@proceedings{findings-2026-emnlp,
    title = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    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.findings-emnlp.0/",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{agarwal-etal-2026-rising,
    title = "A Rising Tide Lifts All Boats: {MTQE} Rewards for Idioms Improve General Translation Quality",
    author = {Agarwal, Ishika  and
      He, Zhenlin  and
      Patil, Dhruva  and
      Hakkani-T{\"u}r, Dilek},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1/",
    pages = "1--12",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{song-etal-2026-gi,
    title = "{GI}-{MIA}: Group-Invariant Membership Inference Attacks Against Large Language Models",
    author = "Song, Zichen  and
      Ali, Farman  and
      Abuhmed, Tamer",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2/",
    pages = "13--28",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{leng-etal-2026-groupdpo,
    title = "{G}roup{DPO}: Memory-Efficient Group-Wise Direct Preference Optimization",
    author = "Leng, Jixuan  and
      Si, Si  and
      Yu, Hsiang-Fu  and
      Raman, Vinod  and
      Dhillon, Inderjit S",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.3/",
    pages = "29--51",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{galica-etal-2026-register,
    title = "Register-based data selection for multilingual {LLM}s",
    author = "Galica, Tomasz  and
      Myntti, Amanda  and
      Henriksson, Erik  and
      Vitiugin, Fedor  and
      Pyysalo, Sampo  and
      Laippala, Veronika",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.4/",
    pages = "52--67",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-untangling,
    title = "Untangling Input Language from Reasoning Language: A Diagnostic Framework for Cross-Lingual Moral Alignment in {LLM}s",
    author = "Li, Nan  and
      Kang, Bo  and
      De Bie, Tijl",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.5/",
    pages = "68--94",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{batorski-etal-2026-prl,
    title = "{PRL}: Prompts from Reinforcement Learning",
    author = "Batorski, Pawe{\l}  and
      Kosmala, Adrian  and
      Swoboda, Paul",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.6/",
    pages = "95--114",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jang-etal-2026-reasoning,
    title = "Reasoning Model is Stubborn: Diagnosing and Mitigating Reasoning Rigidity in Large Language Models",
    author = "Jang, Doohyuk  and
      Kim, Yoonjeon  and
      Park, Chanjae  and
      Ryu, Hyun  and
      Yang, Eunho",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.7/",
    pages = "115--146",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-answer,
    title = "Answer Bubbles: Information Exposure in {AI}-Mediated Search",
    author = "Huang, Michelle  and
      Goyal, Agam  and
      Saha, Koustuv  and
      Chandrasekharan, Eshwar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.8/",
    pages = "147--162",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fried-2026-symbolic,
    title = "When Symbolic Analyses Mislead: Resolution Sensitivity in Neural Language Representations",
    author = "Fried, Matthew",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.9/",
    pages = "163--172",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ryu-etal-2026-reviewscore,
    title = "{R}eview{S}core: Misinformed Peer Review Detection with Large Language Models",
    author = "Ryu, Hyun  and
      Jang, Doohyuk  and
      Lee, Hyemin S.  and
      Jeong, Joonhyun  and
      Kim, Gyeongman  and
      Cho, Donghyeon  and
      Chu, Gyouk  and
      Hwang, Minyeong  and
      Jang, Hyeongwon  and
      Kim, Changhun  and
      Kim, Haechan  and
      Kim, Jina  and
      Kim, Joowon  and
      Kim, Yoonjeon  and
      Lee, Kwanhyung  and
      Park, Chanjae  and
      Yun, Heecheol  and
      Betz, Gregor  and
      Yang, Eunho",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.10/",
    pages = "173--208",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{pan-etal-2026-two,
    title = "Two-Sided State-Space Models for Sequential Recommendation with Non-Random Multimodal Review Feedback",
    author = "Pan, Ziwen  and
      Liang, Zihan  and
      Xiong, Ruoxuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.11/",
    pages = "209--242",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{warren-etal-2026-identity,
    title = "Identity-Based Description Bias in {AI}-Generated Alternative Text",
    author = "Warren, Jane  and
      Patel, Utsav  and
      Weiss, Gary M.  and
      Zhao, Yijun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.12/",
    pages = "243--258",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-challenge-identifying,
    title = "The Challenge of Identifying the Origin of Black-Box Large Language Models",
    author = "Yang, Ziqing  and
      Wu, Yixin  and
      Shen, Yun  and
      Dai, Wei  and
      Backes, Michael  and
      Zhang, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.13/",
    pages = "259--277",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{miralles-gonzalez-etal-2026-one,
    title = "One-shot Style Transfer {LLM} log-probabilities for Authorship Attribution and Verification",
    author = "Miralles-Gonz{\'a}lez, Pablo  and
      Huertas-Tato, Javier  and
      Mart{\'i}n, Alejandro  and
      Camacho, David",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.14/",
    pages = "278--297",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{edwards-schuster-2026-ask,
    title = "Ask or Assume? Uncertainty-Aware Clarification-Seeking in Coding Agents",
    author = "Edwards, Nicholas  and
      Schuster, Sebastian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.15/",
    pages = "298--316",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{choi-etal-2026-memory,
    title = "Memory{--}Environment Dual-Grounding for Embodied Agents: Active Information Seeking Beyond Passive Observation",
    author = "Choi, Jae-Woo  and
      Oh, Sehoon  and
      Kim, Ue-Hwan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.16/",
    pages = "317--338",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{choi-etal-2026-robust,
    title = "Robust Multimodal Sentiment Analysis with Incomplete Modalities via Semantic-aware Completeness based Reconstruction",
    author = "Choi, Han-Jun  and
      Joe, Byunggill  and
      Shin, Saim  and
      Jang, Jin Yea",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.17/",
    pages = "339--354",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-learning-compositional,
    title = "Learning Compositional Spatio-Temporal Video Grounding with Synthetic Curriculum",
    author = "Wang, Xingjian  and
      Wang, Shijian  and
      Wang, Yibo  and
      Yu, Zihao  and
      Fu, Runhao  and
      Cheng, Xuelian  and
      Ge, Zongyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.18/",
    pages = "355--370",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fu-etal-2026-tsrl,
    title = "{TSRL}: Trigger-based Supervised Reinforcement Learning for Continual Agent Training",
    author = "Fu, Yuqian  and
      Jiang, Kaiwen  and
      Song, Zijun  and
      Wang, Jiawei  and
      Zhu, Yuanheng  and
      Zhao, Dongbin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.19/",
    pages = "371--390",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nguyen-etal-2026-simxai,
    title = "{S}im{XAI}: A Simple Drop-in Layer Increases Interaction Quality and Understanding in Conversational {XAI}",
    author = {Nguyen, Van Bach  and
      Wang, Qianli  and
      Feldhus, Nils  and
      Schl{\"o}tterer, J{\"o}rg  and
      Seifert, Christin},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.20/",
    pages = "391--408",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{calbucura-etal-2026-simple,
    title = "A Simple Method to Enhance Pre-trained Language Models with Speech Tokens for Classification",
    author = "Calbucura, Nicol{\'a}s  and
      Guillen, Jos{\'e}  and
      Barriere, Valentin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.21/",
    pages = "409--418",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{alipanah-etal-2026-synthetic,
    title = "A Synthetic Request-Reply Email Corpus Annotated with Document-Level Politeness and Sentence-Level Face Acts",
    author = "Alipanah, Roshad  and
      Barriere, Valentin  and
      Baier, Jorge A.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.22/",
    pages = "419--428",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tan-etal-2026-fact,
    title = "Fact-Checking the Jailbreak: A Claim-Level Framework for Structured Misinformation Assessment",
    author = "Tan, Jia Yee  and
      Fu, Rong  and
      Liu, Yongtai  and
      Hu, Kaiyi  and
      Fong, Simon James",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.23/",
    pages = "429--448",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{song-etal-2026-cross-domain,
    title = "Cross-Domain, Multi-Task Data-to-Text Generation without In-Domain Training Data",
