentao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1732/",
    pages = "39531--39544",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lu-etal-2026-persona,
    title = "Can Persona-Conditioned Language Agents Simulate Counterfactual Online Discourse Dynamics?",
    author = "Lu, Zhixiang  and
      Zheng, Botao  and
      Deng, Xueyuan  and
      Zhang, Chong  and
      Hu, Peiyu  and
      Zhou, Mian  and
      Su, Jionglong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1733/",
    pages = "39545--39562",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-multi-agent-evolve,
    title = "Multi-Agent Evolve: {LLM} Self-Improve through Co-evolution",
    author = "Chen, Yixing  and
      Wang, Yiding  and
      Zhu, Siqi  and
      Xu, Weixian  and
      Yu, Haofei  and
      Feng, Tao  and
      Zhang, Muhan  and
      Patwary, Mostofa  and
      You, Jiaxuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1734/",
    pages = "39563--39593",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{rajib-etal-2026-learning,
    title = "Learning What to Retain: Gated-Memory Routing for Efficient Collaboration in Multi-Agent {LLM} Systems",
    author = "Rajib, Rakibul Hasan  and
      Zheng, Mengxin  and
      Lou, Qian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1735/",
    pages = "39594--39611",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{vast-etal-2026-mice,
    title = "{MICE}: Minimal Interaction Cross-Encoders for efficient Re-ranking",
    author = "Vast, Mathias  and
      Morand, Victor  and
      Mothe, Josiane  and
      Piwowarski, Benjamin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1736/",
    pages = "39612--39628",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-grounded,
    title = "Grounded Token Initialization for New Vocabulary in {LM}s for Generative Recommendation",
    author = "Chen, Daiwei  and
      Fu, Zhoutong  and
      Jiang, Chengming  and
      Zhang, Haichao  and
      Zhou, Ran  and
      Wang, Tan  and
      Yao, Chunnan  and
      Li, Guoyao  and
      Cai, Rui  and
      Cao, Yihan  and
      Jiang, Ruijie  and
      Borisyuk, Fedor  and
      Shen, Jianqiang  and
      Wu, Jingwei  and
      Vinayak, Ramya Korlakai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1737/",
    pages = "39629--39644",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ko-etal-2026-direct,
    title = "Direct Diversity Optimization for Diverse Successful Trajectories in Preference Post-Training",
    author = "Ko, Junwon  and
      Lee, Dong-Jae  and
      Kwon, Minchan  and
      Baek, Sunghyun  and
      Kim, Junmo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1738/",
    pages = "39645--39663",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{roy-etal-2026-strongly,
    title = "``{I} Strongly Suspect This Website Is a Scam'': Benchmarking {PII} Leakage and Detection without Defense in Autonomous Web Agents",
    author = "Roy, Soham  and
      Halder, Sarthakbrata  and
      Bharaty, Arya  and
      Bhaskar, Vaibhav  and
      Sinha, Yash  and
      Kumar, Dhruv  and
      Panda, Srikant  and
      Mandal, Murari",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1739/",
    pages = "39664--39688",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-typological,
    title = "Typological Feature Prediction with Large Language Models: An In-Context Learning Approach",
    author = "Wang, Qianwen  and
      Ng, York Hay  and
      Khan, Aditya  and
      Lee, En-Shiun Annie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1740/",
    pages = "39689--39704",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-lpfqa,
    title = "{LPFQA}: A Long-Tail Professional Forum-based Benchmark for {LLM} Evaluation",
    author = "Zhu, Liya  and
      Cong, Peizhuang  and
      Ding, Jingzhe  and
      Ji, Aowei  and
      Wu, Wenya  and
      Hou, Jiani  and
      Wu, Chunjie  and
      Gao, Xiang  and
      Liu, Jingkai  and
      Huan, Zhou  and
      Sun, XueLei  and
      Yang, Yang  and
      Jiao, Jianpeng  and
      HU, Liang  and
      Chen, Xinjie  and
      Liu, Jiashuo  and
      Yang, Tong  and
      Wang, Zaiyuan  and
      Zhang, Ge  and
      Huang, Wenhao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1741/",
    pages = "39705--39726",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sheth-etal-2026-cross,
    title = "Cross-Lingual {LLM}-Judge Transfer via Evaluation Decomposition",
    author = "Sheth, Ivaxi  and
      Jonke, Zeno  and
      Mantrach, Amin  and
      Mansour, Saab",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1742/",
    pages = "39727--39745",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bafna-etal-2026-rashid,
    title = "Rashid: A Cipher-Based Framework for Exploring In-Context Language Learning",
    author = "Bafna, Niyati  and
      Shim, Ryan Soh-Eun  and
      Plank, Barbara  and
      Yarowsky, David  and
      Sirin, Hale",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1743/",
    pages = "39746--39783",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{takatsuki-etal-2026-mllms,
    title = "(How) Do {MLLM}s Report Bistable Images Like Humans?",
    author = "Takatsuki, Ryota  and
      Doi, Tomoki  and
      Watahiki, Amane  and
      Seth, Anil K  and
      Yanaka, Hitomi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1744/",
    pages = "39784--39814",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-stable,
    title = "Stable Adaptive Thinking via Advantage Shaping and Length-Aware Gradient Regulation",
    author = "Xu, Zihang  and
      Xie, Haozhi  and
      Miao, Ziqi  and
      Qian, Chen  and
      Li, Lijun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1745/",
    pages = "39815--39833",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fan-etal-2026-tinted,
    title = "Tinted Frames: Question Framing Blinds Vision-Language Models",
    author = "Fan, Wan-Cyuan  and
      Luo, Jiayun  and
      Kutscher, Declan  and
      Sigal, Leonid  and
      Gupta, Ritwik",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1746/",
    pages = "39834--39859",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{marin-llobet-etal-2026-vision,
    title = "Vision-Language Models Suppress Female Representations Under Ambiguous Input",
    author = "Marin-Llobet, Arnau  and
      Henniger, Simon  and
      Banaji, Mahzarin R.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1747/",
    pages = "39860--39878",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{oroojlooy-patel-2026-one,
    title = "No One Model Catches Every Harm: Benchmarking Content Moderation Across Safety Scenarios",
    author = "Oroojlooy, Afshin  and
      Patel, Hitesh Laxmichand",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1748/",
    pages = "39879--39903",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{rulli-etal-2026-subliminal,
    title = "Subliminal Clocks: Latent Time Modelling in Diffusion Language Models",
    author = "Rulli, Maximo  and
      Fontanari, Thomas V.  and
      Petruzzi, Simone  and
      Alvetreti, Federico  and
      Strano, Giorgio  and
      Crisostomi, Donato  and
      Nikolaou, Giorgos  and
      Mencattini, Tommaso  and
      Santilli, Andrea  and
      Rodol{\`a}, Emanuele  and
      Scardapane, Simone  and
      Devoto, Alessio",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1749/",
    pages = "39904--39927",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-moplex,
    title = "{M}o{PLE}x: Estimating Plackett-Luce Mixture Models for Multi-Objective Alignment",
    author = "Li, Dongyue  and
      Zhang, Ziniu  and
      Wang, Lu  and
      Zhang, Hongyang R.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1750/",
    pages = "39928--39946",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-zhu-2026-hsrm,
    title = "{HSRM}: Hidden-State Reward Models for Test-Time Verification",
    author = "Li, Xianzhi  and
      Zhu, Xiaodan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1751/",
    pages = "39947--39962",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{richardson-etal-2026-token,
    title = "From Token Probabilities to Semantic Constraints: Towards Declarative Probabilistic Evaluation of Language Models",
    author = "Richardson, Kyle  and
      Anderson, Cullen  and
      Balakrishnan, Pranav  and
      Ban, Takuto  and
      Ladia, Daksha  and
      Gupta, Ankita  and
      Hudspeth, Marisa",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1752/",
    pages = "39963--39982",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{an-etal-2026-lumina,
    title = "{LUMINA}: {L}ongit{U}dinal {M}ult{I}modal reaso{N}ing Agent for Medical Imaging",
    author = "An, Zhaoqi  and
      Xie, Yunchang  and
      Yu, Xiaobing  and
      Yang, Yuyi  and
      Chowdhury, Ahmad  and
      Qiu, Peijie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1753/",
    pages = "39983--40006",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-masked,
    title = "The Masked Advantage: Uncovering Local-Language Access to Cultural Knowledge in {LLM}s",
    author = "Zhang, Yang  and
      Fei, Xiao  and
      Mohamed, Amr  and
      Carneiro, Sarah Almeida  and
      Konomi, Mersin  and
      Geng, Mingmeng  and
      Asaad, Ahmed  and
      Shang, Guokan  and
      Vazirgiannis, Michalis",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1754/",
    pages = "40007--40023",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{diddee-etal-2026-benchbrowser,
    title = "{B}ench{B}rowser: Retrieving Evidence for Evaluating Benchmark Validity",
    author = "Diddee, Harshita  and
      Yauney, Gregory  and
      Swayamdipta, Swabha  and
      Ippolito, Daphne",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1755/",
    pages = "40024--40053",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{feng-etal-2026-childvox,
    title = "{C}hild{V}ox: A Speech, Audio, and Large Audio-Language Model Benchmark in Understanding and Characterizing Sound across Childhood",
    author = "Feng, Tiantian  and
      Xu, Anfeng  and
      Shi, Xuan  and
      Kommineni, Aditya  and
      Siam, Shakhrul Iman  and
      Micheletti, Megan  and
      Shi, Zhonghao  and
      Tager-Flusberg, Helen  and
      Zhang, Mi  and
      Perry, Lynn K  and
      Lord, Catherine  and
      Messinger, Daniel  and
      Narayanan, Shrikanth",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1756/",
    pages = "40054--40072",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{syed-yasaei-2026-payload,
    title = "Same Payload, Different Channel: Measuring Trust Asymmetry in Tool-Using Language Models",
    author = "Syed, Mohammed Sameer  and
      Yasaei, Rozhin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1757/",
    pages = "40073--40087",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{patel-etal-2026-bias,
    title = "Bias Before Disclosure: A Behavioral Audit of {LLM} Assistants Under User-Identity Uncertainty",
    author = "Patel, Hitesh Laxmichand  and
      Panda, Srikant  and
      Agarwal, Amit  and
      Kumar, Tejaswini  and
      Kumar, Bhargava  and
      Dua, Karan  and
      Singh, Jyotika  and
      Rafi, Taki Hasan  and
      Bangera, Mithil  and
      Bangera, Yeshil  and
      Vadithya, Gouthami",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1758/",
    pages = "40088--40119",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-pfister-2026-avert,
    title = "{AVERT}: Audio-Verified Adjudication for Spoken Dialogue State Tracking",
    author = "Lee, Chunggi  and
      Pfister, Hanspeter",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1759/",
    pages = "40120--40130",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{han-etal-2026-pararater,
    title = "{P}ara{R}ater: Enhancing Cross-Lingual Transfer in {LLM}s with Meta-Learning",
    author = "Han, Wenhan  and
      Liu, Binbin  and
      Chen, Zhixun  and
      Zhang, Yifan  and
      Pechenizkiy, Mykola  and
      Fang, Meng  and
      Zheng, Yin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1760/",
    pages = "40131--40144",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{min-etal-2026-using,
    title = "Using Prosody to Predict Syntactic Structure",
    author = "Min, Junghyun  and
      Warstadt, Alex  and
      Regev, Tamar I  and
      Pimentel, Tiago  and
      Wilcox, Ethan Gotlieb",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1761/",
    pages = "40145--40159",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hossen-etal-2026-gnn,
    title = "{GNN}-{CB}: A Graph Neural Network Competition Benchmark for Human and {LLM} Evaluation",
    author = "Hossen, Murad  and
      Selim, Tasneem  and
      Gamgam, Gurur  and
      Yousif, Tuga  and
      Kasmi, Abderrahmane  and
      Aissiou, Ikram  and
      Onipede, Mubaraq  and
      Butt, Faran Taimoor  and
      Zrigui, Sanae  and
      Paccotacya-Yanque, Rosa Y. G.  and
      Balayo, Ignatius  and
      Elhouiti, Ikram  and
      Affes, Hadil  and
      Adhikari, Bijay  and
      Goyal, Sargam  and
      Isah, Muhammad Ibrahim  and
      Bhat, Mohammad Idrees  and
      Matia, Samuel Kangoni  and
      Kadzue, Peguy Kem-Meka Tiotsop  and
      Trabelsi, Maha  and
      Owusu, Emmanuel  and
      Vinit  and
      Majdoub, Nour  and
      Alemnew, Tamiru  and
      Rekik, Islem",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1762/",
    pages = "40160--40188",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kodandaram-etal-2026-yet,
    title = "Are We There Yet? Assessing Computer-Use Agents for Blind Users' Accessible Interaction with Desktop Applications",
    author = "Kodandaram, Satwik Ram  and
      Reddy, Monalika Padma  and
      Bi, Xiaojun  and
      Zhou, Jiawei  and
      Ramakrishnan, I.  and
      Ashok, Vikas",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1763/",
    pages = "40189--40209",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nahid-rafiei-2026-prism,
    title = "{PRISM}: Agentic Retrieval with {LLM}s for Multi-Hop Question Answering",
    author = "Nahid, Md Mahadi Hasan  and
      Rafiei, Davood",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1764/",
    pages = "40210--40230",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{martin-etal-2026-seeing,
    title = "Seeing Through the {M}i{RAGE}: Evaluating Multimodal Retrieval Augmented Generation",
    author = "Martin, Alexander  and
      Walden, William Gantt  and
      Kriz, Reno  and
      Zhang, Dengjia  and
      Sanders, Kate  and
      Yang, Eugene  and
      Jin, Chihsheng  and
      Van Durme, Benjamin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1765/",
    pages = "40231--40254",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mittal-etal-2026-litmus,
    title = "Litmus (Re)Agent: A Benchmark and Agentic System for Predictive Evaluation of Multilingual Models",
    author = "Mittal, Avni  and
      Kumar, Shanu  and
      Dandapat, Sandipan  and
      Choudhury, Monojit",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1766/",
    pages = "40255--40282",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guzman-olivares-etal-2026-span,
    title = "Span-Based Reasoning with Anonymous Knowledge Graphs",
    author = "Guzman Olivares, Daniel  and
      Quijano, Lara  and
      Liberatore, Federico",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1767/",
    pages = "40283--40303",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nguyen-etal-2026-predicting,
    title = "Predicting Long-Term Conversational Skill Development in Mental-Health Crisis Counselors",
    author = "Nguyen, Vivian  and
      Lee, Lillian  and
      Olson, Elizabeth A.  and
      Danescu-Niculescu-Mizil, Cristian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1768/",
    pages = "40304--40321",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{le-thielscher-2026-emolasp,
    title = "{E}mo{LASP}: Emotion Recognition with Language Models and Answer Set Programming",
    author = "Le, Thao  and
      Thielscher, Michael",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1769/",
    pages = "40322--40334",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{he-etal-2026-vgi,
    title = "{VGI}-Bench: Probing Visual Intelligence in Video Generation Models",
    author = "He, Xuan  and
      Wei, Cong  and
      Cheng, Yuhao  and
      Ma, Linrui  and
      Zhang, Yuxuan  and
      Li, Zuojun  and
      Wen, Yuhao  and
      Jiang, Jize  and
      Liu, Zeyi  and
      Hao, Yuren  and
      Cai, Songcheng  and
      Wu, Keming  and
      Du, Penghui  and
      Zou, Kai  and
      Yang, Rui  and
      Sun, Chenkai  and
      Yang, Ke  and
      Nie, Ping  and
      Allen, Kelsey R  and
      Wang, Chenglong  and
      Galley, Michel  and
      Gao, Jianfeng  and
      Zhai, ChengXiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1770/",
    pages = "40335--40371",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sayed-etal-2026-anatomy,
    title = "The Anatomy of an {ASR} Hallucination",
    author = "Sayed, Hamees  and
      Singh, Apoorv  and
      Aman, Kumar  and
      Mandloi, Akshat",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1771/",
    pages = "40372--40385",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-etal-2026-fides,
    title = "{FIDES}: Faithful Inference via Deep Evidence Signals for Retrieval-Memory Conflict in {RAG}",
    author = "Yu, Zhe  and
      Xing, Wenpeng  and
      Zhao, Tiancheng  and
      Li, Mohan  and
      Lin, Changting  and
      Han, Meng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1772/",
    pages = "40386--40405",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zagitov-etal-2026-harp,
    title = "{HARP}: {H}adamard-Preconditioned Adaptive Rotation Processor for Extreme {LLM} Quantization",
    author = "Zagitov, Artur  and
      Molodtsov, Gleb  and
      Beznosikov, Aleksandr",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1773/",
    pages = "40406--40427",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{deng-etal-2026-unique,
    title = "{UNIQUE}: Universal Top-k Sparse Attention for Training-free Inference and Sparsity-aware Training",
    author = "Deng, Keqi  and
      Ling, Shaoshi  and
      Fan, Ruchao  and
      Li, Jinyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1774/",
    pages = "40428--40440",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guo-etal-2026-qtea,
    title = "{QTEA}: Ternary {LLM}s with Sparse Residual Salient Weight and By-Column Optimization",
    author = "Guo, Yipin  and
      Fu, Jie  and
      George, Arun M  and
      Mahmoud, Tareq  and
      Joshi, Siddharth",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1775/",
    pages = "40441--40453",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cheung-etal-2026-conformal,
    title = "Conformal Certification of Reasoning Trace Prefixes",
    author = "Cheung, Matt Y.  and
      Veeraraghavan, Ashok  and
      Chen, Hanjie  and
      Balakrishnan, Guha",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1776/",
    pages = "40454--40481",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{joshi-etal-2026-mabpd,
    title = "{MABPD}: Multi-Agent Bias Probing {\&} Detection via Structured Argument Debate",
    author = "Joshi, Garvit  and
      Dhyani, Stavya  and
      Jasmine  and
      Chauhan, Arun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1777/",
    pages = "40482--40501",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ding-etal-2026-breaking,
    title = "Breaking the Likelihood Trap: Variance-Calibrated Modulation for Large Language Model Decoding",
    author = "Ding, Yuanhao  and
      Li, Meimingwei  and
      Garces Arias, Esteban  and
      A{\ss}enmacher, Matthias  and
      Heumann, Christian  and
      Zhang, Chongsheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1778/",
    pages = "40502--40528",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yadav-etal-2026-dialtom,
    title = "{D}ial{T}o{M}: A Theory of Mind Benchmark for Forecasting State-Driven Dialogue Trajectories",
    author = "Yadav, Neemesh  and
      Achananuparp, Palakorn  and
      Jiang, Jing  and
      Lim, Ee-Peng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1779/",
    pages = "40529--40560",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-yang-2026-consistency,
    title = "The Consistency Illusion: How Multi-Agent Debate Hides Reasoning Misalignment",
    author = "Wang, Xiaoyang  and
      Yang, Christopher",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1780/",
    pages = "40561--40581",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hou-etal-2026-role,
    title = "On the Role of Citations in Preference Data",
    author = "Hou, Yu  and
      Daum{\'e} III, Hal  and
      Rudinger, Rachel  and
      Walden, William Gantt",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1781/",
    pages = "40582--40599",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kachaev-etal-2026-vla,
    title = "Does {VLA} Even Know the Basics? Limitations in Commonsense and World Knowledge of {VLA} Models",
    author = "Kachaev, Nikita  and
      Moskalenko, Andrey  and
      Skripkin, Matvey  and
      Kurlaev, Nikita  and
      Pugacheva, Daria  and
      Burlova, Albina  and
      Kolosov, Mikhail  and
      Shepelev, Denis  and
      Kuznetsov, Andrey  and
      Tutubalina, Elena  and
      Panov, Aleksandr  and
      Kovalev, Alexey  and
      Shakhuro, Vlad",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1782/",
    pages = "40600--40621",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wei-etal-2026-equity,
    title = "Equity with Efficiency: An Empirical Study of Tokenizers for Multilingual Large Language Models",
    author = "Wei, Kieron Seven Lee Jun  and
      Qorib, Muhammad Reza  and
      Soegeng, Andrew Ivan  and
      Ng, Hwee Tou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1783/",
    pages = "40622--40636",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{he-etal-2026-value,
    title = "Do Value Vectors in Deep Layers Need Context from the Residual Stream?",
    author = "He, Muyu  and
      Liu, Yuchen  and
      Huang, Qingya  and
      Zhang, Li",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1784/",
    pages = "40637--40650",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{na-etal-2026-dynamic,
    title = "Dynamic Context Allocation for Concurrent Multi-Agent {LLM}s",
    author = "Na, Junho  and
      Matsunaga, Daiki E.  and
      Koh, Nam Ho  and
      Lee, Jongmin  and
      Poupart, Pascal  and
      Kim, Kee-Eung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1785/",
    pages = "40651--40683",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zheng-etal-2026-model-editing,
    title = "Model Editing for Targeted Translation Error Repair",
    author = "Zheng, Danna  and
      Liu, Yang  and
      Liu, Zhu  and
      Bhat, Vimal  and
      Aggarwal, Manoj  and
      Medioni, Gerard  and
      Sadoughi, Najmeh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1786/",
    pages = "40684--40717",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{qiu-jialingan-2026-tokendecouple,
    title = "{T}oken{D}ecouple: Frequency-aware Token Merging and Pyramidal Text Decay",
    author = "Qiu, Xin  and
      Jialingan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1787/",
    pages = "40718--40741",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{he-etal-2026-beyond,
    title = "Beyond Referring Expressions: Scenario Comprehension Visual Grounding",
    author = "He, Ruozhen  and
      Shah, Nisarg A  and
      Dong, Qihua  and
      Xiao, Zilin  and
      Koo, Jaywon  and
      Ordonez, Vicente",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1788/",
    pages = "40742--40762",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-jiang-2026-agentsocialbench,
    title = "{A}gent{S}ocial{B}ench: Evaluating Privacy Risks in Human-Centered Agentic Social Networks",
    author = "Wang, Prince Zizhuang  and
      Jiang, Shuli",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1789/",
    pages = "40763--40785",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gadgil-etal-2026-steer,
    title = "Where to Steer: Input-Dependent Layer Selection for Steering Improves {LLM} Alignment",
    author = "Gadgil, Soham  and
      Lin, Chris  and
      Lee, Su-In",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1790/",
    pages = "40786--40817",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shodiev-etal-2026-vla,
    title = "{VLA} Grounder: Language-Conditioning Space Optimization for Black-Box {VLA} Models",
    author = "Shodiev, Damir  and
      Kachaev, Nikita  and
      Kovalev, Alexey  and
      Panov, Aleksandr  and
      Staroverov, Aleksei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1791/",
    pages = "40818--40833",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hariprasad-etal-2026-structure,
    title = "When Structure Is Hidden: Measuring and Diagnosing the Compositional Gap in {LLM}s",
    author = "Hariprasad, Shravani  and
      Mohammed, Mohsin Ali  and
      Jain, Vinija  and
      Chadha, Aman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1792/",
    pages = "40834--40849",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{an-etal-2026-talk,
    title = "Talk in Pieces, See in Whole: Disentangled and Hierarchical Representation Learning in Language-based Object Detection",
    author = "An, Sojung  and
      Park, Kwanyong  and
      Lee, Yong Jae  and
      Kim, Donghyun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1793/",
    pages = "40850--40874",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cho-etal-2026-single,
    title = "Are Single-Token Sparse Autoencoder Features Causally Necessary? Layer-Depth and {SAE}-Family Effects",
    author = "Cho, Seonglae  and
      Wu, Zekun  and
      Da Costa, Kleyton  and
      Kalra, Rishi  and
      Wicaksono, Ilham  and
      Koshiyama, Adriano",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1794/",
    pages = "40875--40897",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cao-etal-2026-scar,
    title = "{SCAR}: Shapley Credit Assignment for More Efficient {RLHF}",
    author = "Cao, Meng  and
      Zhang, Shuyuan  and
      Chang, Xiao-Wen  and
      Precup, Doina",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1795/",
    pages = "40898--40915",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{pramanik-etal-2026-drift,
    title = "Drift No More: Spectral Locking for Long-Horizon Open-Weight Multi-Agent {AI}",
    author = "Pramanik, Vishal  and
      Maliha, Maisha  and
      Jha, Susmit  and
      Jha, Sumit Kumar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1796/",
    pages = "40916--40947",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tyagi-etal-2026-lost,
    title = "Lost in Speech: Benchmarking, Evaluation, and Parsing of Spoken Bilingual Conversational Language Beyond Standard {UD} Assumptions",
    author = "Tyagi, Nemika  and
      Kellert, Olga  and
      Hendrix, Holly  and
      Licona-Guevara, Nelvin  and
      Mackie, Justin  and
      Kareen, Phanos  and
      Smith, Megan Michelle  and
      Hernandez, Tatiana Gallego  and
      Harish, Samhitha  and
      Baral, Chitta",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1797/",
    pages = "40948--40965",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kunle-john-etal-2026-pubmedcausal,
    title = "{P}ub{M}ed{C}ausal: A Span-Level Annotated Corpus for Causal Relation Extraction in Biomedical Text",
    author = "Kunle-John, Ifeoluwa Oluwatosin  and
      Josiah, Paul  and
      Agbaakin, Oluwatosin  and
      Aina, Peter Olusegun  and
      Odezuligbo, Ikenna  and
      Anuyah, Sydney",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1798/",
    pages = "40966--40997",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lin-etal-2026-groundhog,
    title = "Groundhog Bit-Flip Attack: Seeding Infinite Generation Loops in Mixture-of-Experts {LLM}s through Bit Flips",
    author = "Lin, Huakang  and
      Zheng, Tiancheng  and
      Sun, Mingxuan  and
      Xu, Tianhong  and
      Fei, Yunsi  and
      Zhang, Fan Terry  and
      Ding, Ruyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1799/",
    pages = "40998--41012",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dinushka-etal-2026-clasp,
    title = "{CLASP}: Collaborative Latent Alignment from Semantic Preference Descriptions for Natural Language based Recommendation",
    author = "Dinushka, Dilan  and
      Ledent, Antoine  and
      Lauw, Hady W.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1800/",
    pages = "41013--41026",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-multi-level,
    title = "Multi-Level Implicit Discourse Relation Classification via Sequence-Level Reinforcement Learning",
    author = "Liu, Wei  and
      Shen, Xiaoyu  and
      Fu, Xiyan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1801/",
    pages = "41027--41040",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-layer,
    title = "Layer-Order Inversion: Rethinking Latent Multi-Hop Reasoning in Large Language Models",
    author = "Liu, Xukai  and
      Liu, Ye  and
      Zhang, Jipeng  and
      Zhang, Yanghai  and
      Zhang, Kai  and
      Liu, Qi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1802/",
    pages = "41041--41058",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wani-etal-2026-answer,
    title = "Same Answer, Different Representations: Hidden instability in {VLM}s",
    author = "Wani, Farooq Ahmad  and
      Suglia, Alessandro  and
      Saxena, Rohit  and
      Gema, Aryo Pradipta  and
      Kwan, Wai-Chung  and
      Barez, Fazl  and
      Bucarelli, Maria Sofia  and
      Silvestri, Fabrizio  and
      Minervini, Pasquale",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1803/",
    pages = "41059--41087",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ahn-etal-2026-trace,
    title = "{TRACE}: A Long-Term Conversational Recommendation Dataset with Evolving User Personas",
    author = "Ahn, Jihyung  and
      Han, Seonah  and
      Park, Chanho  and
      IM, Hyeongwoo  and
      Kim, Daeyeong  and
      Kim, Subin  and
      Chang, Buru",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1804/",
    pages = "41088--41136",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-syntactic,
    title = "Syntactic Belief Update as the Driver of Garden Path Processing Difficulty",
    author = "Zhou, Alan  and
      Stanojevi{\'c}, Milo{\v{s}}  and
      Hale, John T.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1805/",
    pages = "41137--41156",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mahapatra-etal-2026-affectdf,
    title = "{A}ffect{DF}: The Most Comprehensive Benchmark for Speech Deepfake Detection against Emotionally Expressive Attacks",
    author = "Mahapatra, Aurosweta  and
      Zhao, Xiutian  and
      Chandra, Shreeram Suresh  and
      Zhang, Zihan  and
      Du, Zongyang  and
      Ulgen, Ismail Rasim  and
      Lee, Kong Aik  and
      Andrews, Nicholas  and
      Busso, Carlos  and
      Sisman, Berrak",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1806/",
    pages = "41157--41178",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ma-etal-2026-narrative,
    title = "Narrative Function Patterns in {LLM}-Generated {C}hinese Web Fiction: A Proppian Analysis",
    author = "Ma, Yuanchi  and
      Liu, Jiamou  and
      Shi, Kaize  and
      He, Hui  and
      Zhang, Gang  and
      Zhao, Zijun  and
      Hu, Renfen  and
      Sun, Maosong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1807/",
    pages = "41179--41196",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ning-etal-2026-per,
    title = "Per-Step Conformal Calibration Does Not Transfer to Agent Trajectories",
    author = "Ning, Li  and
      Liu, Yang  and
      Guo, Dongxin  and
      Wu, Yu  and
      Yiu, SM  and
      Wu, Jikun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1808/",
    pages = "41197--41215",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tolstokorov-etal-2026-rent,
    title = "Rent-a-{RAG}: Embedding-Space Watermarks for Auditing Third-Party {RAG}",
    author = "Tolstokorov, Alexandr Goultiaev  and
      Mouratidis, Kyriakos  and
      Dogani, Javad  and
      Laoutaris, Nikolaos",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1809/",
    pages = "41216--41243",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-large-language-models,
    title = "Can Large Language Models Forecast What Researchers Study Next?",
    author = "Li, Fenghai  and
      Tang, Zihan  and
      Yu, Haofei  and
      Zhao, Yining  and
      You, Jiaxuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1810/",
    pages = "41244--41274",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-every,
    title = "Every {LLM}-as-Judge Aggregator Must Sacrifice a Fairness Axiom",
    author = "Liu, Yang  and
      Guo, Dongxin  and
      Ning, Li  and
      Wu, Yu  and
      Yiu, SM  and
      Wu, Jikun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1811/",
    pages = "41275--41295",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yin-etal-2026-scalable,
    title = "Scalable Circuit Learning for Interpreting Large Language Models",
    author = "Yin, Naiyu  and
      Wei, Dennis  and
      Gao, Tian  and
      Dhurandhar, Amit  and
      Natesan Ramamurthy, Karthikeyan  and
      Yu, Yue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1812/",
    pages = "41296--41315",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-provenance,
    title = "The Provenance Horizon: Short Regulated Text Resists Reliable Watermarking Under Editing",
    author = "Zhao, Yanmin  and
      Wu, Jikun  and
      Zheng, Tengjiao  and
      Liu, Yang  and
      Guo, Dongxin  and
      Yiu, SM",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1813/",
    pages = "41316--41333",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dong-etal-2026-aligning,
    title = "Aligning the Query Space: Greedy Information Projection for Language Model Data Selection",
    author = "Dong, Victor Ye  and
      Lee, Kuan-Yun  and
      Shuai, Jiamei  and
      Liu, Shengfei  and
      Liu, Yi  and
      Jiao, Jian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1814/",
    pages = "41334--41361",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{rohrbacher-etal-2026-llms,
    title = "How {LLM}s Build Fictional Worlds: Setting and Narrative Space in {AI}-Generated Creative Storytelling",
    author = {Rohrbacher, Katrin  and
      Nieth, Bj{\"o}rn  and
      Salin, Emmanuelle  and
      Eskofier, Bjoern  and
      Mahlberg, Michaela},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1815/",
    pages = "41362--41384",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hu-etal-2026-tracing,
    title = "Tracing Contextual Override: Mediated Causal Attribution in Language Models",
    author = "Hu, Zongye  and
      Luo, Weiqing  and
      Zhang, Haofeng  and
      Huang, Ziyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1816/",
    pages = "41385--41417",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xin-etal-2026-escaping,
    title = "Escaping the {KL} Agreement Trap in On-Policy Distillation",
    author = "Xin, Haoran  and
      Zhao, Anhao  and
      Sun, Ying  and
      Li, Jin  and
      Shen, Xiaoyu  and
      Xiong, Hui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1817/",
    pages = "41418--41431",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-pixels-places,
    title = "From Pixels to Places: A Systematic Benchmark for Evaluating Image Geolocalization Ability in Large Language Models",
    author = "Li, Lingyao  and
      Yu, Runlong  and
      Hu, Qikai  and
      Li, Bowei  and
      Deng, Min  and
      Zhou, Yang  and
      Jia, Xiaowei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1818/",
    pages = "41432--41457",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{song-etal-2026-linguistic,
    title = "Linguistic Context Recodes Visual Representations in Vision-Language Models",
    author = "Song, Brian  and
      Lepori, Michael A.  and
      Pavlick, Ellie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1819/",
    pages = "41458--41479",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guo-etal-2026-auditing,
    title = "Auditing {RAG} Necessity: A Conformal Test for Source-Independent Answers",
    author = "Guo, Dongxin  and
      Liu, Yang  and
      Wu, Jikun  and
      Yiu, SM",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1820/",
    pages = "41480--41503",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-drives,
    title = "What Drives the Zero-to-One Jump? Diagnosing and Steering Hard-Prompt Learning in {RLVR}",
    author = "Zhu, Rui  and
      Liu, Yumou  and
      Zheng, Zhenzhe  and
      Wu, Fan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1821/",
    pages = "41504--41520",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-zero,
    title = "Zero-Shot Tabular Learning via Hypergraph Reasoning with {LLM}s",
    author = "Lee, Geon  and
      Kim, Kyungho  and
      Choi, Dongwon  and
      Kim, Juyeon  and
      Kang, Shinhwan  and
      Shin, Kijung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1822/",
    pages = "41521--41536",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-must,
    title = "When Must Faithful Chain-of-Thought Fail? An Information-Theoretic Bound and Its Empirical Limits",
    author = "Wu, Jikun  and
      Guo, Dongxin  and
      Yiu, SM",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1823/",
    pages = "41537--41555",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-causight,
    title = "{C}au{S}ight: Learning to Supersense for Visual Causal Discovery",
    author = "Zhang, Yize  and
      Chen, Meiqi  and
      Chen, Sirui  and
      Peng, Bo  and
      Zhang, Yanxi  and
      Li, Tianyu  and
      Lu, Chaochao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1824/",
    pages = "41556--41580",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{elaraby-etal-2026-improving,
    title = "Improving Argument Saliency Coverage in Small {LLM}s for Long Legal Opinion Summarization via Sequence-Level Distillation",
    author = "Elaraby, Mohamed  and
      Elhady, Ahmed  and
      Litman, Diane",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1825/",
    pages = "41581--41595",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yeo-etal-2026-diffusion,
    title = "Diffusion Large Language Models for Visual Speech Recognition",
    author = "Yeo, Jeong Hun  and
      Kim, Chae Won  and
      Rha, Hyeongseop  and
      Ro, Yong Man",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1826/",
    pages = "41596--41610",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-incoder,
    title = "{I}n{C}oder-32{B}-Thinking: Industrial Code World Model for Thinking",
    author = "Yang, Jian  and
      Zhang, Wei  and
      Wu, Jiajun  and
      Cheng, Junhang  and
      Zheng, Tuney  and
      Xu, Fanglin  and
      Grant, William  and
      Chai, Linzheng  and
      Du, Yaxin  and
      Li, Haau-Sing  and
      LI, Yizhi  and
      Xing, Yan  and
      Hao, Chuan  and
      Tao, Ran  and
      Gong, Ruihao  and
      Liu, Aishan  and
      Li, Zhoujun  and
      Tang, Mingjie  and
      Lin, Chenghua  and
      Chen, Siheng  and
      Zhao, Xin  and
      Liu, Xianglong  and
      Zhou, Ming  and
      Dai, Bryan  and
      Lv, Weifeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1827/",
    pages = "41611--41628",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-quantization,
    title = "When Quantization Preserves Accuracy but Not Evidence: Explanation-Aware Post-Training Quantization for Medical {LLM}s",
    author = "Kim, Yeji  and
      Kim, Mi-Young  and
      Goebel, Randy",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1828/",
    pages = "41629--41651",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yeo-etal-2026-decoding,
    title = "Decoding Strategies for Diffusion-Based {ASR}: A Systematic Evaluation of Confidence-Based Thresholding",
    author = "Yeo, Jeong Hun  and
      Kim, Minsu  and
      Rha, Hyeongseop  and
      Ro, Yong Man",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1829/",
    pages = "41652--41663",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hira-etal-2026-language,
    title = "The Language of Evidence: Robustness and Bias in Code-Switched {RAG}",
    author = "Hira, Medha  and
      Mire, Joel  and
      Sap, Maarten",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1830/",
    pages = "41664--41685",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-logicinception,
    title = "{L}ogic{I}nception: Discourse-Level Indirect Prompt Injection via Causal Chain Construction",
    author = "Liu, Mingshuai  and
      Peng, Yijie  and
      Dongxian, Chen  and
      Li, Mingfeng  and
      Li, Xin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1831/",
    pages = "41686--41702",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{coleman-krishnamachari-2026-toward,
    title = "Toward End-to-End Open-Weight {LLM}-{RBMT} for Endangered Languages",
    author = "Coleman, Jared  and
      Krishnamachari, Bhaskar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1832/",
    pages = "41703--41714",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cho-etal-2026-adaptive,
    title = "Adaptive Latent Block Insertion via Online Reward Optimization",
    author = "Cho, Yewon  and
      Hwang, Hyeongsoon  and
      Park, Yein  and
      Hwang, Hyeon  and
      Kang, Jaewoo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1833/",
    pages = "41715--41736",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-livesim,
    title = "{L}ive{S}im: Simulating Environment-Shaped Users in Multi-Agent Live-Stream Ecosystems",
    author = "Xu, Jiaqi  and
      Qiao, Yiran  and
      Chen, Jing  and
      Zhong, Qiwei  and
      Ao, Xiang  and
      Cheng, Xueqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1834/",
    pages = "41737--41756",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sankar-etal-2026-analyzing,
    title = "Analyzing {LLM} Reasoning to Uncover Mental Health Stigma",
    author = "Sankar, Sreehari  and
      Nafar, Aliakbar  and
      Barman, Mona  and
      Heitz, Hannah K.  and
      Kumar, Ashwin  and
      Tohidi, Pouria  and
      Li, Dailun  and
      Hussain, Danish  and
      DuBois, Russell  and
      Hasheminia, Hamed  and
      Majzoubi, Farshad",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1835/",
    pages = "41757--41777",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xie-etal-2026-rethinking,
    title = "Rethinking Diffusion Large Language Models via Time-aware Weighting and Block-oriented Refinements",
    author = "Xie, Zheyong  and
      Li, Shengrui  and
      Zhong, Li  and
      Zhao, Kaiyan  and
      Shi, Fangcheng  and
      Wang, Jiakang  and
      Jin, Huayi  and
      Luo, Zhaokai  and
      Zhao, Fei  and
      Liu, Haifeng  and
      Ye, Jieying  and
      Lu, Chonggang  and
      Huang, Wenxuan  and
      Liu, Yue  and
      Meng, Zijie  and
      Cao, Shaosheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1836/",
    pages = "41778--41792",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yao-etal-2026-langmarl,
    title = "{L}ang{MARL}: Natural Language Multi-Agent Reinforcement Learning via Semantic Credit Assignment",
    author = "Yao, Huaiyuan  and
      Da, Longchao  and
      Liu, Xiaoou  and
      Fleming, Charles  and
      Chen, Tianlong  and
      Wei, Hua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1837/",
    pages = "41793--41807",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-one-form,
    title = "One Form to Transfer Them All: Pretraining Multilingual Language Models Beyond Native Orthography",
    author = "Zhang, Muge  and
      Jencks, Aaron  and
      Badikela, Krishna  and
      Tsvetkov, Yulia  and
      Kumar, Sachin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1838/",
    pages = "41808--41824",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-confess,
    title = "Confess What You Know: Forget-Set Misalignment with Model Knowledge in {LLM} Unlearning",
    author = "Kim, Miso  and
      Lee, Georu  and
      Jeong, Seungwon  and
      Lee, Woojin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1839/",
    pages = "41825--41846",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hong-etal-2026-roco,
    title = "{R}o{C}o-{ACE}: Rollout-Conditioned Online Distillation for Retention-Aware Knowledge Injection",
    author = "Hong, Yan  and
      Li, Wei  and
      Xiu, Kedong  and
      Lan, Jun  and
      Zhou, Shuheng  and
      Lyu, Zhongcai  and
      Zhu, Huijia  and
      Wang, Weiqiang  and
      Zhang, Jianfu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1840/",
    pages = "41847--41869",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lv-etal-2026-learning-query,
    title = "Learning Query-Specific Rubrics from Human Preferences for {D}eep{R}esearch Report Generation",
    author = "Lv, Changze  and
      Zhou, Jie  and
      Zhao, Wentao  and
      Xu, Jingwen  and
      Dou, Shihan  and
      Huang, Zisu  and
      Tian, Muzhao  and
      Wang, Xiaohua  and
      Liu, Yang  and
      Zhou, Pluto  and
      Gui, Tao  and
      Tian, Le  and
      Xiao, Zhou  and
      Zheng, Xiaoqing  and
      Huang, Xuanjing  and
      Zhou, Jie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1841/",
    pages = "41870--41897",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{datta-etal-2026-physiognomy,
    title = "Physiognomy Revisited: How Vision{--}Language Models Encode Sensitive Attributes Through Image Transformation",
    author = "Datta, Soumyajit  and
      Dutta, Arka  and
      KhudaBukhsh, Ashiqur R.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1842/",
    pages = "41898--41914",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-piper-2026-lessons,
    title = "Lessons Without Borders? Evaluating Cultural Alignment of {LLM}s Using Multilingual Story Moral Generation",
    author = "Wu, Sophie  and
      Piper, Andrew",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1843/",
    pages = "41915--41942",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-benchmarking-language,
    title = "Benchmarking Language Models for Statistical Problem Formulation",
    author = "Wang, Chen  and
      Zhao, Junzhe  and
      Cong, Xin  and
      Deng, Wanlu  and
      Deng, Ke",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1844/",
    pages = "41943--41962",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-etal-2026-tdd,
    title = "{TDD}-Agent: Test-Driven Reasoning for Code Generation",
    author = "Yu, Hongyue  and
      Li, Kefan  and
      Li, Jiakun  and
      Chai, Hongzheng  and
      Yuan, Yuan  and
      He, Rui  and
      Wei, Junyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1845/",
    pages = "41963--41985",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{su-etal-2026-contrastive,
    title = "Contrastive Neuron Regulation for Chain-of-Thought Reasoning",
    author = "Su, Zitao  and
      Tang, Xinyu  and
      Zhao, Xin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1846/",
    pages = "41986--42005",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{saeidi-etal-2026-cast,
    title = "{CAST}: Critique-Aware Supervision for Training Reliable Long-Horizon Tool-Calling Agents",
    author = "Saeidi, Amir  and
      Zhang, Zehua  and
      Singh, Rishitosh Kumar  and
      Ahuja, Naman  and
      Gupta, Vivek  and
      Payani, Ali  and
      Liu, Gaowen  and
      Srinivasa, Jayanth  and
      Baral, Chitta",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1847/",
    pages = "42006--42034",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-sempoi,
    title = "{S}em{POI}-{RL}: Aligning {LLM} Semantic Reasoning for Interpretable Out-of-Town {POI} Sequential Generation",
    author = "Liu, Yunqi  and
      Zhang, Yang  and
      Zhang, Ruixing  and
      Han, Liangzhe  and
      Qiao, Yi  and
      Zhu, Tongyu  and
      Sun, Leilei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1848/",
    pages = "42035--42053",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-llm-cache,
    title = "{LLM} Cache Bandits with Query Heterogeneity for Cost-Efficient Inference",
    author = "Yang, Hantao  and
      Xie, Hong  and
      Liu, Xutong  and
      Lian, Defu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1849/",
    pages = "42054--42087",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dutta-etal-2026-race,
    title = "Race in the Record: Measuring Racial Signal and Model Inference in Police Arrest Narratives",
    author = "Dutta, Arka  and
      Forsyth, Ted  and
      Robertson, O. Nicholas  and
      KhudaBukhsh, Ashiqur R.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1850/",
    pages = "42088--42104",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fedorov-malykh-2026-diffie,
    title = "{D}iff{IE}: Diffusion-based Open Information Extraction",
    author = "Fedorov, Konstantin  and
      Malykh, Valentin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1851/",
    pages = "42105--42116",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hu-etal-2026-seer,
    title = "Seer: Efficient {KV} Cache Management for {LLM} Acceleration via Mitigating Semantic Search Inefficiency",
    author = "Hu, Yiwei  and
      Liu, Fangxin  and
      Liang, Yue  and
      Wang, Xuan  and
      Li, Cheng  and
      Li, Gezi  and
      Jiang, Li  and
      Guan, Haibing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1852/",
    pages = "42117--42130",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guo-etal-2026-kpocbench,
    title = "{KP}oc{B}ench: Benchmarking and Measuring Code Reasoning of Language Models in Linux Kernel",
    author = "Guo, Ziyi  and
      Pei, Kexin  and
      Chen, Yan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1853/",