    author = "Song, Yifei  and
      Efimov-Zhang, Kun  and
      Gardent, Claire",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.24/",
    pages = "449--498",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-park-2026-faithful,
    title = "Faithful yet Collusive: Why Chain-of-Thought Monitoring Cannot Detect Collusion in {LLM} Pricing Agents under Oligopolistic Competition",
    author = "Lee, Dohun  and
      Park, Hyunwoo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.25/",
    pages = "499--518",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{vaquet-etal-2026-probing,
    title = "A Probing-Based Explanation of the Effect of Existential Presuppositions on Hallucinations in Large Language Models",
    author = {Vaquet, Jonas  and
      P{\"u}tz, Ole  and
      Paassen, Benjamin},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.26/",
    pages = "519--535",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{rahman-etal-2026-training,
    title = "Training Therapeutic Judges and Multi-Agent Systems for Human-Aligned Mental Health Support",
    author = "Rahman, Mizanur  and
      Badawi, Abeer  and
      Rahimi, Elahe  and
      Seyyed-Kalantari, Laleh  and
      Rudzicz, Frank  and
      Prince, Enamul Hoque  and
      Dolatabadi, Elham",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.27/",
    pages = "536--555",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tan-etal-2026-end,
    title = "End-to-End On-Device Quantization-Aware Training for {LLM}s at Inference Cost",
    author = "Tan, Qitao  and
      Song, Xiaoying  and
      Cheng, Ningxi  and
      Li, Guoming  and
      Liu, Jun  and
      Hong, Lingzi  and
      Ding, Caiwen  and
      Li, Jundong  and
      Zhai, Xiaoming  and
      Huang, Shaoyi  and
      Lu, Jin  and
      Liu, Ninghao  and
      Niu, Wei  and
      Yuan, Geng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.28/",
    pages = "556--577",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hayat-etal-2026-le,
    title = "{LE}-Viz: Complementing Text Serialization with Visual Encoding of Structured Temporal Data for Cross-Distribution Generalization",
    author = "Hayat, Ahatsham  and
      Khan, Bilal  and
      Hasan, Mohammad Rashedul",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.29/",
    pages = "578--599",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-2026-egocentric,
    title = "Egocentric Spatial Reference Resolution under {ASR} Noise in Traditional {C}hinese Conversational Navigation",
    author = "Huang, Yu-Ti",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.30/",
    pages = "600--614",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-talk,
    title = "{T}a{LK}: Text-attributed Graph Dataset Distillation via Coupling Language Model with Graph-Aware Kernel",
    author = "Kim, Yeongho  and
      Choi, Yeonje  and
      Shin, Kijung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.31/",
    pages = "615--629",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zubiaga-etal-2026-towards,
    title = "Towards Reliable Multilingual Judge Models: An Empirical Study",
    author = "Zubiaga, Irune  and
      Soroa, Aitor  and
      Agerri, Rodrigo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.32/",
    pages = "630--644",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{maiti-etal-2026-souper,
    title = "Souper-Model: How Simple Arithmetic Unlocks State-of-the-Art {LLM} Performance",
    author = "Maiti, Shalini  and
      Budhiraja, Amar  and
      Gauri, Bhavul  and
      Chaurasia, Gaurav  and
      Protopopov, Anton  and
      Audran-Reiss, Alexis  and
      Slater, Michael  and
      Magka, Despoina  and
      Shavrina, Tatiana  and
      Raileanu, Roberta  and
      Bachrach, Yoram",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.33/",
    pages = "645--666",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hamilton-etal-2026-corporatebench,
    title = "{C}orporate{B}ench: Large-Scale {Q}{\&}{A} Benchmarking with Temporal Knowledge Bases",
    author = "Hamilton, Sil  and
      Sun, Albert  and
      Romero, Oscar J.  and
      Henneking, Carl-Leander  and
      Mimno, David  and
      Yang, Bishan  and
      Labutov, Igor",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.34/",
    pages = "667--701",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-vocal,
    title = "When Vocal Tone and Literal Meaning Diverge: An Acoustic{--}Semantic Incongruity Study for Large Audio{--}Language Models",
    author = "Chen, Yu-Wen  and
      Ho, William  and
      Topaz, Maxim  and
      Kostic, Zoran  and
      Hirschberg, Julia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.35/",
    pages = "702--717",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liang-etal-2026-orbit,
    title = "{ORBIT}: On-policy Exploration-Exploitation for Controllable Multi-Budget Reasoning",
    author = "Liang, Kun  and
      Bai, Clive  and
      Xu, Xin  and
      Tang, Chenming  and
      Lee, Sanwoo  and
      Liu, Weijie  and
      Yang, Saiyong  and
      Wu, Yunfang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.36/",
    pages = "718--733",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{su-etal-2026-comfysearch,
    title = "{C}omfy{S}earch: Autonomous Exploration and Reasoning for {C}omfy{UI} Workflows",
    author = "Su, Jinwei  and
      Lan, Qizhen  and
      Wang, Zeyu  and
      Xia, Yinghui  and
      Wen, Hairu  and
      Duan, Yiqun  and
      Xiao, Xi  and
      Jingsong, Yang  and
      He, Lewei  and
      Shi, Tianyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.37/",
    pages = "734--748",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-iflip,
    title = "i{F}lip: Iterative Feedback-driven Counterfactual Example",
    author = "Wang, Yilong  and
      Wang, Qianli  and
      Feldhus, Nils",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.38/",
    pages = "749--779",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-large-language,
    title = "Can Large Language Models Still Explain Themselves? Investigating the Impact of Quantization on Self-Explanations",
    author = {Wang, Qianli  and
      Feldhus, Nils  and
      Atanasova, Pepa  and
      Splitt, Fedor  and
      Ostermann, Simon  and
      M{\"o}ller, Sebastian  and
      Schmitt, Vera},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.39/",
    pages = "780--809",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-semantic,
    title = "Semantic Retrieval Speculative Decoding with Intermediate Representations",
    author = "Zhao, Fangming  and
      Yue, Xiaofei  and
      Ye, Fulun  and
      Peng, Yu  and
      Zhao, Ziming  and
      Jin, Lewei  and
      Wu, Wei  and
      Chen, Tianxiang  and
      Li, Tingting  and
      Yin, Jianwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.40/",
    pages = "810--824",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lior-etal-2026-comparing,
    title = "Comparing the Framing Effect in Humans and {LLM}s on Naturally Occurring Texts",
    author = "Lior, Gili  and
      Naccache, Liron  and
      Stanovsky, Gabriel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.41/",
    pages = "825--841",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{geng-etal-2026-m4fc,
    title = "{M}4{FC}: a Multimodal, Multilingual, Multicultural, Multitask Real-World Fact-Checking Dataset",
    author = "Geng, Jiahui  and
      Tonglet, Jonathan  and
      Gurevych, Iryna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.42/",
    pages = "842--867",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{simon-ewetz-2026-beyond,
    title = "Beyond Single Edits: Rethinking Knowledge Editing Evaluation with Multi-Edit Entities and Undirected Probing",
    author = "Simon, Dominic  and
      Ewetz, Rickard",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.43/",
    pages = "868--888",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{song-etal-2026-card,
    title = "{CARD}: Cluster-level Adaptation with Reward-guided Decoding for Personalized Text Generation",
    author = "Song, Yutong  and
      Wu, Jiang  and
      Zhang, Weijia  and
      Shen, Chengze  and
      Yuan, Shaofan  and
      Lu, Weitao  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.44/",
    pages = "889--908",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-dysd,
    title = "{D}y{SD}: Dynamic Speculative Decoding for Evolving {LLM}s under Rapid Distributional Shifts",
    author = "Liu, Xinglin  and
      Qu, Bohao  and
      Li, Chenyu  and
      Wang, Yongjie  and
      Guo, Qing  and
      Wang, Ying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.45/",
    pages = "909--924",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhu-etal-2026-dial,
    title = "{DIAL}: Direct Iterative Adversarial Learning for Realistic Multi-Turn Dialogue Simulation",
    author = "Zhu, Ziyi  and
      Tieleman, Olivier  and
      Stamatis, Caitlin A.  and
      Smyth, Luka  and
      Hull, Thomas D.  and
      Cahn, Daniel Reid  and
      Chen, Jinghong  and
      Malgaroli, Matteo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.46/",
    pages = "925--942",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-localize,
    title = "Localize-Then-Decide Guarantees for {LLM} Judgments",
    author = "Li, Xinyu  and
      Zhou, Yi  and
      Cao, Guanqun  and
      FU, Zeyu  and
      Huang, Tianjin  and
      Jin, Gaojie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.47/",
    pages = "943--965",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{renhang-etal-2026-jam,
    title = "{JAM}: A Tiny Flow-based Song Generator with Fine-grained Controllability and Aesthetic Alignment",
    author = "Renhang, Liu  and
      Hung, Chia-Yu  and
      Majumder, Navonil  and
      Herremans, Dorien  and
      Poria, Soujanya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.48/",
    pages = "966--981",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-etal-2026-give,
    title = "``Give a Positive Review Only'': An Early Investigation Into In-Paper Prompt Injection Attacks and Defenses for {AI} Reviewers",
    author = "Zhou, Qin  and
      Zhang, Zhexin  and
      Zhi, Li  and
      Sun, Limin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.49/",
    pages = "982--997",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cao-etal-2026-reservegate,
    title = "{R}eserve{G}ate: Reserve-Aware Evidence Scheduling for Long-Horizon Language Agents",
    author = "Cao, Shuang  and
      Li, Rui  and
      Liu, Louise Ruihua  and
      Duprey, Alexandre",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.50/",
    pages = "998--1017",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cao-etal-2026-traceweaver,
    title = "{T}race{W}eaver: Language-Conditioned Action Selection for Web Agents via Coupled Rollouts and Episodic Memory",
    author = "Cao, Shuang  and
      Li, Rui  and
      Liu, Louise Ruihua  and
      Duprey, Alexandre",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.51/",
    pages = "1018--1035",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xiong-etal-2026-adaptive,
    title = "Adaptive Information Control for Search-Augmented {LLM} Reasoning",
    author = "Xiong, Siheng  and
      Gungordu, Oguzhan  and
      Johnson, Blair  and
      Kerce, James Clayton  and
      Fekri, Faramarz",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.52/",
    pages = "1036--1078",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-enhancing,
    title = "Enhancing Situated Cultural Reasoning in Large Language Models via Simulation Learning",
    author = "Zhang, Jinghao  and
      Chen, Shisong  and
      Jiang, Sihang  and
      Xiao, Yanghua  and
      Feng, Hongwei  and
      Liang, Jiaqing  and
      HE, Minggui  and
      Tao, Shimin  and
      Mahongxia  and
      Liu, Yilun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.53/",
    pages = "1079--1101",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{an-etal-2026-fresco,
    title = "{FRESCO}: Benchmarking and Optimizing Re-rankers for Evolving Semantic Conflict in Retrieval-Augmented Generation",
    author = "An, Sohyun  and
      Lee, Hayeon  and
      Yuan, Shuibenyang  and
      Chen, Chun-cheng Jason  and
      Hsieh, Cho-Jui  and
      Mohan, Vijai  and
      Min, Alexander",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.54/",
    pages = "1102--1124",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-reasoning-beyond,
    title = "Reasoning Beyond Language: A Comprehensive Survey on Latent Chain-of-Thought Reasoning",
    author = "Chen, Xinghao  and
      Zhao, Anhao  and
      Xia, Heming  and
      Lu, Xuan  and
      Wang, Hanlin  and
      Chen, Yanjun  and
      Zhang, Wei  and
      Wang, Jian  and
      Li, Wenjie  and
      Shen, Xiaoyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.55/",
    pages = "1125--1143",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-cwm,
    title = "{CWM}: Controllable White-Box Meta-Prompting for Adaptive Retrieval-Augmented Generation and Reasoning Ability",
    author = "Kim, Keuntae  and
      Jeong, Eunhye  and
      Choi, Yong Suk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.56/",
    pages = "1144--1168",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{guo-etal-2026-diffpde,
    title = "{D}iff{PDE}: Masked Diffusion Language Models as {PDE} Solver",
    author = "Guo, Wenxuan  and
      Hong, Yuyang  and
      Fan, Lubin  and
      Fu, Zhaojin  and
      Chen, Lin  and
      Ding, Kun  and
      Xiang, Shiming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.57/",
    pages = "1169--1186",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-prompting-prompt,
    title = "Prompting to Prompt: Meta-Template Learning for Transferable Prompt Optimization",
    author = "Zhang, Xinyu  and
      Li, Deyang  and
      Zhao, Minjun  and
      Han, Meng  and
      Shi, Ruifeng  and
      Dou, Zhicheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.58/",
    pages = "1187--1208",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xue-etal-2026-radar,
    title = "{RADAR}: Reasoning as Discrimination with Aligned Representations for {LLM}-based Knowledge Graph Reasoning",
    author = "Xue, Bo  and
      Jin, Yuan  and
      Fu, Luoyi  and
      Ding, Jiaxin  and
      Wang, Xinbing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.59/",
    pages = "1209--1223",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{thomas-etal-2026-image,
    title = "Image-Informed Post-{OCR} Correction with Vision-Language Models",
    author = "Thomas, Alan  and
      Liu, Xianyuan  and
      Lu, Haiping  and
      Gaizauskas, Robert J.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.60/",
    pages = "1224--1237",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ji-etal-2026-convergewriter,
    title = "{C}onverge{W}riter: Data-Driven Bottom-Up Article Construction",
    author = "Ji, Binquan  and
      Wang, Jiaqi  and
      Li, Ruiting  and
      Han, Xingchen  and
      Luo, Haibo  and
      Qi, Yiyang  and
      Wang, Shichao  and
      Lu, Yifei  and
      Han, Yuantao  and
      Ren, Feiliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.61/",
    pages = "1238--1256",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qian-etal-2026-adape,
    title = "{A}da{PE}: Adaptive Editing Strength for Batch Knowledge Editing in Large Language Models",
    author = "Qian, Jinjin  and
      Mi, Yunqi  and
      Song, Zeyu  and
      Zhao, Guoshuai  and
      Qian, Xueming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.62/",
    pages = "1257--1275",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tan-etal-2026-q,
    title = "{Q}-realign: Piggybacking Realignment on Quantization for Safe and Efficient {LLM} Deployment",
    author = "Tan, Qitao  and
      Song, Xiaoying  and
      Cheng, Ningxi  and
      Liu, Ninghao  and
      Zhai, Xiaoming  and
      Hong, Lingzi  and
      Wang, Yanzhi  and
      Xiang, Zhen  and
      Yuan, Geng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.63/",
    pages = "1276--1291",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-di-2026-systematic,
    title = "On the Systematic Challenges of Culturally Loaded Machine Translation: Dream of the Red Chamber as the Cultural Lens",
    author = "Wang, Yiming  and
      Di, Jiayuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.64/",
    pages = "1292--1314",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-towards-anticipatory,
    title = "Towards Anticipatory Agents for Streaming Video Understanding",
    author = "Yang, Haolin  and
      Tang, Feilong  and
      Zhao, Lingxiao  and
      Zhuang, Xinlin  and
      Lu, Yifan  and
      An, Xiang  and
      Hu, Ming  and
      Zhang, Xiaofeng  and
      Swikir, Abdalla  and
      He, Junjun  and
      Ge, Zongyuan  and
      Khan, Muhammad Haris  and
      Razzak, Imran",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.65/",
    pages = "1315--1332",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liang-etal-2026-harm,
    title = "From Harm to Help: Turning Reasoning In-Context Demos into Assets for Reasoning {LM}s",
    author = "Liang, Weida  and
      Fu, Zihang  and
      Wang, Haonan  and
      Nie, Zheng  and
      Zhang, Yifan  and
      Tong, Yao  and
      Zhu, Tongyao  and
      Jiang, Hao  and
      Li, Chuang  and
      Wu, Jiaying  and
      Kawaguchi, Kenji",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.66/",
    pages = "1333--1355",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dymkiewicz-etal-2026-donors,
    title = "Donors and Recipients: On Asymmetric Transfer Across Tasks and Languages with Parameter-Efficient Fine-Tuning",
    author = "Dymkiewicz, Kajetan  and
      Vuli{\'c}, Ivan  and
      Yannakoudakis, Helen  and
      Shapira, Eilam  and
      Reichart, Roi  and
      Korhonen, Anna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.67/",
    pages = "1356--1373",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lin-etal-2026-sdgbiasbench,
    title = "{SDGB}ias{B}ench: Benchmarking and Mitigating Vision{--}Language Models' Biases in Sustainable Development Goals",