    pages = "42131--42145",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{farhansyah-etal-2026-pingpong,
    title = "{PINGPONG}: A Natural Benchmark for Multi-Turn Code-Switching Dialogues",
    author = "Farhansyah, Mohammad Rifqi  and
      Zhafran, Hanif Muhammad  and
      Adilazuarda, Farid  and
      Mukhtar, Maryam Ibrahim  and
      Muhammad, Shamsuddeen Hassan  and
      Ousidhoum, Nedjma  and
      Reddy, Sathwik  and
      Kumaraguru, Ponnurangam  and
      Kodali, Prashant  and
      Sitaram, Sunayana  and
      Winata, Genta Indra  and
      Purwarianti, Ayu  and
      Aji, Alham Fikri",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1854/",
    pages = "42146--42174",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gao-etal-2026-agent,
    title = "Can Your Agent Read the Source Faithfully? Benchmarking {MLLM} Agents on Source-Grounded Multimodal Retrieval",
    author = "Gao, Wentao  and
      Huang, Shizhou  and
      Zhuang, Junling  and
      Garg, Advitya  and
      Rahman, Mohammad Hasibur  and
      Zhang, Mengliang  and
      Qin, Qin  and
      Yu, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1855/",
    pages = "42175--42194",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lv-etal-2026-realclawbench,
    title = "{R}eal{C}law{B}ench: Live {O}pen{C}law Benchmarks from Real Developer-Agent Sessions",
    author = "Lv, Zongwei  and
      Li, Yaoming  and
      Tan, Zhewen  and
      Yao, Yilun  and
      Tian, Yuxuan  and
      Sun, Lin  and
      Zhang, Xiangzheng  and
      Lin, Weihong  and
      Yang, Tong  and
      Zhao, Guangxiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1856/",
    pages = "42195--42214",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bamgbose-etal-2026-beyond,
    title = "Beyond Naturalness: Probing Automated {TTS} Evaluators on Linguistically Grounded Dimensions",
    author = "Bamgbose, Oluwanifemi  and
      Shah, Jash  and
      Rosen, Simon  and
      Brin, Lindsay Devon  and
      Nguyen, Hoang H  and
      Koelzer, Anke  and
      Hansen, Rachel  and
      Bogavelli, Tara  and
      Riols, Fanny",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1857/",
    pages = "42215--42243",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jiang-etal-2026-inducing,
    title = "Inducing Task Models from Computer-Use Traces",
    author = "Jiang, Yucheng  and
      Wang, Zora Zhiruo  and
      Chen, Ruishi  and
      Yang, Diyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1858/",
    pages = "42244--42266",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guo-etal-2026-streamuni,
    title = "{S}tream{U}ni: Achieving Streaming Speech Translation with a Unified Large Speech-Language Model",
    author = "Guo, Shoutao  and
      Li, Xiang  and
      Liu, Mengge  and
      Wei, Chen  and
      Feng, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1859/",
    pages = "42267--42281",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-inertia,
    title = "From Inertia to Objectivity: Improving Deep Research Agents with Noise Isolation",
    author = "Zhang, Xiangxin  and
      Zhang, Zhanwei  and
      Fu, Zhihang  and
      Lin, Binbin  and
      Wang, Wenxiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1860/",
    pages = "42282--42301",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yuan-etal-2026-gsm8k,
    title = "{GSM}8{K}-{V}: Can Vision-Language Models Solve Grade School Math Word Problems in Visual Contexts?",
    author = "Yuan, Fan  and
      Yan, Yuchen  and
      Jiang, Yifan  and
      Zhao, Haoran  and
      Feng, Tao  and
      Chen, Jinyan  and
      Lou, Yanwei  and
      Zhang, Wenqi  and
      Lu, Weiming  and
      Xiao, Jun  and
      Zhuang, Yueting  and
      Shen, Yongliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1861/",
    pages = "42302--42360",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{go-etal-2026-forewarned,
    title = "Forewarned Is Not Forearmed: How Coordinated {LLM}s Shift Reader Opinions in News Comment Sections",
    author = "Go, Wooyoung  and
      Potter, Yujin  and
      Kim, Hyoungshick  and
      Ryu, Seungjin  and
      Kim, Yongdae",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1862/",
    pages = "42361--42391",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-comparative,
    title = "A Comparative Analysis of {LLM} Memorization at Statistical and Internal Levels: Cross-Model Commonalities and Model-Specific Signatures",
    author = "Chen, Bowen  and
      Han, Namgi  and
      Miyao, Yusuke",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1863/",
    pages = "42392--42420",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-pace,
    title = "{PACE}: Towards Surfacing Hidden Conflicts in User Requests",
    author = "Kim, Yoojin  and
      Jang, Jihyoung  and
      Kim, Hyounghun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1864/",
    pages = "42421--42479",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-sparc,
    title = "{SPARC}-{RAG}: Adaptive Sequential{--}Parallel Scaling with Context Management for Retrieval-Augmented Generation",
    author = {Yang, Yuxin  and
      Deng, Gangda  and
      Akg{\"u}l, {\"O}mer Faruk  and
      Chitsazan, Nima  and
      Govilkar, Yash  and
      Tigalappanavara, Akasha  and
      Zhang, Shi-Xiong  and
      Sahu, Sambit  and
      Prasanna, Viktor},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1865/",
    pages = "42480--42508",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-llms-follow,
    title = "Can {LLM}s Follow Medical Expert Logic? A Benchmark for Hierarchical Logical Consistency in Risk-of-Bias Assessment",
    author = "Huang, Jiayu  and
      Tang, Zichen  and
      Ling, Qianhui  and
      Kuang, Zemin  and
      E, Haihong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1866/",
    pages = "42509--42549",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{maskey-etal-2026-refusal,
    title = "Over-Refusal and Representation Subspaces: A Mechanistic Analysis of Task-Conditioned Refusal in Aligned {LLM}s",
    author = "Maskey, Utsav  and
      Dras, Mark  and
      Naseem, Usman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1867/",
    pages = "42550--42562",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kang-etal-2026-curlrank,
    title = "{C}u{RLR}ank: Adaptive Curriculum Reinforcement Learning for Reasoning-Intensive Reranking",
    author = "Kang, Xin  and
      Zhao, Yunxiao  and
      Zhang, Jiayang  and
      Li, Juncai  and
      Yan, Zhichao  and
      Han, XiaoQi  and
      Li, Ru  and
      Zhang, Delvin Ce",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1868/",
    pages = "42563--42592",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-prereviewbench,
    title = "{PREREVIEWBENCH}: Benchmarking {LLM}s for Editorial Desk Screening in Scholarly Publishing",
    author = "Chen, Ming  and
      Ning, Zhiyuan  and
      Du, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1869/",
    pages = "42593--42614",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gong-etal-2026-glare,
    title = "{GLARE}: Repository-Level Code Optimization Agents for Heterogeneous {CPU}-{GPU} Systems",
    author = "Gong, Junfeng  and
      Liu, Cheng  and
      Chen, Junying  and
      Li, Xiaowei  and
      Li, Huawei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1870/",
    pages = "42615--42629",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chiu-chen-2026-faithful,
    title = "Faithful to the Frame: Source-Framing Propagation in {LLM}-Agent Decision Workflows",
    author = "Chiu, Yi-Ting  and
      Chen, Chung-Chi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1871/",
    pages = "42630--42650",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ma-etal-2026-ai,
    title = "Can {AI} Agents Answer Your Data Questions? A Benchmark for Data Agents",
    author = "Ma, Ruiying  and
      Shankar, Shreya  and
      Chen, Ruiqi  and
      Chintamaneni, Adit  and
      Lin, Yiming  and
      Zeighami, Sepanta  and
      Ghosh, Rajoshi  and
      Gupta, Abhinav  and
      Gupta, Anushrut  and
      Gopal, Tanmai  and
      Parameswaran, Aditya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1872/",
    pages = "42651--42677",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-clear-context,
    title = "{CLEAR}: Context Augmentation from Contrastive Learning of Experience via Agentic Reflection",
    author = "Liu, Linbo  and
      Wu, Guande  and
      Ding, Han  and
      Wang, Yawei  and
      Zhou, Qiang  and
      Lu, Yuzhe  and
      Xu, Zhichao  and
      Song, Huan  and
      Xu, Panpan  and
      Cheong, Lin Lee",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1873/",
    pages = "42678--42696",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zahraei-etal-2026-alignment,
    title = "The Alignment Veto: How Safety Training Suppresses Cultural Knowledge in {LLM}s",
    author = {Zahraei, Pardis Sadat  and
      Tur, Gokhan  and
      Hakkani-T{\"u}r, Dilek  and
      Asgari, Ehsaneddin},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1874/",
    pages = "42697--42741",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-beyond-single,
    title = "Beyond Single-Attribute Auditing: A Configurable Multi-Attribute Benchmark for Intersectional Fairness in {LLM}s",
    author = "Zhang, Zheng  and
      Wu, Yifan  and
      Zhou, Yuxiang  and
      Liu, Qi  and
      Mao, Qingyang  and
      Li, Ning  and
      Gao, Weibo  and
      Shi, QiYuan  and
      Huang, Zhenya  and
      Yu, Baosheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1875/",
    pages = "42742--42762",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zou-etal-2026-detect,
    title = "Detect, Remask, Repair: Diffusion Editing for Faithful Summarization of Evolving Contexts",
    author = "Zou, Hao  and
      Horvitz, Zachary  and
      Karthick, Chandhru  and
      Yu, Zhou  and
      McKeown, Kathleen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1876/",
    pages = "42763--42784",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-instance,
    title = "From Instance Selection to Fixed-Pool Data Recipe Search for Supervised Fine-Tuning",
    author = "Wu, Haodong  and
      Zhang, Jiahao  and
      Hu, Lijie  and
      Zhang, Yongqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1877/",
    pages = "42785--42818",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cho-etal-2026-features,
    title = "Features in Motion: Periodicity, Homeostasis, and Adaptivity in {LLM} Few-Shot Prompting",
    author = "Cho, Ikhyun  and
      Lee, Sewoong  and
      Hockenmaier, Julia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1878/",
    pages = "42819--42838",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-zipbench,
    title = "{Z}ip{B}ench: Low-Cost Framework for Compressing Comprehensive Benchmarks of Large Language Models",
    author = "Huang, Zhongzhan  and
      Li, Junxin  and
      Ling, Guoming  and
      Lin, Yupei  and
      Zhong, Shanshan  and
      Wu, Hefeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1879/",
    pages = "42839--42869",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bai-etal-2026-judgesql,
    title = "{J}udge{SQL}: Reasoning over {SQL} Candidates with Weighted Consensus Tournament",
    author = "Bai, Jiayuan  and
      Pan, Xuanguang  and
      Tao, Chongyang  and
      Ma, Shuai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1880/",
    pages = "42870--42888",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-pasbench,
    title = "{P}a{SB}ench-Video: A Streaming Video Benchmark for Proactive Safety Warning",
    author = "Zhao, Yusong  and
      Xie, Yuejin  and
      Yuan, Youliang  and
      Hu, Junjie  and
      Guo, Juning  and
      Yang, Yujiu  and
      He, Pinjia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1881/",
    pages = "42889--42913",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jia-etal-2026-group,
    title = "Group Adaptive Clipping Policy Optimization",
    author = "Jia, Sheng  and
      Wang, Xiao  and
      Kasiviswanathan, Shiva  and
      Houthooft, Rein",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1882/",
    pages = "42914--42928",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guo-etal-2026-lexical,
    title = "Lexical Completion from Visual Evidence for Multimodal Topic Modeling",
    author = "Guo, Dayu  and
      Luo, Zhiwen  and
      Bouguila, Nizar  and
      Fan, Wentao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1883/",
    pages = "42929--42941",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-kurtosis,
    title = "Kurtosis-Aware Coupled Sparsity: Training-Free Activation Sparsity for Large Language Models",
    author = "Li, Guangyan  and
      Sun, Luoyang  and
      Li, Siyuan  and
      Zhang, Haifeng  and
      Tang, Yongqiang  and
      Zhang, Wensheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1884/",
    pages = "42942--42961",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lu-etal-2026-policy,
    title = "Policy and World Modeling Co-Training for Language Agents",
    author = "Lu, Ning  and
      Lin, Baijiong  and
      Liu, Shengcai  and
      Wu, Jiahao  and
      Lv, Haoze  and
      Wei, Yanbin  and
      Zhu, Lingting  and
      Qian, Shengju  and
      Wang, Xin  and
      Chen, Ying-Cong  and
      Wang, Qi  and
      Tang, Ke",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1885/",
    pages = "42962--42979",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tan-etal-2026-makes,
    title = "What Makes Agent Memory Useful for Reliable Unanswerable Question Handling?",
    author = "Tan, Chuanyuan  and
      Yu, Junjie  and
      Wang, Yuxin  and
      Zheng, Yining  and
      Qiu, Xipeng  and
      Chen, Wenliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1886/",
    pages = "42980--42998",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-dcfa,
    title = "{DCFA}: Dual-view Causal-inspired Attribution for Failure Reasoning in {LLM}-based Multi-agent Systems",
    author = "Wang, Zehao  and
      Wang, Lanjun  and
      Jin, Shilong  and
      Chen, Junjie  and
      Xiao, Yanghua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1887/",
    pages = "42999--43025",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-towards-reliable,
    title = "Towards Reliable Long-Context Reasoning: Detecting Unanswerable Questions via {F}act{G}uard",
    author = "Zhang, Qian-Wen  and
      Liu, Biao  and
      Li, Fang  and
      Wang, Jie  and
      Qiao, Lingfeng  and
      Yu, Yifei  and
      Yin, di  and
      Sun, Xing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1888/",
    pages = "43026--43045",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-li-2026-browsecomp,
    title = "{B}rowse{C}omp-Verify: Benchmarking Self-derived Verification Agents in Web Search",
    author = "Li, Guanzhen  and
      Li, Shijie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1889/",
    pages = "43046--43075",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mao-etal-2026-better,
    title = "A Better Spur Should Start From Each Objective",
    author = "Mao, Shanwen  and
      Zhang, Hao  and
      Nie, Guangtao  and
      Li, Zhiheng  and
      Wang, Huimu  and
      Xu, Sulong  and
      Simiu, Gu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1890/",
    pages = "43076--43086",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{choi-etal-2026-pgmem,
    title = "{PGM}em: Tightly Coupled Persona{--}Memory Graph for Lifelong Personalized Agents",
    author = "Choi, Wonjun  and
      Kim, Yerim  and
      Lee, Yukyung  and
      Yoon, Susik",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1891/",
    pages = "43087--43112",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tang-etal-2026-dmv,
    title = "{DMV}-Bench: Diagnosing Long-Horizon Multimodal Agents' Visual Memory with Incidental Cue Injection",
    author = "Tang, Yujin  and
      Shang, Chenming  and
      Xu, Ruize  and
      Singh, Nikhil",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1892/",
    pages = "43113--43129",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-harnessforge,
    title = "{H}arness{F}orge: Joint Harness and Policy Evolution for Adaptive Agent Systems",
    author = "Chen, Mingju  and
      Lv, Can  and
      Zhang, Guibin  and
      Chang, Heng  and
      Zhou, Shiji",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1893/",
    pages = "43130--43155",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ling-etal-2026-blue,
    title = "{BLUE}: Toward Better Language Use in Efficient Vision-Language-Action Models for Autonomous Driving",
    author = "Ling, George  and
      Yang, Lijin  and
      Yang, Hao  and
      Huang, Zhongzhan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1894/",
    pages = "43156--43185",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{uzunoglu-etal-2026-flaw,
    title = "The Flaw of Averages: Measuring Benchmark-Level Distributional Robustness",
    author = "Uzunoglu, Arda  and
      Li, Tianjian  and
      Khashabi, Daniel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1895/",
    pages = "43186--43226",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{buzaaba-etal-2026-afrisud,
    title = "{A}fri{SUD}: A Dependency Treebank Collection for Evaluating Models on {A}frican Languages",
    author = "Buzaaba, Happy  and
      Dione, Cheikh Mouhamadou Bamba  and
      Adelani, David Ifeoluwa  and
      Kahane, Sylvain  and
      Guillaume, Bruno  and
      Gerdes, Kim  and
      Muhammad, Shamsuddeen Hassan  and
      Guan, Kevin  and
      Aremu, Anuoluwapo  and
      Etori, Naome A  and
      Inyang, Utitofon  and
      Nabende, Peter  and
      Bamutura, David Sabiiti  and
      Bukula, Andiswa  and
      Akinade, Idris  and
      Uchechukwu, Chinedu  and
      Mabuya, Rooweither  and
      Fellbaum, Christiane",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1896/",
    pages = "43227--43248",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guo-etal-2026-beyond-static,
    title = "Beyond Static Retrieval: Opportunities and Pitfalls of Iterative Retrieval in {G}raph{RAG}",
    author = "Guo, Kai  and
      Dai, Xinnan  and
      Zeng, Shenglai  and
      Shomer, Harry  and
      Han, Haoyu  and
      Wang, Yu  and
      Liu, Hui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1897/",
    pages = "43249--43271",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-leach-2026-still,
    title = "{STILL}: Recovering Lowered {STL} Semantics for {LLM}-assisted {C}++ Decompilation",
    author = "Wang, Xiaohan  and
      Leach, Kevin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1898/",
    pages = "43272--43287",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hamdi-etal-2026-narrator,
    title = "{NARRATOR}: Narrative-Aware Routing and Evaluation of Large Language Models",
    author = "Hamdi, Ahmed  and
      Moreno, Jose G  and
      Doucet, Antoine  and
      Gonz{\'a}lez, Fabio A.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1899/",
    pages = "43288--43303",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-ltem,
    title = "{LTEM}: {LLM}-Friendly Table-Enhanced Markdown for Table Understanding and Generation",
    author = "Kim, Eunbin  and
      Kang, Hyeonseok  and
      Jung, Sangkeun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1900/",
    pages = "43304--43324",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wei-etal-2026-hypergvl,
    title = "{H}yper{GVL}: Benchmarking and Improving Large Vision-Language Models in Hypergraph Understanding and Reasoning",
    author = "Wei, Yanbin  and
      Kang, Chun  and
      Li, Siwei  and
      Che, Haoxuan  and
      Chen, Yang  and
      Liu, Hua  and
      Liu, Jian  and
      Liu, Zhuang  and
      Ouyang, Can  and
      Xing, Fei  and
      Sha, Lei  and
      Liu, Rui  and
      Zhang, Yu  and
      Kwok, James",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1901/",
    pages = "43325--43344",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{khalifa-etal-2026-countdown,
    title = "Countdown-Code: A Testbed for Studying The Emergence and Generalization of Reward Hacking in {RLVR}",
    author = "Khalifa, Muhammad  and
      Khan, Zohaib  and
      Tafveez, Omer  and
      Peng, Hao  and
      Wang, Lu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1902/",
    pages = "43345--43363",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-tide,
    title = "{TIDE}: Tree-Induced Fine-Grained Diagnostic Evaluation from Model Behaviors",
    author = "Chen, Jiayi  and
      Li, Hui  and
      Shen, Yujiong  and
      Peng, Qiyuan  and
      Li, Yanxin  and
      Huang, Chenhao  and
      Liu, Shaofan  and
      Zhang, Guoqiang  and
      Ye, Junjie  and
      Dou, Shihan  and
      Zhang, Ming  and
      Pan, Maxm  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1903/",
    pages = "43364--43393",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-learning-interaction,
    title = "Learning Interaction-Centric Capability Representation for {LLM} Tool Calling",
    author = "Wang, Hanyi  and
      Jin, Ruihan  and
      Wu, Jinyang  and
      Wen, Zhengqi  and
      Tao, Jianhua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1904/",
    pages = "43394--43409",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-ccstories,
    title = "{CCS}tories: Improving the Safety and Age-Appropriateness of {LLM}-Generated {C}hinese Children{'}s Stories",
    author = {Zhao, Jiaxu  and
      Zhang, Qin  and
      Wang, Xiaoxing  and
      Ding, Liang  and
      Pei, Yulong  and
      Chen, Xiaojun  and
      Fang, Meng  and
      K{\"a}ser, Tanja  and
      Pechenizkiy, Mykola},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1905/",
    pages = "43410--43429",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-lost,
    title = "Lost at the End: Primacy Bias in Multimodal Retrieval-Augmented Question Answering",
    author = "Liu, Jieyuan  and
      Gu, Jianyang  and
      Chen, Shijie  and
      Chen, Jefferson  and
      Wang, Zhen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1906/",
    pages = "43430--43449",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-debate-aware,
    title = "Debate-aware Learning Makes {LLM}s Genuine Debaters",
    author = "Zhang, Yufei  and
      Xiong, Kai  and
      Yan, Yuxiong  and
      Cai, Bibo  and
      Ding, Xiao  and
      Qin, Bing  and
      Liu, Ting",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1907/",
    pages = "43450--43471",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jiao-etal-2026-policy,
    title = "Policy of Thoughts: Scaling {LLM} Reasoning via Test-time Policy Evolution",
    author = "Jiao, Zhengbo  and
      Xian, Hongyu  and
      Wang, Qinglong  and
      Ma, Yunpu  and
      Wang, Zhebo  and
      Kong, Dezhang  and
      Han, Meng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1908/",
    pages = "43472--43490",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hoque-etal-2026-equal,
    title = "{EQUAL}: Evaluating Pluralistic Alignment of {LLM}s Across Educational Perspectives",
    author = "Hoque, MD Azizul  and
      Dras, Mark  and
      Naseem, Usman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1909/",
    pages = "43491--43515",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wei-etal-2026-efficient,
    title = "Efficient Token-Level Policy Optimization for Masked Diffusion Models via Velocity Alignment",
    author = "Wei, Chenxing  and
      Kang, Jiazhen  and
      Wang, Hong  and
      Zhang, Jianqing  and
      Jiang, Hao  and
      Xuxiaolong  and
      Sun, Ningyuan  and
      He, Ying  and
      Yu, Fei  and
      Shu, Yao  and
      Jiang, Bo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1910/",
    pages = "43516--43536",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{song-etal-2026-help,
    title = "Help or Hurdle? Rethinking Model Context Protocol-Augmented Large Language Models",
    author = "Song, Wei  and
      Zhong, Haonan  and
      Ding, Ziqi  and
      Xing, Zhenchang  and
      Sui, Yulei  and
      Xue, Jingling  and
      Li, Yuekang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1911/",
    pages = "43537--43553",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hashiloni-etal-2026-idiolink,
    title = "{I}dio{L}ink: Retrieving Meaning Beyond Words Across Idiomatic and Literal Expressions",
    author = "Hashiloni, Kai Golan  and
      Fadlon, Daniel  and
      Livyatan, Lior  and
      Shahar, Ofri Hefetz  and
      Pei, Jiahuan  and
      Bar, Kfir",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1912/",
    pages = "43554--43573",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{satar-etal-2026-cultural,
    title = "Cultural Moment Benchmark: Evaluating Video Cultural Reasoning and Grounding in {S}outheast {A}sia",
    author = "Satar, Burak  and
      Ma, Zhixin  and
      Yu-Tong, Cheng  and
      Tran, Huy Hoang  and
      Nguyen, Phuong Anh  and
      Ngo, Chong-Wah",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1913/",
    pages = "43574--43607",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tan-etal-2026-beyond-codebook,
    title = "Beyond Codebook Uniformity: Triplet-Level Metrics and Triplet-Driven Semantic {ID}s for Generative Retrieval",
    author = "Tan, Xiang  and
      Liao, Dongliang  and
      Du, Junwu  and
      Wu, Haijun  and
      He, Run  and
      Man, Shuquan  and
      Zeng, Ziqian  and
      Zhuang, Huiping",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1914/",
    pages = "43608--43622",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{usmanova-etal-2026-robust,
    title = "How Robust Are Automated Fact-Checking Systems? A Cross-Benchmark Evaluation",
    author = "Usmanova, Aida  and
      Iklassov, Zangir  and
      Leippold, Markus  and
      Usbeck, Ricardo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1915/",
    pages = "43623--43644",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{du-etal-2026-workflow,
    title = "Can Workflow Search Be Amortized? Demonstration-Guided Synthesis of {LLM} Agent Workflows",
    author = "Du, Shiyi  and
      Liu, Jiayuan  and
      Du, Weihua  and
      Huang, Yue  and
      Li, Jiayi  and
      Luo, Yingtao  and
      Zhang, Xiangliang  and
      Conitzer, Vincent  and
      Kingsford, Carl",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1916/",
    pages = "43645--43673",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fu-etal-2026-x3,
    title = "{X}$^3$-{OPD}: Distilling Reasoning into Large Audio-Language Models via On-Policy Alignment",
    author = "Fu, Dongjie  and
      Cao, Di  and
      Zhang, Zihan  and
      Jia, Wenxu  and
      Chen, Yifu  and
      Ji, Shengpeng  and
      Zhang, Yu  and
      Cheng, Xize  and
      Jin, Tao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1917/",
    pages = "43674--43687",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-beyond-case,
    title = "Beyond Case-Level Similarity: Multi-Defendant Legal Case Retrieval via Individual-Aware Reasoning",
    author = "Yang, Yi  and
      Ma, Ruize  and
      Feng, Yi  and
      Li, Chuanyi  and
      Ng, Vincent",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1918/",
    pages = "43688--43713",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kerdabadi-etal-2026-refine,
    title = "{REFINE}: {LLM} Refinement over Budgeted Text-Attributed Graphs for Personalized Medical Concept Representation",
    author = "Kerdabadi, Mohsen Nayebi  and
      Moghaddam, Arya Hadizadeh  and
      Wang, Dongjie  and
      Yao, Zijun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1919/",
    pages = "43714--43730",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kang-etal-2026-beyond,
    title = "Beyond Append-Only Decoding: A Recursive Edit-Based Encoder for Arithmetic Length Generalization",
    author = "Kang, Bong Gyun  and
      Ahn, Junyong  and
      Byeon, Jieun  and
      Yoon, Sungroh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1920/",
    pages = "43731--43750",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-document,
    title = "How Do Document Parsers Break? Auditing Structural Vulnerability in Document Intelligence",
    author = "Chen, Yue  and
      Wang, Yihao  and
      Tang, Ziyi  and
      Zheng, Yongsen  and
      Wang, Keze",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1921/",
    pages = "43751--43773",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-repair,
    title = "{R}e{P}air: Turning Retrieval Failures into Counterfactual Hard Pairs",
    author = "Liu, Siyi  and
      Zhu, Xiaorong  and
      Du, Enjun  and
      Zuo, Xinyu  and
      Duan, Lisheng  and
      Liang, Haijin  and
      Ma, Jin  and
      Pu, Junfu  and
      Zhang, Yongqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1922/",
    pages = "43774--43800",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-timeblind,
    title = "{T}ime{B}lind: A Spatio-Temporal Compositionality Benchmark for Video {LLM}s",
    author = "Li, Baiqi  and
      Zhao, Kangyi  and
      Zhang, Ce  and
      Mitra, Chancharik  and
      Nyandwi, Jean De Dieu  and
      Bertasius, Gedas",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1923/",
    pages = "43801--43822",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{rode-etal-2026-rethinking,
    title = "Rethinking Clustering as a Conversational Supervision Problem",
    author = "Rode, Theo  and
      Co, Aimee  and
      Zeng, Qingyang  and
      Gandhi, Sanaya  and
      Purwar, Ananya  and
      Chang, Jonathan P.  and
      Hashemi, Masoud  and
      Mahajan, Khyati  and
      Deryckere, Filip  and
      Casati, Fabio",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1924/",
    pages = "43823--43840",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lyu-etal-2026-touchthinker,
    title = "{T}ouch{T}hinker: Scaling Tactile Commonsense Reasoning to the Open World with Large-scale Data and Action-aware Representation",
    author = "Lyu, Kailin  and
      Wu, Di  and
      Zhang, Pengwei  and
      Zheng, Yuhang  and
      Lai, Yingxin  and
      Xiao, Long  and
      Wu, Kangyi  and
      Li, Pengna  and
      Gao, Chen  and
      Hu, Lianyu  and
      Hu, Xiaobin  and
      Hao, Jie  and
      Hao, Ce  and
      Yuan, Weihao  and
      Yan, Shuicheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1925/",
    pages = "43841--43858",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{duan-etal-2026-skillattack,
    title = "{S}kill{A}ttack: Automated Red Teaming of Agent Skills through Attack Path Refinement",
    author = "Duan, Zenghao  and
      Tian, Yuxin  and
      Yin, Zhiyi  and
      Pang, Liang  and
      Deng, Jingcheng  and
      Duan, Wenbin  and
      Ge, Yuyao  and
      Wei, Zihao  and
      Xu, Shicheng  and
      Cheng, Xueqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1926/",
    pages = "43859--43872",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gao-etal-2026-skim,
    title = "Skim and Skip: Hierarchical Adaptive Inference for Efficient Multimodal Retrieval",
    author = "Gao, Meng  and
      Zhang, Yizhen  and
      Ding, Yang  and
      Dai, Ziqi  and
      Zhang, Shuoshuo  and
      Wang, Junjie  and
      Wu, Taiqiang  and
      Shi, Chufan  and
      Ji, Lei  and
      Jiao, Jian  and
      Zhang, Linfeng  and
      Gong, Yeyun  and
      Yang, Yujiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1927/",
    pages = "43873--43890",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hong-etal-2026-gr2,
    title = "$\text{GR}^2$: Mitigating Granularity Collapse via Adaptive Query Routing in Generative Retrieval",
    author = "Hong, Soona  and
      Lee, Dohyeon  and
      Kim, Jaeyoung  and
      Hwang, Seung-Won",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1928/",
    pages = "43891--43902",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{feng-etal-2026-cosineverifier,
    title = "{C}o{S}ine{V}erifier: Agentic Verification for Computation-Oriented Scientific Questions",
    author = "Feng, Ruixiang  and
      An, Zhenwei  and
      Wen, Yuntao  and
      Le, Ran  and
      Jia, Yiming  and
      Yang, Chen  and
      Chen, Zongchao  and
      Shi, Ke  and
      Chen, Lisi  and
      Gao, Shen  and
      Shang, Shuo  and
      Song, Yang  and
      Zhang, Tao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1929/",
    pages = "43903--43922",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-calibrating,
    title = "Calibrating Student Models via Uncertainty-Integrated Distillation",
    author = "Zhang, Ruixuan  and
      Tan, Hongye  and
      Hu, Zhiwei  and
      Han, XiaoQi  and
      Li, Ru  and
      Pan, Jeff Z.  and
      Gutierrez Basulto, Victor",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1930/",
    pages = "43923--43938",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-call,
    title = "Call Neighbours Yourself: Graph Walks with Destination-Conditioned On-Policy Self-Distillation",
    author = "Liu, Yilun  and
      Luo, Boyu  and
      Tang, Yanran  and
      Qiu, Ruihong  and
      Huang, Zi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1931/",
    pages = "43939--43957",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-learning-explore,
    title = "Learning to Explore the Crux in Formal Theorem Proving",
    author = "Li, Linhan  and
      Cui, Wenyao  and
      Zhang, Gong-Duo  and
      Gu, Lihong  and
      Zhou, Lin  and
      Shang, Jianyun  and
      Zhang, Huaping",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1932/",
    pages = "43958--43979",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lv-etal-2026-mitigating,
    title = "Mitigating False Credit Propagation: Probabilistic Graphical Reward Aggregation for Rubric-Based Reinforcement Learning",
    author = "Lv, Can  and
      Chen, Mingju  and
      Chang, Heng  and
      Zhou, Shiji",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1933/",
    pages = "43980--44003",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liao-etal-2026-sea,
    title = "{SEA}-{S}peech{B}ench: A Large-Scale Multitask Benchmark for Speech Understanding Across {S}outheast {A}sia",
    author = "Liao, Jingyi  and
      Zhang, Wenyu  and
      Liu, Zhuohan  and
      He, Yingxu  and
      Lin, Geyu  and
      Zou, Xunlong  and
      Sun, Shuo  and
      Alsagoff, Syed Ali Redha  and
      Aw, AiTi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1934/",
    pages = "44004--44031",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-vigor,
    title = "{VIGOR}: Outcome-Contrastive Visual Grounding for Multimodal Policy Optimization",
    author = "Xu, Haohao  and
      Ge, Yuyao  and
      Zhang, Qiuyue  and
      Deng, Zhaoli  and
      Liu, HongLin  and
      Ang, Sheng  and
      Wu, Likang  and
      Liu, Shenghua  and
      Zhao, Hongke",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1935/",
    pages = "44032--44051",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-saliency,
    title = "From Saliency to Discriminability: Rank-Preserving Visual Token Pruning for {VLM} Rerankers",
    author = "Liu, Siyi  and
      Yang, Hanjun  and
      Zhang, Chenchen  and
      Zhu, Xiaorong  and
      Zuo, Xinyu  and
      Duan, Lisheng  and
      Liang, Haijin  and
      Ma, Jin  and
      Pu, Junfu  and
      Zhang, Yongqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1936/",
    pages = "44052--44071",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{soudani-etal-2026-deep,
    title = "When Deep Research Agents Stagnate: Enhancing Reasoning with Retrieval-Aware Agent Control",
    author = "Soudani, Heydar  and
      Lingg, Elizabeth  and
      Hasibi, Faegheh  and
      Rekabsaz, Navid",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1937/",
    pages = "44072--44095",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chaudhari-etal-2026-spider,
    title = "{S}p{IDER}: Spatially Informed Dense Embedding Retrieval for Software Issue Localization",
    author = "Chaudhari, Shravan S  and
      Jacob, Rahul Thomas  and
      Cao, Jiajun  and
      Rashid, Muhammad Shihab  and
      Goswami, Mononito  and
      Bock, Christian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1938/",
    pages = "44096--44131",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{song-etal-2026-figex2,
    title = "{F}ig{E}x2: Visual-Conditioned Panel Detection and Captioning for Scientific Compound Figures",
    author = "Song, Jifeng  and
      Das, Arun  and
      Wang, Pan  and
      Ji, Hui  and
      Zhao, Kun  and
      Huang, Yufei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1939/",
    pages = "44132--44146",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ding-etal-2026-rad,
    title = "{RAD}-{PROTEIN}: Multi-source Knowledge-enriched Retrieval-augmented Protein Structure Searching",
    author = "Ding, Kexin  and
      Biester, Alison  and
      Vallat, Brinda  and
      Shao, Chenghua  and
      Piehl, Dennis W  and
      Won, Dongwook  and
      Segura, Joan  and
      Duarte, Jose M.  and
      Zhou, Mu  and
      Feng, Zukang  and
      Rose, Yana  and
      Burley, Stephen K.  and
      Metaxas, Dimitris N.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1940/",
    pages = "44147--44164",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-datashield,
    title = "{D}ata{S}hield: Uncovering Risky Fine-Tuning Data Across {LLM}s Through Consensus Subspace Alignment",
    author = "Wu, Zefeng  and
      Qi, Weiwei  and
      Chen, Jielong  and
      Zheng, Tianhang  and
      Hong, Di  and
      Lu, Chaochao  and
      He, Liang  and
      Qin, Zhan  and
      Ren, Kui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1941/",
    pages = "44165--44190",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sim-lee-2026-evaluating,
    title = "Evaluating the Evaluators: A Systematic Analysis of Reference Bias in Audio Captioning Metrics",
    author = "Sim, Jaeheon  and
      Lee, Kyogu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1942/",
    pages = "44191--44207",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{miao-etal-2026-llms,
    title = "{LLM}s Infer Cultural Context but Fail to Apply It When Responding",
    author = "Miao, Yisong  and
      Zhu, Jian  and
      Shwartz, Vered",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1943/",
    pages = "44208--44233",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{park-etal-2026-accuracy,
    title = "When Accuracy Aligns and Fails: Diagnosing Human{--}{LLM} Response Alignment at Population Scale",
    author = "Park, Seoyoon  and
      Choi, Hyeji  and
      An, Subin  and
      Wang, Xiaonan  and
      Kim, Heejae  and
      Kang, Joeun  and
      Kim, Hansaem",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1944/",
    pages = "44234--44254",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kadasi-etal-2026-task,
    title = "Task{--}Specificity Score: Measuring How Much Instructions Really Matter for Supervision",
    author = "Kadasi, Pritam  and
      Upperwal, Abhishek  and
      Singh, Mayank",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1945/",
    pages = "44255--44267",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-hybrid,
    title = "Hybrid Linear Attention Done Right: Efficient Distillation and Effective Architectures for Extremely Long Contexts",
    author = "Chen, Yingfa  and
      Thai, Zhen Leng  and
      Zhou, Zihan  and
      Zhang, Zhu  and
      Shen, Xingyu  and
      Wang, Shuo  and
      Xiao, Chaojun  and
      Han, Xu  and
      Liu, Zhiyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1946/",
    pages = "44268--44286",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-sip,
    title = "{SIP}: Aligning {LLM}-based {T}able{QA} with Table Semantics via {SQL} Logic",
    author = "Yang, Zhen  and
      Du, Ziwei  and
      Zhang, Minghan  and
      Du, Wei  and
      Zou, Haodong  and
      Tan, Shicheng  and
      Chen, Jie  and
      Zhao, Shu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1947/",
    pages = "44287--44299",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hu-etal-2026-mird,
    title = "{M}i{RD}: Reliable Set-Valued Prediction for Open-Ended Question Answering via Miscoverage Risk Decomposition",
    author = "Hu, Anqi  and
      Jia, Zijun  and
      Wang, Zhiyuan  and
      Fu, Bo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1948/",
    pages = "44300--44320",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dongxian-etal-2026-mstree,
    title = "{MST}ree: Multi-Scale Evidence Tree for Training-Free Long-Form Video Question Answering",
    author = "Dongxian, Chen  and
      Liu, Mingshuai  and
      Peng, Yijie  and
      Liu, Hengrui  and
      Li, Xin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1949/",
    pages = "44321--44336",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jung-etal-2026-breaking,
    title = "Breaking Failure Cascades: Step-Aware Reinforcement Learning for Medical Multimodal Reasoning",
    author = "Jung, Junha  and
      Jeong, Minbyul  and
      Lim, Suhyeon  and
      Jung, Sungwook  and
      Yun, Jaehoon  and
      Roh, Taeyun  and
      Sung, Mujeen  and
      Kang, Jaewoo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1950/",
    pages = "44337--44375",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bae-etal-2026-hive,
    title = "{H}i{V}e: Beyond Static Prompts for Multitask Learning via Hierarchy-based Vertical Mixture-of-Experts",
    author = "Bae, Hyeonjik  and
      Kim, Minyeol  and
      Yoon, Susik",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1951/",
    pages = "44376--44391",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-skillshift,
    title = "{S}kill{S}hift-Bench: Benchmarking Skill Learning under Environment Evolution for Web Agents",
    author = "Chen, Bo-Yu  and
      Zhou, Zhi  and
      Li, Yu-Feng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1952/",
    pages = "44392--44461",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{peng-etal-2026-semantic,
    title = "Semantic Flow Regularization: Teaching {LLM}s to Generate Diverse Yet Coherent Responses",
    author = "Peng, Kerui  and
      Feifei, Li  and
      Fan, Xingyu  and
      Wenhui, Que",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1953/",
    pages = "44462--44485",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wan-etal-2026-skillforge,
    title = "{S}kill{F}orge: Learning from Success{--}Failure Boundaries for Consistent Long-Horizon Agents",
    author = "Wan, Guangya  and
      Wang, Hao  and
      Ling, Xiao  and
      Ling, Mingyang  and
      Ren, Xiaoqi  and
      Li, Sheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1954/",
    pages = "44486--44510",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lin-etal-2026-unified,
    title = "Unified-{MAS}: Universally Generating Domain-Specific Nodes for Empowering Automatic Multi-Agent Systems",
    author = "Lin, Hehai  and
      Yan, Yu  and
      Wang, Zixuan  and
      Xu, Bo  and
      Wang, Sudong  and
      Huang, Weiquan  and
      Zhao, Ruochen  and
      Li, Minzhi  and
      Qin, Chengwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1955/",
    pages = "44511--44541",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-distance,
    title = "Distance Is Not Enough: Forget-Retain Alignment Gap Predicts {LLM} Relearning Robustness",
    author = "Chen, Yi  and
      Hsieh, Hanna  and
      Liu, Shuhong  and
      Hua, Chuanbo  and
      Ma, Zihan  and
      Wang, Kun  and
      Kim, Joo-Young",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1956/",
    pages = "44542--44555",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liao-wang-2026-training,
    title = "No Training, No Architecture Change: Per-Cell Warm-Up Calibration for {LLM} Agent Memory",
    author = "Liao, Wenwen  and
      Wang, Yuansong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1957/",
    pages = "44556--44575",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-iesr,
    title = "{IESR}: Efficient {MCTS}-Based Modular Reasoning for Text-to-{SQL} with Large Language Models",
    author = "Liu, Tao  and
      Lu, Jiafan  and
      Yu, Bohan  and
      Wu, Pengcheng  and
      Haixin, Liu  and
      Xu, Guoyu  and
      Li, Xiangheng  and
      Lixiaoli  and
      Hou, Jiaming  and
      Zhaoshijun  and
      Lyu, Xinglin  and
      Zhang, Kunli  and
      Jia, Yuxiang  and
      Zan, Hongying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1958/",
    pages = "44576--44604",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-diting,
    title = "{DITING}: Evaluating Sentence-Level Cultural Meaning in Web Novel Translation",
    author = "Zhang, Enze  and
      Wang, Jiaying  and
      Xiao, Mengxi  and
      Liu, Jifei  and
      Hu, Zhiwei  and
      Kuang, Ziyan  and
      Dong, Rui  and
      Dong, Youzhong  and
      Kabir, Mohsinul  and
      Gutierrez Basulto, Victor  and
      Peng, Min  and
      Xie, Qianqian  and
      Ananiadou, Sophia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1959/",
    pages = "44605--44638",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-robust,
    title = "Robust Multi-Agent {LLM}s under Byzantine Faults",
    author = "Lee, Haejoon  and
      Yun, Vincent-Daniel  and
      Panagou, Dimitra  and
      Karimireddy, Sai Praneeth",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1960/",
    pages = "44639--44657",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-goldsmith,
    title = "Goldsmith: Gold-Loss-Guided Definition Optimization with an Agentic Annotation Harness",
    author = "Li, Yihan  and
      Zhang, Hanyi  and
      Jiang, Xiaoxi  and
      Guo, Man",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1961/",
    pages = "44658--44677",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-structsynth,
    title = "{S}truct{S}ynth: Dependency Graphs as Generation Plans for Low-Data Tabular Synthesis with Language Models",
    author = "Liu, Siyi  and
      Zheng, Yujia  and
      LI, Haoyang  and
      Zhang, Yongqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1962/",
    pages = "44678--44704",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{albatarni-etal-2026-rethinking,
    title = "Rethinking Evaluation Practices in Automated Essay Scoring: A Quantitative Analysis over the Past Decade",
    author = "Albatarni, Salam  and
      Bashendy, May  and
      Eltanbouly, Sohaila  and
      Sayed, Marwan  and
      Elsayed, Tamer",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1963/",
    pages = "44705--44721",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{arabzadeh-etal-2026-rag,
    title = "{RAG} over Thinking Traces Can Improve Reasoning Tasks",
    author = "Arabzadeh, Negar  and
      Ma, Wenjie  and
      Min, Sewon  and
      Zaharia, Matei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1964/",
    pages = "44722--44743",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-beyond,
    title = "Beyond Perfect {API}s: Evaluating {LLM} Agents Under Realistic {API} Complexity",
    author = "Kim, Doyoung  and
      Ren, Zhiwei  and
      Hao, Jie  and
      Sun, Zhongkai  and
      Wang, Lichao  and
      Ma, Xiyao  and
      Han, Xu  and
      Yin, Jun  and
      Ji, Heng  and
      Shen, Wei  and
      Fan, Xing  and
      Yao, Benjamin Z.  and
      Guo, Chenlei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1965/",
    pages = "44744--44774",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-processlight,
    title = "{P}rocess{L}ight: Process Supervision for Large Language Model Based Traffic Signal Control",
    author = "Zhao, Shuaitao  and
      Zhou, Tianlong  and
      Wang, Weijie  and
      Jiasheng, Shi  and
      Rao, Weixiong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1966/",
    pages = "44775--44792",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-process,
    title = "Process Rewarding via Solution-Space Alignment",
    author = "Zhao, ChenZhuo  and
      Huang, Yue  and
      Zhao, Pu  and
      Yang, Fangkai  and
      Wang, Lu  and
      Ma, Lin  and
      Yang, Zhi  and
      Huang, Youling  and
      Wang, Xinda  and
      Lu, Junting  and
      Lin, Qingwei  and
      Rajmohan, Saravan  and
      Zhang, Dongmei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1967/",
    pages = "44793--44807",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-sampkv,
    title = "{S}amp{KV}: Saliency-Aware Mixed-Precision {KV} Cache for Efficient Diffusion Language Model Inference",
    author = "Wang, Zhenrui  and
      Chang, Haodong  and
      Sui, Yang  and
      Liang, Rongjian  and
      Yuan, Bo  and
      Hu, Jiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1968/",
    pages = "44808--44821",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-mua,
    title = "{MUA}: Multiple Context Units Attention For Large Language Models",
    author = "Li, Zhiyi  and
      Yang, Yaming  and
      Shuang, Kai  and
      Chen, Yiren",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1969/",
    pages = "44822--44833",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hasan-etal-2026-hal,
    title = "{HAL}: Inducing Human-likeness in {LLM}s with Alignment",
    author = "Hasan, Masum  and
      Zhao, Junjie  and
      Hoque, Ehsan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1970/",
    pages = "44834--44854",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jin-etal-2026-multi,
    title = "Multi-Block Diffusion Language Models",
    author = "Jin, Yijie  and
      Xu, Jiajun  and
      Liu, Yuxuan  and
      Xu, Chenkai  and
      Li, Jiajun  and
      Yu, Kai  and
      Liu, Pengfei  and
      Deng, Zhijie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1971/",
    pages = "44855--44875",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{han-etal-2026-advancing,
    title = "Advancing {D}ial{N}av through Automatic Embodied Dialog Augmentation",
    author = "Han, Leekyeung  and