    author = "Lin, Zihang  and
      Qin, Huaiyuan  and
      Yang, Muli  and
      Zhu, Hongyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.68/",
    pages = "1374--1394",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mahzoon-etal-2026-learning,
    title = "Learning to Extract Physician-Determined Diagnosis from Clinical Narratives Using Dual Noisy Labels",
    author = "Mahzoon, Vahid  and
      Talebianaraki, Elmira  and
      Ojeniyi, Solabomi  and
      Efferen, Tobin  and
      Koul, Sheetal  and
      Vucetic, Zivjena  and
      Gillespie, Avrum  and
      Vucetic, Slobodan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.69/",
    pages = "1395--1411",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chang-etal-2026-guardrailagent,
    title = "{G}uardrail{A}gent: An Agentic Framework for Jailbreak Defense",
    author = "Chang, Tianze  and
      Chu, Junjie  and
      Wu, Yixin  and
      Backes, Michael  and
      Zhang, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.70/",
    pages = "1412--1428",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huh-etal-2026-pace,
    title = "{PACE}-{RAG}: Patient-Aware Contextual and Evidence-Constrained {RAG} for Clinical Drug Recommendation",
    author = "Huh, Chaeyoung  and
      Hwang, Hyunmin  and
      Shin, Jung Hwan  and
      Jo, Sungyang  and
      Park, Jinse  and
      Ye, Jong Chul",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.71/",
    pages = "1429--1462",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-looking,
    title = "Looking Closer When Unsure: {VIGOR}, A Training-Free Framework for Mitigating Object Hallucination in Multimodal Large Language Models",
    author = "Li, Jiaxin  and
      Chen, Yixiang  and
      Lai, Lefan  and
      Zhao, Geng  and
      Long, Xiaohan  and
      Hu, Xuming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.72/",
    pages = "1463--1484",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ye-etal-2026-listening,
    title = "Listening to the Echo: User-Reaction Aware Policy Optimization via Scalar-Verbal Hybrid Reinforcement Learning",
    author = "Ye, Jing  and
      Zhao, Xinpei  and
      Xiang, Lu  and
      Zhang, Yaping  and
      Zong, Chengqing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.73/",
    pages = "1485--1515",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-kfs,
    title = "{KFS}-{RAG}: Mitigating Database Leakage in {RAG} Systems with Keyword-Grounded Fact Substitution",
    author = "Zhang, ZiLiang  and
      Zhu, Yubo  and
      Tong, Wei  and
      Hua, Jingyu  and
      Wang, Zijian  and
      Zhang, Yuan  and
      Zhong, Sheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.74/",
    pages = "1516--1532",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-reward,
    title = "Reward-guided Meta-Prompt Evolving with Reflection for {LLM} Jailbreaking",
    author = "Yu, Caiyang  and
      Ju, Wei  and
      Liu, Yun  and
      Long, Qingqing  and
      Yi, Siyu  and
      Wang, Yifan  and
      Luo, Junyu  and
      Qiao, Ziyue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.75/",
    pages = "1533--1551",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yan-etal-2026-specification,
    title = "When the Specification Emerges: Benchmarking Faithfulness Loss in Long-Horizon Coding Agents",
    author = "Yan, Lu  and
      Chen, Xuan  and
      Zhang, Xiangyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.76/",
    pages = "1552--1571",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-decision,
    title = "Decision-aware User Simulation Agent for Evaluating Conversational Recommender Systems",
    author = "Li, Yuan-Chi  and
      Chen, Li-Chi  and
      Wu, Sung-Yi  and
      Tsai, Yu-Che  and
      Lin, Shou-De",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.77/",
    pages = "1572--1592",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{so-etal-2026-grip,
    title = "{GRIP}: Granular Reward-Guided Parameter Interpolation for Efficient Reasoning",
    author = "So, Lam  and
      Wu, Canhui  and
      Lin, Han",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.78/",
    pages = "1593--1605",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{corso-etal-2026-androids,
    title = "Do Androids Dream of Unseen Puppeteers? Probing for Conspiratorial Tendencies in Large Language Models",
    author = "Corso, Francesco  and
      Pierri, Francesco  and
      De Francisci Morales, Gianmarco",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.79/",
    pages = "1606--1620",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-ye-2026-adaptive,
    title = "Adaptive Guidance for Retrieval-Augmented Masked Diffusion Models",
    author = "Kim, Jaemin  and
      Ye, Jong Chul",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.80/",
    pages = "1621--1636",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-psy,
    title = "{PSY}-{STEP}: From Surface Problems to Underlying Beliefs through Structured Therapeutic Targets and Action Sequences",
    author = "Lee, Jihyun  and
      Min, Yejin  and
      Jeon, Yejin  and
      Yang, Sungjun  and
      Kim, Hyounghun  and
      Lee, Gary",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.81/",
    pages = "1637--1675",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{guo-etal-2026-benchmarking,
    title = "Benchmarking Explainable Vulnerability Detection with Calling Contexts",
    author = "Guo, Jinyao  and
      Ye, Yaoyang  and
      Guo, Zhihao  and
      Zheng, Mingwei  and
      Zhang, Tiantai  and
      Liu, Xuwei  and
      Jin, Xiaolong  and
      Liu, Congyu  and
      Xu, Xiangzhe  and
      Su, Zian  and
      Song, Ziyun  and
      Xuan, Zhou  and
      Cheng, Xiao  and
      Wang, Chengpeng  and
      Zhang, Xiangyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.82/",
    pages = "1676--1694",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ling-etal-2026-seeing,
    title = "Seeing vs. Believing: Evaluating Open-Source {MLLM}s in Counter-Intuitive Scenes",
    author = "Ling, Chen  and
      Zhang, Tongwei  and
      Li, Hanqian  and
      Ding, Nai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.83/",
    pages = "1695--1712",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fu-si-2026-maam,
    title = "{MAAM}: Anchor-Preserving Compression and Contextual Calibration for {C}hinese Discriminatory Language Detection",
    author = "Fu, YuXin  and
      Si, Shijing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.84/",
    pages = "1713--1733",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lai-etal-2026-aligndiff,
    title = "{A}lign{D}iff: Exploiting Model-Intrinsic Information for Better Preference Data Selection",
    author = "Lai, Peng  and
      Zhu, He  and
      Ruan, Zhiwen  and
      Zhang, Dongdong  and
      Chen, Yun  and
      Li, Peng  and
      Wei, Furu  and
      Liu, Yang  and
      Chen, Guanhua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.85/",
    pages = "1734--1755",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-personalization,
    title = "Personalization Double Binds: When User Preferences Meet Demographic Patterns in Chatbot Behavior",
    author = "Wang, Angelina  and
      Beeghly, Erin  and
      Koyejo, Sanmi  and
      Ho, Daniel E.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.86/",
    pages = "1756--1786",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-zhang-2026-id,
    title = "{ID}-Align: {R}o{PE}-Conscious Position Remapping for Dynamic High-Resolution Adaptation in Vision-Language Models",
    author = "Li, Bozhou  and
      Zhang, Wentao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.87/",
    pages = "1787--1804",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{senger-etal-2026-high,
    title = "High Scores, Hidden Failures: Evaluating Codebook-Based {LLM} Content Analysis",
    author = "Senger, Elena  and
      Campbell, Yuri  and
      Van Der Goot, Rob  and
      Plank, Barbara",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.88/",
    pages = "1805--1820",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mitra-agrawal-2026-choosing,
    title = "Choosing the Right Language Mode at Inference Time for Multilingual Reliability",
    author = "Mitra, Ekata  and
      Agrawal, Ameeta",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.89/",
    pages = "1821--1839",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ye-etal-2026-stable,
    title = "Stable-{MM}-{R}1: Anchoring Multimodal Reasoning Dynamics via Entropy-Guided Stratification",
    author = "Ye, Yimeng  and
      Chen, Shuang  and
      Huang, Wenxuan  and
      Zhang, Manyuan  and
      Feng, Kaituo  and
      Chen, Zhangquan  and
      Chen, Jiayu  and
      Zhou, Yucheng  and
      Xiao, YiCheng  and
      Feng, ZhiYuan  and
      Shi, Tianyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.90/",
    pages = "1840--1853",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{piao-etal-2026-tri,