      Jung, Sangwon  and
      Min, Hyunji  and
      Jeong, Jinseong  and
      Kim, Minyoung  and
      Seo, Paul Hongsuck",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1972/",
    pages = "44876--44904",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-etal-2026-cold,
    title = "The Cold-Start Safety Gap in {LLM} Agents",
    author = "Sun, Chung-En  and
      Liu, Linbo  and
      Weng, Tsui-Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1973/",
    pages = "44905--44931",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-bridgegap,
    title = "{B}ridge{G}ap: Belief-Grounded Training for Medical Dialogue Agents",
    author = "Li, Weijun  and
      Yang, Tao  and
      Yang, Jiayu  and
      Chao, Fei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1974/",
    pages = "44932--44947",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-past,
    title = "The Past Is Not Past: Memory-Enhanced Dynamic Reward Shaping",
    author = "Liu, Yang  and
      Wang, Enxi  and
      Gao, Yufei  and
      Zhang, Weixin  and
      Wang, Bo  and
      Zeng, Zhiyuan  and
      Zhang, Yikai  and
      Zheng, Yining  and
      Qiu, Xipeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1975/",
    pages = "44948--44971",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{firke-kannan-2026-reasoning,
    title = "When Does Reasoning Age? Survival Analysis of Step-Level Error Hazard in {LLM} Chains",
    author = "Firke, Raj  and
      Kannan, Rajeswari",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1976/",
    pages = "44972--44988",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-ramp,
    title = "{RAMP}: Adapting One Agent to Multiple Retrievers via Behavioral Probing",
    author = "Li, Weijun  and
      Yang, Tao  and
      Yang, Jiayu  and
      Chao, Fei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1977/",
    pages = "44989--45005",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-aligned,
    title = "Aligned but Not Partner-Specific: How Multimodal {LLM} Agents Succeed in Reference Games Without Forming Conceptual Pacts",
    author = "Wang, Po-Ya Angela  and
      Mishra, Chinmaya  and
      Ozyurek, Asli  and
      Rubio-Fernandez, Paula  and
      Ghaleb, Esam",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1978/",
    pages = "45006--45023",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yun-etal-2026-locality,
    title = "Locality-Aware Redundancy Pruning for {LLM} Depth Compression",
    author = "Yun, Vincent-Daniel  and
      Kim, Youngrae  and
      Lim, Woosang  and
      Heo, YoungJin  and
      Kim, Minkyu  and
      Lee, Sunwoo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1979/",
    pages = "45024--45037",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-weak,
    title = "Why does Weak-{OOD} Help? A Further Step Towards Understanding Jailbreaking {VLM}s",
    author = "Zhou, Yuxuan  and
      Peng, Yuzhao  and
      Bai, Yang  and
      Gao, Kuofeng  and
      Zhang, Yihao  and
      Zhang, Yechao  and
      Chen, Xun  and
      Yu, Tao  and
      Dai, Tao  and
      Xia, Shu-Tao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1980/",
    pages = "45038--45067",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lin-etal-2026-bargaining,
    title = "Bargaining with Internal Evidence: Receiver-Constrained Decoding for Factual Reliability in Large Language Models",
    author = "Lin, Chenhao  and
      Zhang, Mouyi  and
      Chen, Peng  and
      Zheng, Xin  and
      Hong, Yuejia  and
      Gao, Nan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1981/",
    pages = "45068--45081",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dash-etal-2026-rolekv,
    title = "{R}ole{KV} - Role-Aware {KV} Cache Management for the Inverted Age-Importance of {LLM} Agent Context",
    author = "Dash, Eashan  and
      Ramachandran, Arun  and
      Raghavendra, Prakash",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1982/",
    pages = "45082--45103",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ozaki-etal-2026-first,
    title = "First-Stage Groundwork Shapes Downstream {RL} Outcomes: Two-Stage Post-Training for {LLM} Personality Acquisition",
    author = "Ozaki, Taisei  and
      Hashimoto, Tetsuya  and
      Ota, Miki  and
      Hori, Keisuke  and
      He, Zhenyu  and
      Mabuchi, Mitsuhiro",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1983/",
    pages = "45104--45131",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jiang-etal-2026-perceive,
    title = "Perceive to Hypothesize, Verify to Ground: an Agentic Reasoning Framework for Open-World Geo-Localization",
    author = "Jiang, Yutian  and
      Li, Ruijie  and
      Lyu, Sisuo  and
      Hao, Xixuan  and
      Liu, Qingxiang  and
      Yu, Yongzi  and
      Liang, Yuxuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1984/",
    pages = "45132--45153",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-globe,
    title = "{GLOBE}: Training-Free Calibration for Image-Text Retrieval with Global-Local Bias and Graph Evidence",
    author = "Zhao, Xuzhe  and
      Yue, Zhirun  and
      Xu, Xingyue  and
      Liu, Houde  and
      Dong, Kaichen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1985/",
    pages = "45154--45173",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-learning-retrieve,
    title = "Learning to Retrieve: Dual-Level Long-Term Memory for Text-to-{SQL} Agents",
    author = "Wang, Yibo  and
      Kuang, Nikki Lijing  and
      Yu, Philip S.  and
      Yao, Zhewei  and
      He, Yuxiong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1986/",
    pages = "45174--45197",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-lee-2026-vision,
    title = "Can Vision-Language Models Solve the Shell Game?",
    author = "Liu, Tiedong  and
      Lee, Wee Sun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1987/",
    pages = "45198--45221",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{rawal-etal-2026-benchmarking,
    title = "Benchmarking Correctness and Security in Multi-Turn Code Generation",
    author = "Rawal, Ruchit  and
      Chiang, Jeffrey Yang Fan  and
      Shen, Chihao  and
      Tian, Jeffery Siyuan  and
      Mahajan, Aastha  and
      Goldstein, Tom  and
      Chen, Yizheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1988/",
    pages = "45222--45258",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-etal-2026-graphverse,
    title = "{G}raph{V}erse: A Comprehensive Visual Graph Reasoning Benchmark for Multimodal Large Language Models",
    author = "Sun, Yuanfu  and
      Ren, Yuanhang  and
      Li, Kang  and
      Ji, Chuanhao  and
      Li, Jiaxi  and
      Liu, Jiajin  and
      Liu, Ninghao  and
      Tan, Qiaoyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1989/",
    pages = "45259--45292",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-etal-2026-pay,
    title = "Only Pay What You Must Spend: On-Demand Privacy Budget Payment for Differentially Private {RAG}",
    author = "Sun, Zhonghao  and
      Tian, Zhiliang  and
      Fang, Xinyue  and
      Ma, Shuo  and
      Zhang, Juhua  and
      Song, Yiping  and
      Li, Dongsheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1990/",
    pages = "45293--45310",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bing-shao-2026-illusion,
    title = "The Illusion of Control: Why Bare Classifier Inversion Silently Fails in Concept-Bottleneck Text Generation",
    author = "Bing, Qi  and
      Shao, Xiaowei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1991/",
    pages = "45311--45333",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-care,
    title = "{CARE}: Contrastive Anchor-based Rubric Evolution for Large Language Model Post-Training",
    author = "Li, Siyuan  and
      Song, Xinxin  and
      Ruinian, Chen  and
      Fan, Jingjing  and
      Xiao, Tingxiong  and
      Hu, Yangen  and
      Zeng, Ke  and
      Suo, Jinli",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1992/",
    pages = "45334--45355",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{song-etal-2026-human,
    title = "Human Psychometric Questionnaires Mischaracterize {LLM} Behavior",
    author = "Song, Woojung  and
      Choi, Dongmin  and
      Park, Yoonah  and
      Han, Jongwook  and
      Lee, Eun-Ju  and
      Jo, Yohan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1993/",
    pages = "45356--45401",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{vural-etal-2026-learning,
    title = "Learning to Think Like a Cartoon Captionist: Incongruity{--}Resolution Supervision for Multimodal Humor Understanding",
    author = {Vural, Hatice Merve  and
      Kukul, Do{\u{g}}a  and
      {\"O}zl{\"u}, Ege Erdem  and
      Ar{\i}kan, Demir Ekin  and
      Mankoff, Bob  and
      Erdem, Erkut  and
      Erdem, Aykut},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1994/",
    pages = "45402--45442",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guo-etal-2026-latentrevise,
    title = "{L}atent{R}evise: Learning from Zero-Hit Reasoning",
    author = "Guo, YiQiu  and
      Han, Xueting  and
      Jia, Qi  and
      Zhai, Guangtao  and
      Bai, Jing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1995/",
    pages = "45443--45455",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-attacker,
    title = "After the Attacker Leaves: Benchmarking Carryover Attacks on {LLM} Agents",
    author = "Xu, Zhiyue  and
      Wang, Xukai  and
      Huang, Zhiyuan  and
      Zhan, Mingjie  and
      Zhao, Jian  and
      Zhang, Xu-Yao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1996/",
    pages = "45456--45476",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-mctq,
    title = "{MCTQ}: Modality-Coordinated Transformation Quantization for Multimodal Large Language Models",
    author = "Liu, Yingen  and
      Wu, Lanfeng  and
      Wu, Fan  and
      Liyan, Wu  and
      Li, Ruihui  and
      Tang, Zhuo  and
      Chng, Eng Siong  and
      Li, Kenli",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1997/",
    pages = "45477--45494",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{song-etal-2026-arcane,
    title = "{A}rc{ANE}: Do Role-Playing Language Agents Stay in Character at the Right Time?",
    author = "Song, Woojung  and
      Kim, Nalim  and
      Song, Sangjun  and
      Heo, Chaewon  and
      Lim, Jongwon  and
      Jo, Yohan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1998/",
    pages = "45495--45545",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tu-weng-2026-fea,
    title = "{FEA}-{SLT}: A Gloss-Free End-to-End Framework for Facial-Expression-Aware Sign Language Translation",
    author = "Tu, Guobin  and
      Weng, Di",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.1999/",
    pages = "45546--45570",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kwon-etal-2026-lora,
    title = "{L}o{RA}-{RG}: Residual Gradient-Guided Rank Initialization and Expansion",
    author = "Kwon, Dayoung  and
      Lee, Jaeseong  and
      Hwang, Seung-Won",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2000/",
    pages = "45571--45587",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-casg,
    title = "{CASG}: Drive Text to {ID}s for Sequential Recommendation via Collaboration-Aware Spectral Guidance",
    author = "Liu, Yichen  and
      Zhang, Lianyue  and
      Xu, Cong  and
      Zhu, Zhangchi  and
      Chen, Yanyu  and
      He, Yunhang  and
      Wang, Jun  and
      Zhang, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2001/",
    pages = "45588--45602",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fundal-etal-2026-humans,
    title = "Humans Introduce, Models Elaborate: Asymmetric Narrative Agency in Human-{LLM} Co-Writing",
    author = "Fundal, Halfdan Nordahl  and
      Bizzoni, Yuri  and
      Bilde, Charlotte Gj{\o}rup  and
      Johannesen, Ida B{\ae}kke  and
      Baglini, Rebekah Brita",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2002/",
    pages = "45603--45617",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tan-etal-2026-contrastive,
    title = "Contrastive Attribution in the Wild: An Interpretability Analysis of {LLM} Failures on Realistic Benchmarks",
    author = "Tan, Rongyuan  and
      Zhang, Jue  and
      Li, Zhuozhao  and
      Lin, Qingwei  and
      Rajmohan, Saravan  and
      Zhang, Dongmei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2003/",
    pages = "45618--45649",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lin-etal-2026-tyler,
    title = "{TYLER}: Typed Latent Reasoning for Language Models {---}{---} When to Think, What to Compute, and How Much to Allocate",
    author = "Lin, Hanyu  and
      Cai, Min  and
      Wen, Jiawei  and
      Zhang, Haodi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2004/",
    pages = "45650--45670",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hegde-etal-2026-hallucinations,
    title = "Where Hallucinations Live: A Cross-Architecture Circuit in {VQ}-Tokenized Vision-Language Models",
    author = "Hegde, Shamanthak  and
      Liu, Xiangrui  and
      Patel, Maitreya  and
      Yang, YZ",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2005/",
    pages = "45671--45689",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fan-etal-2026-merp,
    title = "{M}e{RP}: Efficient Multi-Expert Routing Prompt Encoding for Multilingual Translation with {LLM}s",
    author = "Fan, Fengzhao  and
      Wang, Zhenhan  and
      Gao, Shengxiang  and
      Mao, Cunli  and
      Yu, Zhengtao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2006/",
    pages = "45690--45705",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nhu-etal-2026-claas,
    title = "{CLAAS}: Conditional {LVLM}-enabled Attribute-Aware response Simulation for Public Health Education",
    author = "Nhu, Anh N  and
      Yang, Jenna  and
      Zheng, Laura Yu  and
      Touche-Howard, Sylvette La  and
      Zeeger, Tracy M.  and
      Lin, Ming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2007/",
    pages = "45706--45746",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-bridging,
    title = "Bridging Modality Disconnect in Self-Reflection via Closed-Loop Visually Grounded Verification",
    author = "Zhang, Haoyu  and
      Gao, Zhi  and
      Li, Pengxiang  and
      Zhang, Xintong  and
      Wu, Yuwei  and
      Gao, Rui  and
      Gao, Mingyang  and
      Chen, Xuanyan  and
      Cen, Anqian  and
      Sun, Che  and
      Jia, Yunde",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2008/",
    pages = "45747--45788",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-rvsd,
    title = "{RVSD}: Retrieval Vision Sparse Decoding for Mitigating Visual Hallucinations in Large Vision-Language Models",
    author = "Liu, Canjie  and
      Kang, Jiawen  and
      Wen, Jinbo  and
      Zhong, Zishao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2009/",
    pages = "45789--45806",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hwang-etal-2026-behavior,
    title = "Behavior-Preserving {KV} Cache Compression",
    author = "Hwang, Doo Hwan  and
      Jang, Junyoung  and
      Na, Junho  and
      Lim, Hosung  and
      Kim, Kee-Eung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2010/",
    pages = "45807--45829",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{vernie-grabmair-2026-fruits,
    title = "By Their Fruits You Will Know Them: Comparing Formalizations of Law by the Decisions They Encode",
    author = "Vernie, Julius  and
      Grabmair, Matthias",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2011/",
    pages = "45830--45855",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-world,
    title = "World Model-Guided Reinforcement Learning via Counterfactual User Engagement Simulation",
    author = "Li, Ang  and
      Xu, Xin  and
      Liang, Bin  and
      Ma, Yue  and
      Zhao, Fubang  and
      Kang, Yangyang  and
      Wong, Kam-Fai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2012/",
    pages = "45856--45876",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hamilton-mimno-2026-elias,
    title = "{E}lias in the Lighthouse, Again? Diagnosing Low Diversity in {LLM} Stories",
    author = "Hamilton, Sil  and
      Mimno, David",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2013/",
    pages = "45877--45884",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-park-2026-tara,
    title = "{T}a{RA}: Training-Aware Low-Rank Adaptation Initialization",
    author = "Kim, Taehyeon  and
      Park, Eunhyeok",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2014/",
    pages = "45885--45901",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-unison,
    title = "{UNISON}: A Unified Sound Generation and Editing Framework via Deep {LLM} Fusion",
    author = "Li, Zhaoqing  and
      Xu, Haoning  and
      Su, Jingran  and
      Liu, Yaofang  and
      Rao, Zhefan  and
      Wang, Huimeng  and
      Deng, Jiajun  and
      Wang, Tianzi  and
      Jin, Zengrui  and
      Liu, Rui  and
      Che, Haoxuan  and
      Liu, Xunying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2015/",
    pages = "45902--45922",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-trait,
    title = "Trait-Aware Policy Optimization for Autoregressive Multi-Trait Essay Scoring",
    author = "Wang, Zhengyang  and
      Lee, Sanwoo  and
      Wang, Jiaxin  and
      Miao, Chenxi  and
      Li, Weikang  and
      Wu, Yunfang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2016/",
    pages = "45923--45938",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yeom-etal-2026-mob,
    title = "{MOB}-{KV}: Mixture-of-Basis for Key-Value Cache Compression",
    author = "Yeom, Jinseop  and
      Kim, Taehyeon  and
      Park, Eunhyeok",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2017/",
    pages = "45939--45958",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{park-etal-2026-llm,
    title = "Do {LLM}-Generated Web Apps Behave Correctly? A Contract-Grounded Benchmark for Behavioral Conformance",
    author = "Park, Chansung  and
      Jiang, Juyong  and
      Shen, Jiasi  and
      Kim, Sunghun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2018/",
    pages = "45959--45992",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liao-etal-2026-schematoken,
    title = "{S}chema{T}oken: Tokenizing Database Schemas for Efficient and Robust Text-to-{SQL} Linking",
    author = "Liao, Weibin  and
      Liu, Jingwen  and
      Qiu, Rihong  and
      Gao, Xin  and
      Ma, Xinyu  and
      Ding, Hongxin  and
      Fang, Yue  and
      Zhu, Yifan  and
      Huang, Yuheng  and
      Zhao, Junfeng  and
      Wang, Yasha",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2019/",
    pages = "45993--46015",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chai-etal-2026-agentic,
    title = "Agentic Time Machine as an Infrastructure for Future-Event Forecasting",
    author = "Chai, Jingyi  and
      Zheng, Bingyang  and
      Liu, Xiangrui  and
      Lu, Hao  and
      Zhou, Zihang  and
      Wang, Tianchen  and
      Zhang, Kemeng  and
      Chen, Siheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2020/",
    pages = "46016--46035",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{calo-etal-2026-investigating,
    title = "Investigating the Laws of Synonymy Evolution through a Fine-Grained Lemma-Based Framework",
    author = "Cal{\`o}, Eduardo  and
      Cassotti, Pierluigi  and
      De Pascale, Stefano  and
      Tahmasebi, Nina  and
      Mosteiro, Pablo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2021/",
    pages = "46036--46052",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{peng-etal-2026-fake,
    title = "Fake News Court: A Multi-Agent Adversarial Framework for Robust Detection of {LLM}-Generated Fake News",
    author = "Peng, Mengyao  and
      Gu, Hongyan  and
      Ma, Yiping  and
      Hu, Shiyu  and
      Huang, Xinli",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2022/",
    pages = "46053--46063",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-longwebbench,
    title = "{L}ong{W}eb{B}ench: Evaluating Structural and Functional Webpage Generation in Long-Horizon Settings",
    author = "Zhao, Yi  and
      Yang, Zhen  and
      Chen, Mengpan  and
      Xu, Mingde  and
      Gong, ShangHui  and
      Liu, Xijun  and
      Gong, Jibing  and
      Tang, Jie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2023/",
    pages = "46064--46115",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{deng-etal-2026-reskill,
    title = "{RESKILL}: Explicit Failure Attribution and Structured Repair for Interactive Language Agents",
    author = "Deng, Mengyi  and
      Li, Xin  and
      Pan, Duyi  and
      Wang, Zilin  and
      Li, Zhiwei  and
      Guo, Zhijiang  and
      Wang, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2024/",
    pages = "46116--46131",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-ne,
    title = "{NE}-{R}1: Enhancing Named Entity Recognition Model via Reinforcement Learning",
    author = "Chen, Meixuan  and
      Li, Hehan  and
      Zhao, Ruizhi  and
      Lu, Xin  and
      xu, Peizhi  and
      Qian, Liwei  and
      Meifang, LI  and
      li, Shuanglong  and
      Liu, Hanmeng  and
      Pei, Xin  and
      Ma, Yanbiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2025/",
    pages = "46132--46149",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lin-etal-2026-prism,
    title = "{PRISM}: Preference-aware Influence function based Data Selection Method for Efficient Fine-Tuning",
    author = "Lin, Qihao  and
      Chen, Guanxu  and
      Liu, Dongrui  and
      Shao, Jing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2026/",
    pages = "46150--46169",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ding-etal-2026-neuronal,
    title = "Neuronal Redundancy Reduction and Collaborative Learning for Parameter-Efficient Mixture-of-Experts",
    author = "Ding, Cheng  and
      Chen, Qin  and
      Zhou, Jie  and
      Zhan, Hongjian  and
      He, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2027/",
    pages = "46170--46189",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-etal-2026-format,
    title = "Format as Nuisance: Intervention-Inspired Cross-Format Distillation for Knowledge Conflicts",
    author = "Yu, Yue  and
      Luo, Wang  and
      Ye, Shenghao  and
      Bao, Zepeng  and
      Liu, Jiacheng  and
      Li, Yongqi  and
      Tang, Wenxin  and
      Qian, Tieyun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2028/",
    pages = "46190--46211",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shin-etal-2026-controlling,
    title = "Controlling and Assessing Appropriate Persona Use in {LLM}-based Dialogue Generation",
    author = "Shin, Jongkyung  and
      Lee, Inkyu  and
      Lim, Chiehyeon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2029/",
    pages = "46212--46239",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kang-etal-2026-parallelism,
    title = "Parallelism Strategy Chaining for Fast Training Convergence",
    author = "Kang, Minchul  and
      Shin, Changyong  and
      Go, Younghun  and
      Lee, Hyunho  and
      Jeong, Jinwoo  and
      Yoo, Chuck  and
      Yang, Gyeongsik",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2030/",
    pages = "46240--46257",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-etal-2026-collaboration,
    title = "The Collaboration Tax: How Much {LLM} Multi-Agent Systems Pay to Coordinate",
    author = "Sun, Weixiang  and
      Wang, Zehong  and
      Huang, Hong  and
      Nelson, Colby  and
      Ma, Yijun  and
      Ye, Yanfang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2031/",
    pages = "46258--46281",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-beyond-prompts,
    title = "Beyond Prompts: Discovering Jailbreak Motifs in Sparse Feature Space",
    author = "Li, Zhongzhi  and
      Han, Jiahui  and
      Tao, Jialing  and
      Deng, Huiqi  and
      Zou, Na  and
      Liu, Ninghao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2032/",
    pages = "46282--46315",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-reasoning,
    title = "Reasoning Depth and Environment Complexity: A Controlled Study of {RLVR} Data Allocation across Logical Reasoning Tasks",
    author = "Zhu, Yihua  and
      Liu, Qianying  and
      Cheng, Fei  and
      Wang, Jiaxin  and
      Aizawa, Akiko  and
      Kurohashi, Sadao  and
      Shimodaira, Hidetoshi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2033/",
    pages = "46316--46352",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{pan-etal-2026-fast,
    title = "Fast Block Diffusion Training via Multi-Mask Context Sharing",
    author = "Pan, Tengyu  and
      Zhao, Weilin  and
      Sun, Yutao  and
      Li, Yanghao  and
      Wang, Jianyong  and
      Han, Xu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2034/",
    pages = "46353--46370",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-will,
    title = "Will the User Ever Know? Covert Indirect Prompt Injection Attacks on Tool-Using {LLM} Agents",
    author = "Lee, Yunseok  and
      Kim, Yunji  and
      Lee, Woojin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2035/",
    pages = "46371--46389",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ning-etal-2026-nimblemoe,
    title = "{N}imble{M}o{E}: Collaboration-Aware Expert Merging with Sparse Compensation for Efficient Mixture-of-Experts {LLM}s",
    author = "Ning, Zhiyuan  and
      Liu, Xiaoran  and
      Xu, Ruge  and
      Guo, Xinfei  and
      He, Ziwei  and
      Qiu, Xipeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2036/",
    pages = "46390--46408",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hossain-etal-2026-systematic,
    title = "Systematic Failure Analysis of Open-Weight {LLM} Annotators for Classification Tasks: Taxonomy, Uncertainty Signals, and Deployment Boundaries",
    author = "Hossain, Nahid  and
      Karip, Siam Rahman  and
      Kabir, Md Faisal  and
      Shatabda, Swakkhar  and
      Islam, Salekul",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2037/",
    pages = "46409--46466",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ma-etal-2026-communication,
    title = "Communication Policy Evolution for Proactive {LLM} Agents",
    author = "Ma, Xinbei  and
      Qiu, Jiyang  and
      Yao, Yao  and
      Wu, Zheng  and
      Lu, Yijie  and
      Qu, Xiangmou  and
      Yin, Jiaxin  and
      Lou, Xingyu  and
      Wang, Jun  and
      Liu, Weiwen  and
      Zhang, Weinan  and
      Zhang, Zhuosheng  and
      Zhao, Hai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2038/",
    pages = "46467--46495",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-emergent,
    title = "Emergent Backdoors in Agentic Recursive Training",
    author = "Wang, Xuan  and
      Lu, Yuliang  and
      Ye, Kejiang  and
      Xu, Cheng-zhong  and
      Gao, Xitong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2039/",
    pages = "46496--46512",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-able,
    title = "{ABLE}: Representing and Mapping {LLM}s via Attribution-Based Large-model Embedding",
    author = "Wang, Zirui  and
      Hou, Yusen  and
      Liang, Shaofeng  and
      Tian, Bowen  and
      Zhang, Yanlin  and
      Chen, Wenshuo  and
      Yue, Yutao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2040/",
    pages = "46513--46536",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{park-etal-2026-boundary,
    title = "Boundary-Aware Expert Ordering Preservation with Next-Router Supervision for {M}o{E} Quantization",
    author = "Park, Hancheol  and
      Lee, Geonho  and
      Kim, Tae-Ho",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2041/",
    pages = "46537--46548",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{utami-sasano-2026-still,
    title = "Can We Still Trace {L}1 Signals? Investigating the Resilience of Native Language Signals in the {LLM} Era",
    author = "Utami, Nabelanita  and
      Sasano, Ryohei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2042/",
    pages = "46549--46567",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hyun-bin-etal-2026-spatio,
    title = "Spatio-Temporal Audio Language Modeling for Dynamic Sound Sources",
    author = "Hyun-Bin, Oh  and
      Shimada, Kazuki  and
      Takida, Yuhta  and
      Sung-Bin, Kim  and
      Uesaka, Toshimitsu  and
      Shibuya, Takashi  and
      Lee, Kyeongyoon  and
      Oh, Tae-Hyun  and
      Mitsufuji, Yuki",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2043/",
    pages = "46568--46590",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-counteraction,
    title = "Counteraction-Aware Multi-Teacher On-Policy Distillation for General Capability Recovery with Domain Preservation",
    author = "Chen, Tianlei  and
      Ou, Jiao  and
      Liu, Ziyuan  and
      Tang, Ruiming  and
      Liang, Jian  and
      Li, Han",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2044/",
    pages = "46591--46607",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{paul-etal-2026-scientific,
    title = "Can Scientific Claims Be Removed from Large Language Models? A Systematic Evaluation of Claim-Level Unlearning",
    author = "Paul, Snigdha  and
      Patwardhan, Manasi  and
      Cohan, Arman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2045/",
    pages = "46608--46628",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{firke-kannan-2026-correlation,
    title = "The Correlation Mirage: Benchmark Dependence Collapses for Top-Performing {LLM}s",
    author = "Firke, Raj  and
      Kannan, Rajeswari",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2046/",
    pages = "46629--46644",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shan-etal-2026-spri,
    title = "{SPRI}: {SVD}-Partitioned Residual Initialization for Data-Constrained {M}o{E} Upcycling in Speech-to-Text Translation",
    author = "Shan, Weiqiao  and
      Mao, Ruixiang  and
      Li, Yuang  and
      Zhang, Yuhao  and
      Luo, Yingfeng  and
      Zheng, Tong  and
      Xu, Chen  and
      Qiao, Yucheng  and
      Jin, Chunxiang  and
      Yuan, Yi  and
      Chen, Jingdong  and
      Xiao, Tong  and
      Zhu, JingBo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2047/",
    pages = "46645--46661",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gan-etal-2026-pcomoe,
    title = "{PC}o{M}o{E}: Shifting {M}o{E} Inference from Monolithic Expert Selection to Fine-Grained Path Composition",
    author = "Gan, Ziyan  and
      Liu, Fangxin  and
      Guan, Chenyang  and
      Wang, Junjie  and
      Yang, Ning  and
      Li, Haomin  and
      Li, Xiang  and
      Yang, Siran  and
      Wang, Jiamang  and
      Qu, Lin  and
      Wang, Zongwu  and
      Jiang, Li  and
      Guan, Haibing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2048/",
    pages = "46662--46672",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{im-etal-2026-legible,
    title = "Legible but Not Localized: Jailbreak Geometry in Mixture-of-Experts Language Models Is Attack-Specific",
    author = "Im, Yubin  and
      Kim, Myeonghyun  and
      Kim, Seongmin  and
      Cho, Haehyun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2049/",
    pages = "46673--46687",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{park-etal-2026-critical,
    title = "Critical or Compliant? The Double-Edged Sword of Reasoning in Chain-of-Thought Explanations",
    author = "Park, Eunkyu  and
      Deng, Wesley Hanwen  and
      Varadarajan, Vasudha  and
      Yan, Mingxi  and
      Kim, Gunhee  and
      Sap, Maarten  and
      Eslami, Motahhare",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2050/",
    pages = "46688--46708",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-reprof,
    title = "{R}e{P}ro{F}: Residual Prototype Fusion for Continual {LLM} Attribution",
    author = "Wang, Yujie  and
      Mao, Zhendong  and
      Wang, Quan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2051/",
    pages = "46709--46724",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dang-etal-2026-assembling,
    title = "Assembling the {CREW}: A Collaborative Multi-agent Reinforcement Learning Framework for Automated Related Work Generation",
    author = "Dang, Hai-Dang  and
      Pham, Bao-Yen  and
      Nguyen, Bao  and
      Huong, Tran Thi  and
      Binh, Huynh Thi Thanh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2052/",
    pages = "46725--46745",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mukherjee-etal-2026-maple,
    title = "{MAPLE}: Metadata Conditioned {LLM} Pretraining for Locale-Aware Question Answering",
    author = "Mukherjee, Anjishnu  and
      Zhu, Ziwei  and
      Anastasopoulos, Antonios",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2053/",
    pages = "46746--46772",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chopra-etal-2026-thinking,
    title = "Thinking Ahead: Prospection-Guided Retrieval of Memory with Language Models",
    author = "Chopra, Harshita  and
      Chintalapudi, Krishna Kant  and
      Nath, Suman  and
      White, Ryen W  and
      Shah, Chirag",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2054/",
    pages = "46773--46794",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-adaptools,
    title = "{A}dap{T}ools: Adaptive Tool-based Indirect Prompt Injection Attacks on Agentic {LLM}s",
    author = "Wang, Che  and
      Zhang, Jiaming  and
      Zhang, Ziqi  and
      Wang, Zijie  and
      Wang, Yinggui  and
      Gao, Jianbo  and
      Wei, Tao  and
      Chen, Zhong  and
      Lim, Wei Yang Bryan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2055/",
    pages = "46795--46816",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-evaluating,
    title = "Evaluating Coreference Consistency in {C}hinese-to-{E}nglish Dialogue Translation",
    author = "Yang, Xu  and
      Gong, Zhengxian  and
      Li, Junhui  and
      Yang, Jinlong  and
      Zhang, Min  and
      Tao, Shimin  and
      Wei, Daimeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2056/",
    pages = "46817--46833",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nguyen-etal-2026-beyond-shallow,
    title = "Beyond Shallow Alignment: How Post-Training Methods Determine Refusal Circuits And Steering Robustness",
    author = "Nguyen, Hoang Cuong  and
      Dras, Mark  and
      Naseem, Usman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2057/",
    pages = "46834--46860",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{maliha-etal-2026-atc,
    title = "{ATC}: Agent Trajectory Control for Role-Contract Enforcement in Black-Box Multi-Agent Systems",
    author = "Maliha, Maisha  and
      Pramanik, Vishal  and
      Jha, Sumit Kumar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2058/",
    pages = "46861--46879",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lian-etal-2026-quantization,
    title = "Quantization Inflates Reasoning: Token Inflation as a Hidden Cost of Low-Bit Reasoning Models",
    author = "Lian, Xinyu  and
      Krichene, Walid  and
      Huang, Beichen  and
      Tanaka, Masahiro  and
      Ruwase, Olatunji  and
      Zhang, Li  and
      Zhang, Minjia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2059/",
    pages = "46880--46894",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gan-etal-2026-denoising,
    title = "Denoising the Future: Context-Aware Spectral Diffusion for Temporal Knowledge Graph Extrapolation",
    author = "Gan, Yanglei  and
      He, Peng  and
      Lin, Run  and
      Jiang, Peiyuan  and
      Wang, Yifan  and
      Liu, Qiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2060/",
    pages = "46895--46913",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-macro,
    title = "{MACRO}: A Benchmark for Clarification-Aware Multi-Agent Orchestration",
    author = "Li, Tao  and
      Chen, Jianyi  and
      Wu, Yaqiang  and
      Ma, Jie  and
      Yang, Shangda  and
      Elibol, Oguz H  and
      Singh, Pradyumna S.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2061/",
    pages = "46914--46952",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mukherjee-etal-2026-double,
    title = "Double Trouble: Bilingual Pretraining Leaves Language-Conditioned Effects in Shared-Language Representations",
    author = "Mukherjee, Anjishnu  and
      Zhu, Ziwei  and
      Anastasopoulos, Antonios",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2062/",
    pages = "46953--46977",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{oh-etal-2026-show,
    title = "Show Me How You Cite: Citation Fidelity, Usage, and Topology in the Evidence Behavior of {AI} Scientific Writing",
    author = "Oh, Jihwan  and
      Sun, Gyeonghun  and
      Kim, Jisoo  and
      Lee, Yuho  and
      Yun, Taewon  and
      Shin, Jisu  and
      Song, Hwanjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2063/",
    pages = "46978--47004",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ben-artzy-schwartz-2026-global,
    title = "Global Divergence, Local Convergence: Representation Geometry in {SSM}s and Transformers",
    author = "Ben-Artzy, Amit  and
      Schwartz, Roy",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2064/",
    pages = "47005--47018",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{koh-etal-2026-textlangle,
    title = "$\textlangle \tt /think \textrangle$ Doesn{'}t Stop Reasoning: Analysis of Spurious {C}o{T} Termination",
    author = "Koh, Seunghee  and
      Choi, Sungjae  and
      Kwon, Minchan  and
      Baek, Sunghyun  and
      Kim, Junmo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2065/",
    pages = "47019--47053",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-mvp,
    title = "{MVP}: Multi-View-Guided Token Pruning for Vision-Language Models",
    author = "Wang, Chenxi  and
      Zhong, Dexing  and
      Shi, Siyu  and
      Ping, Bowen  and
      Yan, Hang  and
      Li, Huayang  and
      Shao, Huikai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2066/",
    pages = "47054--47069",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cimino-etal-2026-clarus,
    title = "{CLARUS}: Hierarchical Hypergraph Modeling for Unsupervised Discharge Summarization",
    author = "Cimino, Gaetano  and
      Hossain, Mir Rayat Imtiaz  and
      De Santis, Laura  and
      Abaskohi, Amirhossein  and
      Ng, Raymond T.  and
      Carenini, Giuseppe  and
      Deufemia, Vincenzo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2067/",
    pages = "47070--47091",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{balkir-etal-2026-confident,
    title = "Confident Rankings with Fewer Items: Adaptive {LLM} Evaluation with Continuous Scores",
    author = "Balkir, Esma  and
      Pernthaller, Alice  and
      Basaldella, Marco  and
      Hernandez-Orallo, Jose  and
      Collier, Nigel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2068/",
    pages = "47092--47108",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shin-etal-2026-safe,
    title = "{SAFE}: A Plug-and-Play Framework for Prompt Optimization in Text-to-Image Safety",
    author = "Shin, Jisu  and
      Lee, Sol  and
      Hong, Sungrae  and
      Kim, A Young  and
      Yi, Mun Yong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2069/",
    pages = "47109--47130",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-rat,
    title = "{RAT}: {R}un{A}ny{T}hing via Fully Automated Environment Configuration",
    author = "Huang, Renhong  and
      Hua, Dongdong  and
      Sun, Yifei  and
      Ding, Sitao  and
      Yuan, Hanyang  and
      Wang, Daixin  and
      Yang, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2070/",
    pages = "47131--47161",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-generation,
    title = "Generation-Gated Cascaded Routing for Large Language Models",
    author = "Xu, Yanqiu  and
      Luo, Han  and
      Feng, Lei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2071/",
    pages = "47162--47181",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-context,
    title = "Context-Aware Cluster Decoding: Semantic Anchor-Driven Coherence in d{MLLM}s",
    author = "Zhao, Yikai  and
      Zhao, Qiyan  and
      Zhang, Jiaquan  and
      Zhang, Xiaofeng  and
      Yuan, Xiaosong  and
      Cheng, Pengzhou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2072/",
    pages = "47182--47200",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{varriale-etal-2026-latent,
    title = "Latent Bridges for Multi-Table Question Answering",
    author = "Varriale, Simone  and
      Cucumides, Tamara  and
      Geerts, Floris  and
      Papotti, Paolo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2073/",
    pages = "47201--47228",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wei-etal-2026-cose,
    title = "{COSE}: Confidence-Orchestrated Self-Evolution for Effective {LLM} Reasoning",
    author = "Wei, Bowen  and
      Wang, Nan  and
      Zhou, Yuqing  and
      Pan, Jinhao  and
      Zhu, Ziwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2074/",
    pages = "47229--47249",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hong-etal-2026-framework,
    title = "Framework and Benchmark for Code-Driven Agentic Testing in Web Development",
    author = "Hong, Bin  and
      Zhang, Zhenchao  and
      He, Jiyuan  and
      Zhang, Kai  and
      Huang, Zhenya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2075/",
    pages = "47250--47279",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shi-etal-2026-vla,
    title = "{VLA}-Trace: Diagnosing Vision-Language-Action Models through Representation and Behavior Tracing",
    author = "Shi, Haoyuan  and
      Ren, Xiancong  and
      Zhang, Yingji  and
      Zhang, Qinfan  and
      Hu, Jiayu  and
      Shan, Haozhe  and
      Dong, Han  and
      Lu, Jinpeng  and
      Chen, Yinda  and
      Zhang, Yi  and
      Dai, Yong  and
      Ju, Xiaozhu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2076/",
    pages = "47280--47315",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-preferences,
    title = "Not All Preferences Deserve Gradients: Understanding Gradient Utility in Offline Reasoning Alignment",
    author = "Wu, Hui  and
      Cai, Hengyi  and
      Zhao, Jinman  and
      Chen, Xinran  and
      Li, Ziheng  and
      Zhao, Zhejun  and
      Wang, Shuaiqiang  and
      Li, Yuchen  and
      Yin, Dawei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2077/",
    pages = "47316--47330",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-orchdebate,
    title = "{O}rch{D}ebate: Adaptive Orchestration for Multi-Agent Debate via Self-Evolving Skills",
    author = "Zhou, Kaiyu  and
      Zheng, Yongsen  and
      Zhang, Xuanye  and
      Lam, Kwok-Yan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2078/",
    pages = "47331--47350",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-switch,
    title = "Switch Attention: Towards Dynamic and Fine-grained Hybrid Transformers",
    author = "Zhao, Yusheng  and
      Li, Hourun  and
      Wu, Bohan  and
      Yin, Yichun  and
      Shang, Lifeng  and
      Yuan, Jingyang  and
      Zhang, Meng  and
      Zhang, Ming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2079/",
    pages = "47351--47371",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jung-wang-2026-beyond,
    title = "Beyond Chunking: Efficient Global Pooling for Holistic Long-Document Representation",
    author = "Jung, Hoin  and
      Wang, Xiaoqian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2080/",
    pages = "47372--47397",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dong-etal-2026-utilize,
    title = "How to Utilize Complementary Vision-Text Information for 2{D} Structure Understanding",
    author = "Dong, Jiancheng  and
      Jia, Pengyue  and
      Xu, Derong  and
      Cheng, Jiawei  and
      Peng, Jingyu  and
      Zhang, Chao  and
      Liu, Bowen  and
      Sun, Xin  and
      Su, Lixin  and
      Wang, Shuaiqiang  and
      Yin, Dawei  and
      Zhao, Xiangyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2081/",
    pages = "47398--47416",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{luo-etal-2026-riskcuebench,
    title = "{R}isk{C}ue{B}ench: Evaluating Vision Language Models for Anticipatory Risk Reasoning in Videos",
    author = "Luo, Sha  and
      Prabhu, Yogesh  and
      Ossowski, Timothy  and
      Chen, Kaiping  and
      Hu, Junjie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2082/",
    pages = "47417--47449",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-robustness,
    title = "Where Does Robustness Live? Neuron-Guided Adaptation for Retrieval-Augmented Language Models",
    author = "Lee, Jae O  and
      Kim, Jaemin  and
      Ahn, Sumyeong  and
      Park, Seo Yeon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2083/",
    pages = "47450--47469",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fuchs-etal-2026-know,
    title = "You Know What {I} Mean: A Benchmark for Agentic Conversational Reference Grounding",
    author = "Fuchs, Karen  and
      Katz, Uri  and
      Goldberg, Yoav",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2084/",
    pages = "47470--47492",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zeng-etal-2026-depth,
    title = "Depth-Attention: Cross-Layer Value Mixing for Language Models",
    author = "Zeng, Boyi  and
      Hao, Yiqin  and
      Wang, Zitong  and
      Song, Shixiang  and
      Li, He  and
      Song, Feichen  and
      Liu, Yifan  and
      He, Ziwei  and
      Wang, Xinbing  and
      Lin, Zhouhan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2085/",
    pages = "47493--47514",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-harnessing,
    title = "Harnessing {LLM} Agents with Skill Programs",
    author = "Liu, Hongjun  and
      Ming, Yifei  and
      Joty, Shafiq  and
      Zhao, Chen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2086/",
    pages = "47515--47549",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{vu-balloccu-2026-prompts,
    title = "Prompts Without Evidence: How Neuroimaging Mentions Shift Clinical Vision-Language Model Predictions",
    author = "Vu, Doan Nam Long  and
      Balloccu, Simone",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2087/",
    pages = "47550--47578",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ma-etal-2026-learning,
    title = "Learning to Better Exploit Visual Evidence for Multimodal Entity Linking",
    author = "Ma, Yingyao  and
      Wang, Han  and
      Wu, Yuning  and
      Xue, Yifan  and
      Wu, Jiasong  and
      Senhadji, Lotfi  and
      Shu, Huazhong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2088/",
    pages = "47579--47592",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{han-etal-2026-distill,
    title = "Distill Where You Fail: Recovering Learning Signals of Negative {RL}-Groups from Adaptive Teacher Guidance",
    author = "Han, Zhuowen  and
      Xiao, Jinwei  and
      Lu, Zhengxi  and
      Jin, Renren  and
      Yao, Zhiyuan  and
      Liu, Yuxin  and
      Hao, Hongyan  and
      Sun, Yueqing  and
      Yang, Yu  and
      Song, Xierui  and
      Cai, Xunliang  and
      Xiong, Deyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2089/",
    pages = "47593--47606",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-beyond-max,
    title = "Beyond Max Tokens: Stealthy Resource Amplification via Tool Calling Chains in {LLM} Agents",
    author = "Zhou, Kaiyu  and
      Zheng, Yongsen  and
      He, Yicheng  and
      Xue, Meng  and
      Gong, Xueluan  and
      Wang, Yuji  and
      Zhang, Xuanye  and
      Lam, Kwok-Yan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2090/",
    pages = "47607--47623",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{haouari-etal-2026-migrationnarrate,
    title = "{M}igration{N}arrate: A Dataset for Detection of Migration Narratives in {Y}ou{T}ube Videos",
    author = "Haouari, Fatima  and
      Scarton, Carolina  and
      Bontcheva, Kalina",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2091/",
    pages = "47624--47645",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-models,
    title = "When Models Edit Too Much: On the Fidelity of Minimal Code Edits",
    author = "Zhu, Tongyao  and
      Hern, Lim Wei  and
      Kan, Min-Yen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2092/",
    pages = "47646--47667",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-sight,
    title = "Out of Sight, Not Out of Mind: Unveiling Latent Attack in Latent-based Multi-Agent Systems",
    author = "Wang, Chenxi  and
      Huang, Ruiyang  and
      Sun, Jiayan  and
      Wei, Lei  and
      Wu, Yifan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2093/",
    pages = "47668--47696",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ji-etal-2026-da,
    title = "{DA}-{DLM}: Explicitly Modeling Token Dependencies in Diffusion Language Models",
    author = "Ji, Pengyu  and
      Zhang, Zichen  and
      Hu, Xiang  and
      Tu, Kewei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2094/",
    pages = "47697--47713",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-gsar,
    title = "{GSAR}: Goal-State-Anchor Rewards for Mobile {GUI} Agents with Self-Evolving Data Synthesis",
    author = "Zhang, Long  and
      Chen, Yuhan  and
      Zhang, Chaoran  and
      Cao, Wanxia  and
      Huang, Kun  and
      Gao, Pengzhi  and
      Liu, Wei  and
      Luan, Jian  and
      Li, Chenliang  and
      Zou, Lixin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2095/",
    pages = "47714--47730",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cotterell-2026-surprisal,
    title = "Surprisal Theory is Tautological (without Rational Grounding)",
    author = "Cotterell, Ryan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2096/",
    pages = "47731--47747",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{meyer-buys-2026-geometry,
    title = "The Geometry of Low-Resource Language Representations",
    author = "Meyer, Francois  and
      Buys, Jan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2097/",
    pages = "47748--47763",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-boosting,
    title = "Boosting Text-to-Chart Retrieval through Synthesized Hierarchical Insights",
    author = "Wu, Yifan  and
      Yan, Lutao  and
      Zhu, Yizhang  and
      Tseng, Yenchi  and
      Wang, Yong  and
      Wang, Jiannan  and
      Tang, Nan  and
      Luo, Yuyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2098/",
    pages = "47764--47780",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cho-etal-2026-wins,
    title = "Who Wins the Conflict? Mechanistic Interpretability of Text Bias in Audio {LLM}s",
    author = "Cho, Hyebin  and
      Yoo, Suho  and
      Jang, Jaehyuk  and
      Kim, Changick  and
      Chung, Joon Son",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2099/",
    pages = "47781--47799",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cheng-etal-2026-tame,
    title = "{TAME}: A Trustworthy Test-Time Evolution of Agent Memory with Systematic Benchmarking",
    author = "Cheng, Yu  and
      Hu, Yongkang  and
      Zhou, Jiuan  and
      Zhang, Yushuo  and
      Chen, Yihang  and
      Zhou, Huichi  and
      Chen, Mingang  and
      Zhang, Zhizhong  and
      Shao, Kun  and
      Xie, Yuan  and
      Yin, Zhaoxia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2100/",
    pages = "47800--47818",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{roy-dipta-etal-2026-pa3,
    title = "{PA}3: Policy-Aware Agent Alignment through Chain-of-Thought",
    author = "Roy Dipta, Shubhashis  and
      Bis, Daniel  and
      Zhou, Kun  and
      Wang, Lichao  and
      Yao, Benjamin Z.  and
      Guo, Chenlei  and
      Sarikaya, Ruhi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2101/",
    pages = "47819--47842",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-entropy,
    title = "Entropy-Regularized Rank-Masked Policy Optimization for Test-Time Reinforcement Learning in Code Generation",
    author = "Xu, Jiacheng  and
      Chen, Feng  and
      Xu, Xiuneng  and
      An, Bo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2102/",
    pages = "47843--47857",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wei-etal-2026-epiqal,
    title = "{E}pi{QAL}: Benchmarking Large Language Models in Epidemiological Question Answering and Reasoning",
    author = "Wei, Mingyang  and
      Min, Dehai  and
      Liu, Zewen  and
      Xie, Yuzhang  and
      Wu, Guanchen  and
      Zhang, Ziyang  and
      Yang, Carl  and
      Lau, Max SY  and
      He, Qi  and
      Cheng, Lu  and
      Jin, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2103/",
    pages = "47858--47892",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jung-wang-2026-uncertainty,
    title = "Uncertainty-Aware Hybrid Retrieval for Long-Document {RAG}",
    author = "Jung, Hoin  and
      Wang, Xiaoqian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2104/",
    pages = "47893--47911",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-ospd,
    title = "{OSPD}: On-Policy Self-Distillation for Persona-Consistent Dialogue",
    author = "Xu, Rui  and
      Zhang, Yikai  and
      Chen, Aili  and
      Zhao, Zicheng  and
      Yinghui, Xu  and
      Wu, Libo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2105/",
    pages = "47912--47933",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bui-etal-2026-perspectives,
    title = "Perspectives on Cross-Lingual Consistency in {LLM}s for Medical Questions",
    author = "Bui, Minh Duc  and
      Sanz-Guerrero, Mario  and
      Ebrahimi, Abteen  and
      Shaier, Sagi  and
      Kann, Peter Herbert  and
      Mager, Manuel  and
      von der Wense, Katharina",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2106/",
    pages = "47934--47948",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-privacy,
    title = "Privacy-Preserving Generation of Clinical Narratives from Medical Terminologies",
    author = "Wu, Yuping  and
      Schlegel, Viktor  and
      Del-Pinto, Warren  and
      Nandakumar, Srinivasan  and
      Zahid, Iqra  and
      Sun, Yidan  and
      Li, Hao  and
      Omar, Usama Farghaly  and
      Jasmine, Amirah  and
      Kaliya-Perumal, Arun-Kumar  and
      Tham, Chun Shen  and
      Connors, Gabriel  and
      Bharath, Anil Anthony  and
      Nenadic, Goran",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2107/",
    pages = "47949--47969",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dai-etal-2026-evinoterag,
    title = "{E}vi{N}ote{RAG}: Enhancing {RAG} Models via Quality-Augmented Evidence Notes",
    author = "Dai, Yuqin  and
      Wang, Guoqing  and
      Wang, Yuan  and
      Yao, Zhouheng  and
      Dou, Kairan  and
      Zhou, Kaichen  and
      Zhang, Zhanwei  and
      Yang, Shuo  and
      Tang, Fei  and
      Yin, Jun  and
      Zeng, Pengyu  and
      YI, Can  and
      Meng, Changhua  and
      Zhou, Yuchen  and
      Shen, Yongliang  and
      Lu, Shuai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2108/",
    pages = "47970--47990",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bin-etal-2026-knowledge,
    title = "Knowledge Boundaries Are Not Defined by Prompts : Improving the Reachability of Knowledge through Question-Level Probing",
    author = "Bin, Wang  and
      Zhong, Yilu  and
      Chen, Shuping  and
      LI, Hui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2109/",
    pages = "47991--48008",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-divide,
    title = "Divide by Question, Conquer by Agent: {SPLIT}-{RAG} with Question-driven graph partitioning",
    author = "Yang, Ruiyi  and
      Xue, Hao  and
      Razzak, Imran  and
      Pan, Shirui  and
      Hacid, Hakim  and
      Salim, Flora D.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2110/",
    pages = "48009--48026",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-one-trace,
    title = "One Trace Is Not Enough: Paired Probing for Runtime Backdoor Detection in Limited-Black-Box {LLM}s",
    author = "Wang, Yansu  and
      Chen, Feiyan  and
      Zhang, Rui  and
      Huang, Kaizhu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2111/",
    pages = "48027--48043",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{seo-kim-2026-natural,
    title = "Natural-Language Temporal Grounding in Hour-Long Videos is a Search Problem: A Benchmark and Empirical Decomposition",
    author = "Seo, Sukmin  and
      Kim, Geewook",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2112/",
    pages = "48044--48056",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{deng-etal-2026-language,
    title = "The Language{--}Energy Divide: Measuring Energy Costs of Multilingual {LLM} Inference",
    author = "Deng, Naihao  and
      Shen, Alissa  and
      Feng, Yiming  and
      Nwatu, Joan  and
      Chung, Jae-Won  and
      Chowdhury, Mosharaf  and
      Chen, Yulong  and
      Mihalcea, Rada",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2113/",
    pages = "48057--48075",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{feng-etal-2026-pear,
    title = "{PEAR}: Permutation-Equivariant Adaptive Routing Multi-Agent Debate",
    author = "Feng, Yang  and
      Xu, Ziwei  and
      Hu, Xia  and
      He, Fengxiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2114/",
    pages = "48076--48103",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{feng-etal-2026-arm,
    title = "{ARM}: Role-Conditioned Neuron Transplantation for Training-Free Generalist {LLM} Agent Merging",
    author = "Feng, Zhuoka  and
      Chen, Kang  and
      Zhao, Sihan  and
      Xiong, Kai  and
      Wang, Yaoning  and
      Minshen, Yu  and
      Nian, Junjie  and
      Xiao, Changyi  and
      Cao, Yixin  and
      Jiang, Yu-Gang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2115/",
    pages = "48104--48118",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-mulferl,
    title = "{M}ul{F}e{RL}: Enhancing Reinforcement Learning with Verbal Feedback in a Multi-turn Loop",
    author = "Li, Xuancheng  and
      Li, Haitao  and
      Zhou, Yujia  and
      Liu, Yiqun  and
      Zhang, Min  and
      Ai, Qingyao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2116/",
    pages = "48119--48153",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jia-etal-2026-re3cap,
    title = "{R}e$^3${C}ap: Retrieval-Guided Refinement for Image Captioning Enhancement via Reinforcement Learning",
    author = "Jia, Haonan  and
      Dong, Shichao  and
      Sun, Zenghui  and
      Zheng, Jiawen  and
      Miao, Ziqi  and
      Shi, Gege  and
      Zhao, Qiuyu  and
      Lan, Jinsong  and
      Zhu, Xiaoyong  and
      Zheng, Bo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2117/",
    pages = "48154--48169",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tonneau-etal-2026-different,
    title = "Different Demographic Cues Yield Inconsistent Conclusions About {LLM} Personalization and Bias",
    author = "Tonneau, Manuel  and
      Sehgal, Neil  and
      Malhotra, Niyati  and
      Kazemi, Sharif  and
      Orozco-Olvera, Victor  and
      Munoz Boudet, Ana Maria  and
      Subramanian, Lakshmi  and
      Fraiberger, Samuel  and
      Guntuku, Sharath Chandra  and
      Hofmann, Valentin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2118/",
    pages = "48170--48198",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gabay-etal-2026-beyond,
    title = "Beyond Memorization: Distinguishing Between Pattern-Based and Epistemic Reasoning in {LLM}s Using Epistemic Puzzles",
    author = "Gabay, Adi  and
      Stanovsky, Gabriel  and
      Peterfreund, Liat",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2119/",
    pages = "48199--48218",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ma-etal-2026-huggingr4,
    title = "{H}ugging{R}$^4$: A Progressive Reasoning Framework for Discovering Optimal Model Companions",
    author = "Ma, Shaoyin  and
      Hu, Chenggong  and
      Wang, Huiqiong  and
      Sun, Li  and
      Song, Mingli  and
      Song, Jie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2120/",
    pages = "48219--48240",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-lexagenthallu,
    title = "{L}ex{A}gent{H}allu: A Hierarchical Benchmark for Profiling Hallucinations in Legal Agents",
    author = "Zhou, Yujin  and
      Zheng, Mingxuan  and
      Cao, Chuxue  and
      Yidan, Huang  and
      Chen, Jiale  and
      Guo, Yike  and
      Han, Sirui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2121/",
    pages = "48241--48269",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{maye-lasserre-etal-2026-generating,
    title = "Generating Reports or Repeating Templates? Measuring and Mitigating Template Collapse in 3{D} {CT} Report Generation",
    author = "Maye-Lasserre, Tom  and
      Li, Yitong  and
      Jian, Bailiang  and
      Ghahremani, Morteza  and
      Wiestler, Benedikt  and
      Wachinger, Christian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2122/",
    pages = "48270--48286",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-etal-2026-position,
    title = "Is Position Bias in Dense Retrievers Built In{---}or Learned from Data?",
    author = "Yu, Daegon  and
      Han, SeungYoon  and
      Park, Woomyoung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2123/",
    pages = "48287--48311",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ceppi-sanchez-2026-flip,
    title = "Flip, Don{'}t Shuffle: Watermarking {LLM}s at the Speed of Inference",
    author = "Ceppi, Simone  and
      Sanchez, Ignacio",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2124/",
    pages = "48312--48328",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{deng-etal-2026-one,
    title = "One Example Is Enough to Pass Fairness Benchmarks: Rethinking Fairness Evaluation for Aligned {LLM}s",
    author = "Deng, Naihao  and
      Arif, Samee  and
      Chang, Shuaichen  and
      Chen, Yulong  and
      Mihalcea, Rada",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2125/",
    pages = "48329--48351",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-park-2026-scone,
    title = "{SC}o{NE} : Selective Context-aware Neuron Editing for Robust Retrieval-Augmented Generation",
    author = "Kim, Chaewon  and
      Park, Seo Yeon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2126/",
    pages = "48352--48363",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{frenkel-etal-2026-language,
    title = "Language Proficiency Assessment from Eye Movements in Naturalistic Passage Reading",
    author = "Frenkel, Shachar  and
      Falah, Ido  and
      Shubi, Omer  and
      Berzak, Yevgeni",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2127/",
    pages = "48364--48389",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-much,
    title = "How Much Can We Trust {LLM} Search Agents? Measuring Endorsement Vulnerability to Web Content Manipulation",
    author = {Chen, Yimeng  and
      Ren, Zhe  and
      Laakom, Firas  and
      Li, Yu  and
      Guo, Dandan  and
      Schmidhuber, J{\"u}rgen},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2128/",
    pages = "48390--48413",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-poweropd,
    title = "{P}ower{OPD}: Stabilizing On-Policy Distillation with Bounded Power Transformation",
    author = "Zhao, Anhao  and
      Tong, Junlong  and
      Fan, Yingqi  and
      Nie, Ping  and
      Li, Wenjie  and
      Shen, Xiaoyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2129/",
    pages = "48414--48427",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-coin,
    title = "{COIN}: A Live, Large-scale Benchmark for Semantics-to-Input Code Reasoning",
    author = "Kim, Jiho  and
      Zhang, Cen  and
      Kim, Youngjoon  and
      Kim, Dongkwan  and
      Lee, Brian Junekyu  and
      Jeong, Dae R.  and
      Kim, Taesoo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2130/",
    pages = "48428--48453",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{galatolo-beloucif-2026-low,
    title = "Low-Resource Preference Adaptation of {LLM}s via Activation-Based Label Propagation",
    author = "Galatolo, Alessio  and
      Beloucif, Meriem",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2131/",
    pages = "48454--48471",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{o-lee-2026-subtraction,
    title = "Subtraction Gets You More: Gap-Aware Retrieval for Multimodal Multi-Hop {QA}",
    author = "O, Sunah  and
      Lee, Jay-Yoon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2132/",
    pages = "48472--48490",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{maheswaran-desarkar-2026-understanding,
    title = "Understanding {\&} Isolating the Assistant State in Instruction-Tuned Models",
    author = "Maheswaran, Aishwarya  and
      Desarkar, Maunendra Sankar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2133/",
    pages = "48491--48511",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dai-etal-2026-enhancing,
    title = "Enhancing Repository-Level Code Completion with Reinforcement Learning in Real-World Scenarios",
    author = "Dai, Zhenlong  and
      Zhao, Zhuoluo  and
      Tang, Xiu  and
      Wu, Sai  and
      Yao, Chang  and
      Gao, Zhipeng  and
      Chen, Jingyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2134/",
    pages = "48512--48528",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jiang-etal-2026-vista,
    title = "Vista: An Efficient Late Interaction Engine for Multi-Vector Visual Document Retrieval",
    author = "Jiang, Haolin  and
      Pan, Jinwen  and
      Saini, Abhishek  and
      Li, Weihang  and
      Liu, Hang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2135/",
    pages = "48529--48543",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{khan-etal-2026-graphprofiler,
    title = "{G}raph{P}rofiler: Source-Linked Sensitive Attribute Inference via Personal Knowledge Graphs",
    author = "Khan, Ahmed Sohair  and
      He, Estrid  and
      Ma, Chenglong  and
      Wachowicz, Monica  and
      Naghizade, Elham",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2136/",
    pages = "48544--48574",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{veigel-mayer-2026-conformbench,
    title = "{C}on{F}orm{B}ench: Evaluating Evidence-Supported Record Maintenance in Conversational Form Filling",
    author = "Veigel, Timothy  and
      Mayer, Sven",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2137/",
    pages = "48575--48599",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-r2med,
    title = "{R}2{MED}: A Benchmark for Reasoning-Driven Medical Retrieval",
    author = "Zhang, Xiangxu  and
      Li, Lei  and
      Liu, Zheng  and
      Zhou, Xiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2138/",
    pages = "48600--48637",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kumar-etal-2026-tokenizers,
    title = "When Tokenizers Fail: Byte-Level Chunking for Zero-Shot Transfer to Low-Resource Languages",
    author = "Kumar, Sanjeev  and
      Yamaguchi, Atsuki  and
      Aletras, Nikolaos",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2139/",
    pages = "48638--48651",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xue-etal-2026-beyond-final,
    title = "Beyond Final Success: Semantic Progress Diagnostics for Agent Trajectory Evaluation",
    author = "Xue, Nan  and
      Wang, Tinghao  and
      Tang, Li",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2140/",
    pages = "48652--48672",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chang-etal-2026-beyond-semantic,
    title = "Beyond Semantic Accuracy: Consequence-Aware Evaluation for Safety-Critical Language Understanding",
    author = "Chang, Yujing  and
      Pham, Duc-thinh  and
      Thai, Van-Phat  and
      Ma, Chunyao  and
      Guleria, Yash  and
      Huy, Pham Nhut  and
      Alam, Sameer",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2141/",
    pages = "48673--48708",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lequeu-etal-2026-give,
    title = "Give it Space! Explicit Disentangling of Positional and Semantic Representations in Encoders",
    author = "Lequeu, Pierre-Antoine  and
      Barboule, Camille  and
      Piwowarski, Benjamin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2142/",
    pages = "48709--48727",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{park-etal-2026-group,
    title = "Group-Aware Adaptive Retrieval for Evidence Navigation",
    author = "Park, June  and
      Kwon, Jun  and
      Kim, Jonghyo  and
      Lee, Jongwuk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2143/",
    pages = "48728--48747",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-task-oriented,
    title = "Task-Oriented Moment Localization for Long Video Understanding with Near-Second Coverage",
    author = "Liu, Xiangrui  and
      Qin, Minghao  and
      Shu, Yan  and
      Liang, Zhengyang  and
      Tian, Yang  and
      Zhang, Chen Jason  and
      Zhao, Bo  and
      Liu, Zheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2144/",
    pages = "48748--48769",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-raset,
    title = "{RASET}: Router-Agnostic Safety-Critical Expert Tuning Exposes Localized Safety Enforcement Failures in Mixture-of-Experts {LLM}s",
    author = "Zhang, Zhibo  and
      Li, Yuxi  and
      Ouyang, Zhen  and
      Shi, Ling  and
      Wang, Kailong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2145/",
    pages = "48770--48789",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-pivot,
    title = "Pivot-{SD}: Efficient Self-Distillation for Masked Diffusion Language Models",
    author = "Kim, Seo Hyun  and
      Hong, Sunwoo  and
      Choi, Younwoo  and
      Chao, Chen-Hao  and
      Yun, Se-Young  and
      Krishnan, Rahul G",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2146/",
    pages = "48790--48806",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-steer,
    title = "Steer on Rubrics: Auditable Steering of {S}chwartz Values in Language Models",
    author = "Xu, Zichen  and
      Zhao, Geng  and
      Qin, Aoxiang  and
      Zhou, Li  and
      Wang, Benyou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2147/",
    pages = "48807--48838",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-warm,
    title = "Warm Up with a Rubric, Then Merge: Decoupling Grounding Gains from Reasoning Costs in Vision-Language Models",
    author = "Chen, Jingfan  and
      Wang, Lin  and
      Su, Jingran  and
      Qing, Li",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2148/",
    pages = "48839--48855",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{satouf-etal-2026-storm,
    title = "{STORM}: Stepwise Token Optimization with Reward-Guided Beam Search",
    author = "Satouf, Arthur  and
      D{'}Erasmo, Giulio  and
      Zong, Yuxuan  and
      Boubacar, Habiboulaye Amadou  and
      Piantanida, Pablo  and
      Piwowarski, Benjamin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2149/",
    pages = "48856--48871",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shiba-etal-2026-leap,
    title = "{LEAP}: Learning Edit-Adaptable Parameters for Multi-Hop Knowledge Propagation",
    author = {Shiba, Taichi  and
      M{\"u}ller-Eberstein, Max  and
      Isonuma, Masaru  and
      Oseki, Yohei  and
      Miyao, Yusuke},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2150/",
    pages = "48872--48887",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jorgenvag-etal-2026-reinforcement,
    title = "Reinforcement Learning Can Amplify Emergent Misalignment from Harmless Rewards",
    author = {J{\o}rgenv{\r{a}}g, Magnus  and
      Kacz{\'e}r, David  and
      Ruttert, Lasse  and
      G{\"u}lhan, Marvin  and
      Flek, Lucie  and
      Mai, Florian},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2151/",
    pages = "48888--48926",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nussbaum-hoffer-etal-2026-llm,
    title = "{LLM} Explainability with Counterfactual Chains and Causal Graphs",
    author = "Nussbaum-Hoffer, Nirit  and
      Calderon, Nitay  and
      Ein-Dor, Liat  and
      Reichart, Roi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2152/",
    pages = "48927--48967",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{moon-etal-2026-language,
    title = "Language Shapes Instruction Hierarchy Compliance in Multilingual {LLM}s",
    author = "Moon, Jiwon  and
      Hwang, Yerin  and
      Jung, Kyomin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2153/",
    pages = "48968--49004",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dente-etal-2026-llms,
    title = "Do {LLM}s Understand Backend Data-Layer Semantics? A Controlled Study of Cross-Endpoint Issues",
    author = "Dente, Francesco  and
      Satriani, Dario  and
      Santoro, Donatello  and
      Veltri, Enzo  and
      Papotti, Paolo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2154/",
    pages = "49005--49019",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-score,
    title = "{SCORE}: Similarity-Aware Contextual Overlap-Redundancy Eviction for Efficient {KV} Cache Compression in {LLM}s",
    author = "Lee, Gilha  and
      Lee, Seungil  and
      Kim, Hyun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2155/",
    pages = "49020--49038",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jang-etal-2026-ask,
    title = "How You Ask Matters! Adaptive {RAG} Robustness to Query Variations",
    author = "Jang, Yunah  and
      Sundriyal, Megha  and
      Jung, Kyomin  and
      Cha, Meeyoung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2156/",
    pages = "49039--49077",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-omnireasoner,
    title = "{O}mni{R}easoner: Thinking with Long Audio-Video via Native Tool Use",
    author = "Chen, Yu  and
      Wang, Qiufeng  and
      Li, Caorui  and
      Xiong, Ziyu  and
      Wang, Yi-Dong  and
      Gao, Mingqi  and
      Liu, Shuman  and
      Liu, Biao  and
      Yang, Chunfeng  and
      Zeng, Anxiang  and
      Zhang, Haibo  and
      Chen, Chaofan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2157/",
    pages = "49078--49096",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-defending,
    title = "Defending Agentic Fact-Checking Against Adversarial Attacks",
    author = "Liu, Fanzhen  and
      Xu, Tingyang  and
      Lin, Xixun  and
      Xiang, Haolong  and
      Zhang, Ge  and
      Du, Anan  and
      Pang, Shuchao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2158/",
    pages = "49097--49122",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{an-etal-2026-steering,
    title = "Steering Language Models Before They Speak: Logit-Level Interventions",
    author = "An, Hyeseon  and
      Park, Shinwoo  and
      Jin, Hyundong  and
      Han, Yo-Sub",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2159/",
    pages = "49123--49143",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-loopmoe,
    title = "{L}oop{M}o{E}: Unifying Iterative Computation with Mixture-of-Experts for Language Modeling",
    author = "Chen, Wenkai  and
      Li, Tianshu  and
      Huang, Wenyong  and
      Yin, Yichun  and
      Shang, Lifeng  and
      Qin, Chengwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2160/",
    pages = "49144--49159",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{vishnyakov-gaintseva-2026-sv,
    title = "{SV}-Detect: {AI}-generated Text Detection with Steering Vectors",
    author = "Vishnyakov, Mikhail  and
      Gaintseva, Tatiana",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2161/",
    pages = "49160--49186",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-beyond-homogeneous,
    title = "Beyond Homogeneous Attention: Memory-Efficient {LLM}s via {F}ourier-Approximated {KV} Cache",
    author = "Wang, Qiqi  and
      He, Siyang  and
      Liu, Xiaoran  and
      Li, Ruixiao  and
      Song, Yuerong  and
      Liu, Zhigeng  and
      Huang, Mianqiu  and
      Huang, Zengfeng  and
      Guo, Qipeng  and
      He, Ziwei  and
      Qiu, Xipeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2162/",
    pages = "49187--49205",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{park-etal-2026-molsc,
    title = "{M}ol{SC}: Leveraging Substituent Contributions to Enhance Fine-grained Molecular Understanding in {LLM}s",
    author = "Park, Hyuntae  and
      Kim, Sooyeon  and
      Park, Jiwon  and
      Lee, SangKeun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2163/",
    pages = "49206--49229",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{joshi-etal-2026-many,
    title = "Too Many Cooks Spoil The Broth: Auditing Multi-Agent {LLM} Councils For Medical Reasoning",
    author = "Joshi, Mukul  and
      Jalan, Pratik  and
      Magotra, Akhilesh  and
      Jadhav, Kshitij Sharad",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2164/",
    pages = "49230--49245",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yan-etal-2026-t2er,
    title = "{T}2{ER}: A {C}hinese Benchmark for Text-to-Executable-Rule Generation in Medical Insurance",
    author = "Yan, Hanjing  and
      Li, Rubin  and
      Lin, Yuxuan  and
      Zhu, Siyi  and
      Wang, Yuxiang  and
      Yu, Guangya  and
      Chu, Yuxiang  and
      Fan, Yongqi  and
      Wu, Yinan  and
      Wei, Bao  and
      Zhang, Weiyan  and
      Ruan, Tong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2165/",
    pages = "49246--49264",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-improving-latent,
    title = "Improving Latent Reasoning in {LLM}s via Soft Concept Mixing",
    author = "Wang, Kang  and
      Luo, Xiaocheng  and
      Duan, Xiangyu  and
      Yao, Yu  and
      Zhan, Zaifu  and
      Zhang, Min",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2166/",
    pages = "49265--49278",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ranaldi-2026-world,
    title = "World-Model Evolving Agents",
    author = "Ranaldi, Leonardo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2167/",
    pages = "49279--49294",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{maraia-etal-2026-abstract,
    title = "Abstract Activation Spaces for Content-Invariant Reasoning in Large Language Models",
    author = "Maraia, Gabriele  and
      Valentino, Marco  and
      Zanzotto, Fabio Massimo  and
      Ranaldi, Leonardo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2168/",
    pages = "49295--49323",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-anderson-2026-transfers,
    title = "What Transfers Across Cuneiform? Script-Level Substrate and Language-Specific Regularities via Segmentation and Representation",
    author = "Zhou, Chuanjun  and
      Anderson, Adam G",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2169/",
    pages = "49324--49340",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{meister-etal-2026-langmap,
    title = "{L}ang{MAP}: A Language-Adaptive Approach to Tokenization",
    author = "Meister, Clara  and
      Salhan, Suchir  and
      Szablewski, Andrzej  and
      Lesci, Pietro  and
      Buttery, Paula  and
      Pimentel, Tiago",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2170/",
    pages = "49341--49362",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-e2rank,
    title = "{E}2{R}ank: Unifying Text Embedding and Listwise Reranking for Effective and Efficient Search",
    author = "Liu, Qi  and
      Zhang, Yanzhao  and
      Li, Mingxin  and
      Long, Dingkun  and
      Xie, Pengjun  and
      Mao, Jiaxin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2171/",
    pages = "49363--49385",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gui-etal-2026-macbench,
    title = "{MACB}ench: Benchmarking Multi-turn Agentic Coding with Evolving Requirements in Frontend Web Development",
    author = "Gui, Jiayi  and
      Wen, Bosi  and
      Zhang, Haoke  and
      Ke, Pei  and
      Cen, Yukuo  and
      Yang, Dayong  and
      Huang, Minlie  and
      Tang, Jie  and
      Wang, Cunxiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2172/",
    pages = "49386--49401",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zheng-etal-2026-vispa,
    title = "{VISPA}: Pluralistic Alignment via Automatic Value Selection and Activation",
    author = "Zheng, Shenyan  and
      Zhong, Jiayou  and
      Shetty, Anudeex  and
      Ji, Heng  and
      Nakov, Preslav  and
      Naseem, Usman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2173/",
    pages = "49402--49431",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-itersynth,
    title = "{I}ter{S}ynth: Rethinking Deep Search Agents via Role-Decoupled Iterative Synthesis",
    author = "Wu, Xingyu  and
      Yan, Yuchen  and
      Lu, Zhengxi  and
      Chen, Siqi  and
      Zhang, Xin  and
      Liu, Aiting  and
      Deng, Chao  and
      Liu, Jie  and
      Ma, Jin  and
      Shao, Jian  and
      Xiao, Jun  and
      Shen, Yongliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2174/",
    pages = "49432--49458",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ahmadi-sennrich-2026-language,
    title = "Language Identification for Non-Standard Varieties: Language Varieties as Geolects on a Geodesic Grid",
    author = "Ahmadi, Sina  and
      Sennrich, Rico",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2175/",
    pages = "49459--49481",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-efficiency,
    title = "On the Efficiency-Safety Dilemma in Large Reasoning Models",
    author = "Yang, Yifei  and
      Cao, Zouying  and
      Wang, Xingrui  and
      Zhou, Xiao  and
      Li, Yuexian  and
      Yang, Dongjie  and
      Zhao, Hai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2176/",
    pages = "49482--49500",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jung-etal-2026-shortcut,
    title = "Shortcut-Controlled Evaluation for {AI}-Generated Text Detection",
    author = "Jung, Hee-Young  and
      Ahn, Jae-Eon  and
      Park, Seong-Jin  and
      Kim, Kang-Min",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2177/",
    pages = "49501--49530",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sallouh-etal-2026-modern,
    title = "Does {M}odern {S}tandard {A}rabic ({MSA}) Dominate {A}rabic Dialects in {LLM}s? A Representation-Level Analysis",
    author = {Sallouh, Abdu  and
      Popovi{\v{c}}, Nicholas  and
      F{\"a}rber, Michael},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2178/",
    pages = "49531--49543",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{you-etal-2026-messagesieve,
    title = "{M}essage{S}ieve: Runtime Message Pruning for Accurate and Efficient {LLM}-Based Multi-Agent Communication",
    author = "You, Nianhao  and
      Dong, Yubo  and
      Wang, Jun  and
      Fan, Hehe  and
      Yang, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2179/",
    pages = "49544--49566",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{von-rad-etal-2026-unicomp,
    title = "{U}ni{C}omp: A Unified Evaluation of Large Language Model Compression via Pruning, Quantization, and Distillation",
    author = "von Rad, Jonathan  and
      Cao, Yong  and
      Geiger, Andreas",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2180/",
    pages = "49567--49589",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bazin-etal-2026-retrospective,
    title = "A retrospective analysis on the use of {LLM}s to study infant syntax learning",
    author = "Bazin, H{\'e}lie  and
      Barberousse, Anouk  and
      Yvon, Fran{\c{c}}ois",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2181/",
    pages = "49590--49606",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{white-arase-2026-freqblimp,
    title = "{F}req{BL}i{MP}: Frequency-Controlled Minimal Pairs Reveal Robustness and Fragility of {LLM}s Under Lexical Rarity",
    author = "White, Tyrone  and
      Arase, Yuki",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2182/",
    pages = "49607--49628",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhong-etal-2026-self,
    title = "Self-Correcting Agentic {RAG} via Memory-Grounded Failure Localization",
    author = "Zhong, Haoyang  and
      Sun, Yifei  and
      Liu, Shiwei  and
      li, Jie  and
      Wang, Chunping  and
      Yang, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2183/",
    pages = "49629--49652",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-wearertext,
    title = "{W}earer{T}ext: Benchmarking Wearer-Centered Scene Text Understanding in {AI}-Glasses Videos",
    author = "Zhang, Yaping  and
      Tu, Mei  and
      Wu, Jinting  and
      Zhang, Qixuan  and
      Chen, Xiaoyu  and
      Zhang, Mengchao  and
      Huang, Yuchen  and
      Chen, Junshen  and
      Zhang, Fan  and
      Xiang, Lu  and
      Zhu, Junnan  and
      Zhao, Yang  and
      Zhou, Yu  and
      Zong, Chengqing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2184/",
    pages = "49653--49669",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{idahl-etal-2026-multisynt,
    title = "{M}ulti{S}ynt/{MT}: Trillion-Token Multi-Parallel Pretraining Data Translated Across 36 Languages",
    author = {Idahl, Maximilian  and
      Tiedemann, J{\"o}rg  and
      Pyysalo, Sampo  and
      Salinas, David  and
      Galica, Tomasz  and
      Qian, Shenbin  and
      Mateiu, Tudor Nicolae  and
      Li, Zihao  and
      Lokrantz, Anna  and
      Vitiugin, Fedor  and
      Martins, Andre  and
      Kanerva, Jenna  and
      Ginter, Filip  and
      Lindemann, Matthias  and
      Isbister, Tim  and
      Moell, Birger  and
      Lindh, Jonas  and
      Haji{\v{c}}, Jan  and
      Jitsev, Jenia  and
      Kutuzov, Andrey  and
      Oepen, Stephan  and
      Ram{\'i}rez-S{\'a}nchez, Gema},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2185/",
    pages = "49670--49694",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gong-etal-2026-opacity,
    title = "Opacity Is Not Privacy: Information-Constrained Latent Communication for Multi-Agent {LLM} Systems",
    author = "Gong, Yao  and
      Xiang, Long  and
      Liang, Di  and
      Liu, Peiyang  and
      Lin, Zekai  and
      Hong, Mengze  and
      Wu, Xianjie  and
      Peng, Minlong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2186/",
    pages = "49695--49717",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ren-etal-2026-cforce,
    title = "{CF}orce: Boosting Parallel Decoding for d{LLM}s via Consistency Forcing",
    author = "Ren, Yuji  and
      Xu, Chenkai  and
      Gong, Zhuocheng  and
      Li, Jianguo  and
      Deng, Zhijie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2187/",
    pages = "49718--49734",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-unified,
    title = "Unified Context Evolution for {LLM} Agents",
    author = "Zhu, Zixuan  and
      Hu, Yitong  and
      Dai, Yong  and
      Fang, Junfeng  and
      Jiang, Chunyang  and
      Hu, Senkang  and
      Zhao, Yuzhi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2188/",
    pages = "49735--49763",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{s-i-etal-2026-exploring,
    title = "Exploring Collaboration between a language and a non-language agent",
    author = "S I, Harini  and
      Singh, Somesh Kumar  and
      Singla, Yaman Kumar  and
      Shah, Rajiv Ratn  and
      Doermann, David  and
      Krishnamurthy, Balaji",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2189/",
    pages = "49764--49799",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{quoc-etal-2026-steering,
    title = "Steering from Random Quotients: A Sample-Complexity Theory of Polysemantic Contrast Pairs",
    author = "Quoc, Khanh Nguyen  and
      Doan, Luong  and
      Nguyen, Duc Hai  and
      Hung, Mai Phan Quoc  and
      Vu, Ngoc Mai  and
      Ho, Phong  and
      Duong, Nhung  and
      Do, Tuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2190/",
    pages = "49800--49813",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{han-etal-2026-culturevidbench,
    title = "{C}ulture{V}id{B}ench: Benchmarking Cultural Understanding in Text-to-Video Generation",
    author = "Han, Xianjing  and
      SU, Yuhan  and
      Deng, Yang  and
      Ma, Dong  and
      Tay, Wee Peng  and
      Zhu, Bin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2191/",
    pages = "49814--49832",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{peng-etal-2026-llm,
    title = "Can {LLM}-as-a-Judge Reliably Verify Rubrics in Agentic Scenarios?",
    author = "Peng, Yangda  and
      Qi, Yunjia  and
      Xia, Haotian  and
      He, Guanzhong  and
      Shi, Xintong  and
      Xuan, Richeng  and
      Lu, Songyuanyi  and
      Liu, Yixian  and
      Hu, Zhichao  and
      Yuhong, Lliu  and
      Peng, Hao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2192/",
    pages = "49833--49851",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jeong-etal-2026-abed,
    title = "{ABED}: Assumption-Based Bidirectional Entailment Diagnosis for Open-World Logical Reasoning",
    author = "Jeong, Seyeon  and
      Park, Sojeong  and
      Jang, Beakcheol",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2193/",
    pages = "49852--49876",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{oza-etal-2026-safer,
    title = "{SAFER}: Spectral Correlation Prior-based Attention Signature Flow for Enhanced Robustness in Harmful Prompt Detection",
    author = "Oza, Neeva  and
      Kumar, Kolavennu Mani Kanta Krishna  and
      Mishra, Rahul",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2194/",
    pages = "49877--49904",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liao-etal-2026-differentiable,
    title = "Differentiable Geometric Alignment for {LLM} Spatial Reasoning: Training-Time Symbolic Constraints, Solver-Free Inference",
    author = "Liao, Yuhao  and
      Zeng, Zijian  and
      Yang, Huiming  and
      Dingding",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2195/",
    pages = "49905--49928",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jiang-etal-2026-speechrole,
    title = "{S}peech{R}ole: A Large-Scale Dataset and Benchmark for Evaluating Speech Role-Playing Agents",
    author = "Jiang, Changhao  and
      Sun, Jiajun  and
      Cao, Yifei  and
      Zhuang, Jiabao  and
      Che, Xinmeng  and
      Li, Hui  and
      Fan, Xiaoran  and
      Zhang, Ming  and
      Ye, Junjie  and
      Dou, Shihan  and
      Xi, Zhiheng  and
      Tong, Jingqi  and
      Wu, Yilong  and
      Fan, Baoyu  and
      Ji, Tao  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2196/",
    pages = "49929--49954",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-beyond-linearization,
    title = "Beyond Linearization: Attributed Table Graphs for Table Reasoning",
    author = "Wang, Yuxiang  and
      Gan, Junhao  and
      Gao, Shengxiang  and
      Ye, Shenghao  and
      Yang, Zhengyi  and
      Qi, Jianzhong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2197/",
    pages = "49955--49974",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{alshehyari-etal-2026-copyshield,
    title = "{C}opy{S}hield: A Cross-Level Benchmark of Copyright Defenses in {LLM}s",
    author = "Alshehyari, Maryam  and
      Chauhan, Dushyant Singh  and
      Poppi, Samuele  and
      Tak{\'a}{\v{c}}, Martin  and
      Lahlou, Salem  and
      Lukas, Nils",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2198/",
    pages = "49975--49989",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{peng-etal-2026-grkv,
    title = "{GRKV}: Global Regression for Training-Free {KV} Cache Compression in Long-Context {LLM}s",
    author = "Peng, Junjie  and
      Wu, You  and
      Wu, Haoyi  and
      Han, Jialong  and
      Xie, Xiaohua  and
      Tu, Kewei  and
      Lai, Jianhuang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2199/",
    pages = "49990--50014",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kialy-etal-2026-universal,
    title = "A Universal Vibe? Finding and Controlling Language-Agnostic Informal Register with {SAE}s",
    author = "Kialy, Uri Z.  and
      Shtarkberg, Avraham  and
      Klein, Ayal",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2200/",
    pages = "50015--50032",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-code,
    title = "Code Agents Don{'}t Understand Root Cause:Evaluating Code Agents on Linux Kernel Fault Localization",
    author = "Li, Yuekeng  and
      Xu, Ao  and
      Shi, Jie  and
      Jiang, Sihang  and
      Ma, Lipeng  and
      Xu, Bo  and
      Xiao, Yanghua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2201/",
    pages = "50033--50053",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-training,
    title = "Training-Free Generative Retrieval",
    author = "Zhang, Yingchen  and
      Zhang, Ruqing  and
      Guo, Jiafeng  and
      Rijke, Maarten de  and
      Lv, Fuyu  and
      Cheng, Xueqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2202/",
    pages = "50054--50069",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-siming,
    title = "{S}i{M}ing-Bench: Evaluating Procedural Correctness from Continuous Interactions in Clinical Skill Videos",
    author = "Huang, Xiyang  and
      Lin, Jiawei  and
      Wu, Keying  and
      Huang, Jiaxin  and
      Yang, Kailai  and
      Wei, Renxiong  and
      Zeng, Cheng  and
      Xiang, Jiayi  and
      Kuang, Ziyan  and
      Peng, Min  and
      Xie, Qianqian  and
      Ananiadou, Sophia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2203/",
    pages = "50070--50103",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{korotyshova-etal-2026-essa,
    title = "{ESSA}: Evolutionary Strategies for Scalable Alignment",
    author = "Korotyshova, Daria  and
      Shaposhnikov, Boris  and
      Malakhov, Alexey  and
      Khokhulin, Alexey  and
      Surnachev, Nikita  and
      Ovcharenko, Kirill  and
      Bredis, George  and
      Gorbatovski, Alexey  and
      Sinii, Viacheslav  and
      Gavrilov, Daniil",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2204/",
    pages = "50104--50142",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{peng-etal-2026-quanag,
    title = "{Q}ua{NAG}: {LLM}-driven Memory-bounded Neural Architecture Generation via Quantization-branched Exploration",
    author = "Peng, Yingqi  and
      Lin, Yifan  and
      Gong, Kaijie  and
      Gao, Yi  and
      Dong, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2205/",
    pages = "50143--50174",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{han-etal-2026-implicit-unwatermarking,
    title = "Implicit Unwatermarking in Pseudo-Reference Reranking for {LLM} Watermarking",
    author = "Han, Sungwoo  and
      Kwon, Jingun  and
      Kamigaito, Hidetaka  and
      Okumura, Manabu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2206/",
    pages = "50175--50187",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{arustashvili-balog-2026-survey,
    title = "A Survey on Natural Language User Profiles for Recommendation: Methods, Datasets, and Metrics",
    author = "Arustashvili, Mariam  and
      Balog, Krisztian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2207/",
    pages = "50188--50206",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{song-etal-2026-beyond,
    title = "Beyond Survival: Evaluating {LLM}s in Social Deduction Games with Human-Aligned Strategies",
    author = "Song, Zirui  and
      Huang, Yuan  and
      Liu, Junchang  and
      Luo, Haozhe  and
      Wang, Chenxi  and
      Gao, Lang  and
      Xu, Zixiang  and
      Zhang, Bairui  and
      Han, Mingfei  and
      Chang, Xiaojun  and
      Chen, Xiuying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2208/",
    pages = "50207--50243",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-eger-2026-justification,
    title = "Justification of Emotional Appeal in Computational Argumentation",
    author = "Chen, Yanran  and
      Eger, Steffen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2209/",
    pages = "50244--50273",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lv-etal-2026-hear,
    title = "{HEAR}-{RAG}: A Hypergraph-Based Evidence-Aware Retrieval-Augmented Generation Framework for Multi-Hop Question Answering",
    author = "Lv, Changbin  and
      Wang, Weihua  and
      Tao, Lianlong  and
      Xing, Jiale  and
      Bao, Feilong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2210/",
    pages = "50274--50289",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cong-etal-2026-decouple,
    title = "Decouple to Forget: Semantic Mediation for Sensitive Unlearning in Large Language Models",
    author = "Cong, Jingyue  and
      Song, Andy  and
      Yu, Yang  and
      Sarwar, Tabinda  and
      Li, Xinshu  and
      Xu, Ziqi  and
      Yi, Xun  and
      Wang, Ke  and
      Han, Bo  and
      He, Estrid",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2211/",
    pages = "50290--50315",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tang-etal-2026-multi,
    title = "Multi-Field Tool Retrieval",
    author = "Tang, Yichen  and
      Su, Weihang  and
      Zhang, Min  and
      Liu, Yiqun  and
      Ai, Qingyao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2212/",
    pages = "50316--50341",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{perrella-etal-2026-span,
    title = "Span-Level Machine Translation Meta-Evaluation",
    author = "Perrella, Stefano  and
      Agostinho, Eric Morales  and
      Zaragoza, Hugo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2213/",
    pages = "50342--50361",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wei-etal-2026-causal,
    title = "Causal Abstention for Cost-Aware Language-Agent Collaboration",
    author = "Wei, Lei  and
      Huang, Ruiyang  and
      Kang, Zhaolu  and
      Liu, Qi  and
      Peng, Xiao  and
      Liu, Haoran  and
      Ying, Zonghao  and
      Wang, Haoyu  and
      Shen, Ye  and
      Dong, Xu  and
      Li, Hongyu  and
      Wang, Kesu  and
      Lian, Yukun  and
      Xie, Sicong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2214/",
    pages = "50362--50381",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{thillainathan-etal-2026-authormix,
    title = "{A}uthor{M}ix: Modular Authorship Style Transfer via Layer-wise Adapter Mixing",
    author = "Thillainathan, Sarubi  and
      Lee, Ji-Ung  and
      Sullivan, Michael  and
      Koller, Alexander",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2215/",
    pages = "50382--50416",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{al-ghussin-etal-2026-fineweb,
    title = "{F}ine{W}eb-{CL}a{R}: Culture, Language, and Region Annotations for Benchmark-Aligned Corpus Auditing",
    author = "Al Ghussin, Yusser  and
      Gavaller, Eva  and
      Espa{\~n}a-Bonet, Cristina  and
      Van Genabith, Josef  and
      Ostermann, Simon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2216/",
    pages = "50417--50445",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ding-etal-2026-users,
    title = "Why Users Go There: World Knowledge-Augmented Generative Next {POI} Recommendation",
    author = "Ding, Qiuyu  and
      Xu, Heng-Da  and
      Zhang, Wei  and
      Lv, Dongyi  and
      Xia, Changda  and
      Xiong, Feng  and
      Xu, Mu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2217/",
    pages = "50446--50459",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fan-etal-2026-graphrag,
    title = "{G}raph{RAG}-Router: Learning Cost-Efficient Routing over {G}raph{RAG}s and {LLM}s with Reinforcement Learning",
    author = "Fan, Dongzhe  and
      Ji, Chuanhao  and
      Wang, Zimu  and
      Chen, Tong  and
      Tan, Qiaoyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2218/",
    pages = "50460--50491",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{park-etal-2026-negation,
    title = "Negation Without Confusion: Decomposing Bias and Recomposing Style in Text Embeddings for Negation-Aware Image Generation",