    title = "Tri-{P}v{P}: Exposing Modality Bias in Omni-Modal Large Language Models through Perceptual-Propositional Evidence Conflicts",
    author = "Piao, Yen-Ting  and
      Chen, Shu-Yun  and
      Chu, Chin-Hui  and
      Chen, Chun-Wei  and
      Kuan, Shih-Yun Shan  and
      Lee, Hung-yi  and
      Chen, Yun-Nung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.91/",
    pages = "1854--1873",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mondal-etal-2026-canvas,
    title = "{CANVAS}: Continuity-Aware Narrative Generation via Visual Agentic Storyboarding",
    author = "Mondal, Ishani  and
      Song, Yiwen  and
      Parmar, Mihir  and
      Goyal, Palash  and
      Boyd-Graber, Jordan  and
      Pfister, Tomas  and
      Song, Yale",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.92/",
    pages = "1874--1915",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{guo-etal-2026-seekg,
    title = "{S}ee{KG}: Multi-modal {LLM}s Understand Knowledge Graphs as Images",
    author = "Guo, Lingbing  and
      Zhang, Yichi  and
      Liu, Yang  and
      Chen, Zhuo  and
      Sun, Zequn",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.93/",
    pages = "1916--1932",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-multi-malls,
    title = "Multi-{MALLS}: A Multilingual Benchmark for Natural Language to First-Order Logic Translation",
    author = "Zhang, Haodi  and
      Wu, Xuefeng  and
      Wen, Jiawei  and
      Wang, Yichi  and
      Zhang, Liang-Jie  and
      Fan, Tao  and
      Song, Yuanfeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.94/",
    pages = "1933--1950",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cruz-etal-2026-multilinguality,
    title = "Multilinguality as Sense Adaptation",
    author = "Cruz, Jan Christian Blaise  and
      Adelani, David Ifeoluwa  and
      Aji, Alham Fikri",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.95/",
    pages = "1951--1967",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lopardo-etal-2026-single,
    title = "No Single Tokenizer Feature Reliably Predicts Downstream Language Model Performance",
    author = "Lopardo, Antonio  and
      Salim, Luis Frentzen  and
      Srivastava, Shikhar  and
      Jiang, Kevin  and
      Sharma, Mridul  and
      Arnett, Catherine",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.96/",
    pages = "1968--2014",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-questions,
    title = "Which Questions Improve Learning the Most? Utility Estimation of Questions with {LM}-based Simulations",
    author = "Lee, Dong-Ho  and
      Cho, Hyundong Justin  and
      May, Jonathan  and
      Pujara, Jay",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.97/",
    pages = "2015--2034",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{rabern-etal-2026-logicskills,
    title = "{L}ogic{S}kills: A Structured Benchmark for Formal Reasoning in Large Language Models",
    author = "Rabern, Brian  and
      Mondorf, Philipp  and
      Plank, Barbara",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.98/",
    pages = "2035--2047",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-culturetalk,
    title = "{C}ulture{T}alk: Towards Multi-turn Cultural Competence in Large Language Models",
    author = "Li, Minzhi  and
      Han, Jiayu  and
      Poliannikov, Oleg  and
      Agarwal, Vipul  and
      Hong, Dezhi  and
      Wang, Mingxian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.99/",
    pages = "2048--2065",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jin-etal-2026-videomem,
    title = "{V}ideo{M}em: Enhancing Ultra-Long Video Understanding via Adaptive Memory Management",
    author = "Jin, Hongbo  and
      Tian, Jingqi  and
      Ding, Jiayu  and
      Zhang, Qiaoman  and
      Zhang, Wenhao  and
      Xie, Siyi  and
      Liu, Yang  and
      Cheng, Sijie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.100/",
    pages = "2066--2081",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shi-cocarascu-2026-end,
    title = "End-to-End Argument Mining with {LLM}s: Representation Insights into Multitask Learning",
    author = "Shi, Zhiqiang  and
      Cocarascu, Oana",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.101/",
    pages = "2082--2098",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shi-cocarascu-2026-topological,
    title = "Topological Ordering for Explicit Global Structural Reasoning in Argument Relation Identification",
    author = "Shi, Zhiqiang  and
      Cocarascu, Oana",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.102/",
    pages = "2099--2112",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-hico,
    title = "{H}i{C}o-{EL}: Encoding Ontology Structure into Bi-Encoder Entity Linking",
    author = "Lee, Albert  and
      Bathala, Prasanth  and
      Malhotra, Puru  and
      Ye, Christophe  and
      Mitchell, Cassie S.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.103/",
    pages = "2113--2123",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nikolaidis-etal-2026-cross,
    title = "Cross-lingual Clustering of News Stories using Embeddings-based Community Detection",
    author = "Nikolaidis, Nikolaos  and
      Kovacikova, Kristina  and
      Androutsopoulos, Ion",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.104/",
    pages = "2124--2146",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wan-etal-2026-beacon,
    title = "{BEACON}: {B}ayesian Optimal Stopping for Efficient {LLM} Sampling",
    author = "Wan, Guangya  and
      Xu, Zixin Stephen  and
      Zorc, Sasa  and
      Baucells, Manel  and
      Hu, Mengxuan  and
      Wang, Hao  and
      Li, Sheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.105/",
    pages = "2147--2172",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dahal-etal-2026-gone,
    title = "{GONE}: Structural Knowledge Unlearning via Neighborhood-Expanded Distribution Shaping",
    author = "Dahal, Chahana  and
      Balasubramaniam, Ashutosh  and
      Xiong, Zuobin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.106/",
    pages = "2173--2193",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chung-etal-2026-multivationbench,
    title = "{M}ultivation{B}ench: A Benchmark for Multimodal Sequential Motivation Reasoning",
    author = "Chung, Kawai  and
      Chan, Chunkit  and
      Yim, Yauwai  and
      Liu, Yuxuan  and
      Shi, Haochen  and
      Wang, Weiqi  and
      Zong, Qing  and
      Zheng, Tianshi  and
      Yixuan, FU  and
      Chung, Wong Kai  and
      Liang, Hao  and
      Gao, Yifan  and
      Yang, Xi  and
      Hsiao, Janet Hui-wen  and
      Song, Yangqiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.107/",
    pages = "2194--2228",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-multi-expert,
    title = "Multi-Expert Routing for Event Graph Completion",
    author = "Zhang, Qing  and
      Cai, Wei  and
      Liang, Chao  and
      Wang, Bang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.108/",
    pages = "2229--2246",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jang-etal-2026-shift,
    title = "{SHIFT}: Semantic Harmonization via Index-side Feature Transformation for Multilingual Information Retrieval",
    author = "Jang, Youngjoon  and
      Hong, Seongtae  and
      Moon, Hyeonseok  and
      Lim, Heuiseok",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.109/",
    pages = "2247--2269",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-uncertainty,
    title = "Uncertainty-o: One Model-agnostic Framework for Unveiling Uncertainty in Large Multimodal Models",
    author = "Zhang, Ruiyang  and
      Zhang, Junhao  and
      Fei, Hao  and
      Zheng, Zhedong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.110/",
    pages = "2270--2285",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-retraining,
    title = "A Retraining-Free Framework for Analyzing Training Order Effects in Large Language Models",
    author = "Yang, Hao  and
      Li, Haoxuan  and
      Yang, Mengyue  and
      Chen, Xu  and
      Gong, Mingming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.111/",
    pages = "2286--2306",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chou-etal-2026-mucoco,
    title = "{M}u{C}o{C}o: Automated Consistency Testing of Code {LLM}s",
    author = "Chou, Chua Jin  and
      Lwin, Khant That  and
      Soremekun, Ezekiel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.112/",
    pages = "2307--2326",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hong-etal-2026-fortifying,
    title = "Fortifying Hallucination Detection Under Distribution Shift in Short-Form {QA}",
    author = "Hong, Ti Tze  and
      Lim, Saffron Salmah Yen  and
      Sap, Maarten",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.113/",
    pages = "2327--2350",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{feng-etal-2026-emorl,
    title = "{E}mo{RL}: Enhancing Emotional Fidelity of Role-Playing Agents via Reinforcement Learning",
    author = "Feng, Qiming  and
      Wang, Xiaolong  and
      Tang, Qianqing  and