    author = "Park, Sooyeon  and
      Singh, Hemraj  and
      Min, Kyunghyun  and
      Yu, Youngjae  and
      Cho, Sung-Bae",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2219/",
    pages = "50492--50517",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cao-etal-2026-cmie,
    title = "{CMIE}: Cross-Modal Interaction Erasure for {MLLM} Safety Unlearning via Counterfactual Localization and Subspace Nullification",
    author = "Cao, Jiatian  and
      Cai, Linyi  and
      Wang, Mengqi  and
      Liu, Jinduo  and
      Ji, Junzhong  and
      Du, Yongping  and
      Han, Honggui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2220/",
    pages = "50518--50541",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-memwm,
    title = "{M}em{WM}: Memory-Augmented Text-Based World Model",
    author = "Wang, Yujun  and
      Zhang, Tao  and
      Bi, Jinhe  and
      Aniri  and
      Ye, Wenxuan  and
      Liu, Boliang  and
      Yan, Sikuan  and
      Wang, Shuning  and
      Zhou, Xuebing  and
      Pirk, Soren  and
      Schuetze, Hinrich  and
      Ma, Yunpu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2221/",
    pages = "50542--50564",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{harrasse-etal-2026-tracing,
    title = "Tracing Multilingual Representations in {LLM}s with Cross-Layer Transcoders",
    author = {Harrasse, Abir  and
      Draye, Florent  and
      Pandey, Punya Syon  and
      Jin, Zhijing  and
      Sch{\"o}lkopf, Bernhard},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2222/",
    pages = "50565--50601",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{asano-etal-2026-mobqa,
    title = "{M}ob{QA}: A Benchmark Dataset for Semantic Understanding of Human Mobility Data through Question Answering",
    author = "Asano, Hikaru  and
      Ouchi, Hiroki  and
      Kasuga, Akira  and
      Yonetani, Ryo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2223/",
    pages = "50602--50633",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-adaptive-reasoning,
    title = "Adaptive Reasoning for Efficient Generative Retrieval",
    author = "Zhang, Yingchen  and
      Zhang, Ruqing  and
      Guo, Jiafeng  and
      Peng, Wenjun  and
      Li, Sen  and
      Lv, Fuyu  and
      Cheng, Xueqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2224/",
    pages = "50634--50647",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zeng-etal-2026-matters,
    title = "What Matters for Aggressive Decoding-Time {KV} Eviction? Temporal Aggregation and Ranking Preservation",
    author = "Zeng, Bo  and
      Zhao, Yu  and
      Liu, Yefeng  and
      Lu, Zhihong  and
      Ni, Xuanfan  and
      Wang, Xintong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2225/",
    pages = "50648--50665",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-grounding,
    title = "Grounding {LLM} Agent Intent in Multi-Module Environments with Executable Action Programs",
    author = "Zhang, Jun  and
      Sun, Boyuan  and
      Piao, Jinghua  and
      Huang, Haoyu  and
      Jin, Depeng  and
      Li, Yong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2226/",
    pages = "50666--50685",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-merit,
    title = "{MERIT}: Matching Expertise via Rubric-Informed Training for Reviewer Assignment",
    author = "Yang, Zixuan  and
      Zhao, Yibo  and
      Liu, Weicong  and
      Li, Xiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2227/",
    pages = "50686--50710",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{satvaty-etal-2026-memorization,
    title = "Is Memorization Context-Sensitive? Prefix-Based Extraction Beyond Isolated Prefixes",
    author = "Satvaty, Ali  and
      Sharafi, Narjes  and
      Qi, Jirui  and
      Verberne, Suzan  and
      Turkmen, Fatih",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2228/",
    pages = "50711--50734",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-artifactsbench,
    title = "{A}rtifacts{B}ench: Bridging the Visual-Interactive Gap in {LLM} Code Generation Evaluation",
    author = "Zhang, Chenchen  and
      Li, Yuhang  and
      Liu, Jiaheng  and
      Xu, Can  and
      Liu, Ao  and
      Zhou, Changzhi  and
      Deng, Ken  and
      Wu, Dengpeng  and
      Huang, Guanhua  and
      Li, Kejiao  and
      Yi, Qi  and
      Lv, Ruilin  and
      Hu, Shihui  and
      Zhang, Yue  and
      Jiang, Yuhao  and
      Xu, Zenan  and
      Zhang, Yuanxing  and
      Zhou, Wiggin  and
      Zhou, Bo  and
      Lian, Fengzong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2229/",
    pages = "50735--50765",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cao-etal-2026-mm,
    title = "{MM}-{V}eri{R}ubric: Verifiable Evidence-Grounded Rubrics for Multimodal Reward Models",
    author = "Cao, Zhiyong  and
      Wang, Bo  and
      Li, Jintao  and
      Liu, Shuxia  and
      Zhang, Kairan  and
      Wang, Aijia  and
      Wei, Yi-Liang  and
      Zhou, Sicheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2230/",
    pages = "50766--50786",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{drozdz-heilbron-2026-entity,
    title = "Entity tracking emerges in sub-billion parameter language models and exceeds human performance in naturalistic narratives",
    author = "Dro{\.z}d{\.z}, Karolina  and
      Heilbron, Micha",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2231/",
    pages = "50787--50800",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dong-etal-2026-evaluating,
    title = "Evaluating Time Awareness and Cross-modal Active Perception of Large Models via 4{D} Escape Room Task",
    author = "Dong, Yurui  and
      Wang, Ziyue  and
      Liu, Dairu  and
      Lu, Shuyun  and
      Liu, Xuechen  and
      Luo, Fuwen  and
      Li, Peng  and
      Liu, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2232/",
    pages = "50801--50830",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{duy-etal-2026-athena,
    title = "Athena: Vulnerability-Affected Library Identification via Knowledge Graph Completion",
    author = "Duy, Phong Trinh  and
      Yen, Trang Dang  and
      Nguyen-Huu, Hung  and
      Thang, Huynh Quyet  and
      Le, Bach  and
      Vu, Dieu Hoang  and
      Lo, David  and
      Le-Cong, Thanh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2233/",
    pages = "50831--50849",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ranaldi-etal-2026-surfacing,
    title = "Surfacing Program Structure with Auxiliary Signals for Low-Resource Code Translation",
    author = "Ranaldi, Federico  and
      Maveli, Nickil  and
      Cohen, Shay B.  and
      Zanzotto, Fabio Massimo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2234/",
    pages = "50850--50867",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{asano-etal-2026-cross,
    title = "Cross-Centaur: Modeling Individual Decision-Making Across Psychological Tasks with Language Models",
    author = "Asano, Hikaru  and
      Suganuma, Hidezo  and
      Mori, Ryutaro  and
      Baba, Yukino",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2235/",
    pages = "50868--50890",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kuleshova-etal-2026-intrygue,
    title = "{INTRYGUE}: Induction-Aware Entropy Gating for Reliable {RAG} Uncertainty Estimation",
    author = "Kuleshova, Alexandra  and
      Volodichev, Andrei  and
      Kotova, Daria  and
      Zaytsev, Alexey",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2236/",
    pages = "50891--50909",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hubarava-ineichen-2026-accelerated,
    title = "Accelerated Drift of Scientific Prose in the {LLM} Era: Evidence from an Interrupted Time-Series Analysis",
    author = "Hubarava, Hanna  and
      Ineichen, Benjamin Victor",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2237/",
    pages = "50910--50931",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-websync,
    title = "{W}eb{S}ync: A Self-Evolving Web Agent Framework for Co-Evolving Strategic Advice and Executable Skills",
    author = "Wang, Yuanlei  and
      Luo, Haohao  and
      Yi, Zihao  and
      Shen, Ying  and
      Lin, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2238/",
    pages = "50932--50952",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-towards,
    title = "Towards Multi-modal Multi-turn Safety: From Agentic Interaction to Strategic Alignment",
    author = "Zhu, Han  and
      Chen, Jiale  and
      Cai, Chengkun  and
      Sun, Shengjie  and
      Li, Haoran  and
      Zhou, Yujin  and
      Chan, Chi-Min  and
      Wen, Pengcheng  and
      Li, Lei  and
      Guo, Yike  and
      Han, Sirui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2239/",
    pages = "50953--50975",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wei-etal-2026-case2flow,
    title = "{C}ase2{F}low: Bridging Patient Cases and Guideline Flowcharts through Multimodal Retrieval",
    author = "Wei, Jiale  and
      Chen, Yufan  and
      Jaus, Alexander  and
      Marinov, Zdravko  and
      Friedrich, Julian  and
      Rei{\ss}, Simon  and
      Kleesiek, Jens  and
      Stiefelhagen, Rainer",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2240/",
    pages = "50976--50992",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-cross,
    title = "Cross-Modal Emergent Misalignment Through Narrow-Domain Fine-Tuning",
    author = "Zhu, Han  and
      Cai, Chengkun  and
      Wen, Pengcheng  and
      Zhu, Yanxu  and
      Chauhan, Jagmohan  and
      Li, Lei  and
      Guo, Yike  and
      Han, Sirui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2241/",
    pages = "50993--51012",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-etal-2026-fg2,
    title = "{FG}$^2$-{GDN}: Enhancing Long-Context Gated Delta Networks with Doubly Fine-Grained Control",
    author = "Sun, Pingwei  and
      Hu, Yuxuan  and
      Tan, Jianchao  and
      Wang, Xue  and
      Zhang, Jiaqi  and
      Lu, Yifan  and
      Sun, Yerui  and
      Xie, Yuchen  and
      Cai, Xunliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2242/",
    pages = "51013--51023",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-video2code,
    title = "{V}ideo2{C}ode: Generating Interactive Webpages from {UI} Videos via Action-Aware Revisit",
    author = "Xu, Mingde  and
      Yang, Zhen  and
      Wang, Yan  and
      Wang, Yu  and
      Liu, Xijun  and
      Dou, Zijun  and
      Hong, Wenyi  and
      Gu, Xiaotao  and
      Xu, Bin  and
      Tang, Jie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2243/",
    pages = "51024--51057",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jeong-etal-2026-parentingllm,
    title = "{P}arenting{LLM} : Pacing Reasoning Maturity for Bidirectional Test-Time Scaling under Token Budgets",
    author = "Jeong, Seunghwan  and
      Lee, Sugi  and
      Park, WeiJin  and
      Yeom, Ikjun  and
      Woo, Honguk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2244/",
    pages = "51058--51071",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{morch-braun-2026-evaluating,
    title = "Evaluating and Mitigating Anti-{LGBTQ} Biases in {G}erman and Multilingual Language Models",
    author = "Morch, Melina  and
      Braun, Daniel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2245/",
    pages = "51072--51087",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{saravanan-fraser-2026-rag,
    title = "{RAG}-Safety-Bench: Reliable Evaluation of Retrieval-Augmented {LLM} Safety",
    author = "Saravanan, Adithiyan Rajan Indira  and
      Fraser, Kathleen C.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2246/",
    pages = "51088--51111",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dong-etal-2026-coembod,
    title = "{C}o{E}mbod: A Long-Horizon Benchmark for Multi-Agent Embodied Cooperation with Diverse Inter-Agent Dependencies",
    author = "Dong, Xuan  and
      Han, Zhe  and
      Yu, Ru  and
      Niu, Tianhao  and
      Cai, Muzhen  and
      lv, Xinda  and
      Zhu, Qingfu  and
      Zhang, Weinan  and
      Che, Wanxiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2247/",
    pages = "51112--51131",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-dentalvoice,
    title = "{D}ental{V}oice: {EMR} Grounded Synthetic Dental Speech Dialogues for {AI} Scribes",
    author = "Wang, Zihan  and
      Zhou, Yi  and
      Yu, Xuliang  and
      WU, Hao  and
      Cai, Qianyi  and
      Cui, Yi  and
      Yang, Minghao  and
      Xiong, Hui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2248/",
    pages = "51132--51156",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{qian-he-2026-llm,
    title = "In {LLM} Reasoning, there is Irrationality on top of Value Misalignment",
    author = "Qian, Kejiang  and
      He, Fengxiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2249/",
    pages = "51157--51178",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xie-etal-2026-aura,
    title = "{AURA}-{KV}: Adaptive Subspace Rank Approximation for Efficient Long-Context {LLM} Inference",
    author = "Xie, Jincheng  and
      Shi, Hao  and
      Jiang, Zhengyi  and
      Huang, Zhongyi  and
      Song, Linqi  and
      Hou, Hanxu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2250/",
    pages = "51179--51203",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sarangi-etal-2026-fine,
    title = "Fine-Tuning for Social-Media User Simulation: A Study Across Models and Evaluators",
    author = {Sarangi, Sneheel  and
      B{\"u}ck-Kaeffer, Aur{\'e}lien  and
      Puelma Touzel, Maximilian  and
      Yang, Zachary  and
      Godbout, Jean-Fran{\c{c}}ois  and
      Rabbany, Reihaneh},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2251/",
    pages = "51204--51232",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ni-etal-2026-enabling,
    title = "Enabling Confidence-Aware Control of Effective Memorization in Large Language Models",
    author = "Ni, Chenjie  and
      Mersa, Omid  and
      Wang, Zhepeng  and
      Bao, Runxue  and
      Li, Qun  and
      Gao, Shangqian  and
      Zhang, Yanfu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2252/",
    pages = "51233--51246",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-fima,
    title = "{F}i{MA}: Redundancy-Aware Description Enhancement for Gloss-Free Sign Language Translation",
    author = "Liu, Peidong  and
      Hu, Lianyu  and
      Feng, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2253/",
    pages = "51247--51259",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-llumi,
    title = "{LLUMI}: Improving {LLM} Writing Assistance for Mental Health Support with Online Community Feedback",
    author = "Kim, Jenny Jiwon  and
      Ajit, Maya  and
      Gong, Sherry  and
      Shimgekar, Soorya Ram  and
      Yoo, Dong Whi  and
      Chandrasekharan, Eshwar  and
      Saha, Koustuv",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2254/",
    pages = "51260--51278",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guo-etal-2026-lapr,
    title = "{L}a{PR}: Latent Preference Reasoning for Generative Personalized Retrieval",
    author = "Guo, Hanze  and
      Zhang, Shunyu  and
      Tang, Jiakai  and
      Zhuo, Jingwei  and
      Zhang, Yi  and
      Li, Xuanping  and
      Zhou, Xiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2255/",
    pages = "51279--51297",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-training,
    title = "When Does Training Data Matter? Dynamic Data Attribution via Window-level Influence Estimation",
    author = "Xu, Jie  and
      Wu, Zihan  and
      Pan, Wenbo  and
      Ming, Yulong  and
      Jia, Xiaohua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2256/",
    pages = "51298--51316",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-plan,
    title = "Plan-and-Verify Video Reward Reasoning with Spatio-Temporal Scene Graph Grounding",
    author = "Kim, Hyomin  and
      Kim, Junghye  and
      Chung, Joanie Hayoun  and
      Oh, Yoonjin  and
      Lee, Kyungjae  and
      Lim, Sungbin  and
      Kim, Sungwoong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2257/",
    pages = "51317--51350",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{al-shaibani-ahmad-2026-lossy,
    title = "Lossy Orthography and Linguistic Inference: Computational Approaches to {A}rabic Rasm Restoration",
    author = "Al-shaibani, Maged S.  and
      Ahmad, Irfan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2258/",
    pages = "51351--51371",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-layer,
    title = "Layer-wise Curriculum Learning for Efficient {LLM} Compression",
    author = "Lee, Donggeon  and
      Na, Dooyeon  and
      Oh, Seungmin  and
      Ryu, Jongbin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2259/",
    pages = "51372--51388",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-sung-2026-actionrag,
    title = "{A}ction{RAG}: Constraint-Aware Action Retrieval for Large Action Models",
    author = "Lee, Inho  and
      Sung, Yunsick",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2260/",
    pages = "51389--51405",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hwang-etal-2026-instruction,
    title = "How Instruction Hierarchy Breaks Under Pairwise Multi-Conflict Pressure",
    author = "Hwang, Yerin  and
      Moon, Jiwon  and
      Lee, Changho  and
      Ki, Kwangmin  and
      Kang, Taegwan  and
      Lee, Jinsik  and
      Lee, Honglak  and
      Jung, Kyomin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2261/",
    pages = "51406--51436",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{du-etal-2026-paraphrases,
    title = "When Paraphrases Break Binding: A Lexical Cliff in Small Heads over Frozen {CLIP} Text Embeddings",
    author = "Du, Xinmiao  and
      Jiang, Zhuoyu  and
      Wu, Xihong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2262/",
    pages = "51437--51453",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{choi-etal-2026-structured,
    title = "Structured Inference with Large Language {G}ibbs",
    author = "Choi, Sanghyeok  and
      Gouk, Henry  and
      Whitammer, Esmeralda S.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2263/",
    pages = "51454--51480",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kumar-ekbal-2026-breaking,
    title = "Breaking Bored? {S}ci{M}eme{X}: Towards Automatic Generation of Scientific Memes from Research Articles",
    author = "Kumar, Sandeep  and
      Ekbal, Asif",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2264/",
    pages = "51481--51504",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kajitsuka-etal-2026-revisiting,
    title = "Revisiting the Capacity Gap in Chain-of-Thought Distillation from a Practical Perspective",
    author = "Kajitsuka, Tokio  and
      Honda, Ukyo  and
      Takase, Sho",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2265/",
    pages = "51505--51528",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-vincicoder,
    title = "{V}inci{C}oder: Unifying Multimodal Code Generation via Coarse-to-fine Visual Reinforcement Learning",
    author = "Zhao, Xuanle  and
      Jiang, Deyang  and
      Zeng, Zhixiong  and
      Chen, Lei  and
      Yang, Haoyue  and
      Qiu, Haibo  and
      Huang, Jing  and
      Zhong, Yufeng  and
      Zheng, Liming  and
      Cao, Yilin  and
      Ma, Lin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2266/",
    pages = "51529--51544",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-deeprubric,
    title = "{DEEPRUBRIC}: Evidence-Tree Rubric Supervision for Efficient Reinforcement Learning of Deep Research Agents",
    author = "Zhu, Minghang  and
      Wei, Chuyang  and
      Xu, Junhao  and
      Cheng, Yilin  and
      Chen, Zhumin  and
      He, Jiyan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2267/",
    pages = "51545--51571",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{asaad-etal-2026-analyst,
    title = "The Analyst in the Prompt: Role, Retrieval, and Memory Biases in {LLM} Financial Analysis",
    author = "Asaad, Ahmed  and
      Mohamed, Amr  and
      Zhang, Yang  and
      Abdelsalam, Omneya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2268/",
    pages = "51572--51597",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{miao-etal-2026-grounding,
    title = "Grounding What Matters: Evidence-Aware Credit Assignment for Remote {S}ensing Reasoning",
    author = "Miao, Ziqi  and
      Xie, Zhanxu  and
      Han, Liangzhe  and
      Xiong, Yuan  and
      Qian, Chen  and
      Li, Lijun  and
      Lv, Weifeng  and
      Sun, Leilei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2269/",
    pages = "51598--51627",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhu-etal-2026-thinkleap,
    title = "{T}hink{L}eap: Reasoning Optimization Through Confidence-Guided Cognitive Leap Extraction",
    author = "Zhu, Yijia  and
      Shi, Zhenning  and
      Shi, Junhan  and
      Zhang, Xun  and
      Jiang, Yong  and
      Li, Qing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2270/",
    pages = "51628--51641",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ivanova-etal-2026-voices,
    title = "Voices of Freelance Professional Writers on {AI}: Limitations, Expectations, and Fears",
    author = "Ivanova, Anastasia  and
      Fedorova, Natalia  and
      Artemova, Ekaterina",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2271/",
    pages = "51642--51670",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{huang-etal-2026-mitigating-object,
    title = "Mitigating Object Hallucination in {MLLM}s with Global-to-Local Visual Attention Correction",
    author = "Huang, Xingxing  and
      Yang, Zhiguo  and
      Pi, Jiacheng  and
      Xu, Dongsheng  and
      Zhong, Ruizhi  and
      Xu, Peipei  and
      Ruan, Wenjie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2272/",
    pages = "51671--51689",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{choudhary-etal-2026-small,
    title = "Small yet Assistive: Spatially-Aware Post-Training for Low Vision",
    author = "Choudhary, Rishabh  and
      Raj, Shreyansh  and
      Goyal, Umesh  and
      Kasyap, Subh  and
      Kumar, Shrestha  and
      Jena, Sushovan  and
      Kumar, Komal  and
      Cholakkal, Hisham  and
      Nigam, Aditya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2273/",
    pages = "51690--51703",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jiang-etal-2026-screencoder,
    title = "{S}creen{C}oder: Advancing Visual-to-Code Generation for Front-End Automation via Modular Multimodal Agents",
    author = "Jiang, Yilei  and
      Zheng, Yaozhi  and
      Wan, Yuxuan  and
      Han, Jiaming  and
      Wang, Qunzhong  and
      Lyu, Michael R.  and
      Yue, Xiangyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2274/",
    pages = "51704--51726",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{qiao-etal-2026-rethinking,
    title = "Rethinking the Role of Efficient Attention in Hybrid Architectures",
    author = "Qiao, Ziqing  and
      Xu, Yinuo  and
      Xiao, Chaojun  and
      su, Zhou  and
      Zhou, Zihan  and
      Chen, Yingfa  and
      Xu, Xiaoyue  and
      Han, Xu  and
      Liu, Zhiyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2275/",
    pages = "51727--51753",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{salhan-etal-2026-beetle,
    title = "Beetle: A Bilingual Model Suite for Modelling Second-Language Processing",
    author = "Salhan, Suchir  and
      Arnett, Catherine  and
      Michaelov, James A.  and
      Buttery, Paula",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2276/",
    pages = "51754--51782",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{porada-etal-2026-osynth,
    title = "{OS}ynth: A Longitudinal, Context-Sensitive Evaluation of Meeting Understanding",
    author = "Porada, Ian  and
      Tripathi, Suraj  and
      Animesh, Chaitanya  and
      Sari, Leda  and
      Narisetty, Chaitanya  and
      Matthews, Austin R  and
      Yu, Bohan  and
      Thulasiram, Ramesh L  and
      Sell, Gregory  and
      Chin, KK  and
      Genzel, Dmitriy",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2277/",
    pages = "51783--51813",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shi-etal-2026-stir,
    title = "{STIR}: Self-Distilled Latent Tools for Dynamic Control of {LLM} Reasoning",
    author = "Shi, Zhenning  and
      Zhu, Yijia  and
      Shi, Junhan  and
      Zhang, Xun  and
      Wang, Lei  and
      Miao, Congcong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2278/",
    pages = "51814--51829",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fong-etal-2026-sdare,
    title = "{SDARE}-Bench: Evaluating Large Language Models on Conversational Stigma Detection and Response in Dyadic and Group Dialogue",
    author = "Fong, Stephanie  and
      Jiang, Yiwen  and
      Wang, Zimu  and
      Yang, Hongxi  and
      Shen, Yaling  and
      Chow, Hiu Weh Naomi  and
      Lai, Heung Ying  and
      Zhao, Xiangyu  and
      Xu, Qingyang  and
      Xu, Zhongxing  and
      Liu, Jiahe  and
      Oliveira, Guilherme C  and
      Lee, Vincent  and
      Ge, Zongyuan  and
      Dwyer, Dominic",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2279/",
    pages = "51830--51863",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-hs,
    title = "{HS}-{SFT}: Hybrid Sparse Supervised Fine-tuning for Offline {LLM} {KV} Cache Eviction",
    author = "Zhang, Yuxin  and
      Xie, Ruobing  and
      Li, Wenhao  and
      Xia, Jun  and
      Zheng, Xiawu  and
      Sun, Samm  and
      Wang, Di  and
      Ji, Rongrong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2280/",
    pages = "51864--51888",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-etal-2026-pastabench,
    title = "{PASTAB}ench: Proactive Assessment of Sequential Trajectories for Agent Safety",
    author = "Sun, Jiapeng  and
      Zhou, Yujin  and
      Zhu, Han  and
      Wen, Pengcheng  and
      Zhou, Jiayi  and
      Han, Sirui  and
      Guo, Yike",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2281/",
    pages = "51889--51907",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-nldata2opt,
    title = "{NLD}ata2{O}pt: Benchmarking Parameter Derivation and Prediction for Modeling Optimization Problems from Natural Language and Data",
    author = "Liu, Lijia  and
      Atarashi, Kyohei  and
      Li, Jiyi  and
      Takeuchi, Koh  and
      Umetani, Shunji  and
      Kashima, Hisashi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2282/",
    pages = "51908--51933",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-grrm,
    title = "{GRRM}: Group Relative Reward Modeling for Machine Translation",
    author = "Yang, Sen  and
      Cheng, Shanbo  and
      Xu, Lu  and
      Zhang, Jianbing  and
      Huang, Shujian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2283/",
    pages = "51934--51956",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guo-etal-2026-answer,
    title = "The Answer Lies Within: Self-Derived Rewards Enable Explainable Relation Extraction",
    author = "Guo, Xinyu  and
      Shi, Zhengliang  and
      Yang, Minglai  and
      Rahimi, Mahdi  and
      Surdeanu, Mihai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2284/",
    pages = "51957--51993",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-steering,
    title = "Steering the Compass: Aligning Dynamic Psychological Counseling Conversations with Cognitive Behavioral Therapy Strategies",
    author = "Wang, Zimu  and
      Jiang, Yiwen  and
      Zhao, Xiangyu  and
      Shen, Yaling  and
      Liu, Jiahe  and
      Fong, Stephanie  and
      Cheng, Maxmartwell H  and
      Oliveira, Guilherme C  and
      Nguyen, Anh  and
      Desimone, Robert  and
      Nelson, Barnaby  and
      Dwyer, Dominic  and
      Ge, Zongyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2285/",
    pages = "51994--52014",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sahin-etal-2026-context,
    title = "In-Context Learning Beyond Copying: A Training-Time Analysis of Abstractive {ICL}",
    author = "{\c{S}}ahin, Kerem  and
      Feucht, Sheridan  and
      Belfki, Adam  and
      Brinkmann, Jannik  and
      Mueller, Aaron  and
      Bau, David  and
      Wendler, Chris",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2286/",
    pages = "52015--52045",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhan-etal-2026-delta,
    title = "{DELTA}: Decoupling Latent Heterogeneity in Asymmetric Low-Rank Compression",
    author = "Zhan, Jialin  and
      Liu, Fangxin  and
      Wang, Junjie  and
      Yang, Ning  and
      Jiang, Li  and
      Guan, Haibing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2287/",
    pages = "52046--52057",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-sequential,
    title = "Sequential Diffusion Language Models",
    author = "Liu, Yangzhou  and
      Cao, Yue  and
      Li, Hao  and
      Luo, Gen  and
      Wang, Shihao  and
      Chen, Zhe  and
      Wang, Weiyun  and
      Liang, Xiaobo  and
      Qi, Biqing  and
      Wu, Lijun  and
      Tian, Changyao  and
      Zhang, Yanting  and
      Li, Yuqiang  and
      Lu, Tong  and
      Qiao, Yu  and
      Dai, Jifeng  and
      Wang, Wenhai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2288/",
    pages = "52058--52076",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{banerjee-etal-2026-lost,
    title = "Lost in Interpretation: The Plausibility-Faithfulness Trade-off in Cross-Lingual Explanations",
    author = "Banerjee, Somnath  and
      Jha, Pranav  and
      Hazra, Rima  and
      Mukherjee, Animesh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2289/",
    pages = "52077--52101",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shahroor-etal-2026-memelens,
    title = "{M}eme{L}ens: Multilingual Multitask {VLM}s for Memes",
    author = "Shahroor, Ali Ezzat  and
      Kmainasi, Mohamed Bayan  and
      Hasnat, Abul  and
      Dimitrov, Dimitar Iliyanov  and
      Da San Martino, Giovanni  and
      Nakov, Preslav  and
      Alam, Firoj",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2290/",
    pages = "52102--52128",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wali-tayyab-2026-poll,
    title = "Before You Poll with {LLM}s: A Deliberative Diagnostic Framework",
    author = "Wali, Ahmed  and
      Tayyab, Hassaan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2291/",
    pages = "52129--52145",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kolli-etal-2026-contextbias,
    title = "{C}ontext{B}ias: Controlled Evaluation of Bias Persistence Under Context Shift in Text-to-Image Models",
    author = "Kolli, Shaghayegh  and
      Emami, Sina  and
      D{'}Inc{\`a}, Moreno  and
      Nejadi, Pouyan  and
      Sebe, Nicu  and
      Mancini, Massimiliano  and
      Diesner, Jana",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2292/",
    pages = "52146--52169",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nguyen-etal-2026-twin,
    title = "Twin Worlds: Equivariance-Based Abstention for Evidence-Grounded Reasoning",
    author = "Nguyen, Vy  and
      Xu, Ziqi  and
      Chan, Jeffrey  and
      He, Estrid  and
      Xia, Feng  and
      Luo, Renqiang  and
      Cambria, Erik  and
      Zhang, Xiuzhen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2293/",
    pages = "52170--52188",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kashyap-etal-2026-alignment,
    title = "Is Alignment Enough for Helpfulness, Harmlessness, and Honesty?",
    author = "Kashyap, Gautam Siddharth  and
      Dras, Mark  and
      Naseem, Usman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2294/",
    pages = "52189--52201",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{song-etal-2026-diva,
    title = "{DIVA}: Exploiting Cross-Step Conditional Propagation for Visual Jailbreaks in Discrete Diffusion Vision-Language Models",
    author = "Song, Guorui  and
      Tang, Runqing  and
      Zhang, Jingye  and
      Zhang, Luyuan  and
      Huang, Feice  and
      Ray, Cong  and
      Wang, Guocun  and
      Zhong, Dake  and
      Wai, Choo Sin  and
      Dai, Bingquan  and
      Wang, Chuming  and
      Lin, Tongxu  and
      Guo, Wanyu  and
      Wang, Haoqian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2295/",
    pages = "52202--52220",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lin-etal-2026-survey,
    title = "A Survey on Long-Term Memory Security in {LLM} Agents: Attacks, Defenses, and Governance Across the Memory Lifecycle",
    author = "Lin, Zehao  and
      Hao, Xixuan  and
      Fu, Renyu  and
      Cui, Shaobo  and
      Chen, Kai  and
      Li, Chunyu  and
      li, Zhiyu  and
      Xiong, Feiyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2296/",
    pages = "52221--52235",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yuan-etal-2026-gradfiltering,
    title = "{GRADFILTERING}: Uncertainty-Aware Gradient Signal-to-Noise Data Selection for Instruction Tuning",
    author = "Yuan, Zhihang  and
      Yue, Chengyu  and
      Huang, Long  and
      Ou, Litu  and
      Shi, Lei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2297/",
    pages = "52236--52247",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nguyen-etal-2026-creative,
    title = "Creative Generation via Multi-Agent Debate: Does Debate Suppress Diversity?",
    author = "Nguyen, Tien Anh  and
      Nguyen, Khanh-Binh  and
      Do, Van Dai  and
      Venkatesh, Svetha  and
      Le, Hung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2298/",
    pages = "52248--52275",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-ponsrag,
    title = "{P}ons{RAG}: A Pons-Inspired {RAG} Bridging Cognitive Islands for Coordinated Long Narrative Reasoning",
    author = "Zhao, Rongchen  and
      Chen, Yu  and
      Wang, Juyuan  and
      Mo, Zhouting  and
      Yu, Jianxing  and
      Chen, Wenqing  and
      Liu, Jingping",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2299/",
    pages = "52276--52293",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hu-etal-2026-foresight,
    title = "Foresight-on-Graph: Vision-Guided Knowledge Graph Reasoning with Large Language Models",
    author = "Hu, Yuwei  and
      Lei, Runlin  and
      Wei, Zhewei  and
      Liu, Yongchao  and
      Hong, Chuntao  and
      Zheng, Jiajun  and
      Zhang, Juelu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2300/",
    pages = "52294--52314",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-etal-2026-viscopilot,
    title = "{V}is{C}opilot: Assisting Data-Driven Article Authoring with Fact-Based and Intent-Aligned Autocompletion",
    author = "Yu, Tzu-Wei  and
      Chang, Che-Wei  and
      Hung, Evelyn Yi-Ting  and
      Pan, Jia-Yu  and
      Lin, Wen-Chieh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2301/",
    pages = "52315--52329",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ortame-navigli-2026-variable,
    title = "Variable-size Discovery and Representation of Atomic Propositions",
    author = "Ortame, Francesco  and
      Navigli, Roberto",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2302/",
    pages = "52330--52348",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-etal-2026-staying,
    title = "Staying on Task: Defending Against Prompt Injection via Task Consistency Checking",
    author = "Xu, Feiyue  and
      Mu, Jiaming  and
      Li, Fengting  and
      Zhu, Bin Benjamin  and
      Hu, Hongsheng  and
      Liu, Qiankun  and
      Wang, Shuo  and
      He, Chaoxiang  and
      Feng, Chao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2303/",
    pages = "52349--52375",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jiao-etal-2026-improving,
    title = "Improving Parameter Utilization by Sharing Neural Experts Across Layers in Transformers",
    author = "Jiao, Dian  and
      Duan, Jiaxin  and
      Zhao, Shuai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2304/",
    pages = "52376--52386",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ma-etal-2026-failuremem,
    title = "{F}ailure{M}em: A Failure-Aware Multimodal Framework for Autonomous Software Repair",
    author = "Ma, Ruize  and
      Jiang, Yilei  and
      Zhang, Shilin  and
      Ma, Zheng  and
      Feng, Yi  and
      Wang, Zhi  and
      Yue, Xiangyu  and
      Li, Chuanyi  and
      Ng, Vincent  and
      Lu, Lewei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2305/",
    pages = "52387--52402",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{meng-yang-2026-simple,
    title = "{SIMPLE}: A Comparative Study of Prompting and Fine-Tuning for {LLM}-Based Text Simplification",
    author = "Meng, Zixian  and
      Yang, Dongqiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2306/",
    pages = "52403--52424",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yavuz-etal-2026-objective,
    title = "Objective vs. Search: Decomposing What Makes a Good Tokeniser",
    author = "Yavuz, Ahmetcan  and
      Meister, Clara  and
      Pimentel, Tiago",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2307/",
    pages = "52425--52444",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ma-etal-2026-conceptguard,
    title = "{C}oncept{G}uard: Proactive Safety in Text-and-Image-to-Video Generation through Multimodal Risk Detection",
    author = "Ma, Ruize  and
      Cai, Minghong  and
      Jiang, Yilei  and
      Han, Jiaming  and
      Feng, Yi  and
      Tan, Yingshui  and
      Zhang, Bo  and
      Yue, Xiangyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2308/",
    pages = "52445--52463",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{pengpun-etal-2026-think,
    title = "Think Before You Link: Rarity, Reasoning, and Retrieval in Multilingual Entity Linking",
    author = "Pengpun, Parinthapat  and
      Khanuja, Simran  and
      Neubig, Graham",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2309/",
    pages = "52464--52486",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kang-etal-2026-apples,
    title = "Apples on the Table? Evaluating Text-Guided 3{D} Scene Synthesis via Fine-Grained Constraint Verification",
    author = "Kang, Minseok  and
      Choi, Dongwook  and
      Hwangbo, Gyeom  and
      Lim, Seungwon  and
      Ong, Kai Tzu-iunn  and
      Yeo, Jinyoung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2310/",
    pages = "52487--52531",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liang-etal-2026-asymspec,
    title = "{A}sym{S}pec: Context-Asymmetric Speculative Decoding for Agentic {LLM}s",
    author = "Liang, Sheng  and
      Zhang, Yongyue  and
      Brian, Nathanael  and
      Lv, Hang  and
      Wang, Hao  and
      Zhang, Chen  and
      Liu, Yong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2311/",
    pages = "52532--52548",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tao-etal-2026-guiding,
    title = "Guiding Graph: Explicit Query-Structure Guidance for Knowledge Graph Question Answering",
    author = "Tao, Dehao  and
      Liu, Guangjie  and
      Zhou, Jun  and
      Chen, Junhao  and
      Zheng, Wei  and
      Chen, Rui  and
      Junren, Chen  and
      Huang, Yongfeng  and
      Jiang, Minghu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2312/",
    pages = "52549--52564",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wen-etal-2026-benchmark,
    title = "The Benchmark Illusion: Pruned {LLM}s Can Pass Multiple Choice but Fail to Answer",
    author = "Wen, Rui  and
      Sun, Lu  and
      Liu, Jiayang  and
      Xu, Zesheng  and
      Cong, Tianshuo  and
      Li, Zheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2313/",
    pages = "52565--52575",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{elmadani-etal-2026-benchmark,
    title = "A Benchmark for {A}rabic Lemma-Level Readability Assessment",
    author = "Elmadani, Khalid N.  and
      Saeed, Mostafa  and
      Taha, Hanada  and
      Habash, Nizar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2314/",
    pages = "52576--52599",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jiang-etal-2026-imagine,
    title = "Imagine Before You Predict: Interleaved Latent Visual Reasoning for Video Event Prediction",
    author = "Jiang, Tianxiang  and
      Wu, Linquan  and
      Xia, Sheng  and
      Li, Songze  and
      Yan, Ziang  and
      Yang, Haoyu  and
      Qiao, Yu  and
      Wang, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2315/",
    pages = "52600--52621",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-lee-2026-language-models,
    title = "How Do Language Models Represent and Use Phonological Information for Allomorph Selection?",
    author = "Kim, Sangwoo  and
      Lee, Sangah",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2316/",
    pages = "52622--52639",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-pr,
    title = "{PR}-{L}o{RA}: Direction-Regularized Low-Rank Adaptation for Behavioral Alignment in Large Language Models",
    author = "Zhang, Yikai  and
      Xu, Rui  and
      Chen, Aili  and
      Zhang, Haoyu  and
      Wu, Libo  and
      Yinghui, Xu  and
      Xiao, Yanghua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2317/",
    pages = "52640--52654",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{vaflor-roxas-2026-cebidn,
    title = "{C}eb{IDN}: A Computational Framework for {C}ebuano Idiom Identification, Disambiguation, and Normalization",
    author = "Vaflor, Adrian P.  and
      Roxas, Robert R.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2318/",
    pages = "52655--52682",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-xu-2026-knowing,
    title = "Knowing Isn{'}t Always Saying: When Do Spatial Encodings Reach Answers in Vision-Language Models?",
    author = "Wang, Zeyu  and
      Xu, Xinming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2319/",
    pages = "52683--52705",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shi-etal-2026-dearag,
    title = "{D}e{ARAG}: Decoupled Agentic {RAG} for On-Device and Precise Multi-Hop Question Answering",
    author = "Shi, Qiuchang  and
      Liu, Tianqi  and
      Zhang, Feng  and
      Chen, Peng  and
      Liu, Jianjun  and
      An, Gaoyun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2320/",
    pages = "52706--52727",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{painter-etal-2026-diallm,
    title = "{D}ia{LLM}: An Investigation into the Robustness-Generation Gap in {E}nglish Dialect Adaptation",
    author = "Painter, Jordan  and
      Srirag, Dipankar  and
      Kappiyath, Adarsh  and
      Kanojia, Diptesh  and
      Joshi, Aditya  and
      Yin, Lu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2321/",
    pages = "52728--52745",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{khodja-etal-2026-anomaly,
    title = "Anomaly Detection using Source-Reversed Flow Matching",
    author = {Khodja, Amine Youcef  and
      Pantin, Jeremie  and
      Dias, Ga{\"e}l  and
      Maurel, Fabrice},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2322/",
    pages = "52746--52767",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-lee-2026-label,
    title = "Label-Free Post-hoc Alignment of Frozen Language Model Hidden States for Sentence-Similarity Retrieval",
    author = "Lee, GangHo  and
      Lee, Yong-Gu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2323/",
    pages = "52768--52786",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chwa-etal-2026-automatic,
    title = "Automatic Configuration of {LLM} Post-Training Pipelines",
    author = "Chwa, Channe  and
      Wu, Xinle  and
      Lu, Yao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2324/",
    pages = "52787--52813",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{rahman-etal-2026-language,
    title = "What Does a Language Model Know If It Has Never Seen the Future? Temporal Isolation as a Natural Experiment in Knowledge Attribution",
    author = "Rahman, Azizur  and
      Hiray, Rushikesh  and
      Srivastava, Shubham  and
      Hijjawi, Mohammad  and
      Hasan, Laraib",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2325/",
    pages = "52814--52828",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lin-etal-2026-harness,
    title = "Harness Updating Is Not Harness Benefit: Disentangling Evolution Capabilities in Self-Evolving {LLM} Agents",
    author = "Lin, Minhua  and
      Wu, Juncheng  and
      Wang, Zijun  and
      Shi, Zhan  and
      Sang, Yisi  and
      He, Bing  and
      Liu, Zewen  and
      Wei, Tianxin  and
      Wu, Zongyu  and
      Zhang, Zhiwei  and
      Wang, Dakuo  and
      Zhang, Xiang  and
      Dumoulin, Benoit  and
      Xie, Cihang  and
      Zhou, Yuyin  and
      Wang, Suhang  and
      Lu, Hanqing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2326/",
    pages = "52829--52852",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{park-etal-2026-signals,
    title = "Signals from the Future: Future-aware Semi-Autoregressive Decoding for Diffusion Language Models",
    author = "Park, Yangryeol  and
      Kang, Jeonhwi  and
      Lee, Kunhui  and
      Kim, Hyeonju  and
      Choi, Jinyoung  and
      Na, Seung-Hoon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2327/",
    pages = "52853--52871",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{min-etal-2026-timelineagent,
    title = "{T}imeline{A}gent: An {LLM}-based Framework for Query-Centric Event Timeline Extraction Across Multiple Documents",
    author = "Min, Qingkai  and
      Bao, Yunxin  and
      Lu, Yifeng  and
      Feng, Zhenyu  and
      Chen, Yulong  and
      Vlachos, Andreas  and
      Zhang, Yue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2328/",
    pages = "52872--52896",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nacar-etal-2026-deam,
    title = "{DEAM}: Diverse Embeddings for {A}rabic Multimodal Retrieval",
    author = "Nacar, Omer  and
      Mohamed Emad Elden, Fatimah  and
      Al Hallay, Rahaf Saeed  and
      A.Azim, Mona  and
      Hamod, Aya  and
      Zaytoon, Mohamed  and
      Qandos, Nour  and
      Abdelaziz, Mohamed  and
      Elhosiny, Israa  and
      El-Ghawi, Yousra Alaa  and
      Sibaee, Serry  and
      Hamoud, Hadi  and
      Al-Zaid, Norah Naji  and
      Ragab, Muhammed  and
      Al Jallad, Khloud",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2329/",
    pages = "52897--52913",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{luo-etal-2026-exploring,
    title = "Exploring Autonomous Agentic Data Engineering for Model Specialization",
    author = "Luo, Yujie  and
      Ru, Xiangyuan  and
      Zheng, Jingsheng  and
      Wang, Jingjing  and
      Zhu, Yuqi  and
      Zhang, Jintian  and
      Fang, Runnan  and
      Xu, Kewei  and
      Liu, Ye  and
      Wei, Zheng  and
      Brucebian  and
      Li, Zang  and
      Deng, Shumin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2330/",
    pages = "52914--52948",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ohashi-etal-2026-multi,
    title = "Multi-Faceted Interactivity Alignment in Full-Duplex Speech Models",
    author = "Ohashi, Atsumoto  and
      Zeghidour, Neil  and
      D{\'e}fossez, Alexandre  and
      Kharitonov, Eugene",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2331/",
    pages = "52949--52965",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-measuring-strategy,
    title = "Are We Measuring Strategy or Phrasing? The Gap Between Surface- and Approach-Level Diversity in {LLM} Math Reasoning",
    author = "Lee, Sangmook  and
      Kim, Minbeom  and
      Kim, Jeonghye  and
      Kim, Dohyung  and
      Rhee, Sojeong  and
      Jung, Kyomin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2332/",
    pages = "52966--52996",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{roll-etal-2026-categorize,
    title = "Categorize Early, Integrate Late: Divergent Processing Strategies in Automatic Speech Recognition",
    author = "Roll, Nathan  and
      Bhalerao, Pranav  and
      Bartelds, Martijn  and
      Pawar, Arjun  and
      Tatsumi, Yuka  and
      {\`O}g{\'u}nr{\`e}m{\'i}, Tol{\'u}lop{\'e}  and
      Shani, Chen  and
      Graham, Calbert  and
      Sumner, Meghan  and
      Jurafsky, Dan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2333/",
    pages = "52997--53012",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yan-etal-2026-guard,
    title = "{GUARD}: Natural Forgetting in Large Reasoning Models via Guided Answer-Reasoning Distillation",
    author = "Yan, Zeyu  and
      Zhou, Guanghao  and
      Qiu, Minghui  and
      Gao, Ming  and
      Chen, Cen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2334/",
    pages = "53013--53030",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{han-etal-2026-shadowbench,
    title = "{SHADOWBENCH}: Toward Reliable Automatic Evaluation of Semantic Alignment in Autoformalization",
    author = "Han, Hojae  and
      Kim, Jongyoon  and
      Park, Sanghyeok  and
      Cheon, Dongwook  and
      Park, Yeachan  and
      Jeon, Myeong Jae  and
      Choe, SunJong  and
      Kong, Soonho  and
      Hur, Wonseok  and
      Hwang, Seung-Won  and
      Hyeon, Donghoon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2335/",
    pages = "53031--53067",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zeng-etal-2026-milp,
    title = "{MILP}-Solve-Free Selection of {LLM}-Generated {MILP} Programs via Multi-Signal Structural-Semantic Consistency",
    author = "Zeng, Shuli  and
      Liu, Guozhu  and
      Chen, Yinghao  and
      Xie, Wantong  and
      Liu, Ji  and
      Tang, Shaojie  and
      Wu, Feng  and
      Zhang, Sijia  and
      Li, Xiang-Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2336/",
    pages = "53068--53084",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{javaji-etal-2026-another,
    title = "Another Turn, Better Output? A Turn-Wise Analysis of Iterative {LLM} Prompting",
    author = "Javaji, Shashidhar Reddy  and
      Gauri, Bhavul  and
      Zhu, Zining",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2337/",
    pages = "53085--53110",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{henestrosa-etal-2026-company,
    title = "The Company You Keep: How {LLM}s Respond to Dark Triad Traits",
    author = "Henestrosa, Angelica  and
      Lu, Zeyi  and
      Chizhov, Pavel  and
      Yamshchikov, Ivan P.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2338/",
    pages = "53111--53126",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lin-etal-2026-memma,
    title = "{M}em{MA}: Coordinating the Memory Cycle through Multi-Agent Reasoning and In-Situ Self-Evolution",
    author = "Lin, Minhua  and
      Zhang, Zhiwei  and
      Lu, Hanqing  and
      Liu, Hui  and
      Tang, Xianfeng  and
      He, Qi  and
      Zhang, Xiang  and
      Wang, Suhang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2339/",
    pages = "53127--53150",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wei-etal-2026-dynamic,
    title = "Dynamic Rollout Editing for Reducing Overthinking in {RL}-Trained Reasoning Models",
    author = "Wei, Zihao  and
      Shi, Wenjie  and
      Pang, Liang  and
      Deng, Jingcheng  and
      Xu, Shicheng  and
      Guo, Shasha  and
      Duan, Zenghao  and
      Liu, Jiahao  and
      Wang, Jingang  and
      Shen, Huawei  and
      Cheng, Xueqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2340/",
    pages = "53151--53172",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-chronos,
    title = "Chronos: Chronology-Grounded Continued Pre-training for Language Model Adaptation to Materials Science",
    author = "Kim, Sangyun  and
      Kim, Junho  and
      Lee, SangKeun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2341/",
    pages = "53173--53193",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jian-etal-2026-answer,
    title = "To Answer or Not to Answer? Reliability-Oriented Reinforcement Learning for Visual Language Models",
    author = "Jian, Paul  and
      Wu, Julian  and
      Wei, Leo  and
      Chen, Dylan  and
      Guo, Garvin  and
      Guo, Qingpei  and
      Li, Jianing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2342/",
    pages = "53194--53220",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{stacey-etal-2026-robust,
    title = "A Robust Evaluation of Probe Robustness: Lessons for Reliable {OOD} Uncertainty Quantification",
    author = "Stacey, Joe  and
      Orgad, Hadas  and
      Inui, Kentaro  and
      Heinzerling, Benjamin  and
      Moosavi, Nafise Sadat",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2343/",
    pages = "53221--53249",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mitsuhashi-etal-2026-latent,
    title = "Latent Mechanisms of Language Control in Multilingual Language Models",
    author = "Mitsuhashi, Ryo  and
      Boughorbel, Sabri  and
      Hawasly, Majd",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2344/",
    pages = "53250--53272",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{deng-etal-2026-latent,
    title = "Latent-{GRPO}: Group Relative Policy Optimization for Latent Reasoning",
    author = "Deng, Jingcheng  and
      Wei, Zihao  and
      Pang, Liang  and
      Wu, Junhong  and
      Xu, Shicheng  and
      Duan, Zenghao  and
      Shen, Huawei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2345/",
    pages = "53273--53288",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{deng-etal-2026-latent-sft,
    title = "Latent-{SFT}: {LLM} Latent Reasoning as Chain of Superposition",
    author = "Deng, Jingcheng  and
      Pang, Liang  and
      Wei, Zihao  and
      Xu, Shicheng  and
      Duan, Zenghao  and
      Xu, Kun  and
      Song, Yang  and
      Shen, Huawei  and
      Cheng, Xueqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2346/",
    pages = "53289--53309",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-genesis,
    title = "Genesis: Visual Augmentation Primitives for Multimodal Chain-of-Thought Reasoning",
    author = "Yang, Fan  and
      Chen, Lifeng  and
      Wang, Yipu  and
      Wang, Han  and
      Chen, Feilong  and
      Chen, Zhiyang  and
      Ma, Yidong  and
      Zhao, Chaoyang  and
      Jiang, Hanqi  and
      Chen, Yibo  and
      Tang, Xu  and
      Hu, Yao  and
      Tang, Ming  and
      Jin, Xiaojie  and
      Zheng, Xiaolong  and
      Wang, Jinqiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2347/",
    pages = "53310--53328",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gao-etal-2026-kv,
    title = "{KV}-Retriever: Aligning {KV} Cache Eviction with Downstream Task Loss",
    author = "Gao, Wenhao  and
      Shi, Binqin  and
      Jia, Wei  and
      Liu, Aiwei  and
      Zhang, Linhao  and
      Yuan, Caixia  and
      Wang, Xiaojie  and
      Xiao, Zhou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2348/",
    pages = "53329--53340",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kuan-etal-2026-model,
    title = "Model Interruption Bench: Evaluating Real-Time Error Correction in Full-Duplex Voice Agents",
    author = "Kuan, Shih-Yun Shan  and
      Chiang, Cheng-Han  and
      Lin, Guan-Ting  and
      Lee, Hung-yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2349/",
    pages = "53341--53356",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-transfers,
    title = "What Transfers from Text to Vision? Capability Scaling Laws and Transfer Dynamics for {VLM}s",
    author = "Wang, Qiang  and
      Li, Ziran  and
      Chen, Zhengyu  and
      Lei, Shanglin  and
      Chen, Borun  and
      Wang, Jingang  and
      Cai, Xunliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2350/",
    pages = "53357--53383",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-intent,
    title = "{INTENT}-{AS}-A-{TOOL} Makes it Easy to Track Agentic Misalignment",
    author = "Zhang, Yutong  and
      Dong, Jianshuo  and
      Xu, Peng  and
      Wang, Long  and
      Zhang, Jie  and
      Zhang, Tianwei  and
      Zhang, Xiaoping  and
      Qiu, Han",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2351/",
    pages = "53384--53418",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fang-etal-2026-beyond-superficial,
    title = "Beyond Superficial Unlearning: Sharpness-Aware Robust Erasure of Hallucinations in Multimodal {LLM}s",
    author = "Fang, Xianya  and
      Ren, Feiyang  and
      Chen, Xiang  and
      Tian, Yu  and
      Bi, Zhen  and
      Yu, Haiyang  and
      Huang, Sheng-Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2352/",
    pages = "53419--53437",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-steering-vector,
    title = "Steering Vector Fields for Context-Aware Inference-Time Control in Large Language Models",
    author = "Li, Jiaqian  and
      Li, Yanshu  and
      Huang, Kuan-Hao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2353/",
    pages = "53438--53468",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zou-etal-2026-tether,
    title = "{TETHER}: Training-Free, Elastic, {T}o{C}-Anchored Hierarchy Extraction and Recovery in Design-Driven Long Documents",
    author = "Zou, Yu  and
      Chen, Yan  and
      Zeng, Jialei  and
      Zhou, Xiaorui  and
      Zhong, Aixi  and
      Zhou, Qi  and
      You, Haoran  and
      Jiang, Ke  and
      Hu, Changyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2354/",
    pages = "53469--53479",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cui-etal-2026-homura,
    title = "{HOMURA}: Taming the Sand-Glass for Time-Constrained {LLM} Translation via Reinforcement Learning",
    author = "Cui, Ziang  and
      Yu, Mengran  and
      Shi, Chenyu  and
      Shi, Yingxuan  and
      Li, Tianjiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2355/",
    pages = "53480--53503",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{vasileiou-derendiaeva-2026-discourse,
    title = "Discourse-Aware Policy Analysis with Argumentation: A Hybrid {LLM}{--}Symbolic Framework for Disaster Governance",
    author = "Vasileiou, Stylianos Loukas  and
      Derendiaeva, Olga",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2356/",
    pages = "53504--53525",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-knowgpo,
    title = "{K}now{GPO}: Knowledge-Grouped Policy Optimization for Search Agents",
    author = "Chen, Siqi  and
      Lu, Zhengxi  and
      Yan, Yuchen  and
      Wu, Xingyu  and
      Chen, Qipeng  and
      Zhang, Xin  and
      Liu, Aiting  and
      Deng, Chao  and
      Liu, Jie  and
      Ma, Jin  and
      Lu, Weiming  and
      Xiao, Jun  and
      Shen, Yongliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2357/",
    pages = "53526--53546",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-etal-2026-smart,
    title = "{SMART}: Sink-based Modality-Aware Redistribution of Transformer Attention",
    author = "Yu, Dian  and
      Yao, Yao  and
      Zhao, Hai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2358/",
    pages = "53547--53560",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{choi-etal-2026-kidnaprag,
    title = "{K}idnap{RAG}: A Black-Box Attack for Hijacking Reasoning in Agentic Retrieval-Augmented Generation Systems",
    author = "Choi, Chanwoo  and
      Kim, Euntae  and
      Lee, Kyuho  and
      Chun, Youngsam  and
      Jeong, Jinhee  and
      Kim, Eunmi  and
      Oh, Myunggyo  and
      Jang, Junseo  and
      Chang, Buru",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2359/",
    pages = "53561--53590",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{namkung-etal-2026-rapa,
    title = "{RAPA}: Recursively Aligned Pathway Adaptation of Large Language Models",
    author = "Namkung, Sol  and
      Woo, Sunghyeon  and
      Jeong, Inho  and
      Jeon, Dongsuk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2360/",
    pages = "53591--53618",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nguyen-etal-2026-memeargs,
    title = "{M}eme{A}rgs: Vision-Language Argument Mining in Persuasive Memes",
    author = "Nguyen, Khoi P. N.  and
      Nguyen, Trung N.  and
      Li, Terrence  and
      Patel, Teerth  and
      Ng, Vincent",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2361/",
    pages = "53619--53642",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{acharya-etal-2026-concepts,
    title = "Concepts Whisper: Spectral Anti-Concentration and the Dual Geometry of Transformer Representations",
    author = "Acharya, Pratyush  and
      Rimal, Nuraj  and
      Dhakal, Habish",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2362/",
    pages = "53643--53667",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{miao-etal-2026-seeing,
    title = "Seeing with You: Perception-Reasoning Co-evolution for Multimodal Reasoning",
    author = "Miao, Ziqi  and
      Jia, Haonan  and
      Li, Lijun  and
      Qian, Chen  and
      Xiong, Yuan  and
      Yan, Wenting  and
      Shao, Jing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2363/",
    pages = "53668--53690",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cao-schuler-2026-norms,
    title = "Norms of Error Terms in Transformer Language Models Predict Human Reading Time Beyond Surprisal",
    author = "Cao, Ziyuan  and
      Schuler, William",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2364/",
    pages = "53691--53699",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-beyond-efficiency,
    title = "Beyond the Efficiency Paradox: Unlocking Multimodal Subspaces via Cumulative Information Span",
    author = "Zhou, Xiuze  and
      Chu, Xiaowen  and
      Hu, Xuming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2365/",
    pages = "53700--53710",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{farabi-etal-2026-greenswap,
    title = "{G}reen{S}wap: Verb Choice or Output Length? A Controlled Decomposition of Prompt-Level Energy Savings in {LLM} Inference",
    author = "Farabi, Ahsan  and
      Khandaker, Israt  and
      Minhaz, Md Abdul Ahad  and
      Meem, Zannatul Zahan  and
      Shanto, Ibrahim Khalil  and
      Mahmud, Shahriar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2366/",
    pages = "53711--53724",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sengupta-etal-2026-pruning,
    title = "Pruning Laws for Large Language Models",
    author = "Sengupta, Ayan  and
      Chaudhary, Siddhant  and
      Chakraborty, Tanmoy",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2367/",
    pages = "53725--53744",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-shot,
    title = "Few-shot Semantic Recovery Attacks on Image Embeddings",
    author = "Chen, Yiyi  and
      Xu, Qiongkai  and
      Bjerva, Johannes",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2368/",
    pages = "53745--53767",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guo-etal-2026-crico,
    title = "{CRICO}: A Certified Robustness Framework via Input-Dependent Covariance Optimization",
    author = "Guo, Shudi  and
      Liu, Bin  and
      Wang, Shihai  and
      Shi, Tengfei  and
      Liu, Yu  and
      Li, Haoran",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2369/",
    pages = "53768--53784",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xu-jurgens-2026-beyond,
    title = "Beyond Consensus: Perspectivist Modeling and Evaluation of Annotator Disagreement in {NLP}",
    author = "Xu, Yinuo  and
      Jurgens, David",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2370/",
    pages = "53785--53805",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yss-etal-2026-gradient,
    title = "A Gradient Perspective on {RLVR} Stability and Winner-Advantage Policy Optimization",
    author = "Yss, Prasanth  and
      Ren, Zhichen  and
      Hosseinzadeh, Rasa  and
      Gofman, Ilan  and
      Chen, Yuqi  and
      Liu, Zhaoyan  and
      Yu, Guangwei  and
      Cresswell, Jesse C.  and
      Gorti, Satya Krishna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2371/",
    pages = "53806--53826",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhong-etal-2026-dreaming,
    title = "Dreaming Up Authors: Factual Prevalence and {LLM} Hallucinations in Academic Authorship Attribution",
    author = "Zhong, Sijia  and
      Yirga, Tamir  and
      Ma, Yijia  and
      Le, Thai  and
      Hu, Yifan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2372/",
    pages = "53827--53863",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nakshatri-etal-2026-facts,
    title = "When Facts Change: Probing {LLM}s on Evolving Knowledge with evolve{QA}",
    author = "Nakshatri, Nishanth Sridhar  and
      Roy, Shamik  and
      Arivazhagan, Manoj Ghuhan  and
      Zhou, Hanhan  and
      Kumar, Vinayshekhar Bannihatti  and
      Gangadharaiah, Rashmi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2373/",
    pages = "53864--53893",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-ovo,
    title = "{OVO}-{S}-Bench: A Hierarchical Benchmark for Streaming Spatial Intelligence in Multimodal {LLM}s",
    author = "Li, Yifei  and
      Liu, Pengyiang  and
      Zang, Yuhang  and
      Shi, Zhongyue  and
      Fu, Qi  and
      Hao, Hongye  and
      Lu, Jiwen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2374/",
    pages = "53894--53941",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{park-etal-2026-compositional,
    title = "Compositional {SVG} Generation via {VLM}-Driven Hierarchical Semantic Parsing",
    author = "Park, Sehwan  and
      Kim, Taehoon  and
      Han, Geonhee  and
      Kim, Dohyun  and
      Kim, Seung Wook  and
      Seo, Paul Hongsuck",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2375/",
    pages = "53942--53967",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{contalbo-etal-2026-trigger,
    title = "The Trigger Is in the Embedding: Supervision-Free Discovery and Diagnosis of Universal Adversarial Triggers in Fact Verification",
    author = "Contalbo, Michele Luca  and
      Paganelli, Matteo  and
      Papotti, Paolo  and
      Guerra, Francesco",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2376/",
    pages = "53968--53992",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{rauf-etal-2026-hpp,
    title = "{HPP}: Hierarchical Programmatic Probing for Long Video Understanding by Decoupling Perception and Reasoning",
    author = "Rauf, Awais  and
      Hasssan, Ahmed  and
      Slabaugh, Gregory",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2377/",
    pages = "53993--54020",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ray-etal-2026-diffnectis,
    title = "{D}iff{N}e{CTIS}: Diffusion-based Nested Compound Type Identification for {S}anskrit",
    author = "Ray, Pretam  and
      Chakraborty, Sinchani  and
      Krishnan, Sriram  and
      Jagadeeshan, Manoj Balaji  and
      Goyal, Pawan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2378/",
    pages = "54021--54039",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{he-etal-2026-semli,
    title = "{S}e{MLI}-{RAG}: Semantics-Guided Multimodal Late Interaction for Retrieval-Augmented Radiology Report Generation",
    author = {He, Jiawei  and
      Feng, Weibo  and
      Ferdowsi, Sohrab  and
      Yazdani, Anthony  and
      Zhang, Boya  and
      {\c{C}}inar-Kora{\c{s}}, Osman Alperen  and
      Khattab, Sameh  and
      Corbeil, Jean-Philippe  and
      M{\"u}ller, Henning  and
      Teodoro, Douglas},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2379/",
    pages = "54040--54055",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lyu-etal-2026-embarrassingly,
    title = "An Embarrassingly Simple Data Selection Strategy for Million-Scale Multi-Modal Instruction-Tuning",
    author = "Lyu, Mengyao  and
      Li, Yan  and
      Zhong, Huasong  and
      Chen, Hui  and
      Han, Jungong  and
      Ding, Guiguang  and
      Yang, Zhenheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2380/",
    pages = "54056--54099",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kong-etal-2026-evolutionary,
    title = "Evolutionary Soups: Evolving Mixture-of-Experts for Multi-Objective {LLM} Alignment",
    author = "Kong, Lingxiao  and
      Staab, Steffen  and
      Yang, Cong  and
      Beyan, Oya  and
      Boukhers, Zeyd",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2381/",
    pages = "54100--54125",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hsia-etal-2026-joint,
    title = "Joint Constraint Aggregation for Qualifier-Sensitive Retrieval-Augmented {QA}",
    author = "Hsia, Jennifer  and
      Lipton, Zachary Chase  and
      Singh, Aarti",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2382/",
    pages = "54126--54140",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-age,
    title = "{AGE}-Sampler: Adaptive-granularity Graph-enhanced Event Sampling for Long-Video Understanding",
    author = "Wang, Yanzi  and
      Dai, Tao  and
      Zha, Yaohua  and
      Xia, Shu-Tao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2383/",
    pages = "54141--54155",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{anupam-etal-2026-roboreason,
    title = "{R}obo{R}eason: Boosting Robotics-Relevant {VLM} Reasoning Through Scalable Data Generation",
    author = "Anupam, Sagnik  and
      Lal, Utkarsh  and
      Edara, Aneesh  and
      Zhang, Botong  and
      Tang, Yao  and
      Gu, Jiatao  and
      Jayaraman, Dinesh  and
      Bastani, Osbert",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2384/",
    pages = "54156--54182",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{trimigno-etal-2026-anchorlens,
    title = "{A}nchor{L}ens: A Shared Coordinate System for Interpreting Intermediate Representations in Large Language Models",
    author = "Trimigno, Giuseppe  and
      Lombardo, Gianfranco  and
      Cagnoni, Stefano",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2385/",
    pages = "54183--54208",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xue-etal-2026-temporal,
    title = "Temporal Leakage in Financial News {NLP}: A Multi-Architecture Audit with a Regime-Specific {M}{\&}A Signal",
    author = "Xue, Chenhao  and
      Guesmi, Raslen  and
      Feng, Siwei  and
      Gong, Yucheng  and
      Sundram, Jacob Xavier  and
      Pang, Jordan  and
      Wang, Lan  and
      Kaljuvee, Julian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2386/",
    pages = "54209--54242",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yao-etal-2026-atommem,
    title = "{A}tom{M}em: Building Simple and Effective Memory System for {LLM} Agents via Atomic Facts",
    author = "Yao, Yanyu  and
      Li, Shangze  and
      Zheng, Zhi  and
      Zheng, Hui  and
      Liu, Qi  and
      Xu, Tong  and
      Chen, Enhong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2387/",
    pages = "54243--54265",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ronaghi-etal-2026-clinically,
    title = "Clinically Grounded Privacy Evaluation of Medical {LM}s",
    author = "Ronaghi, Sasha  and
      Tonekaboni, Sana  and
      Stempfle, Lena  and
      Utti, Vivian  and
      Cahoon, Jordan Li  and
      Hendrix, Nathaniel  and
      Vala, Ayin  and
      Ghassemi, Marzyeh  and
      Alsentzer, Emily",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2388/",
    pages = "54266--54295",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ebing-glavas-2026-watch,
    title = "Watch Your Norms: On Test-Time Expert Reduction in Multilingual {M}o{E}s",
    author = "Ebing, Benedikt  and
      Glava{\v{s}}, Goran",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2389/",
    pages = "54296--54341",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-cautab,
    title = "{C}au{T}ab: Counterfactual Tabular Data Synthesis with Functional and Causal-Dependency Constraints",
    author = "Yang, Xingyu  and
      Ma, Mingchuan  and
      Xu, Dexuan  and
      Long, Xiangyang  and
      Huang, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2390/",
    pages = "54342--54363",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bindal-etal-2026-interpretable,
    title = "An Interpretable Linguistically-Grounded Analysis of Scene Saliency in Movie Screenplays",
    author = "Bindal, Uday  and
      Karan, Ishaan  and
      Garg, Manan  and
      Goyal, Ekansh  and
      Mishra, Rahul  and
      Rajkumar, Rajakrishnan P",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2391/",
    pages = "54364--54387",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{purbey-etal-2026-near,
    title = "Near-Miss Context Contamination and Language-Asymmetric Evidence Arbitration in {LLM}s",
    author = "Purbey, Jebish  and
      Panday, Sanjeeb Prasad  and
      Shrestha, Barnnita  and
      Balami, Bikash  and
      Pandey, Aakash  and
      Khanal, Bibek",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2392/",
    pages = "54388--54404",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tamo-etal-2026-provena,
    title = "{PROVENA}-{MED}: Benchmarking Provenance Faithfulness in Multimodal Clinical Reasoning",
    author = "Tamo, J. Ben  and
      Yuan, Yining  and
      Marteau, Benoit Louis  and
      Nnamdi, Micky C.  and
      Lu, Yuxing  and
      Wang, May Dongmei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2393/",
    pages = "54405--54421",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lai-etal-2026-enhancing,
    title = "Enhancing linear attention with residual learning",
    author = "Lai, Xunhao  and
      Kang, Jialiang  and
      Lu, Jianqiao  and
      Zhao, Pengyu  and
      Lin, Tong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2394/",
    pages = "54422--54434",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-adapath,
    title = "{A}da{P}ath: Query-Adaptive Path-Finding via Path-Bank for Multi-Hop Implicit Biomedical {KGQA}",
    author = "Kim, Jun Hyeong  and
      Kim, Dongki  and
      Piao, Yinhua  and
      Hwang, Sung Ju",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2395/",
    pages = "54435--54459",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-context,
    title = "Context Compression for {LLM} Agents: A Survey of Methods, Failure Modes, and Evaluation",
    author = "Wang, Yifei  and
      Wang, Ziteng  and
      Shi, Yuling  and
      Chen, Silin  and
      Wang, Xinrui  and
      Wang, Yueqi  and
      Shen, Beijun  and
      Li, Linjing  and
      Gu, Xiaodong  and
      McAuley, Julian  and
      Zeng, Daniel Dajun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2396/",
    pages = "54460--54488",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hopton-etal-2026-estimating,
    title = "Estimating Surprisal from the Speech Signal",
    author = "Hopton, Zachary  and
      Kiegeland, Samuel  and
      Re, Francesco Ignazio  and
      Haller, Patrick  and
      Winn, Matthew B.  and
      Cotterell, Ryan  and
      Chodroff, Eleanor",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2397/",
    pages = "54489--54509",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cai-etal-2026-entropy,
    title = "Entropy Equilibrium Sampling: Tuning-Free Truncation for Language Model Decoding",
    author = "Cai, Xiaodong  and
      Lin, Hai  and
      Zhan, Shaoxiong  and
      Luo, Weiqi  and
      Zheng, Hai-Tao  and
      Kim, Hong-Gee  and
      Zhou, XiuTeng  and
      Ma, Chunxia  and
      Yang, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2398/",
    pages = "54510--54525",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hopton-etal-2026-revisiting,
    title = "Revisiting the Estimation of Unigram Surprisal in Computational Psycholinguistics",
    author = "Hopton, Zachary  and
      Re, Francesco Ignazio  and
      Kiegeland, Samuel  and
      Opedal, Andreas  and
      Chodroff, Eleanor  and
      Cotterell, Ryan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2399/",
    pages = "54526--54554",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gao-etal-2026-agentcollab,
    title = "{A}gent{C}ollab: A Self-Evaluation-Driven Collaboration Paradigm for Efficient {LLM} Agents",
    author = "Gao, Wenbo  and
      Liu, Renxi  and
      Wang, Xian  and
      Fang, Guo  and
      Yang, Shuai  and
      xi, Chen  and
      Zhen, Hui-Ling  and
      Chen, Hanting  and
      Lin, Weizhe  and
      Li, Xiaosong  and
      Wang, Yaoyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2400/",
    pages = "54555--54570",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-mobileworldbench,
    title = "{M}obile{W}orld{B}ench: Towards Semantic World Modeling For Mobile Agents",
    author = "Li, Shufan  and
      Kallidromitis, Konstantinos  and
      Gokul, Akash  and
      Kato, Yusuke  and
      Kozuka, Kazuki  and
      Grover, Aditya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2401/",
    pages = "54571--54592",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{qian-etal-2026-actor,
    title = "{ACTOR}: Agentic {CT} Reasoning with Radiologist-Aligned Actions",
    author = "Qian, Xingyu  and
      Sun, Yu  and
      Li, Songyou  and
      Li, Zongzhao  and
      Cen, Jiacheng  and
      Wu, Wenqian  and
      Xu, Tingyang  and
      Rong, Yu  and
      Zhao, Deli  and
      Huang, Wenbing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2402/",
    pages = "54593--54611",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{han-etal-2026-vista,
    title = "{VISTA}: Structure-Aware Training-Free Editable Diagram Generation from Natural Language",
    author = "Han, Dongqi  and
      Lin, Bojie  and
      Wang, Junhan  and
      Luo, Jiefu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2403/",
    pages = "54612--54627",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ding-etal-2026-dynaweb,
    title = "{D}yna{W}eb: Model-Based Reinforcement Learning of Web Agents",
    author = "Ding, Hang  and
      Liu, Peidong  and
      Wang, Junqiao  and
      Ji, Ziwei  and
      Cao, Meng  and
      Zhang, Rongzhao  and
      Ai, Lynn  and
      Yang, Eric  and
      Shi, Tianyu  and
      Yu, Lei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2404/",
    pages = "54628--54642",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-sage,
    title = "{SAGE}: Semantic Attribute Graphs for Multi-Entity Visual Retrieval",
    author = "Kim, Yongjoo  and
      Kwon, Mincheol  and
      Choi, Seonga  and
      Lee, Minseung  and
      Oh, Kyeong-Jin  and
      Lee, Hyunyoung  and
      Choi, Yunsu  and
      Lee, Jungbeom",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2405/",
    pages = "54643--54656",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lin-etal-2026-dwdpo,
    title = "dw{DPO}: Training Multi-Turn {LLM} Agents via Divergence-Weighted Direct Preference Optimization",
    author = "Lin, Jinghao  and
      Wu, Yuhang  and
      Wang, Yuanqing  and
      Li, Yuchen  and
      Kang, Tianxingjian  and
      Coskunuzer, Baris  and
      Zheng, Xiawu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2406/",
    pages = "54657--54674",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{khandelwal-etal-2026-leveraging,
    title = "Leveraging Routing Dynamics in Mixture-of-Experts Models for Efficient Language Adaptation",
    author = "Khandelwal, Aditi  and
      Mosbach, Marius  and
      Dankers, Verna  and
      Reddy, Siva  and
      Farnadi, Golnoosh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2407/",
    pages = "54675--54690",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{thach-etal-2026-multi,
    title = "Multi-Facility Location Mechanism Design with Large Language Models",
    author = "Thach, Nguyen T  and
      Liu, Fei  and
      Zhou, Houyu  and
      Chan, Hau",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2408/",
    pages = "54691--54710",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yin-etal-2026-qwen,
    title = "{Q}wen-Image-Layered 1.5: Unified Image Generation and Editing with Native Transparency Awareness",
    author = "Yin, Shengming  and
      Zhang, Zekai  and
      Xu, Yixian  and
      Gao, Kaiyuan  and
      Wang, Zhendong  and
      Jiang, Lihan  and
      Tang, Ningyuan  and
      Wu, Tianhe  and
      Chen, Xiaoyue  and
      Zhang, Yanran  and
      Liu, Zihao  and
      Zhou, Zikai  and
      Li, Jiahao  and
      Xu, Xiao  and
      Yan, Kun  and
      Chen, Yuxiang  and
      Chen, Yilei  and
      Shu, Yan  and
      Zhang, Jie  and
      Shum, Heung-Yeung  and
      Ni, Lionel  and
      Zhou, Jingren  and
      Wu, Chenfei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2409/",
    pages = "54711--54723",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mohsin-etal-2026-continuous,
    title = "Continuous-Utility Direct Preference Optimization",
    author = "Mohsin, Muhammad Ahmed  and
      Umer, Muhammad  and
      Fox, Emily",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2410/",
    pages = "54724--54768",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{rodriguez-etal-2026-improving,
    title = "Improving {LLM}s via Validator-to-Generator Alignment",
    author = "Rodriguez, Juan Diego  and
      Zhang, Jocelyn  and
      Erk, Katrin  and
      Durrett, Greg",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2411/",
    pages = "54769--54786",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yuan-etal-2026-design,
    title = "On the Design Fundamentals of Pixel Text Representation Learning",
    author = "Yuan, Chaohao  and
      Yuan, Ruifeng  and
      Huang, Zhuoxu  and
      Rong, Yu  and
      Cheng, Hong  and
      Chan, Hou Pong  and
      Xiao, Chenghao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2412/",
    pages = "54787--54803",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-epipersona,
    title = "{E}pi{P}ersona: Persona Projection and Episode Coupling for Pluralistic Preference Modeling",
    author = "Zhang, Yujie  and
      Yuan, Weikang  and
      Jiang, Zhuoren  and
      Yan, Pengwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2413/",
    pages = "54804--54823",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-q,
    title = "{Q}-Strata: Hierarchical Bit Allocation for Mixed-Precision Quantization of Mixture-of-Experts {LLM}s",
    author = "Lee, Deokjae  and
      Chu, Sihun  and
      Song, Hyun Oh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2414/",
    pages = "54824--54838",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nwatu-etal-2026-atlasnlp,
    title = "{A}tlas{NLP}: A Country-Aware Atlas of Dataset Representation in {NLP}",
    author = "Nwatu, Joan  and
      Amare, Tsedeniya Solomon  and
      Bai, Longju  and
      Balcha, Bontu Fufa  and
      Bashir, Zayd  and
      Borah, Angana  and
      Burzo, Zara  and
      Choi, Yubin  and
      Deng, Naihao  and
      Gupta, Samika  and
      Faloughi, Michel  and
      Kwizera, Claude  and
      Ma, Ziqiao  and
      Panizo, Cynthia Yacel Fuertes  and
      Seehorn, Ellie  and
      Shen, Hui  and
      Tang, Jiayi  and
      Zhao, Zesen  and
      Zheng, Boyuan  and
      Mihalcea, Rada",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2415/",
    pages = "54839--54867",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fu-etal-2026-nemotron,
    title = "Nemotron-Labs-Diffusion: A Tri-Mode Language Model Unifying Autoregressive, Diffusion, and Self-Speculation Decoding",
    author = "Fu, Yonggan  and
      Whalen, Lexington  and
      Garg, Abhinav  and
      Wu, Chengyue  and
      Khadkevich, Maksim  and
      Oswald, Nicolai  and
      Xie, Enze  and
      Egert, Daniel  and
      Turuvekere Sreenivas, Sharath  and
      Diao, Shizhe  and
      Yu, Chenhan D.  and
      Yu, Ye  and
      Chen, Weijia  and
      Norouzi, Sajad  and
      Liu, Jingyu  and
      Lan, Shiyi  and
      Zhu, Ligeng  and
      Wang, Jin  and
      Jiang, Jindong  and
      Mardani, Morteza  and
      Maghoumi, Mehran  and
      Han, Song  and
      Juki{\'c}, Ante  and
      Tajbakhsh, Nima  and
      Kautz, Jan  and
      Molchanov, Pavlo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2416/",
    pages = "54868--54887",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-hg,
    title = "{HG}-Bench: A Benchmark for Multi-Page Handwritten Answer-Region Grounding in Automated Homework Assessment",
    author = "Zhao, Chuangxin  and
      Shi, Boyan  and
      Wang, Yanling  and
      LU, Yijian  and
      Xiao, Canran  and
      Chen, Jiali  and
      Xia, Jun  and
      Wang, Yan  and
      Qi, Ji  and
      Li, Juanzi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2417/",
    pages = "54888--54904",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{vinagre-etal-2026-fine,
    title = "Fine {PT}-{PT} Web: A High-Quality 41 Billion Tokens Data Collection of the {E}uropean {P}ortuguese Web",
    author = "Vinagre, Gon{\c{c}}alo  and
      Guerra, Rui Pedro  and
      Gomes, Pedro  and
      Ramos, Miguel Moura  and
      Alves, Duarte Miguel  and
      Simpl{\'i}cio, Afonso  and
      Tavares, Diogo  and
      Semedo, David  and
      Gomes, Daniel  and
      Magalhaes, Joao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2418/",
    pages = "54905--54920",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-mmemb,
    title = "{MME}mb-{R}1: Reasoning-Enhanced Multimodal Embedding with Pair-Aware Selection and Adaptive Control",
    author = "Wang, Yuchi  and
      Yang, Dingkang  and
      Yu, Haiyang  and
      Bian, Weikang  and
      Long, Jiefeng  and
      Xiao, Liang  and
      Feng, Chao  and
      Li, Hongsheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2419/",
    pages = "54921--54943",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shen-etal-2026-personas,
    title = "When Personas Become Harmful: Guiding {LLM} with Global Citizenship Values Alignment",
    author = "Shen, Siqi  and
      Logeswaran, Lajanugen  and
      Lee, Moontae  and
      Lee, Honglak  and
      Mihalcea, Rada",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2420/",
    pages = "54944--54963",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mishra-etal-2026-beyond,
    title = "Beyond Epistemic Collapse: Disagreement-Aware Scientific Retrieval-Augmented Generation",
    author = "Mishra, Animesh  and
      Sharma, Krishang  and
      Khetarpaul, Sonia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2421/",
    pages = "54964--54985",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{rana-etal-2026-oblivion,
    title = "Oblivion: Self-Adaptive Agentic Memory Control through Decay-Driven Activation",
    author = "Rana, Ashish  and
      Hung, Chia-Chien  and
      Sun, Qumeng  and
      Kunkel, Julian Martin  and
      Lawrence, Carolin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2422/",
    pages = "54986--55017",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-reprorepo,
    title = "{R}epro{R}epo: Scaling Reproducibility Audits with {G}it{H}ub Repository Issues",
    author = "Li, Shanda  and
      Wei, Qiuhong Anna  and
      Tang, Jingwu  and
      Chen, Valerie  and
      Shah, Nihar B  and
      Dettmers, Tim  and
      Yang, Yiming  and
      Talwalkar, Ameet",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2423/",
    pages = "55018--55036",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-thinking-hurts,
    title = "Why Thinking Hurts: Diagnosing and Rectifying Linguistic Inertia in Large Language Models for Recommendation",
    author = "Zhang, Luankang  and
      Huang, Yonghao  and
      Lv, Hang  and
      Zhi, Xuyang  and
      Yin, Mingjia  and
      Ye, Yuyang  and
      Guo, Wei  and
      Wang, Hao  and
      Chen, Enhong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2424/",
    pages = "55037--55049",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nguyen-etal-2026-dynatokens,
    title = "{D}yna{T}okens: Controlling Token Dynamics for Continual Video-Language Understanding",
    author = "Nguyen, Toan  and
      Liu, Yang  and
      de Melo, Celso M  and
      Salim, Flora D.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2425/",
    pages = "55050--55070",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gong-etal-2026-persuasion,
    title = "Persuasion Index: A Theory-Guided Framework for Persuasion Analysis",
    author = "Gong, Liancheng  and
      Wang, Zhiyang  and
      Xu, Yiwei  and
      Mendelsohn, Julia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2426/",
    pages = "55071--55110",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sterz-etal-2026-text4speech,
    title = "{T}ext4{S}peech: Text-Driven Training for Massively Multilingual Speech Understanding",
    author = "Sterz, Hannah  and
      Korhonen, Anna  and
      Vuli{\'c}, Ivan  and
      Glava{\v{s}}, Goran",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2427/",
    pages = "55111--55126",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-anchorkv,
    title = "{A}nchor{KV}: Training-Free {KV} Cache Compression via Joint Coverage Diversity and Semantic Importance Scoring",
    author = "Wang, Mengbo  and
      Fan, Zhuochen  and
      Wang, Dayu  and
      Liu, Zirui  and
      Zong, Peiyuan  and
      Xie, Guorui  and
      Luan, Zeyu  and
      Li, Qing  and
      Jiang, Yong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2428/",
    pages = "55127--55141",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tamiti-etal-2026-udss,
    title = "{UDSS}-{BWE}: Uncertainty- and Decision-Science Inspired Swin {B}and{W}idth Extension",
    author = "Tamiti, Tarikul Islam  and
      Dipto, Sajid Fardin  and
      Vergano, David  and
      Baja-Ricketts, Luke  and
      Barua, Anomadarshi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2429/",
    pages = "55142--55175",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-caliskan-2026-ai,
    title = "What {AI} Gets to See: Auditing the Loss of Multilingual Community Knowledge in Machine-Facing Metadata on Wikimedia Commons",
    author = "Yu, Yihan  and
      Caliskan, Aylin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2430/",
    pages = "55176--55188",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jha-etal-2026-prism,
    title = "{PRISM}: Prompt Representation Internalization via Selective Compression into {L}o{RA} Weights",
    author = "Jha, Eshita  and
      Wang, Mingxian  and
      Barbu, Andrei  and
      Aggarwal, Chetan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2431/",
    pages = "55189--55201",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{retsinas-etal-2026-breaking,
    title = "Breaking Causality in {LLM} Training with Sparsity and Quantization",
    author = "Retsinas, George  and
      Agrusa, Anjulie  and
      Rybakov, Oleg  and
      Knight, Nicholas  and
      Khona, Mikail  and
      Yu, Chong  and
      Blankevoort, Tijmen  and
      Pool, Jeff",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2432/",
    pages = "55202--55221",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-narrative,
    title = "Narrative Flattening: How Post-Training Compresses Thematic, Affective, and Stylistic Variation in {LLM} Fiction",
    author = "Li, Zehan  and
      Zhu, Yutong  and
      Wu, Siyang  and
      Bao, Honglin  and
      Evans, James",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2433/",
    pages = "55222--55251",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nagy-farkas-2026-cognitive,
    title = "How Cognitive Biases Propagate in {LLM} Clinical Differential Diagnosis",
    author = "Nagy, Soma B{\'a}lint  and
      Farkas, Richard",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2434/",
    pages = "55252--55268",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{scozzaro-etal-2026-cervino,
    title = "{CERVINO}: A Large-Scale Eye-Tracking Resource of {I}talian Legal Texts",
    author = "Scozzaro, Calogero Jerik  and
      Delsanto, Matteo  and
      Pasquet, Sara  and
      Revelli, Luisa  and
      Mastropaolo, Antonio  and
      Radicioni, Daniele P.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2435/",
    pages = "55269--55283",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-civi,
    title = "{CIVI}: A Framework for Diagnosing Search Agent Failures in Civic Information",
    author = "Liu, Dingying  and
      Zhong, Yunshun  and
      Zhang, Wentao  and
      Li, Yiyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2436/",
    pages = "55284--55301",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yao-etal-2026-large,
    title = "How Do Large Language Models Learn Concepts During Continual Pre-Training?",
    author = "Yao, Barry Menglong  and
      Li, Sha  and
      Yao, Yunzhi  and
      Liu, Minqian  and
      Xia, Zaishuo  and
      Wang, Qifan  and
      Huang, Lifu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2437/",
    pages = "55302--55325",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mahila-etal-2026-discover,
    title = "Discover, Then Diversify: Phase-Aware Control of Tree-of-Thought Search",
    author = "Mahila, Atkia  and
      Maurya, Avinash  and
      Rafique, M. Mustafa  and
      Nicolae, Bogdan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2438/",
    pages = "55326--55344",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-saparov-2026-language,
    title = "Do Language Models Follow Occam{'}s Razor? An Evaluation of Parsimony in Inductive and Abductive Reasoning",
    author = "Sun, Yunxin  and
      Saparov, Abulhair",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2439/",
    pages = "55345--55366",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-agentic-reinforcement,
    title = "Agentic Reinforcement Learning for Search Misaligns Instruction-Tuning",
    author = "Yang, Yushi  and
      Padarha, Shreyansh  and
      Ball, Sarah  and
      Lee, Andrew  and
      Mahdi, Adam",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2440/",
    pages = "55367--55395",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{meng-etal-2026-language,
    title = "Do Language Models Reason Across Languages?",
    author = "Meng, Yan  and
      Mohammed, Wafaa  and
      Monz, Christof",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2441/",
    pages = "55396--55411",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kayan-zhang-2026-prototype,
    title = "Prototype-Based Dynamic Steering for Large Language Models",
    author = "Kayan, Ceyhun Efe  and
      Zhang, Li",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2442/",
    pages = "55412--55425",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hua-etal-2026-evaluating,
    title = "Evaluating the Utility of Grounding Documents with Reference-Free {LLM}-based Metrics",
    author = "Hua, Yilun  and
      Castellucci, Giuseppe  and
      Schulam, Peter  and
      Elfardy, Heba  and
      Small, Kevin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2443/",
    pages = "55426--55449",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{firoozfar-etal-2026-beyond,
    title = "Beyond Surface Forms: A Comprehensive, Mechanism-Oriented Taxonomy of Indirect Linguistic Encoding for {LLM}-Based Coded Language Detection",
    author = "Firoozfar, Hamid Reza  and
      Abolhasani, Mohammadsadegh  and
      Mousavi, Reza  and
      Hu, Paul Jen-Hwa",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2444/",
    pages = "55450--55473",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{oji-etal-2026-probing,
    title = "Probing Factual Knowledge Transfer with Training Data Interventions",
    author = "Oji, Romina  and
      Braun, Marc  and
      Bollmann, Marcel  and
      Kuhlmann, Marco  and
      Kunz, Jenny",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2445/",
    pages = "55474--55492",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yin-etal-2026-probing,
    title = "Probing Ambiguity: Adversarial Intent Resolution for Robust Text-to-{SQL}",
    author = "Yin, Youbing  and
      Peng, Xujun  and
      Uddin, Muhammad Sharif  and
      Babinsky, Erin  and
      Liu, Daben  and
      Kumar, Anoop",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2446/",
    pages = "55493--55504",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{qin-etal-2026-llm,
    title = "What Are {LLM} Agents Actually Learning on Low-Budget Molecular Optimization Benchmarks?",
    author = "Qin, Jiayu  and
      Luo, Zhengquan  and
      Chen, Changyou  and
      xu, Zhiqiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2447/",
    pages = "55505--55516",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kapoor-khan-2026-execretrieval,
    title = "{E}xec{R}etrieval: Measuring the Functional-Correctness Gap in Code-Embedding Retrieval",
    author = "Kapoor, Aaryan  and
      Khan, Md Abdullah Al Hafiz",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2448/",
    pages = "55517--55533",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{collins-etal-2026-sketchvlm,
    title = "{S}ketch{VLM}: Vision language models can annotate images to explain thoughts and guide users",
    author = "Collins, Brandon  and
      Bolton, Logan  and
      Nguyen, Hung  and
      Taesiri, Mohammad Reza  and
      Bui, Trung  and
      Nguyen, Anh Totti",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2449/",
    pages = "55534--55600",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-scaling,
    title = "Scaling Near-Optimal {SFT}-{RL} Annotation Budget Allocation from Small to Large {LLM}s",
    author = "Wang, Jingtan  and
      Verma, Arun  and
      Lin, Xiaoqiang  and
      Liu, Zhengyuan  and
      Chen, Nancy F.  and
      Rus, Daniela  and
      Low, Bryan Kian Hsiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2450/",
    pages = "55601--55630",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fu-etal-2026-macagentbench,
    title = "{M}ac{A}gent{B}ench: Benchmarking {AI} Agents on Real-World mac{OS} Desktop",
    author = "Fu, Yikun  and
      Fu, Bowen  and
      Wu, Zhenyu  and
      Cheng, Shuang  and
      Sun, Xiaowei  and
      Yang, Bowen  and
      Li, Zehao  and
      Zhao, Yibo  and
      Ding, Zichen  and
      Liu, Zhoumianze  and
      Wang, Shijie  and
      Qi, Biqing  and
      Zhou, Bowen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2451/",
    pages = "55631--55663",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{baeumel-etal-2026-tokenization,
    title = "When Tokenization is Secretly Output Supervision",
    author = "Baeumel, Tanja  and
      Van Genabith, Josef  and
      Ostermann, Simon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2452/",
    pages = "55664--55697",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kassem-etal-2026-delta,
    title = "Delta-Crosscoder: Robust Crosscoder Model Diffing in Narrow Fine-Tuning Regimes",
    author = "Kassem, Aly M.  and
      Jiralerspong, Thomas  and
      Rostamzadeh, Negar  and
      Farnadi, Golnoosh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2453/",
    pages = "55698--55719",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-evaluating-llms,
    title = "Evaluating {LLM}s on Conversational Text-to-{SQL} under Chain Ambiguity and Intent Drift",
    author = "Liu, Yujia  and
      Lin, Jiayan  and
      Hong, Zijin  and
      Yuan, Zheng  and
      Chen, Shengyuan  and
      Chen, Hao  and
      Zhang, Qinggang  and
      Huang, Xiao  and
      Huang, Feiran",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2454/",
    pages = "55720--55739",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-towards-understanding,
    title = "Towards Understanding the Robustness of Self-Consuming Generative Models",
    author = "Chen, Aobo  and
      Qian, Wei  and
      Miao, Chenglin  and
      Huai, Mengdi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2455/",
    pages = "55740--55751",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{keller-glavas-2026-mphonbench,
    title = "m{P}hon{B}ench: Evaluating {LLM}s On Multilingual Phonology",
    author = "Keller, Lennart  and
      Glava{\v{s}}, Goran",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2456/",
    pages = "55752--55783",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{riaz-etal-2026-beyond,