      Li, Qingqiu  and
      Zhang, Yuejie  and
      Feng, Rui  and
      Zhang, Tao  and
      Gao, Shang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.114/",
    pages = "2351--2364",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jing-etal-2026-comprehensive,
    title = "A Comprehensive Analysis for Visual Object Hallucination in Large Vision-Language Models",
    author = "Jing, Liqiang  and
      Chen, Hardy  and
      Aghazadeh, Ehsan  and
      Wang, Xin Eric  and
      Du, Xinya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.115/",
    pages = "2365--2378",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-video,
    title = "Can Video Large Multimodal Models Think Like Doubters{---}or Double-Down: A Study on Defeasible Video Entailment",
    author = "Zhang, Yue  and
      Sun, Jilei  and
      Guo, Yunhui  and
      Gogate, Vibhav Giridhar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.116/",
    pages = "2379--2398",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jiang-etal-2026-himed,
    title = "{H}i{M}ed: Incentivizing {H}indi Reasoning in Medical {LLM}s",
    author = "Jiang, Dingfeng  and
      Yan, Han  and
      Ma, Chenze  and
      Jaiswal, Amit Kumar  and
      Li, Ang  and
      Jiang, Yunxiang  and
      Xiong, Xinlei  and
      Liang, Juhao  and
      Xiao, Hongru  and
      Li, Xiang  and
      Bu, Fan  and
      Han, Jiale  and
      Gupta, Ruchir  and
      Tiwari, Prayag  and
      Wang, Benyou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.117/",
    pages = "2399--2428",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-demystifying,
    title = "Demystifying Reinforcement Learning for Long-Horizon Tool-Using Agents: A Comprehensive Recipe",
    author = "Wu, Xixi  and
      Sun, Qianguo  and
      Zhang, Ruiyang  and
      Song, Chao  and
      Wu, Junlong  and
      Qi, Yiyan  and
      Cheng, Hong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.118/",
    pages = "2429--2461",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hoshino-zhang-2026-cascaded,
    title = "Cascaded Batch Prompting",
    author = "Hoshino, Sho  and
      Zhang, Peinan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.119/",
    pages = "2462--2469",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ding-etal-2026-longreasonarena,
    title = "{L}ong{R}eason{A}rena: A Long Reasoning Benchmark for Large Language Models",
    author = "Ding, Jiayu  and
      Ma, Shuming  and
      Cui, Lei  and
      Zheng, Nanning  and
      Wei, Furu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.120/",
    pages = "2470--2485",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{leteno-etal-2026-equitable,
    title = "Equitable Alignment of {LLM}s Across Languages with Regularized Direct Preference Optimization",
    author = "Leteno, Thibaud  and
      Gourru, Antoine  and
      Laclau, Charlotte  and
      Gravier, Christophe",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.121/",
    pages = "2486--2495",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-adaptive-visual,
    title = "Adaptive Visual Token Pruning for Efficient Multi-Image Understanding in Large Visual Language Models",
    author = "Zhang, Rongyang  and
      Lu, Chengqiang  and
      Li, Cong  and
      Gu, Hongchao  and
      Shen, Tingjia  and
      Zhi, Xuyang  and
      Wang, Qimeng  and
      Gao, Yan  and
      Wu, Yi  and
      Hu, Yao  and
      Wang, Hao  and
      Chen, Enhong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.122/",
    pages = "2496--2509",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{rezk-etal-2026-reward,
    title = "The Reward Model Selection Crisis in Personalized Alignment",
    author = "Rezk, Fady  and
      Pan, Yuangang  and
      Foo, Chuan-Sheng  and
      Xu, Xun  and
      Chen, Nancy F.  and
      Gouk, Henry  and
      Hospedales, Timothy",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.123/",
    pages = "2510--2528",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hayakawa-saggion-2026-reader,
    title = "Reader Proficiency Shapes Layer-wise Surprisal Profiles",
    author = "Hayakawa, Akio  and
      Saggion, Horacio",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.124/",
    pages = "2529--2541",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liang-etal-2026-vdahm,
    title = "{VDAHM}: Vision-Delimiter-aware Attention Head Modulation for Enhancing Multi-Image Understanding in Large Vision-Language Models",
    author = "Liang, Zhibiao  and
      Cheng, Junyu  and
      Zeng, Ziqian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.125/",
    pages = "2542--2561",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-safemo,
    title = "{S}afe{M}o: Linguistically Grounded Unlearning for Trustworthy Text-to-Motion Generation",
    author = "Wang, Yiling  and
      Zhang, Zeyu  and
      Wang, Yiran  and
      Tang, Hao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.126/",
    pages = "2562--2585",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-fedcot,
    title = "{F}ed{C}o{T}: Communication-Efficient Federated Reasoning Enhancement for Large Language Models",
    author = "Li, Chuan  and
      Zhao, QianYi  and
      Mo, Fengran  and
      Chen, Cen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.127/",
    pages = "2586--2605",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shin-etal-2026-pilar,
    title = "{PILAR}: A Page-Grounded Unified Evidence Representation via an Entity-Linked Assertion Graph for Open-Domain {QA} Agents over Multimodal Document Corpora",
    author = "Shin, Joongmin  and
      Shim, Gyuho  and
      Lee, Jung-Hun  and
      Seo, Jaehyung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.128/",
    pages = "2606--2630",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zi-etal-2026-agentpack,
    title = "{A}gent{P}ack: A Dataset of Code Changes, Co-Authored by Agents and Humans",
    author = "Zi, Yangtian  and
      Wu, Zixuan  and
      Boruch-Gruszecki, Aleksander  and
      Bell, Jonathan  and
      Guha, Arjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.129/",
    pages = "2631--2642",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-mineceraft,
    title = "{M}ine{CE}raft: Evaluating Language Models as Construction Engineers in the World of {M}inecraft",
    author = "Lee, Sewoong  and
      Sidhu, Risham  and
      Hockenmaier, Julia  and
      Jung, Yoonhwa",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.130/",
    pages = "2643--2667",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ahmad-etal-2026-open,
    title = "{OPEN}-{SWE}-{TRACES}: Advancing Dual-Mode Multilingual Distillation for Software Engineering Agents",
    author = "Ahmad, Wasi Uddin  and
      Ludwig, Nikolai  and
      Majumdar, Somshubra  and
      Ginsburg, Boris",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.131/",
    pages = "2668--2679",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sridhar-etal-2026-spatial,
    title = "Spatial Audio Question Answering and Reasoning on Dynamic Source Movements",
    author = "Sridhar, Arvind Krishna  and
      Guo, Yinyi  and
      Visser, Erik",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.132/",
    pages = "2680--2704",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{son-etal-2026-ptcg,
    title = "{PTCG}: Persona-guided Tree-based Counterargument Generation",
    author = "Son, Eunbeen  and
      Jo, Yohan  and
      Park, Joonsuk  and
      Bak, JinYeong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.133/",
    pages = "2705--2734",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mishra-etal-2026-tree,
    title = "Tree-of-Concerns: Hierarchical Multi-Agent Debate for Unstated-Limitation Extraction in Scientific Critique",
    author = "Mishra, Sahil  and
      Rajeev, Niranjan  and
      Chakraborty, Tanmoy",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.134/",
    pages = "2735--2764",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lin-etal-2026-survey-quantized,
    title = "A Survey of Quantized Graph Representation Learning: Connecting Graph Structures with Large Language Models",
    author = "Lin, Qika  and
      Peng, Zhen  and
      Shi, Kaize  and
      He, Kai  and
      Xu, Yiming  and
      Zhang, Jian  and
      Cambria, Erik  and
      Feng, Mengling",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.135/",
    pages = "2765--2778",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-ability,
    title = "Ability-Aligned Skill Evolution for {LLM} Agents via Reinforcement Learning",
    author = "Huang, Fei  and
      Chen, Tianyu  and
      He, Zhongyu  and
      Li, Yuanfan  and
      Yu, Meng Hsuan  and
      Li, Xingyang  and
      Pan, Lu  and
      Zeng, Ke  and
      Cai, Xunliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.136/",
    pages = "2779--2794",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ding-etal-2026-drnash,
    title = "{DRN}ash: Efficient and Robust Multi-Task Learning for Financial Sentiment Analysis",
    author = "Ding, Hongcheng  and
      Liu, Xuanhuang  and
      Dewi, Deshinta Arrova  and
      Abdullah, Shamsul Nahar  and
      Liu, Qingyu  and
      Zhao, Xuanze",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.137/",
    pages = "2795--2846",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ashury-tahan-etal-2026-robustness,
    title = "Robustness as an Emergent Property of Task Performance",
    author = "Ashury-Tahan, Shir  and
      Gera, Ariel  and
      Bandel, Elron  and
      Shmueli-Scheuer, Michal  and
      Choshen, Leshem",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.138/",
    pages = "2847--2869",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-mechanism,
    title = "Mechanism-Level Evaluation for Vision-Language Models: Controlled Activation-Replacement Diagnosis of Gender Bias",
    author = "Zhao, Zhipeng  and
      Wang, Wenxu  and
      Liu, Peishun  and
      Tang, Ruichun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.139/",
    pages = "2870--2888",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-hallucinations-reveal,
    title = "What Do Hallucinations Reveal About Multimodal Reasoning? Diagnosing Visual Grounding Failures via Contrastive Decoding Probes",
    author = "Zhao, Zhipeng  and
      Wang, Wenxu  and
      Liu, Peishun  and
      Tang, Ruichun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.140/",
    pages = "2889--2912",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jiang-etal-2026-utilizing,
    title = "Utilizing Geometric Structural Features for Functional {RNA} Design",
    author = "Jiang, Jiyue  and
      Chen, Yuhan  and
      Shi, Xiangyu  and
      Ye, Yihan  and
      Huang, Han  and
      Chen, Yanyu  and
      Shan, Yuheng  and
      He, Dongchen  and
      Yuan, Jiao  and
      Li, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.141/",
    pages = "2913--2923",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fu-etal-2026-better,
    title = "Better with Experience: Self-Evolving {LLM} Agents for Evidence-Grounded Health Community Notes",
    author = "Fu, Zihang  and
      Li, Fanxiao  and
      Gu, Jianyang  and
      Wang, Haonan  and
      Nakov, Preslav  and
      Hooi, Bryan  and
      Kan, Min-Yen  and
      Wu, Jiaying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.142/",
    pages = "2924--2961",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-vrr,
    title = "{VRR}: Verification-Guided Retrieval Revision for Multi-Step {QA}",
    author = "Li, Zhijie  and
      Wang, Lei  and
      Li, Tianyuan  and
      Han, Bangju  and
      Ahmat, Ahtamjan  and
      Dong, Rui  and
      Wang, Zhen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.143/",
    pages = "2962--2992",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-ocr-metareasoning,
    title = "{OCR}-{M}eta{R}easoning Benchmark: Evaluating the Meta-Reasoning Ability of {MLLM}s in Text-Rich Image Understanding",
    author = "Li, Gengxu  and
      Wu, Yuan  and
      Chang, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.144/",
    pages = "2993--3033",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-vcifbench,
    title = "{VCIFB}ench: Evaluating Complex Instruction Following for Video Understanding",
    author = "Xu, Huangchen  and
      Wu, Yuan  and
      Chang, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.145/",
    pages = "3034--3064",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-isolation,
    title = "From Isolation to Alignment: Unified {L}o{RA} for Efficient Multi-Task Learning",
    author = "Liu, Jinda  and
      Chang, Yi  and
      Wu, Yuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.146/",
    pages = "3065--3084",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhong-etal-2026-foredreamer,
    title = "{F}ore{D}reamer: A Self-Evolving Dual-Agent Memory Architecture for Future Event Prediction",
    author = "Zhong, Linhao  and
      Du, Zongze  and
      Wu, Linyu  and
      Bo, Yu  and
      Li, Hourong  and
      Jing, Chenchen  and
      Chen, Hao  and
      Xi, Yuling  and
      Shen, Chunhua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.147/",
    pages = "3085--3112",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wei-etal-2026-edudial,
    title = "{E}du{D}ial: Constructing a Large-scale Multi-turn Teacher{--}Student Dialogue Corpus",
    author = "Wei, Shouang  and
      Zhang, Min  and
      Lin, Xin  and
      Jiang, Bo  and
      Dai, Zhongxiang  and
      Kuang, Kun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.148/",
    pages = "3113--3134",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-skillforge,
    title = "{S}kill{F}orge: Compositional Skill Synthesis with Verification-in-the-Loop for Generating Formally Verified Dafny Programs",
    author = "Liu, Yanming  and
      Peng, Xinyue  and
      Cao, Jiannan  and
      Wang, Xinyi  and
      Su, Jinbo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.149/",
    pages = "3135--3153",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cunegatti-etal-2026-layers,
    title = "From Layers to Submodules: Rethinking Granularity in Replacement-Based {LLM} Compression",
    author = "Cunegatti, Elia  and
      Vukojevic, Marcus  and
      Nielsen, Erik  and
      Iacca, Giovanni",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.150/",
    pages = "3154--3175",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-macro,
    title = "Macro: Enhancing Multilingual Counterfactual Explanations through Alignment-as-Preference Optimization",
    author = "Wang, Yilong  and
      Wang, Qianli  and
      Chu, Bohao  and
      Liu, Yihong  and
      Yang, Jing  and
      Ostermann, Simon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.151/",
    pages = "3176--3210",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lin-chen-2026-beyond,
    title = "Beyond Correctness: Benchmarking {LLM}s for Algorithmic Program Optimization",
    author = "Lin, Yehua  and
      Chen, Yin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.152/",
    pages = "3211--3226",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yeo-etal-2026-hint,
    title = "{HINT}-{SD}: Targeted Hindsight Self-Distillation for Long-Horizon Agents",
    author = "Yeo, Woongyeong  and
      Choi, Yumin  and
      Ki, Taekyung  and
      Hwang, Sung Ju",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.153/",
    pages = "3227--3239",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dat-etal-2026-eventkd,
    title = "{E}vent{KD}: Event-Aware Knowledge Distillation for Generative Event Extraction",
    author = "Dat, Hoang Thanh  and
      Dao, Quoc Phong  and
      Hai, Nam Le  and
      Dernoncourt, Franck  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.154/",
    pages = "3240--3253",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhu-etal-2026-detecting,
    title = "Detecting Hallucinations for Large Language Model-Based Knowledge Graph Reasoning",
    author = "Zhu, Xinyan  and
      Liu, Yaoqi  and
      Gao, Yue  and
      Ma, Huadong  and
      Yang, Cheng  and
      Shi, Chuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.155/",
    pages = "3254--3271",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-progrouter,
    title = "{P}rog{R}outer: Online Progress-Guided Orchestration for Multi-Agent {LLM} Workflows under Quality-Cost Tradeoffs",
    author = "Li, Songyuan  and
      M. Abdelmoniem, Ahmed  and
      Wang, Shiqiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.156/",
    pages = "3272--3287",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{deng-etal-2026-linteval,
    title = "{L}int{E}val: Benchmarking {LLM}s on Linter-Guided File Refactoring",
    author = "Deng, Tongwei  and
      Zhu, Jinyu  and
      Cao, Yue  and
      Wang, Chenxu  and
      Zou, Yanzhen  and
      Xie, Bing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.157/",
    pages = "3288--3308",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nguyen-etal-2026-complementary,
    title = "Complementary Lattice Correction for Post-Training Quantization",
    author = "Nguyen, Tung  and
      Tran, Quang Hung  and
      Van, Linh Ngo  and
      Hoang, Dinh Thai  and
      Nguyen, Diep  and
      Le, Trung  and
      Nguyen, Duc Anh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.158/",
    pages = "3309--3334",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-xverify,
    title = "x{V}erify: Efficient Answer Verifier for Reasoning Model Evaluations",
    author = "Chen, Ding  and
      Yu, Qingchen  and
      Wang, Pengyuan  and
      Hu, Mengting  and
      Zhang, Wentao  and
      Wang, Zhengren  and
      Tang, Bo  and
      Xiong, Feiyu  and
      Li, Xinchi  and
      Wang, Chao  and
      Yang, Mingchuan  and
      li, Zhiyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.159/",
    pages = "3335--3371",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{geng-etal-2026-hiding,
    title = "Hiding in Plain Sight: A Steganographic Approach to Stealthy {LLM} Jailbreaks",
    author = "Geng, Jianing  and
      Yi, Biao  and
      Fei, Zekun  and
      Ruiqi, He  and