    title = "Beyond Sequence Order: Syntax-Informed Positional Embeddings for Transformers",
    author = "Riaz, Haris  and
      Kim, Hyungji  and
      Surdeanu, Mihai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2457/",
    pages = "55784--55803",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ranjbar-kalahroodi-etal-2026-parsvoice,
    title = "{P}ars{V}oice: A Large-Scale Multi-Speaker {P}ersian Speech Corpus for Text-to-Speech Synthesis",
    author = "Ranjbar Kalahroodi, Mohammad Javad  and
      Shakery, Azadeh  and
      Faili, Heshaam",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2458/",
    pages = "55804--55819",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{diao-etal-2026-broad,
    title = "How broad is that claim? Mapping Generalisation in {NLP} Research",
    author = "Diao, Chenxin  and
      Stepanova, Nataliya  and
      Allaway, Emily",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2459/",
    pages = "55820--55851",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hu-etal-2026-prompt,
    title = "How Do Prompt Variations Affect Energy Consumption in On-Device {LLM}s?",
    author = "Hu, Wei  and
      Tu, Xiaolong  and
      Chen, Dawei  and
      Chen, Yitao  and
      Han, Kyungtae  and
      Wang, Haoxin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2460/",
    pages = "55852--55878",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{eshuijs-etal-2026-safety,
    title = "Safety Training Modulates Harmful Misalignment Under On-Policy {RL}, But Direction Depends on Environment Design",
    author = "Eshuijs, Leon  and
      Wang, Shihan  and
      Fokkens, Antske",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2461/",
    pages = "55879--55908",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-api,
    title = "{API} Benchmark Scores Do Not Reliably Transfer to Chatbot Interfaces",
    author = "Wang, Jennifer  and
      Baumann, Joachim  and
      Ho, Daniel E.  and
      Koyejo, Sanmi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2462/",
    pages = "55909--55942",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nunez-najafirad-2026-information,
    title = "Information-Gain Rewards over Diversity-Pruned Tests: {GT}-Anchored Verifier Co-Training for Reliable Code Generation",
    author = "Nunez, Ana  and
      Najafirad, Peyman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2463/",
    pages = "55943--55958",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-disentangling,
    title = "Disentangling Statistical Preemption from Entrenchment in Language Models' Avoidance of Overgeneralization",
    author = "Wang, Yixuan  and
      Shi, Freda  and
      Misra, Kanishka",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2464/",
    pages = "55959--55975",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mao-piech-2026-evaluating,
    title = "Evaluating {LLM} Autograders Without Ground Truth",
    author = "Mao, Huijun  and
      Piech, Christopher J",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2465/",
    pages = "55976--55986",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-jury,
    title = "{JURY}-{RL}: Votes Propose, Proofs Dispose for Label-Free {RLVR}",
    author = "Chen, Xinjie  and
      Fu, Biao  and
      Jing, Wu  and
      Chen, Guoxin  and
      Liu, Xinggao  and
      Liu, Dayiheng  and
      Liao, Minpeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2466/",
    pages = "55987--56014",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-jury,
    title = "Jury Duty: Calibration and Orientation Failures in {MLLM}-as-a-Judge Under Cultural Ambiguity",
    author = "Lee, Daniel  and
      Sharma, Harshit  and
      Park, Eunkyu  and
      Venkit, Pranav Narayanan  and
      Kim, Jeonghwan  and
      Chia, Kah Mun  and
      Vlachos, Andreas  and
      Joty, Shafiq",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2467/",
    pages = "56015--56032",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fime-etal-2026-lvlms,
    title = "Do {LVLM}s Know When They Are Wrong? Trajectory-Based Correctness Estimation from a Single Forward Pass",
    author = "Fime, Awal Ahmed  and
      Hossain, Md Zarif  and
      Imteaj, Ahmed",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2468/",
    pages = "56033--56050",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{saeed-razniewski-2026-llmpedia,
    title = "{LLM}pedia: A Transparent Framework to Materialize an {LLM}{'}s Encyclopedic Knowledge at Scale",
    author = "Saeed, Muhammed  and
      Razniewski, Simon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2469/",
    pages = "56051--56087",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{brinton-etal-2026-interlingua,
    title = "The Interlingua Hypothesis: {LLM}s Translate via a Latent Task-agnostic Feature Space",
    author = "Brinton, Jacob  and
      Brinkmann, Jannik  and
      Crovella, Mark  and
      Mueller, Aaron",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2470/",
    pages = "56088--56108",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nyalang-borah-2026-ne,
    title = "{NE}-{M}ulti{S}peech: A Multilingual Speech Corpus and {ASR} Benchmark for {N}ortheast {I}ndian Languages",
    author = "Nyalang, Badal  and
      Borah, Angana",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2471/",
    pages = "56109--56119",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kulikov-etal-2026-factrot,
    title = "{F}act{R}ot: Auditing Typed Fact Survival Under Iterative {LLM} Rewriting",
    author = "Kulikov, Vladislav  and
      Mozikov, Mikhail  and
      Stepin, Aleksei  and
      Tolstokulakov, Boris  and
      Kabanov, Artyom  and
      Ivan, Nasonov  and
      Glazkov, Nikita  and
      Makarov, Ilya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2472/",
    pages = "56120--56129",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ding-wu-2026-probing,
    title = "Probing Stability{--}Plasticity Tradeoffs in Agent Memory through Cognitive Experimental Paradigms",
    author = "Ding, Jiaqi  and
      Wu, Guorong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2473/",
    pages = "56130--56149",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{luo-etal-2026-language,
    title = "A Language Model from 1913: Pretraining on Historical Text",
    author = "Luo, Xiaoxi  and
      Shinnick, Zachary  and
      Griesshaber, Niclas  and
      Wang, Yixuan  and
      Yu, Junchi  and
      Shi, Freda  and
      Torr, Philip  and
      Lu, Yao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2474/",
    pages = "56150--56165",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kamali-etal-2026-saturn,
    title = "{SATURN}: Symbolic Spatial Reasoning for Multi-Perspective Grounding",
    author = "Kamali, Danial  and
      Premsri, Tanawan  and
      Rajpal, Shreya  and
      Zadeh, Amir  and
      Li, Chuan  and
      Kordjamshidi, Parisa",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2475/",
    pages = "56166--56197",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{arzt-etal-2026-left,
    title = "Left-Branching Transformers Excel at Right-Branching Languages: Data Shapes Word Order Preferences in Language Models",
    author = "Arzt, Varvara  and
      Hanbury, Allan  and
      Blevins, Terra",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2476/",
    pages = "56198--56219",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-contrast,
    title = "Contrast Comes at a Cost: Prompting Large Language Models for Perception-Centered Gendered Style Transfer",
    author = "Chen, Hongyu  and
      Falk, Neele  and
      Roth, Michael  and
      Falenska, Agnieszka",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2477/",
    pages = "56220--56258",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gandhi-etal-2026-steer,
    title = "Steer, Don{'}t Solve: Training Small Critic Models for Large Code Agents",
    author = "Gandhi, Shubham  and
      Xie, Yiqing  and
      Naik, Atharva  and
      Zhu, Ruichen  and
      Rose, Carolyn",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2478/",
    pages = "56259--56276",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hemmat-etal-2026-tdgnet,
    title = "{TDGN}et: Hallucination Detection in Diffusion Language Models via Temporal Dynamic Graphs",
    author = "Hemmat, Arshia  and
      Torr, Philip  and
      Chen, Yongqiang  and
      Yu, Junchi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2479/",
    pages = "56277--56301",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kurochkin-etal-2026-kronecker,
    title = "Kronecker Factorization Improves Efficiency and Interpretability of Sparse Autoencoders",
    author = "Kurochkin, Vadim  and
      Aksenov, Yaroslav  and
      Laptev, Daniil  and
      Gavrilov, Daniil  and
      Balagansky, Nikita",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2480/",
    pages = "56302--56323",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{eliasz-etal-2026-reasoning,
    title = "Reasoning Beyond {E}nglish: Separating Capability and Language in Cross-Lingual Reasoning Model Adaptation",
    author = "Eliasz, Jan  and
      Langner, Miko{\l}aj  and
      Pihulski, Dzmitry  and
      Wojtasik, Konrad  and
      Kazienko, Przemyslaw  and
      Kocon, Jan  and
      Ferdinan, Teddy",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2481/",
    pages = "56324--56344",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-etal-2026-medframeqa,
    title = "{M}ed{F}rame{QA}: A Multi-Image Medical {VQA} Benchmark for Clinical Reasoning",
    author = "Yu, Suhao  and
      Wang, Haojin  and
      Wu, Juncheng  and
      Luo, Luyang  and
      Wang, Jingshen  and
      Xie, Cihang  and
      Rajpurkar, Pranav  and
      Yang, Carl  and
      Yang, Yang  and
      Wang, Kang  and
      Yu, Yannan  and
      Zhou, Yuyin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2482/",
    pages = "56345--56378",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{dong-etal-2026-contextual,
    title = "A Contextual Measure of Ambiguity in Prescriptive Texts",
    author = "Dong, Sally  and
      Thorburn, Luke  and
      Konya, Andrew  and
      Bakker, Michiel A.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2483/",
    pages = "56379--56412",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-consistency,
    title = "Consistency-Calibrated Advantage Estimation for Label-Free Reinforcement Learning",
    author = "Yang, Meng  and
      Zhao, Yongle  and
      Zhang, Zhiyang  and
      Jiang, Xiaorui  and
      Liang, Peirou  and
      Chen, Furui  and
      Xie, Yin  and
      Feng, Ziyong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2484/",
    pages = "56413--56425",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gao-sun-2026-universal,
    title = "Universal-Guided Grammar Induction",
    author = "Gao, Yuan  and
      Sun, Weiwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2485/",
    pages = "56426--56438",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{casola-etal-2026-steereval,
    title = "{STEEREVAL}: Inference-time Interventions Strengthen Multilingual Generalization in Neural Summarization Metrics",
    author = {Casola, Silvia  and
      Shim, Ryan Soh-Eun  and
      K{\"o}rner, Felicia  and
      Mao, Yuchen  and
      Plank, Barbara},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2486/",
    pages = "56439--56466",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gressel-etal-2026-prism,
    title = "{PRISM}: Recovering Instruction Sets from Language Model Activations",
    author = "Gressel, Gilad  and
      Pankajakshan, Rahul  and
      Diament, Julia  and
      Hudis, Efim  and
      Achuthan, Krishnashree  and
      Mirsky, Yisroel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2487/",
    pages = "56467--56492",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{niousha-etal-2026-parastudent,
    title = "{P}ara{S}tudent: Closing the {S}im2{R}eal Gap in User Simulators for {AI} Tutor Evaluation",
    author = "Niousha, Rose  and
      Miroyan, Mihran  and
      O{'}Neill, Abigail  and
      Gonzalez, Joseph E.  and
      Ranade, Gireeja  and
      DeNero, John  and
      Norouzi, Narges",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2488/",
    pages = "56493--56511",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-forms,
    title = "Which Forms of Caregiver Feedback Support Grammar Learning? A Reinforcement-Learning Study of Child-Like Language Models",
    author = "Liu, Jing  and
      Schweitzer, Marianne  and
      Fourtassi, Abdellah",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2489/",
    pages = "56512--56525",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{collado-montanez-etal-2026-evalex,
    title = "{E}va{L}ex: Automatic Evaluation of Lexical Competence in Language Models",
    author = "Collado-Monta{\~n}ez, Jaime  and
      Ure{\~n}a, L. Alfonso  and
      Montejo-R{\'a}ez, Arturo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2490/",
    pages = "56526--56539",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{piskorski-etal-2026-entity,
    title = "Entity Extraction from {EU} acquis",
    author = "Piskorski, Jakub  and
      Skotarczak, Dominik  and
      Abrard, Oc{\'e}ane",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2491/",
    pages = "56540--56574",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{luo-etal-2026-hydra,
    title = "{H}y{DRA}: Hyperbolic Damage-aware Recovery and Adaptation for Robust Multimodal Sentiment Analysis with Incomplete Data",
    author = "Luo, Yun  and
      He, Zejiang  and
      Huang, Zhen  and
      Tian, Zhiliang  and
      Ma, Yanzhou  and
      Lu, Menglong  and
      Huang, Jingyuan  and
      Liu, Shanshan  and
      Wu, Faying  and
      Li, Dongsheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2492/",
    pages = "56575--56603",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-os,
    title = "{OS}-Marathon: Benchmarking Computer-Use Agents on Vast-Horizon, Repetitive Tasks",
    author = "Wu, Jing  and
      Ai, Wenjie  and
      Barretto, Daphne  and
      Chen, Yiye  and
      Chen, Qingyu  and
      He, Yuhang  and
      Chawla, Pranit  and
      Gyd{\'e}, Nicholas  and
      Jian, Yanan  and
      Vineet, Vibhav",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2493/",
    pages = "56604--56622",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gupta-etal-2026-hsearch,
    title = "{HSEARCH}-{R}1: Learning Compact Value Models for {LLM}-guided Hierarchical Search via {RL}",
    author = "Gupta, Nilesh  and
      Ullah, Nasib  and
      Zhang, Jinbin  and
      Babbar, Rohit  and
      Dhillon, Inderjit S",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2494/",
    pages = "56623--56642",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bhuiya-etal-2026-prompt2box,
    title = "{P}rompt2{B}ox: Improving {LLM} Weakness Discovery and Specificity Estimation by Uncovering Entailment Structure among Prompts",
    author = "Bhuiya, Neeladri  and
      Dasgupta, Shib Sankar  and
      McCallum, Andrew  and
      Chang, Haw-Shiuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2495/",
    pages = "56643--56670",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-examining,
    title = "Examining Reasoning {LLM}s-as-Judges in Non-Verifiable {LLM} Post-Training",
    author = "Liu, Yixin  and
      Yu, Yue  and
      Su, DiJia  and
      Wang, Sid  and
      Wang, Xuewei  and
      Jiang, Song  and
      Liu, Bo  and
      Cohan, Arman  and
      Tian, Yuandong  and
      Chen, Zhengxing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2496/",
    pages = "56671--56704",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{maritan-etal-2026-poiss,
    title = "{POISS}: A Large-Scale Multilingual Dataset for Point-of-Interest Search",
    author = "Maritan, Nicola  and
      Moschitti, Alessandro  and
      Borazio, Federico  and
      Zhou, Xiaokun  and
      Bai, Zhengwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2497/",
    pages = "56705--56723",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ghermi-etal-2026-cause,
    title = "From Cause to Effect: Generating Intermediate Event Chains in Videos",
    author = "Ghermi, Ridouane  and
      Kalogeiton, Vicky  and
      Laptev, Ivan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2498/",
    pages = "56724--56746",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-reasoning-help,
    title = "When Does Reasoning Help in Machine Translation? A Hierarchical Analysis of {LRM} Reasoning Traces",
    author = "Liu, Yuxiang  and
      Luo, Jiaming  and
      Briakou, Eleftheria  and
      Cherry, Colin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2499/",
    pages = "56747--56771",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{georgiev-etal-2026-saber,
    title = "{SABER}-Math: An Automated Reranking Benchmark for Mathematical Information Retrieval",
    author = "Georgiev, Nikolay  and
      Drencheva, Maria  and
      Ibragimova, Kseniia  and
      Petrov, Ivo  and
      Dimitrov, Dimitar Iliev  and
      Vechev, Martin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2500/",
    pages = "56772--56805",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{setiawan-etal-2026-mudidi,
    title = "{MUDIDI}: A Two-Stage Framework for Multilingual Dictionary Digitization with Language Models",
    author = "Setiawan, David Samuel  and
      Khishigsuren, Temuulen  and
      Agarwal, Milind  and
      Pit, Pagnarith  and
      Mahmudi, Aso  and
      Vylomova, Ekaterina",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2501/",
    pages = "56806--56842",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{abdul-hakim-etal-2026-m3ec,
    title = "{M}${}^3${EC}: A Multimodal Multidocument Benchmark for Event Extraction and Event Coreference Resolution",
    author = "Abdul Hakim, Zaber Ibn  and
      Sarker, Najibul Haque  and
      Hussain, Aafiya  and
      Alomari, Hani  and
      Ishmam, Alvi Md  and
      Asgarov, Ali  and
      Tang, Chia-Wei  and
      Thomas, Chris",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2502/",
    pages = "56843--56904",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-hear,
    title = "{HEAR} Who Said What: Unlocking Speaker-Attributed Reasoning via Counterfactual Voice Grounding",
    author = "Lee, Dongwook  and
      Park, Sangkwon  and
      Song, Eunwoo  and
      Lee, Che Hyun  and
      Cho, Youngho  and
      Kim, Junho  and
      Yi, June Young  and
      Kim, Heeseung  and
      Yoon, Sungroh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2503/",
    pages = "56905--56932",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guo-su-2026-rethinking,
    title = "Rethinking Language{'}s Role in Efficient {VLA} for Autonomous Vehicles: Toward Smarter, Trustworthy Driving",
    author = "Guo, Tongfei  and
      Su, Lili",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2504/",
    pages = "56933--56947",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-structured,
    title = "Structured-Sparse Attention for Entity Tracking with Subquadratic Sequence Complexity",
    author = "Zhao, Hangyue  and
      Caillon, Paul  and
      Fagnou, Erwan  and
      Allauzen, Alexandre",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2505/",
    pages = "56948--56959",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wyer-etal-2026-harm,
    title = "Harm Laundering in {GPT} Models: Evidence That Gender Discrimination Is Transformed Rather Than Reduced Across Safety-Trained Generations",
    author = "Wyer, Sarah  and
      Black, Sue  and
      Al Moubayed, Noura",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2506/",
    pages = "56960--56984",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhong-etal-2026-exploring,
    title = "Exploring Sparse Autoencoders in Text-Based Causal Confounding Adjustment",
    author = "Zhong, Mian  and
      Keith, Katherine A.  and
      Field, Anjalie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2507/",
    pages = "56985--57009",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{abootorabi-etal-2026-steering,
    title = "Steering Geometry: Validating Human Value Geometry in {LLM} Steering Space",
    author = "Abootorabi, Mohammad Mahdi  and
      Saghafian, Armin  and
      Bazshoushtari, Ali  and
      Rezaei, Hamid  and
      Hwang, EunJeong  and
      Shwartz, Vered  and
      Mousavi, Parvin  and
      Abolmaesumi, Purang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2508/",
    pages = "57010--57033",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{khursheed-etal-2026-two,
    title = "Two Centuries of Sexism in {B}ritish Parliament: A Computational Analysis of Women{'}s Representation in the {H}ansard Corpus",
    author = "Khursheed, Mohammad Omar  and
      Sawkar, Mandira  and
      KhudaBukhsh, Ashiqur R.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2509/",
    pages = "57034--57051",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sharma-etal-2026-darts,
    title = "{DARTS}: Decoder-Aware Representation Tuning via Surgery for Model Merging",
    author = "Sharma, Aaryan Ajay  and
      Padala, Sai Nishanth  and
      Subramanian, Seganrasan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2510/",
    pages = "57052--57065",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shen-etal-2026-metacaster,
    title = "{M}eta{C}aster: Meta-Harness-Optimized Agent for End-to-End Few-Shot Learning of Lightweight Time Series Forecasters",
    author = "Shen, ChengAo  and
      Yu, Wenchao  and
      Wu, Fangyu  and
      Song, Dongjin  and
      Tong, Hanghang  and
      Luo, Dongsheng  and
      Cheng, Wei  and
      Chen, Haifeng  and
      Ni, Jingchao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2511/",
    pages = "57066--57093",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{asgarov-etal-2026-nest,
    title = "{NEST}: Narrative Event Structures in Time for Long Video Understanding",
    author = "Asgarov, Ali  and
      Narasimhan, Kaushik  and
      Sarker, Najibul Haque  and
      Alomari, Hani  and
      Tang, Chia-Wei  and
      Sivakumar, Anushka  and
      Abdul Hakim, Zaber Ibn  and
      Mallampati, Shaurya  and
      Thomas, Chris",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2512/",
    pages = "57094--57129",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-infoedit,
    title = "{I}nfo{E}dit: Probing Global Layout Reasoning in Infographic Editing",
    author = "Yang, Cheng  and
      Shi, Chufan  and
      Wang, Huijuan  and
      Shui, Bo  and
      Wu, Yaokang  and
      Tao, Muzi  and
      Yan, Yibo  and
      Ma, Xuezhe  and
      Berg-Kirkpatrick, Taylor",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2513/",
    pages = "57130--57168",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-agentkv,
    title = "{A}gent{KV}: Phase-Aware {KV} Eviction for Agentic {LLM}s",
    author = "Liu, Taowen Tony  and
      Wong, Jeffrey T. H.  and
      Xiao, Can  and
      Yang, Bowen  and
      Chen, Hao Mark  and
      Zhao, Yiren",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2514/",
    pages = "57169--57184",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hegde-etal-2026-chronoberg,
    title = "Chronoberg: A 250-Year Diachronic Corpus with Temporal Affective Lexicons for Language Model Analysis",
    author = "Hegde, Niharika  and
      Paul, Subarnaduti  and
      Frey, Lars-Joel  and
      Brack, Manuel  and
      Kersting, Kristian  and
      Mundt, Martin  and
      Schramowski, Patrick",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2515/",
    pages = "57185--57219",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{pandey-etal-2026-whistle,
    title = "{W}his{TLE}: Deeply Supervised, Text-Only Domain Adaptation for Small Pretrained Speech Recognition Transformers",
    author = "Pandey, Akshat  and
      Kumar, Karun  and
      Tang, Raphael",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2516/",
    pages = "57220--57230",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-geometric,
    title = "Geometric-disentanglement Unlearning",
    author = "Zhou, Duo  and
      Zhang, Yuji  and
      Wei, Tianxin  and
      Qiu, Ruizhong  and
      Yang, Ke  and
      Lin, Xiao  and
      Qian, Cheng  and
      He, Jingrui  and
      Tong, Hanghang  and
      Zhai, ChengXiang  and
      Ji, Heng  and
      Zhang, Huan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2517/",
    pages = "57231--57255",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sai-etal-2026-robust,
    title = "Robust and Efficient Guardrails with Latent Reasoning",
    author = "Sai, Siddharth  and
      Wen, Xiaofei  and
      Chen, Muhao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2518/",
    pages = "57256--57268",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-ureason,
    title = "{UR}eason: Benchmarking Reasoning-to-Generation Alignment in Unified Multimodal Models",
    author = "Yang, Cheng  and
      Shi, Chufan  and
      Shui, Bo  and
      Wu, Yaokang  and
      Tao, Muzi  and
      Wang, Huijuan  and
      Lee, Ivan Yee  and
      Liu, Yong  and
      Ma, Xuezhe  and
      Berg-Kirkpatrick, Taylor",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2519/",
    pages = "57269--57309",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{rahimi-etal-2026-reframe,
    title = "{REFRAME}: A Test Suite for the Knowledge{--}Deployment Gap in {LLM}s",
    author = "Rahimi, Elahe  and
      Roewer-Despr{\'e}s, Fran{\c{c}}ois  and
      Sajjad, Hassan  and
      Alam, Md Mahbub  and
      Badshah, Sher  and
      Dolatabadi, Elham  and
      Rudzicz, Frank",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2520/",
    pages = "57310--57325",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chu-etal-2026-aegiscodegen,
    title = "{A}egis{C}ode{G}en: Toward Copyright-Aware Code Generation with Runnability-Guided Fusion",
    author = "Chu, Rui  and
      Meng, Nicole  and
      Tithy, Tanusree Das  and
      Cao, Thomas  and
      Shezan, Faysal Hossain  and
      Lao, Yingjie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2521/",
    pages = "57326--57337",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-petqa,
    title = "{P}et{QA}: Benchmarking Veterinary Knowledge and Clinical Reasoning",
    author = "Kim, Taegyun  and
      Ham, Youngwook  and
      Rhim, Jungwook  and
      An, Ju-Hyun  and
      Park, Sungkyu  and
      Park, Kunwoo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2522/",
    pages = "57338--57365",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{merx-etal-2026-beyond,
    title = "Beyond ``To whom it may concern'': Tailoring Machine Translation to Audience and Intent",
    author = {Merx, Rapha{\"e}l  and
      Vylomova, Ekaterina  and
      Cohn, Trevor},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2523/",
    pages = "57366--57392",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-visual,
    title = "Visual Framing for News Stance Detection via Image Generation",
    author = "Lee, Dahyun  and
      Han, Jiyoung  and
      Park, Kunwoo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2524/",
    pages = "57393--57418",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shetty-etal-2026-wrote,
    title = "Who Wrote the Book? Detecting and Attributing {LLM} Ghostwriters",
    author = "Shetty, Anudeex  and
      Xu, Qiongkai  and
      Ohrimenko, Olga  and
      Lau, Jey Han",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2525/",
    pages = "57419--57447",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{topollai-choromanska-2026-understanding,
    title = "Understanding Quantization of Optimizer States in {LLM} Pre-training: Dynamics of State Staleness and Effectiveness of State Resets",
    author = "Topollai, Kristi  and
      Choromanska, Anna Ewa",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2526/",
    pages = "57448--57470",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fan-etal-2026-prompt,
    title = "Prompt-Induced Recovery Behavior Decomposition for Black-Box Pre-training Data Detection",
    author = "Fan, Xin  and
      Ryoto, Miyamoto  and
      Mo, Fan  and
      Chen, Chongxian  and
      Matsumoto, Tsuneo  and
      Kido, Fuyuko  and
      Yamana, Hayato",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2527/",
    pages = "57471--57490",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{patel-etal-2026-agent,
    title = "Is Agent Code Less Maintainable Than Human Code?",
    author = "Patel, Shaswat P  and
      Hou, Betty Li  and
      Purohit, Arun  and
      Xu, Kai  and
      Pan, Jane  and
      He, He  and
      Chen, Valerie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2528/",
    pages = "57491--57514",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-cohan-2026-llms,
    title = "Can {LLM}s Use Linguistic Uncertainty Markers to Reliably Reflect Intrinsic Confidence?",
    author = "Liu, Gabrielle Kaili-May  and
      Cohan, Arman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2529/",
    pages = "57515--57547",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-xing-2026-typed,
    title = "Typed Relation Path Geometry in Sentence Embedding Spaces",
    author = "Liu, Mingyue  and
      Xing, Ziyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2530/",
    pages = "57548--57564",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{loghmani-etal-2026-hidden,
    title = "Hidden Configuration Effects on Fairness in {LLM}-Based Multi-Agent Decision Systems",
    author = "Loghmani, Hamed  and
      Mehrabi, Ninareh  and
      Hosseinmardi, Homa  and
      Ghasemian, Amir",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2531/",
    pages = "57565--57589",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tang-etal-2026-finetune,
    title = "Finetune Once: Decoupling General {\&} Domain Learning with Dynamic Anchor Annealing",
    author = "Tang, Yang  and
      Liu, Ruijie  and
      Wang, Yifan  and
      Li, Shiyu  and
      Li, Peiming  and
      Wei, Zheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2532/",
    pages = "57590--57607",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{vennemeyer-etal-2026-sycophancy,
    title = "Sycophancy Is Not One Thing: Causal Separation of Sycophantic Behaviors in {LLM}s",
    author = "Vennemeyer, Daniel  and
      Duong, Phan Anh  and
      Zhan, Tiffany  and
      Jiang, Tianyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2533/",
    pages = "57608--57631",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mazumder-etal-2026-trust,
    title = "To Trust or Not to Trust: Retrieval-Augmented Fact Checking in Speech",
    author = "Mazumder, Debajyoti  and
      Mamta, Mamta  and
      Penamakuri, Abhirama Subramanyam",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2534/",
    pages = "57632--57650",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-recontextualizing,
    title = "Recontextualizing Famous Quotes for Brand Slogan Generation",
    author = "Yang, Ziao  and
      Chen, Zizhang  and
      Zhang, Lei  and
      Liu, Hongfu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2535/",
    pages = "57651--57665",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cai-etal-2026-collaborative,
    title = "Collaborative Reasoning with Reranked Multi-facet Retrieval for Legal Judgment Prediction",
    author = "Cai, Wei  and
      Mei, Zihan  and
      Huang, Haojun  and
      Wang, Bang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2536/",
    pages = "57666--57683",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{choi-etal-2026-text-capability,
    title = "Text Capability Loss in Vision-Language Adaptation: An Attention-Sink Diagnosis",
    author = "Choi, Minsik  and
      Kim, Geewook  and
      Kim, Young Geun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2537/",
    pages = "57684--57712",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ailneni-harabagiu-2026-discerning,
    title = "Discerning Culturally-Aware Hate Framings for Hate Speech Identification in Memes",
    author = "Ailneni, Rakshitha Rao  and
      Harabagiu, Sanda M.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2538/",
    pages = "57713--57743",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wan-etal-2026-multilingual-chain,
    title = "Multilingual Chain of Thought Compression via Cross-lingual Entropy Gap",
    author = "Wan, Jiarui  and
      Chen, Yufeng  and
      Zhang, Songming  and
      Qi, Rui  and
      Zhang, Xue  and
      Xu, Jinan  and
      Huang, Kaiyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2539/",
    pages = "57744--57764",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-broken,
    title = "Broken Symmetry in {LLM} Refusal: Answer Release Is More Local Than Refusal Restoration",
    author = "Liu, Yiqi  and
      Wang, Yang  and
      Wang, Songxin  and
      Xiao, Chenghao  and
      Lin, Chenghua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2540/",
    pages = "57765--57785",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nguyen-etal-2026-tts2,
    title = "{TTS}$^2$: Test-Time Scaling for Flow-Based Text-to-Speech via Multi-stage Reward Modeling on Posterior Mean Projections",
    author = "Nguyen, Tung Luong  and
      Le, Tuan Duy Nguyen  and
      Tran, Nhat Hong  and
      Le, Nhat Minh  and
      Do, Van Hai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2541/",
    pages = "57786--57797",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jiang-etal-2026-manimagent,
    title = "{M}anim{A}gent: Self-Evolving Multimodal Agents for Visual Education",
    author = "Jiang, Wenjia  and
      Cai, Zongyuan  and
      Shao, Yuanhang  and
      Wang, Chenru  and
      Han, Boyan  and
      Song, Zhixue  and
      Chen, Keyu  and
      An, Shengwei  and
      Yang, Xu  and
      Yang, Zhou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2542/",
    pages = "57798--57822",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-cross-preference,
    title = "Cross-Preference Learning for Sentence-Level and Context-Aware Machine Translation",
    author = "Li, Ying  and
      Lyu, Xinglin  and
      Li, Junhui  and
      Yang, Jinlong  and
      Shang, Hengchao  and
      Zhang, Min  and
      Tao, Shimin  and
      Wei, Daimeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2543/",
    pages = "57823--57844",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hao-etal-2026-flipts,
    title = "{F}lip{TS}: Failure-to-Success Mathematical Self-Refinement via Trajectory-Aware Sampling in End-to-End Online {RL}",
    author = "Hao, Yaqian  and
      Hao, Yifan  and
      Liu, Yankai  and
      Chao, Fangning  and
      Cui, Zhaojun  and
      Zhang, Haiyu  and
      Bai, Huan  and
      Meng, Fanyu  and
      Deng, Chao  and
      Feng, Junlan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2544/",
    pages = "57845--57862",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{uceda-sosa-etal-2026-scoped,
    title = "Scoped Semantic Invariance as a Foundation for {LLM} Reliability",
    author = "Uceda-Sosa, Rosario  and
      Chang, Maria  and
      Natesan Ramamurthy, Karthikeyan  and
      Singh, Moninder",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2545/",
    pages = "57863--57884",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guo-etal-2026-investigating,
    title = "Investigating and Alleviating Harm Amplification in {LLM} Interactions",
    author = "Guo, Ruohao  and
      Xu, Wei  and
      Ritter, Alan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2546/",
    pages = "57885--57904",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ye-etal-2026-dont,
    title = "Don{'}t Peek at the Answer: Outcome-Masked Group Relative Policy Optimization for Label-Free {RLVR}",
    author = "Ye, Yongshi  and
      Zhang, Liang  and
      Chen, Yidong  and
      Shi, Xiaodong  and
      Fu, Biao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2547/",
    pages = "57905--57928",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jiang-etal-2026-frankenreport,
    title = "{F}ranken{R}eport: Early Exiting in Long-Form Generation Using Expected Value of Computation",
    author = "Jiang, Zhengping  and
      Ramos, Gonzalo  and
      Suh, Jina  and
      NG, Shiqian Rachel  and
      Stengel-Eskin, Elias  and
      Svegliato, Justin  and
      Van Durme, Benjamin  and
      Huntington, Andy  and
      Thomson, Sam",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2548/",
    pages = "57929--57951",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ho-etal-2026-pearl,
    title = "{PEARL}: Front-Loading Relational Chains for Multi-Hop Table Retrieval",
    author = "Ho, Subeen  and
      Kang, Hyeongu  and
      Kang, SeongKu  and
      Yoon, Susik",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2549/",
    pages = "57952--57976",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ye-etal-2026-pamt,
    title = "{PAMT}: Process-Aligned Reinforcement Learning for Multi-Domain Machine Translation",
    author = "Ye, Yongshi  and
      Fu, Biao  and
      Huang, Chongxuan  and
      Chen, Yidong  and
      Shi, Xiaodong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2550/",
    pages = "57977--58001",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shi-etal-2026-memories,
    title = "Not All Memories Are Equal: Hierarchical Collaborative Memory for Validity-Aware Retrieval in {LLM} Agents",
    author = "Shi, Yufei  and
      Yao, Rujing  and
      Li, Ang  and
      Wu, Yang  and
      Jiang, Zhuoren  and
      Liu, Xiaozhong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2551/",
    pages = "58002--58015",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-etal-2026-visual-preference,
    title = "Visual Preference Optimization with Rubric Rewards",
    author = "Yu, Ya-Qi  and
      Hong, Fangyu  and
      Qu, Xiangyang  and
      Wang, Hao  and
      Wu, Gaojie  and
      Luo, Qiaoyu  and
      Xu, Nuo  and
      Wang, Huixin  and
      Xu, Wuheng  and
      Liao, Yongxin  and
      Chen, Zihao  and
      Li, Haonan  and
      Li, Ziming  and
      Peng, Dezhi  and
      Liao, Minghui  and
      Wu, Jihao  and
      Ren, Haoyu  and
      Tu, Dandan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2552/",
    pages = "58016--58037",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ye-etal-2026-ttml,
    title = "{TTML}: Test-Time Memory Learning for Label-Free {RLVR}",
    author = "Ye, Yongshi  and
      Fu, Biao  and
      Chen, Xinjie  and
      Liao, Minpeng  and
      Shi, Xiaodong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2553/",
    pages = "58038--58059",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-etal-2026-reinforcement,
    title = "Reinforcement Learning with Robust Rubric Rewards",
    author = "Yu, Ya-Qi  and
      Wang, Hao  and
      Hong, Fangyu  and
      Qu, Xiangyang  and
      Wu, Gaojie  and
      Luo, Qiaoyu  and
      Xu, Nuo  and
      Wang, Huixin  and
      Xu, Wuheng  and
      Liao, Yongxin  and
      Chen, Zihao  and
      Li, Haonan  and
      Li, Ziming  and
      Peng, Dezhi  and
      Liao, Minghui  and
      Wu, Jihao  and
      Ren, Haoyu  and
      Tu, Dandan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2554/",
    pages = "58060--58078",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-chain-mesh,
    title = "From Chain to Mesh: Evolving Robust Safety Alignment via Neuron-Circuit Topology",
    author = "Wang, Guan  and
      Tang, Xuehai  and
      Zhou, Biyu  and
      Xiao, Wenjie  and
      Zhao, Yuanshu  and
      Lv, Lijia  and
      Han, Jizhong  and
      Hu, Songlin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2555/",
    pages = "58079--58100",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-balancedbio,
    title = "{B}alanced{B}io: Mitigating the Alignment Tax in Biomedical {LLM}s via Gradient Orthogonality and {GRPO}",
    author = "Wu, Wentao  and
      Zhong, Hanmeng  and
      Chen, Linqing  and
      Zhou, Peng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2556/",
    pages = "58101--58115",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-shallow,
    title = "From Shallow Alignment to Source Correction: Robust Safety Alignment for {LLM}s",
    author = "Wang, Guan  and
      Tang, Xuehai  and
      Zhou, Biyu  and
      Han, Jizhong  and
      Hu, Songlin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2557/",
    pages = "58116--58137",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-solve,
    title = "How to Solve Noise and Hard Samples: Filtering and Difficulty-adaptive Augmentation for Fine-grained Negative Emotion Classification",
    author = "Wang, Lianxi  and
      Lin, Siting  and
      Liang, Chao  and
      Li, Yuying  and
      Liao, Xinfeng  and
      Lin, Nankai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2558/",
    pages = "58138--58156",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{atabuzzaman-etal-2026-investigating,
    title = "Investigating Length Bias and Robustness in {LVLM}s for Multiple-Choice Question Answering",
    author = "Atabuzzaman, Md.  and
      Alomari, Hani  and
      Thomas, Chris",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2559/",
    pages = "58157--58176",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jian-etal-2026-trust,
    title = "{TRUST}-{SQL}: Tool-Integrated Multi-Turn Reinforcement Learning for Text-to-{SQL} over Unknown Schemas",
    author = "Jian, Ai  and
      Zhang, Xiaoyun  and
      Guo, Eryu  and
      Du, Wanrou  and
      Ruan, Jingqing  and
      Yang, Haojin  and
      Pei, Jiangbo  and
      Zhang, Weipeng  and
      Zeng, Ke  and
      Cai, Xunliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2560/",
    pages = "58177--58200",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{atabuzzaman-thomas-2026-reliability,
    title = "Reliability Challenges in Diffusion Vision{--}Language Models",
    author = "Atabuzzaman, Md.  and
      Thomas, Chris",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2561/",
    pages = "58201--58216",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{han-etal-2026-vaa,
    title = "{VAA}-{CSEC}: Vote-guided Advantage Allocation for {C}hinese Semantic Error Correction",
    author = "Han, Yitong  and
      Lin, Nankai  and
      Luo, Juan  and
      Wu, Hongyan  and
      Wang, Lianxi  and
      Jiang, Shengyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2562/",
    pages = "58217--58232",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{park-etal-2026-dochop,
    title = "{D}oc{H}op-{QA}: Towards Multi-Hop Reasoning over Multimodal Document Collections",
    author = "Park, Jiwon  and
      Pyeon, Seohyun  and
      Kim, Jinwoo  and
      Cabral, Rina Carines  and
      He, Zhenyuan  and
      Ding, Yihao  and
      Han, Caren",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2563/",
    pages = "58233--58261",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hasegawa-etal-2026-neuro,
    title = "Neuro-Symbolic Reasoning with External Inference Tools Mitigates Bias from Sub-Formula Level Logical Structure",
    author = "Hasegawa, Ryo  and
      Sakai, Yusuke  and
      Kamigaito, Hidetaka  and
      Watanabe, Taro",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2564/",
    pages = "58262--58284",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ren-etal-2026-skillalign,
    title = "{S}kill{A}lign: Aligning Skill Interfaces for {LLM}-based Agents",
    author = "Ren, Shuo  and
      Kang, Xiaomian  and
      Zhang, Jiajun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2565/",
    pages = "58285--58300",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wen-etal-2026-alignment,
    title = "Alignment or Formatting? Dissecting What On-Policy {DPO} Actually Learns",
    author = "Wen, Keyu  and
      Song, Yang  and
      Yang, Lijun  and
      Lin, Rui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2566/",
    pages = "58301--58309",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-diversity,
    title = "Diversity is Not Ambiguity: Toward Accurate and Efficient Ambiguity Detection for Open-Domain {QA}",
    author = "Lee, Jiwon  and
      Park, Yong-chan  and
      Hong, Jungin  and
      Kang, U",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2567/",
    pages = "58310--58333",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wen-etal-2026-trivtab,
    title = "{T}ri{VT}ab: Fusing Triple-Based Structured Reasoning and Visual Reasoning for Multimodal Table Question Answering",
    author = "Wen, Zhuo  and
      Lin, Yang  and
      Zhao, Weifan  and
      Zhang, Ji  and
      Gao, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2568/",
    pages = "58334--58354",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-silence,
    title = "Silence the Judge: Reinforcement Learning with Self-Verifier via Latent Geometric Clustering",
    author = "Zhang, Nonghai  and
      Ma, Weitao  and
      Ma, Zhanyu  and
      Xu, Jun  and
      Gao, Jiuchong  and
      Hao, Jinghua  and
      He, Renqing  and
      Xu, Jingwen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2569/",
    pages = "58355--58373",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{soetedjo-etal-2026-overfitting,
    title = "Overfitting Mitigation via Singular Value Decomposition in Minimum {B}ayes Risk Decoding",
    author = "Soetedjo, Riza Setiawan  and
      Sakai, Yusuke  and
      Kamigaito, Hidetaka  and
      Hayashi, Katsuhiko  and
      Watanabe, Taro",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2570/",
    pages = "58374--58401",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-security,
    title = "Security and Privacy Prompts in the Wild: What Users Ask {LLM}s and How {LLM}s Respond",
    author = "Kim, Hobin  and
      Wu, Xiaoyuan  and
      Akgul, Omer  and
      Bauer, Lujo  and
      Christin, Nicolas",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2571/",
    pages = "58402--58431",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{trirat-etal-2026-multimodal,
    title = "Multimodal Collaborative Debate for Zero-Shot Time Series Reasoning",
    author = "Trirat, Patara  and
      Kwak, Jin Myung  and
      Heo, Jay  and
      Lee, Heejun  and
      Hwang, Sung Ju",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2572/",
    pages = "58432--58456",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{luo-etal-2026-extax,
    title = "{E}x{T}ax: Explainable Disinformation Detection via Persuasion, Emotion, and Narrative Role Taxonomies",
    author = "Luo, Shang  and
      Yang, Yingguang  and
      Sun, Zhenchen  and
      Liu, Yang  and
      Chong, Bin  and
      Chen, Jingru  and
      Chen, Yancheng  and
      Liang, Jiayu  and
      Kefu, Xu  and
      Peng, Hao  and
      Yu, Philip S.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2573/",
    pages = "58457--58483",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tang-etal-2026-memoryrewardbench,
    title = "{M}emory{R}eward{B}ench: Benchmarking Reward Models for Long-Term Memory Management in Large Language Models",
    author = "Tang, Zecheng  and
      Ji, Baibei  and
      Sun, Ruoxi  and
      Wang, Haitian  and
      Li, Juntao  and
      Zhang, Min",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2574/",
    pages = "58484--58516",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ma-etal-2026-mechanistic,
    title = "Mechanistic Diagnostics of Spatial Lexical Bias in Multimodal Large Language Model Spatial Reasoning",
    author = "Ma, Chuang  and
      Liu, Qianying  and
      Obuchi, Tomoyuki  and
      Cheng, Fei  and
      Yang, Wang  and
      Cai, Sudong  and
      Zheng, Shuyuan  and
      Aizawa, Akiko  and
      Kurohashi, Sadao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2575/",
    pages = "58517--58543",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-etal-2026-jamer,
    title = "{JAMER}: Project-Level Code Framework Dataset and Benchmark on Professional Game Engines",
    author = "Sun, Jianwen  and
      Li, Chuanhao  and
      Li, Zizhen  and
      Feng, Yukang  and
      Zhang, Fanrui  and
      Huang, Yifei  and
      Dai, Yu  and
      Zhang, Kaipeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2576/",
    pages = "58544--58570",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{pit-etal-2026-one,
    title = "One Refusal Isn{'}t Enough: Multi-Turn Jailbreak Attacks on Large Language Models",
    author = "Pit, Pagnarasmey  and
      Ma, Xingjun  and
      Bailey, James  and
      Hovy, Eduard",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2577/",
    pages = "58571--58591",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-validity,
    title = "Validity-Aware Assessment of {LLM} Value Orientation via Subset Item Response Theory",
    author = "Zhao, Qinlin  and
      Yi, Xiaoyuan  and
      Yao, Jing  and
      Huang, Muhua  and
      Lian, Defu  and
      Xie, Xing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2578/",
    pages = "58592--58615",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hastuti-etal-2026-evaluating,
    title = "Evaluating {LLM} Watermarking for Clinical {EHR}: Detectability, Style Shifts, and Helpfulness",
    author = "Hastuti, Rochana Prih  and
      Rajagede, Rian Adam  and
      Zheng, Mengxin  and
      Lou, Qian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2579/",
    pages = "58616--58639",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-ace,
    title = "{ACE}: Adapter Consolidation across Experts for Parameter-Efficient Fine-Tuning of {M}o{E} {LLM}s",
    author = "Lee, Ahin  and
      Yun, Sehyun  and
      Park, Joonha  and
      Gong, Taesik",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2580/",
    pages = "58640--58662",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{filho-etal-2026-paraspeechrag,
    title = "{P}ara{S}peech{RAG}: A Benchmark for Robust Speech Retrieval under Paralinguistic and Acoustic Perturbations",
    author = "Filho, Alexandre Costa Ferro  and
      Queiroz, Marcos Paulo C M  and
      Medeiros, Matheus Franco  and
      Sene, Gabriel Orlow De Oliveira  and
      Silva, Murilo Alvares  and
      Silva, Diogo Fernandes Costa  and
      Galv{\~a}o Filho, Arlindo Rodrigues",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2581/",
    pages = "58663--58674",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-thunder,
    title = "Thunder-{D}e{ID}+: Boundary-Aware {K}orean De-identification from Court Judgments to Broader Sensitive Documents",
    author = "Lee, Gyuseong  and
      Cho, Gyeongje  and
      Kim, Jongmin  and
      Kim, Heejin  and
      So, Yeonkyoung  and
      Jeon, Hyunggeun  and
      Park, Hyunji M.  and
      Kim, Sangho  and
      Park, Yoonhee  and
      Pyo, Youngbin  and
      Lee, Jaejin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2582/",
    pages = "58675--58709",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-geochallenge,
    title = "{G}eo{C}hallenge-90{K}: A Multi-Answer Multiple-Choice Benchmark for Diagram-Grounded Geometric Reasoning",
    author = "Zhang, Yushun  and
      Fu, Weiping  and
      Yang, Zesheng  and
      Zhao, Bo  and
      Zhang, Lingling  and
      Zhang, Jian  and
      Fu, Yumeng  and
      Huang, Jiaxing  and
      Liu, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2583/",
    pages = "58710--58730",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-responsibility,
    title = "Responsibility-Aware Scheduling for Selective Rationalization",
    author = "Zhang, Dengchao  and
      Zhao, Yunxiao  and
      Yan, Zhichao  and
      Fan, Yue  and
      Guo, Shaoru  and
      Li, Ru",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2584/",
    pages = "58731--58746",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{atabuzzaman-etal-2026-introconformal,
    title = "{I}ntro{C}onformal: Conformal Factuality Guarantees for Large Vision-Language Models via Introspective Signals",
    author = "Atabuzzaman, Md.  and
      Alexander, Christian  and
      Thomas, Chris",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2585/",
    pages = "58747--58764",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-mmlongembed,
    title = "{MML}ong{E}mbed: Benchmarking Multimodal Embedding Models in Long-Context Scenarios",
    author = "Wang, Haitian  and
      Sun, Ruoxi  and
      Qiu, Quantong  and
      Li, Juntao  and
      Li, Junhui  and
      Chen, Hua  and
      Chang, Jinxiong  and
      Zhang, Min",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2586/",
    pages = "58765--58785",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-balancing,
    title = "Balancing Epistemic Value and Social Safety: {PACR}-Pro for False-Consensus Intervention in One Night Ultimate Werewolf",
    author = "Wang, Yonghui  and
      Tian, Zhiliang  and
      Liu, Bo  and
      Tang, Jiarui  and
      Yu, Wanlong  and
      Pan, Shilong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2587/",
    pages = "58786--58810",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-cmpa,
    title = "{CMPA}-{SLU}: A Benchmark for {C}hinese Mobile Personal Assistant Spoken Language Understanding",
    author = "Wu, Di  and
      Li, Zhongqiu  and
      Zhu, Zetao  and
      Xiong, Sishi  and
      Fang, Ruiyu  and
      Song, Shuangyong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2588/",
    pages = "58811--58824",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-conflictscore,
    title = "{C}onflict{S}core: Identifying and Measuring How Language Models Handle Conflicting Evidence",
    author = "Liu, Siyi  and
      Halfaker, Aaron  and
      Roth, Dan  and
      Xia, Patrick",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2589/",
    pages = "58825--58845",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{han-mcclelland-2026-second,
    title = "Second language input density can induce age of acquisition effects in language models",
    author = "Han, Simon Jerome  and
      McClelland, James",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2590/",
    pages = "58846--58858",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chegini-feizi-2026-training,
    title = "Training-Free Chunk-Level Guided Generation for Mathematical Reasoning",
    author = "Chegini, Atoosa  and
      Feizi, Soheil",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2591/",
    pages = "58859--58870",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{glavas-etal-2026-intra,
    title = "Intra-Prompt Parallel Decoding for Common-Context Question Answering",
    author = "Glavas, Theodore  and
      Vedula, Nikhita  and
      Dhyani, Dushyanta  and
      Valkanas, Antonios  and
      Zhu, Yilun  and
      Malmasi, Shervin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2592/",
    pages = "58871--58890",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jiang-etal-2026-v,
    title = "{V}-{C}o{LA}: Vision Token Compression with Linear Attention",
    author = "Jiang, Hao  and
      Mao, Yiru  and
      Bu, Tianpeng  and
      Zhou, Hao  and
      Duan, Hongtao  and
      Jing, Wang  and
      Xu, Bowen  and
      Chen, Xin  and
      hu, Lulu  and
      Yang, Bin  and
      Tao, Yongliang  and
      Zhang, Minying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2593/",
    pages = "58891--58906",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cha-etal-2026-trace,
    title = "{TRACE}: Table{--}Text Relationalization and Completion of Evidence for Coverage-Sensitive {QA}",
    author = "Cha, Sunho  and
      Park, Sungho  and
      Han, Wook-Shin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2594/",
    pages = "58907--58926",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-vision,
    title = "Where Do Vision-Language Models Fail on Abstract Reasoning? An Information Processing Analysis of {ARC}",
    author = "Zhou, Xuan  and
      Wei, Xuefeng  and
      Qu, Zhi  and
      Sakai, Yusuke  and
      Kamigaito, Hidetaka  and
      Watanabe, Taro",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2595/",
    pages = "58927--58947",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zheng-etal-2026-dysem,
    title = "{D}y{S}em: Uncovering Dynamic Semantic Components of Large Language Models for Calculating Semantic Textual Similarity",
    author = "Zheng, Kaijie  and
      Wang, Weiqin  and
      Wang, Yile  and
      Huang, Hui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2596/",
    pages = "58948--58967",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{davoudi-etal-2026-amnesia,
    title = "{AMNESIA}: A Large-Scale Medical Unlearning Benchmark Suite with Disease-Informed Analysis",
    author = "Davoudi, Saeedeh  and
      Iranmanesh, Reihaneh  and
      Frieder, Ophir  and
      Goharian, Nazli",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2597/",
    pages = "58968--58986",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhou-etal-2026-accountable,
    title = "Accountable {AI} with Grounded, Faithful, Consistent, Actionable Rationales: A Case Study in Clinical Trial Matching with {VERDICT}",
    author = "Zhou, Zikai  and
      Jin, Yufei  and
      Xu, Yilin  and
      Wang, Yu-Chiang  and
      Chao, Chieh-Ju  and
      Lam, Monica",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2598/",
    pages = "58987--59032",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-fineverify,
    title = "{F}ine{V}erify: Scaling Test-Time Compute with Fine-Grained Self-Verification for Agentic Search",
    author = "Zhao, James Xu  and
      Chen, Hui  and
      Hooi, Bryan  and
      Ng, See-Kiong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2599/",
    pages = "59033--59062",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-lazy,
    title = "Lazy Grounding: Attacking Search Agents with Factual Evidence",
    author = "Zhang, Yulin  and
      Huang, Yukun  and
      Chen, Sanxing  and
      Lin, Tianyi  and
      Yang, Ziang  and
      Yin, Xunjian  and
      Dhingra, Bhuwan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2600/",
    pages = "59063--59077",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jung-etal-2026-residual,
    title = "Residual Sparsification via Output Importance for Compressing Mixture-of-Experts {LLM}s",
    author = "Jung, Seungwoo  and
      Kwon, Dohyeok  and
      Cha, Seungmin  and
      Lee, Junseok  and
      Yoo, Yeonho  and
      Yoo, Chuck  and
      Yang, Gyeongsik",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2601/",
    pages = "59078--59097",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{arraf-etal-2026-beyond,
    title = "Beyond Token Noise: Discourse-Level Rewrites Expose Brittleness in {QA} {LLM}s",
    author = "Arraf, Mousa  and
      Guy, Ido  and
      Radinsky, Kira",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2602/",
    pages = "59098--59119",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{magzym-etal-2026-dual,
    title = "Dual Controller Architecture to Enable Adherence of {LLM}-based Counselors to Session- and Discourse-level Aspects of Motivational Interviewing Theory",
    author = "Magzym, Yermakhan  and
      Carcone, April Idalski  and
      Towner, Elizabeth  and
      M.D., Christopher Mann  and
      Badr, M. Safwan  and
      Kotov, Alexander",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2603/",
    pages = "59120--59163",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xue-etal-2026-beyond-analysis,
    title = "Beyond Analysis: Training Language Models with Internal Mechanistic Feedback",
    author = "Xue, Hanlin  and
      Zhang, Gang  and
      Wang, Xiangyuan  and
      Bai, Yunhao  and
      Wan, Yulong  and
      Li, Xiang  and
      Zhou, Jiaqi  and
      Xiong, Ruochong  and
      Liu, Junfei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2604/",
    pages = "59164--59178",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-bridge,
    title = "Bridge Routing Heads: Where Multilingual Multi-hop Reasoning Lives in {LLM}s",
    author = "Kim, Seunghan  and
      Choe, Minyeong  and
      Kim, Hyunil  and
      Cho, Haehyun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2605/",
    pages = "59179--59195",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{joad-etal-2026-refusal,
    title = "There Is More to Refusal in Large Language Models than a Single Direction",
    author = "Joad, Faaiz  and
      Hawasly, Majd  and
      Boughorbel, Sabri  and
      Durrani, Nadir  and
      Sencar, Husrev Taha",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2606/",
    pages = "59196--59232",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cai-etal-2026-ai,
    title = "{AI} Alignment through a Game-theoretic Lens: A Survey",
    author = "Cai, Yanan  and
      Zhao, Zhongrui  and
      Lu, Zhigang  and
      Lee, Ickjai  and
      Zhang, Wei Emma  and
      Xue, Jason  and
      Zhang, Yihong  and
      Pang, Shuchao  and
      Xiang, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2607/",
    pages = "59233--59253",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yoon-etal-2026-pays,
    title = "Who Pays More for Safety? Measuring the Disparate Cost of Safety Alignment across Languages",
    author = "Yoon, Chanwoong  and
      Park, Jungsoo  and
      Ritter, Alan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2608/",
    pages = "59254--59283",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-scope,
    title = "{SCOPE}: Stepwise Calibration of Reasoning Confidence with Outcome-Grounded Prefix Evidence",
    author = "Zhao, Huaqin  and
      Zhou, Yifan  and
      Sun, Bolun  and
      Cao, Chao  and
      Li, Yiwei  and
      Ding, Zhaojun  and
      Zhang, Lu  and
      Liu, Tianming  and
      Lu, Jin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2609/",
    pages = "59284--59297",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-deconstructing,
    title = "Deconstructing Spatial Complexity: Hierarchical Decomposition for {LLM} Spatial Reasoning",
    author = "Wang, Yi  and
      Lu, Haojie  and
      Li, Chen  and
      Xie, Sihong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2610/",
    pages = "59298--59319",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-q,
    title = "{Q}-{TIE}: A Lightweight and Generalizable Re-ranking Framework for Temporal Information Retrieval",
    author = "Kim, Soyeon  and
      Kim, HyunJin  and
      Bak, JinYeong  and
      Whang, Steven Euijong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2611/",
    pages = "59320--59340",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bagaria-etal-2026-judging,
    title = "Judging {LLM}-as-a-Judge: Concerning Rubric Artifacts in {LLM}-based Automated Text Generation Evaluation",
    author = "Bagaria, Anshul  and
      Sundaram, Sowmya S  and
      Krishnan, Gokul S  and
      Ravindran, Balaraman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2612/",
    pages = "59341--59352",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-scirerankbench,
    title = "{S}ci{R}erank{B}ench: Benchmarking Rerankers Towards Scientific Retrieval-Augmented Generation with {LLM}s",
    author = "Chen, Haotian  and
      Long, Qingqing  and
      Xiao, Meng  and
      Luo, Xiao  and
      Ju, Wei  and
      Zhou, Yuanchun  and
      Wang, Xuezhi  and
      Zhu, Hengshu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2613/",
    pages = "59353--59380",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-graph-skills,
    title = "Graph-of-Skills: Dependency-Aware Structural Retrieval for Massive Agent Skills",
    author = "Liu, Dawei  and
      Li, Zongxia  and
      Du, Hongyang  and
      Wu, Xiyang  and
      Gui, Shihang  and
      Kuang, Yongbei  and
      Sun, Lichao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2614/",
    pages = "59381--59408",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{shi-etal-2026-vex,
    title = "{VEX}-Bench: Benchmarking {LLM} Agents for Assessing Exploitability of Software Supply Chain Vulnerabilities",
    author = "Shi, Jiahao  and
      Tsien, Edward  and
      Di, Yifeng  and
      Zhang, Hongjiao  and
      Tang, Yuan  and
      Dey, Ronit  and
      Shishov, Ilona  and
      Netanel, Gal  and
      Grinberg, Zvi  and
      Belousov, Vladimir  and
      Rotman, Bat-Zion  and
      Pinto, Ilan  and
      Zhang, Tianyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2615/",
    pages = "59409--59425",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guo-etal-2026-surveylens,
    title = "{S}urvey{L}ens: A Discipline-Aware Benchmark for Automatic Survey Generation",
    author = "Guo, Beichen  and
      Wen, Zhiyuan  and
      GU, Jia  and
      Shi, Haochen  and
      Wang, Jian  and
      Wang, Senzhang  and
      LI, Haoyang  and
      Yang, Ruosong  and
      Liu, Shuaiqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2616/",
    pages = "59426--59458",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{song-etal-2026-multi3ir,
    title = "{MULTI}3{IR}: A Benchmark for Multi-perspective Multi-domain Multi-modal Information Retrieval",
    author = "Song, Seokwon  and
      Kim, Sohyeon  and
      Kim, Gunhee",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2617/",
    pages = "59459--59478",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-duplexgen,
    title = "{D}uplex{G}en: Adaptive Synthesis of Human-{AI} Turn-Taking Dialogues",
    author = {Kim, Takyoung  and
      Kim, Kang-wook  and
      Woo, Tony  and
      Hirschberg, Julia  and
      Kim, Gunhee  and
      Hakkani-T{\"u}r, Dilek},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2618/",
    pages = "59479--59505",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-etal-2026-idioms,
    title = "Idioms Understood, Yet Translated Literally: Diagnosing Literal Translation Bias in Multilingual {LLM}s",
    author = "Sun, Yanming  and
      Zhan, Runzhe  and
      Chao, Yu  and
      Ma, Jingkun  and
      Wang, Shuo  and
      Chao, Lidia S.  and
      Wong, Derek F.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2619/",
    pages = "59506--59529",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jahin-parvez-2026-gui,
    title = "{GUI}-Primitives: Diagnosing Spatial Reasoning Failures in Vision-Language {GUI} Grounding",
    author = "Jahin, Md Abrar  and
      Parvez, Md Rizwan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2620/",
    pages = "59530--59564",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{raja-etal-2026-rethinking,
    title = "Rethinking Molecular Text Representations for {LLM}s: An Empirical Study",
    author = "Raja, Arun  and
      Morris, Garrett M  and
      Chai, Kian Ming A.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2621/",
    pages = "59565--59589",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hyun-etal-2026-controllable,
    title = "Controllable Image Captioning with Prompt-Conditioned Scene Rewards",
    author = "Hyun, Jongyeop  and
      Kim, Taeyoung  and
      Kim, Hyounghun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2622/",
    pages = "59590--59615",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{preeti-etal-2026-tap,
    title = "{TAP}: Policy Interfaces for Diffusion Language Models",
    author = "Preeti  and
      Kushwaha, Ankita  and
      Ravish, Kiran  and
      Kumar, Pawan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2623/",
    pages = "59616--59657",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-vision,
    title = "Vision-{B}raille: A Curriculum Learning Toolkit and {B}raille-{C}hinese Corpus for {B}raille Translation",
    author = "Wu, Alan  and
      Yuan, Ye  and
      Xiao, Zhiping  and
      Zhang, Ming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2624/",
    pages = "59658--59672",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-localizing,
    title = "Localizing Cross-Lingual Generalization in Parameter Space",
    author = "Lee, Yeoreum  and
      Lee, Jaeseong  and
      Hwang, Seung-Won",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2625/",
    pages = "59673--59692",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{liu-etal-2026-trace-temporal,
    title = "{TRACE}: Temporal Retrieval with Anchored and Convergent Evidence for Long-Horizon Video Understanding",
    author = "Liu, Pengyiang  and
      Niu, Junbo  and
      Hu, Xiaoyang  and
      Shi, Zhongyue  and
      Wang, Zitian  and
      Huang, Linjiang  and
      Liu, Si",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2626/",
    pages = "59693--59708",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jha-etal-2026-diplomat,
    title = "{DIPLOMAT}: Dialogue-Span-Aware Direct Preference Optimization for Polite Persuasive Workplace Negotiation Dialogues",
    author = "Jha, Bibhuti  and
      Chigrupaatii, Rishikant  and
      Priya, Priyanshu  and
      Ekbal, Asif",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2627/",
    pages = "59709--59749",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yu-etal-2026-pragma,
    title = "{PRAGMA}: Evaluating Personalized Guidance with Memory Alignment in Lifelong Conversations",
    author = "Yu, Hyojeong  and
      Koh, Hyukhun  and
      Kim, Minsung  and
      Jang, Yunah  and
      Jung, Kyomin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2628/",
    pages = "59750--59775",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-small,
    title = "Small Reward Models via Backward Inference",
    author = "Wang, Yike  and
      Brahman, Faeze  and
      Feng, Shangbin  and
      Xiao, Teng  and
      Hajishirzi, Hannaneh  and
      Tsvetkov, Yulia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2629/",
    pages = "59776--59811",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{cheng-etal-2026-mard,
    title = "{MARD}: A Multi-Agent Reinforced Debiasing Framework for Large Language Models",
    author = "Cheng, Xiaoqing  and
      Liu, Tao  and
      Lan, Tian  and
      Song, Jinwang  and
      Chen, Chen  and
      Zan, Hongying  and
      Zhang, Wen  and
      Chen, Huajun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2630/",
    pages = "59812--59823",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ko-etal-2026-harmolora,
    title = "{H}armo{L}o{RA}: Commit-Stage Update Admission in Low-Rank Adaptation for Continual Speech Recognition",
    author = "Ko, Ye-Eun  and
      Choi, Ji-Eun  and
      Kim, Dong-Hyun  and
      Chang, Joon-Hyuk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2631/",
    pages = "59824--59841",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-anonymous,
    title = "From Anonymous Speaker Seeds to Consistent Characters: Zero-Shot Manga Speaker Attribution",
    author = "Chen, Yanhao  and
      Shimoda, Wataru  and
      Yamaguchi, Kota  and
      Nakayama, Hideki",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2632/",
    pages = "59842--59855",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{matta-etal-2026-dango,
    title = "Dango: A Strictly {L}1-Only Large Language Model for Studying Second Language Acquisition",
    author = "Matta, Shiho  and
      Huang, Yin Jou  and
      Cheng, Fei  and
      Kodama, Takashi  and
      Kiyomaru, Hirokazu  and
      Murawaki, Yugo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2633/",
    pages = "59856--59876",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-teach,
    title = "Teach the Magnitude, Not the Direction: Verifier-Anchored Credit Assignment for Multi-Turn Multi-Step {LLM} Agents",
    author = "Wang, Zechuan  and
      Lu, Siyuan  and
      Zhang, Hongxuan  and
      Mo, Linjian  and
      Zhuang, Chenyi  and
      Gan, Leilei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2634/",
    pages = "59877--59891",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{alizade-etal-2026-parsbench,
    title = "{P}ars{B}ench: A Benchmark for Evaluating Fine-Grained Culturally Grounded Commonsense Reasoning in {P}ersian",
    author = "Alizade, Mehrnoush  and
      Davoodi, Farbod  and
      Maity, Suman Kalyan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2635/",
    pages = "59892--59913",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sun-etal-2026-matter,
    title = "No Matter Who You Are: Addressivity and Sycophancy in Large Language Models",
    author = "Sun, Seungjong  and
      Jun, Hyunmin  and
      Yoon, Minsik  and
      Lee, Eungu  and
      Kang, Choongwon  and
      Woo, Young Seok  and
      Kim, Jang Hyun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2636/",
    pages = "59914--59939",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{li-etal-2026-succinctness,
    title = "Succinctness, Not Expressivity, Predicts Syntactic Competence",
    author = "Li, Shangao  and
      Wu, Jinghan  and
      Lu, Chang  and
      Zhao, Yizheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2637/",
    pages = "59940--59976",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{martin-etal-2026-extracting,
    title = "Extracting Small Translation Specialists from {LLM}s by Aggressively Pruning Experts",
    author = "Martin, Liu  and
      Bandarkar, Lucas  and
      Peng, Nanyun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2638/",
    pages = "59977--60007",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{suppa-etal-2026-sk,
    title = "sk-bench: A Native-First Benchmark for Evaluating Large Language Models in {S}lovak",
    author = "{\v{S}}uppa, Marek  and
      Vykopal, Ivan  and
      Ridzik, Andrej  and
      Sopkovi{\v{c}}, Kristi{\'a}n  and
      K{\v{n}}a{\v{z}}ekov{\'a}, Nat{\'a}lia  and
      Kopcan, Jaroslav  and
      Blstak, Miroslav  and
      Ondrejov{\'a}, Vikt{\'o}ria  and
      Hl{\'a}dek, Daniel  and
      Gregor, Michal  and
      Tamajka, Martin  and
      Simko, Marian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2639/",
    pages = "60008--60055",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nguyen-etal-2026-trialign,
    title = "{T}ri{A}lign: Towards Universal Truth Consistency in Personalized {LLM} Alignment",
    author = "Nguyen, Thi-Nhung  and
      Luo, Linhao  and
      Omari, Rollin  and
      Kim, Junae  and
      Vu, Thuy-Trang  and
      Phung, Dinh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2640/",
    pages = "60056--60079",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{gerasimov-etal-2026-fully,
    title = "You Do Not Fully Utilize Transformer{'}s Representation Capacity",
    author = "Gerasimov, Gleb  and
      Aksenov, Yaroslav  and
      Balagansky, Nikita  and
      Sinii, Viacheslav  and
      Gavrilov, Daniil",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2641/",
    pages = "60080--60100",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-auditing,
    title = "Auditing Multi-Agent {LLM} Reasoning Trees Outperforms Majority Vote and {LLM}-as-Judge",
    author = "Yang, Wei  and
      Li, Shixuan  and
      Liu, Gengshuo  and
      Ping, Heng  and
      Zhang, Peiyu  and
      Bogdan, Paul  and
      Thomason, Jesse",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2642/",
    pages = "60101--60118",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{haghifam-etal-2026-sedem,
    title = "{S}e{D}e{M}: Selective Decompression of Hidden-State Memories for Long-Context Question Answering",
    author = "Haghifam, Maryam  and
      Cong, Jason  and
      Sun, Yizhou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2643/",
    pages = "60119--60142",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jeong-etal-2026-beneath,
    title = "Beneath the Surface of Chains-of-Thought: A Mechanistic Interpretation of Reasoning Operations in {LLM}s",
    author = "Jeong, Seogyeong  and
      Hwang, Jaehui  and
      Han, Dongyoon  and
      Gu, Geonmo  and
      Oh, Alice  and
      Kim, Taekyung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2644/",
    pages = "60143--60185",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hasanebrahimi-etal-2026-viser,
    title = "{V}is{ER}: Visual Evidence and Reliance for Object Hallucination Detection in {LVLM}s",
    author = "Hasanebrahimi, Afsaneh  and
      Huang, Hanxun  and
      Leckie, Christopher  and
      Erfani, Sarah",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2645/",
    pages = "60186--60202",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yerukola-etal-2026-xybench,
    title = "{XYB}ench: Can {LLM}s Respond Pragmatically to Queries with Misconceptions?",
    author = "Yerukola, Akhila  and
      Hwang, Jena D.  and
      Zheng, Mingqian  and
      Godsey, Jenna  and
      Kim, Hyunwoo  and
      Pyatkin, Valentina  and
      Hu, Jennifer  and
      Sap, Maarten",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2646/",
    pages = "60203--60234",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{xiang-etal-2026-multimodal,
    title = "{M}ulti{M}odal Code-Switching: Interleaving Visual Objects into Language for Explicit Object-Level Alignment",
    author = "Xiang, Changhao  and
      Xing, Shangyu  and
      Wu, Zhen  and
      Zhang, Jianbing  and
      Dai, Xinyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2647/",
    pages = "60235--60256",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{haller-etal-2026-matters,
    title = "What Matters in Linearizing Language Models? A Comparative Study of Architecture, Scale, and Task Adaptation",
    author = "Haller, Patrick  and
      Golde, Jonas  and
      Akbik, Alan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2648/",
    pages = "60257--60274",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lee-etal-2026-latent,
    title = "Latent Task Embedding: Geometric Expansion for Single-Path Multi-Task {PEFT}",
    author = "Lee, Junhyun  and
      Song, Seoha  and
      Gowda, Dhananjaya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2649/",
    pages = "60275--60293",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wu-etal-2026-looks,
    title = "Looks Right, Works Right: A Project-Level Benchmark for Multi-Screen Mobile App Generation",
    author = "Wu, Fan  and
      Gao, Cuiyun  and
      Huang, Yiming  and
      Xiao, Yang  and
      Chen, Yujia  and
      Liao, Qing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2650/",
    pages = "60294--60319",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{choi-etal-2026-membrane,
    title = "Membrane: A Self-Evolving Contrastive Safety Memory for {LLM} Agent Defense",
    author = "Choi, Minseok  and
      Yang, Seungbin  and
      Kim, Dongjin  and
      Kim, Subin  and
      Son, Jungmin  and
      Lee, Yunseung  and
      Choo, Jaegul  and
      Kwak, Youngjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2651/",
    pages = "60320--60354",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tang-etal-2026-retrieval,
    title = "Retrieval Sensitivity to Identity Signals in Queries",
    author = "Tang, Andrew  and
      Deas, Nicholas  and
      McKeown, Kathleen  and
      Misra, Vishal",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2652/",
    pages = "60355--60381",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{roy-etal-2026-premise,
    title = "{PR}e{MISE}: Policy Rubrics as Measurement Specifications for {LLM} Judges",
    author = "Roy, Swastik  and
      Pujari, Rajkumar  and
      Kumarage, Tharindu  and
      Peris, Charith  and
      Gupta, Rahul  and
      Rumshisky, Anna  and
      Natarajan, Pradeep  and
      Saligrama, Venkatesh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2653/",
    pages = "60382--60406",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kyriakou-etal-2026-shared,
    title = "Shared Doubt: Zero-Shot Cross-Lingual Confidence Estimation for Language Models",
    author = "Kyriakou, Athina  and
      Ulmer, Dennis  and
      Titov, Ivan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2654/",
    pages = "60407--60437",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chawla-etal-2026-alignbeam,
    title = "{ALIGNBEAM} : Inference-Time Alignment Transfer via Cross-Vocabulary Logit Mixing",
    author = "Chawla, Chirag  and
      Seth, Pratinav  and
      Sankarapu, Vinay Kumar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2655/",
    pages = "60438--60464",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bondielli-etal-2026-parts,
    title = "Parts-of-Speech as Emergent Categories in {SAE} Latent Space",
    author = "Bondielli, Alessandro  and
      Passaro, Lucia  and
      Auriemma, Serena  and
      Lenci, Alessandro",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2656/",
    pages = "60465--60481",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hassani-etal-2026-temps,
    title = "{TEMPS}: Temporal Sentence Embeddings for Temporal Information Retrieval",
    author = "Hassani, Mourad  and
      Romero, Julien  and
      Bouzeghoub, Amel  and
      Jacquelinet",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2657/",
    pages = "60482--60505",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhao-etal-2026-sciencearena,
    title = "{S}cience{A}rena: Benchmarking {LLM}s on Latest Scientific Olympiad Competitions",
    author = "Zhao, Guangxiang  and
      Shi, Qilong  and
      Xiao, Xusen  and
      Liuwenpu  and
      Li, Yaoming  and
      Hao, Linfeng  and
      Hou, Shuyang  and
      Guo, Zijian  and
      Zhang, Xinrui  and
      Zhao, Yuntian  and
      Wang, Zhengyang  and
      Liu, Wenrui  and
      Wu, Yuhan  and
      Yang, Tong  and
      Sun, Lin  and
      Zhang, Xiangzheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2658/",
    pages = "60506--60523",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{rahimzadeh-etal-2026-expectation,
    title = "Expectation, Backlash, Recovery, and Excitement: How Model Releases Shape {R}eddit Perceptions of Conversational {AI} Systems",
    author = "Rahimzadeh, Vahid  and
      Zhauniarovich, Yury  and
      Zannettou, Savvas",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2659/",
    pages = "60524--60551",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kulumba-etal-2026-halvest,
    title = "{HAL}vest-Contrastive: Retrieval-like Authorship Attribution with Patch-level Late Interaction",
    author = "Kulumba, Francis  and
      Antoun, Wissam  and
      Vimont, Guillaume  and
      Romary, Laurent  and
      Cafiero, Florian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2660/",
    pages = "60552--60571",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ding-etal-2026-meki,
    title = "{M}e{K}i: Memory-based Expert Knowledge Injection for Efficient {LLM} Scaling",
    author = "Ding, Ning  and
      Liu, Fangcheng  and
      Kim, Kyungrae  and
      Hao, Linji  and
      Lee, Kyenghun  and
      Ko, Hyeonmok  and
      Tang, Yehui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2661/",
    pages = "60572--60584",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{karnysheva-etal-2026-probing,
    title = "Probing Chemical Language Models: Effects of Pre-training and Fine-tuning",
    author = "Karnysheva, Anna  and
      Klakow, Dietrich  and
      Lee, Ji-Ung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2662/",
    pages = "60585--60627",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sadeghi-etal-2026-cross,
    title = "Cross-Corpus Depression Detection in Semi-Structured Clinical Interviews",
    author = {Sadeghi, Misha  and
      Nguyen, Phuc Truong Loc  and
      Triantafyllopoulos, Andreas  and
      Habibpour, Mahdis  and
      Richer, Robert  and
      Rupp, Lydia Helene  and
      Schindler-Gmelch, Lena  and
      Keinert, Marie  and
      Hager, Malin  and
      Schuller, Bj{\"o}rn  and
      Egger, Bernhard  and
      Berking, Matthias  and
      Eskofier, Bjoern},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2663/",
    pages = "60628--60646",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kulumba-etal-2026-language,
    title = "Language-Switching Triggers Take a Latent Detour Through Language Models",
    author = "Kulumba, Francis  and
      Antoun, Wissam  and
      Lasnier, Th{\'e}o  and
      Sagot, Beno{\^i}t  and
      Seddah, Djam{\'e}",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2664/",
    pages = "60647--60661",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{valer-etal-2026-annotators,
    title = "Annotators of a Feather {FLOCKE} Together: A Framework to Analyze Latent Group Patterns Based on Annotator Behavior",
    author = "Valer, Giovanni  and
      Leonardelli, Elisa  and
      Casula, Camilla  and
      Tonelli, Sara  and
      Lombardi, Michele",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2665/",
    pages = "60662--60676",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-memory,
    title = "Memory Transfer Learning: How Memories are Transferred Across Domains in Coding Agents",
    author = "Kim, Kangsan  and
      Kang, Minki  and
      Kim, Taeil  and
      Yang, Yanlai  and
      Ren, Mengye  and
      Hwang, Sung Ju",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2666/",
    pages = "60677--60697",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{attanasio-etal-2026-ouvia,
    title = "Ouvia: A User-centered Framework for Measuring Usability of Speech Translation in Real-World Communication Scenarios",
    author = "Attanasio, Giuseppe  and
      Savoldi, Beatrice  and
      Chechelnitsky, Daniel  and
      Negri, Matteo  and
      Carpuat, Marine  and
      Sap, Maarten  and
      Martins, Andre",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2667/",
    pages = "60698--60716",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{fan-etal-2026-refocus,
    title = "{REFOCUS}: Training-Free Attention Sparsification via Uniform-Reference Filtering",
    author = "Fan, Fengyuan  and
      Gao, Rena Wei  and
      Jiang, Yanbei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2668/",
    pages = "60717--60730",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{tran-etal-2026-activation,
    title = "Can Activation Steering Capture Multidimensional Authorship Style?",
    author = "Tran, Hieu  and
      Bao, Calvin  and
      Carpuat, Marine",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2669/",
    pages = "60731--60754",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jantsch-etal-2026-layer,
    title = "Layer-wise Target Propagation: Efficient Component Attribution through Target Centric Propagation",
    author = "Jantsch, Lasse M.  and
      Koh, Dong-Jae  and
      Lee, Seonghyeon  and
      Suh, Young-Kyoon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2670/",
    pages = "60755--60784",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{grunenwald-etal-2026-disentangling,
    title = "Disentangling Spurious Correlations: How {IRM} Handles Diverse Shortcuts in Text Classification",
    author = "Grunenwald, Paul  and
      Crabb{\'e}, Benoit  and
      Wisniewski, Guillaume  and
      Lemberger, Pirmin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2671/",
    pages = "60785--60805",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{uz-etal-2026-turcomet,
    title = "{T}ur{COMET}: A Morphologically-Aware Evaluation System for Document-Level {T}urkish-{E}nglish Machine Translation",
    author = {Uz, Atahan  and
      Akda{\u{g}}, H{\"u}seyin Emir  and
      {\"U}sk{\"u}darl{\i}, Susan},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2672/",
    pages = "60806--60826",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{guo-etal-2026-sphere,
    title = "{SPHERE}: Automatic Music Upmixing via Audio Language Model Post-Training with Spatial Heuristics Rewards",
    author = "Guo, Zixun  and
      Murdock, Calvin  and
      Parekh, Sanjeel  and
      Brimijoin, W. Owen  and
      Dixon, Simon  and
      Reiss, Joshua  and
      Ananthabhotla, Ishwarya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2673/",
    pages = "60827--60838",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-simcraft,
    title = "{S}im{CRAFT}: Distilling Remote {S}ensing Agents via Synthetic Trajectories and Contextual Retrieval-Augmented Fine-Tuning",
    author = "Wang, Haoran  and
      Yao, Jing  and
      Yang, Xu  and
      Wang, Zeqing  and
      Zhang, Yang  and
      Ghamisi, Pedram  and
      Chen, Zhengchao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2674/",
    pages = "60839--60853",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{buess-etal-2026-polar,
    title = "{POLAR}: Polarity-Aware and Anatomy-Conditioned Radiology Report Evaluation",
    author = "Buess, Lukas  and
      Nguyen, Tri-Thien  and
      Wang, Xiaoliang  and
      Perez-Toro, Paula Andrea  and
      Arias-Vergara, Tomas  and
      Kainz, Bernhard  and
      Maier, Andreas",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2675/",
    pages = "60854--60872",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{brocai-becker-2026-pair,
    title = "Pair Difficulty Matters: Rethinking Pairwise {LLM}-as-a-Judge Evaluation and Consistency",
    author = "Brocai, Bruno  and
      Becker, Maria",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2676/",
    pages = "60873--60881",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{pantelakis-etal-2026-towards,
    title = "Towards Multidisciplinary Citance Analysis: A Novel Approach for Intent, Polarity, and Semantics Classification",
    author = "Pantelakis, Georgios  and
      Stavropoulos, Petros  and
      Papageorgiou, Haris",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2677/",
    pages = "60882--60907",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-berry,
    title = "Berry-{LR}: Literature Retrieval for Automatic Scientific Survey Generation via Berrypicking Model",
    author = "Wang, Yajiao  and
      Li, Yang  and
      Wang, Xiaotao  and
      Feng, Xun  and
      Liu, Yi  and
      Zhang, Mengting  and
      Lin, Xin  and
      Hu, Maodi  and
      Zhang, Zhixiong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2678/",
    pages = "60908--60930",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zagitov-etal-2026-rethinking,
    title = "Rethinking the Role of Tensor Decompositions in Post-Training {LLM} Compression",
    author = "Zagitov, Artur  and
      Miasnikov, Alexander  and
      Krutikov, Maxim  and
      Tsedenov, Artem  and
      Aletov, Vladimir  and
      Molodtsov, Gleb  and
      Bashirov, Nail  and
      Beznosikov, Aleksandr",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2679/",
    pages = "60931--60953",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zheng-etal-2026-deconstructing,
    title = "Deconstructing Memorization and Generalization: Dual-Level Calibration of Membership Inference Attacks for Large Vision-Language Models",
    author = "Zheng, Xiaofan  and
      Wang, Xinghao  and
      Luo, Minnan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2680/",
    pages = "60954--60969",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{nachesa-etal-2026-face,
    title = "You Have a Face for Radio: Bias in Multimodal Speech Recognition Models",
    author = "Nachesa, Maya K.  and
      Niculae, Vlad  and
      Gautam, Vagrant",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2681/",
    pages = "60970--60981",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yamaguchi-etal-2026-tree,
    title = "Once a Tree, Always a Tree? Cross-lingual Transfer of Hierarchical Generalization in Language Models",
    author = "Yamaguchi, Shin  and
      Taniguchi, Masaya  and
      Kuribayashi, Tatsuki  and
      Watanabe, Taro  and
      Kano, Yoshinobu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2682/",
    pages = "60982--60998",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ma-etal-2026-closing,
    title = "Closing the Verification Loop: Self-Check Captioning for Long-Paragraph Detailed Audio Captioning",
    author = "Ma, Fengji  and
      Rong, Yan  and
      Li, Xu  and
      Zhang, Chen  and
      Wan, Pengfei  and
      Liu, Li",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2683/",
    pages = "60999--61017",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{korner-etal-2026-copy,
    title = "Copy First, Translate Later: Interpreting Translation Dynamics in Multilingual Pretraining",
    author = {K{\"o}rner, Felicia  and
      Matveev, Maria  and
      Eichin, Florian  and
      Kutyniok, Gitta  and
      Plank, Barbara  and
      Hedderich, Michael A.},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2684/",
    pages = "61018--61051",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{bayarsaikhan-etal-2026-copit,
    title = "{C}o{P}i{T}: Cognitive Pivot Translation for Digraphic Low-Resource {M}ongolian in the Traditional Script",
    author = "Bayarsaikhan, Burte  and
      Kim, Serynn  and
      Chang, Buru",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2685/",
    pages = "61052--61073",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{zhang-etal-2026-vcot,
    title = "{VC}o{T}-{SQL}: Enhancing Text-to-{SQL} Generation through Dual Chain-of-Thought Validation Training",
    author = "Zhang, Rui  and
      Su, Yujia  and
      Li, Ruixuan  and
      Li, Yuhua  and
      Su, Yixin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2686/",
    pages = "61074--61097",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lu-zhao-2026-auditing,
    title = "Auditing Intersectional Bias in Clinical {LLM}s: Sparse Autoencoders Reveal Race-{HIV} Stigma Circuits",
    author = "Lu, Chang  and
      Zhao, Yizheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2687/",
    pages = "61098--61133",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{stefan-nisioi-2026-polero,
    title = "{P}ol{ER}o: Studying Political Evasion in {R}omanian",
    author = "Ștefan, Gabriel  and
      Nisioi, Sergiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2688/",
    pages = "61134--61159",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yoshida-etal-2026-signals,
    title = "Signals Are Present, Predictions Fail: Probing Diagram Representations in Large Vision-Language Models",
    author = "Yoshida, Haruto  and
      Kudo, Keito  and
      Aoki, Yoichi  and
      Tanaka, Ryota  and
      Saito, Itsumi  and
      Sakaguchi, Keisuke  and
      Inui, Kentaro",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2689/",
    pages = "61160--61197",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{chen-etal-2026-agentic,
    title = "Agentic Rubrics: Interfacing Agents with Heterogeneous Environments using Executable Rubrics",
    author = "Chen, Shunian  and
      Yu, Rui  and
      Tang, Zhengyang  and
      Du, Yuhao  and
      Xie, Zejian  and
      Zhang, Songxin  and
      Wang, Benyou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2690/",
    pages = "61198--61226",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{yang-etal-2026-rescode,
    title = "{R}es{C}ode: Accurate Expert Compression of Sparse {M}o{E} Models via Residual-code Restoration",
    author = "Yang, Hyunwoo  and
      Kim, Minjun  and
      Kang, U",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2691/",
    pages = "61227--61245",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{ljapunov-etal-2026-deriving,
    title = "Deriving Necessary Validity Requirements for Evaluating the Consistency of {LLM} Responses",
    author = "Ljapunov, Alexander  and
      Kiehne, Niklas  and
      Balke, Wolf-Tilo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2692/",
    pages = "61246--61266",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{oketch-etal-2026-cla,
    title = "{T}-{CLA}: Taxonomy of Cultural-Linguistic Artifacts for Modeling Misalignment in {NLP}",
    author = "Oketch, Kezia  and
      Lalor, John P.  and
      Zhang, Denghui  and
      Abbasi, Ahmed",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2693/",
    pages = "61267--61284",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{wang-etal-2026-beyond-policy,
    title = "Beyond Policy Optimization: A Data Curation Flywheel for Sparse-Reward Long-Horizon Planning",
    author = "Wang, Yutong  and
      Ji, Ryan  and
      Li, Kaixin  and
      Bi, Baolong  and
      Feng, Tao  and
      Sartoretti, Guillaume Adrien",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2694/",
    pages = "61285--61301",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{singh-etal-2026-splade,
    title = "{SPLADE}-{COVER}: Coverage-Aware Representations for Learned Sparse Retrieval",
    author = "Singh, Siddharth AK  and
      Yang, Eugene  and
      Lawrie, Dawn  and
      Adriaanse, Trevor  and
      Yates, Andrew",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2695/",
    pages = "61302--61312",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{lin-etal-2026-adasearch,
    title = "{A}da{S}earch: Balancing Parametric Knowledge and Search in Large Language Models via Reinforcement Learning",
    author = "Lin, Tzu-Han  and
      Chen, Wei-Lin  and
      Li, Chen-An  and
      Lee, Hung-yi  and
      Chen, Yun-Nung  and
      Meng, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2696/",
    pages = "61313--61340",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{miah-etal-2026-trace,
    title = "{TRACE}: Trajectory Aware Reasoning for Multi-Turn Adversarial Conversation Evaluation.",
    author = "Miah, Md Messal Monem  and
      Anika, Adrita  and
      Yu, Zhiyuan  and
      Huang, Ruihong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2697/",
    pages = "61341--61371",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{jang-etal-2026-hidden,
    title = "Hidden in Plain Sight: The Overlooked Significance of Canonical Elements for Extreme {LLM} Sparsity",
    author = "Jang, Hyeondo  and
      Lee, Kwanhee  and
      Lee, Dongyeop  and
      Lee, Namhoon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2698/",
    pages = "61372--61394",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{hicke-tomlinson-2026-adopt,
    title = "Adopt $\neq$ Adapt: Longitudinal Analyses of {LLM} Conversations in the Wild",
    author = "Hicke, Rebecca M. M.  and
      Tomlinson, Kiran",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2699/",
    pages = "61395--61421",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{sheikh-ali-etal-2026-menaspeechbank,
    title = "{MENAS}peech{B}ank: A Reference Voice Bank with Persona-Conditioned Multi-Turn Conversations for {S}peech{LLM}s",
    author = "Sheikh Ali, Zien  and
      Hassan Bhatti, Hunzalah  and
      Nandi, Rabindra Nath  and
      Chowdhury, Shammur Absar  and
      Alam, Firoj",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2700/",
    pages = "61422--61444",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{freisinger-etal-2026-reusing,
    title = "Reusing Latent Speech Representations for Query-Conditioned Topic Localization in Transcripts",
    author = "Freisinger, Steffen  and
      Seeberger, Philipp  and
      Ranzenberger, Thomas  and
      Bocklet, Tobias  and
      Riedhammer, Korbinian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2701/",
    pages = "61445--61458",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{park-etal-2026-persistent,
    title = "Persistent Teacher Anchoring for Tool-Using Agents",
    author = "Park, Hyun Bin  and
      Song, Kyungho  and
      Lee, Sangmin  and
      Chang, Du-Seong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2702/",
    pages = "61459--61474",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{kim-etal-2026-igg,
    title = "{IGG}: A Benchmark for Interactive {GUI} Grounding under Visibility Constraints",
    author = "Kim, Kyeong Seon  and
      Son, Jiyeon  and
      Oh, Tae-Hyun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2703/",
    pages = "61475--61498",
    ISBN = "979-8-89176-459-0"
}
@inproceedings{mukhopadhyay-etal-2026-rubicon,
    title = "{RUBICON}: Do Language Models Know When They{'}ve Crossed the Point of No Return?",
    author = "Mukhopadhyay, Srija  and
      Qidwai, Adnan  and
      Sen, Jaydeep  and
      Shrivastava, Manish",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.emnlp-main.2704/",
    pages = "61499--61530",
    ISBN = "979-8-89176-459-0"
}