      Xu, Zhihao  and
      Hu, Juncheng  and
      Li, Tong  and
      Liu, Zheli  and
      Nie, Lihai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.160/",
    pages = "3372--3391",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-dynamic,
    title = "Dynamic Alignment Compensation for Hallucination Mitigation in Large Vision-Language Models",
    author = "Yu, Kairong  and
      Zhu, Zixin  and
      Yu, Le  and
      Wang, Hongwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.161/",
    pages = "3392--3411",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{rosenthal-etal-2026-unexplored,
    title = "Unexplored flaws in multiple-choice {VQA} make benchmarking unreliable",
    author = {Rosenthal, Fabio  and
      Schmidt, Sebastian  and
      Graf, Dr. Thorsten  and
      Bagdonat, Thorsten  and
      G{\"u}nnemann, Stephan  and
      Schwinn, Leo},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.162/",
    pages = "3412--3451",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hong-etal-2026-dics,
    title = "{DICS}: Exploring Data Intrinsic Consistency for Visual Instruction Selection",
    author = "Hong, Yuyang  and
      Guo, Jinhui  and
      Gu, Jiaqi  and
      Fan, Lubin  and
      Wang, Ruixiang  and
      Ding, Kun  and
      Wu, Yue  and
      Xiang, Shiming  and
      Ye, Jieping",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.163/",
    pages = "3452--3472",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gutekunst-etal-2026-impostors,
    title = "The Impostors Method as a Statistical Test for Authorship Verification With Large Language Models as Sampling Source for Hard Negatives",
    author = "Gutekunst, Klara M.  and
      Winter, Yaron  and
      Potthast, Martin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.164/",
    pages = "3473--3499",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-text,
    title = "Text-Anchored Semantic Perturbations for Transferable Jailbreak Attacks on Multimodal Large Language Models",
    author = "Li, Wenyun  and
      Cao, Guiping  and
      Lan, Xiangyuan  and
      Zhang, Zheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.165/",
    pages = "3500--3515",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lin-jiang-2026-steer,
    title = "{STEER}: Structured Text Editing via Edit-Chain Reinforcement Learning",
    author = "Lin, Yucheng  and
      Jiang, Jiaojiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.166/",
    pages = "3516--3528",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gao-etal-2026-sight,
    title = "{SIGHT}: Gaze-Guided Attention-Head Selection for Head-Sparse {PEFT}",
    author = "Gao, Xinyu  and
      Wang, Shaonan  and
      Zou, Jiajie  and
      Zhao, Li  and
      Ding, Nai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.167/",
    pages = "3529--3545",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bouthors-etal-2026-reasoning,
    title = "Reasoning about In-Context Samples for Machine-Translation",
    author = "Bouthors, Maxime  and
      Crego, Josep  and
      Yvon, Fran{\c{c}}ois",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.168/",
    pages = "3546--3566",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lyu-etal-2026-human,
    title = "Is Human Annotation Necessary? Iterative {MBR} Distillation for Error Span Detection in Machine Translation",
    author = "Lyu, Boxuan  and
      Song, Haiyue  and
      Qu, Zhi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.169/",
    pages = "3567--3577",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hu-etal-2026-sa,
    title = "{SA}-Bench: Evaluating Semantic Alignment in {LLM}-Based Paper Reproduction",
    author = "Hu, Xue  and
      Zewei, Pan  and
      Su, Zeli  and
      Liu, Zhou  and
      Zhang, Wentao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.170/",
    pages = "3578--3607",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-zhang-2026-knowing,
    title = "Knowing What to Solve Before How: Preplan Empowered {LLM} Mathematical Reasoning",
    author = "Wang, Shaojie  and
      Zhang, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.171/",
    pages = "3608--3623",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-corpus2skill,
    title = "{C}orpus2{S}kill: Distilling Enterprise Knowledge into Navigable Agent Skills for {QA} and {RAG}",
    author = "Sun, Yiqun  and
      Wei, Pengfei  and
      Hsieh, Lawrence B.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.172/",
    pages = "3624--3645",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lin-etal-2026-lazymuon,
    title = "{L}azy{M}uon: Exploiting Angular Stability to Reduce Newton-Schulz Overhead in Muon for Efficient Large Model Training",
    author = "Lin, Kainan  and
      Lu, Rongwei  and
      Dong, Haotian  and
      Chen, Le  and
      Jiang, Jingyan  and
      Yang, Huan  and
      Wang, Zhi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.173/",
    pages = "3646--3659",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-binsgps,
    title = "{B}i{NSGPS}: Geometry Problem Solving via Bidirectional Neuro-Symbolic Interaction",
    author = "Wang, Qi  and
      Wang, Peijie  and
      Yin, Fei  and
      Liu, Cheng-Lin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.174/",
    pages = "3660--3680",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hu-etal-2026-reproagent,
    title = "{R}epro{A}gent: Contract-Guided Paper-to-Code Reproduction",
    author = "Hu, Xue  and
      Zewei, Pan  and
      Wang, Zhongyuan  and
      Liu, Zhou  and
      Su, Zeli  and
      Zhang, Wentao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.175/",
    pages = "3681--3702",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jo-shin-2026-multilingual,
    title = "How does Multilingual Finetuning of Instruction-Tuned Large Language Models Affect Languages in Layer-Wise Hidden Representations?",
    author = "Jo, Hyemi  and
      Shin, Hyopil",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.176/",
    pages = "3703--3719",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liao-etal-2026-code,
    title = "Code Monitor Red Teaming for Public-Test-Passing Code",
    author = "Liao, Junchi  and
      Deng, Jiawen  and
      Ren, Fuji",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.177/",
    pages = "3720--3740",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-mmpcbench,
    title = "{MMPCB}ench: Benchmarking Multimodal Large Language Models on Proactive Critique of Flawed Inputs",
    author = "Li, Jinzhe  and
      Li, Gengxu  and
      Li, Jinnan  and
      Wu, Yuan  and
      Chang, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.178/",
    pages = "3741--3774",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-quantifying,
    title = "Quantifying Error Tolerance in Synthetic Data: An Atomic-level Operand vs. Operator Perturbation Study",
    author = "Liu, Jiaxiang  and
      Yuan, Chenhao  and
      Xu, Shuwen  and
      Xing, Boxuan  and
      Huang, Xiusheng  and
      Xu, Yinhao  and
      Liu, Hao  and
      Teng, Wenhao  and
      Liao, Xiangwen  and
      Cao, Pengfei  and
      Zhao, Jun  and
      Liu, Kang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.179/",
    pages = "3775--3805",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{vuong-etal-2026-survey,
    title = "A Survey on Knowledge Distillation of Vision-Language Models",
    author = "Vuong, Hoang Tran  and
      Dao, Dat  and
      Chi, Pham Khanh  and
      Truong, Minh-Phuc  and
      Tran, Quyen  and
      Van, Linh Ngo  and
      Nguyen, Thien Huu  and
      Do, Thanh-Toan  and
      Le, Trung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.180/",
    pages = "3806--3846",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ma-etal-2026-lare,
    title = "{L}a{R}e: Latent Refocusing for Multimodal Reasoning",
    author = "Ma, Jizheng  and
      Zhou, Xiaofei  and
      Zhang, Geyuan  and
      Song, Yanlong  and
      Yan, Han",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.181/",
    pages = "3847--3868",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{si-etal-2026-retrace,
    title = "{R}e{T}race: Visual Backtracking for Efficient Multimodal Large Language Models",
    author = "Si, Guangzong  and
      Wang, Dong  and
      Yu, Yifan  and
      Liu, Miao  and
      Pan, Panwang  and
      Zhu, Wentao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.182/",
    pages = "3869--3897",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jo-etal-2026-sound,
    title = "Where Does the Sound Go? Tracing Acoustic Information Loss in Audio-Conditioned {LLM}s",
    author = "Jo, Song-ha  and
      Lee, Sehyun  and
      Kim, Soyoon  and
      Choi, Jaesik  and
      Choi, Sanghyuk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.183/",
    pages = "3898--3917",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hoi-etal-2026-urgen,
    title = "{URG}en: Uncertainty-guided Retrieval-augmented Generation for Guideline-Grounded Medical Question Answering",
    author = "Hoi, Mengieong  and
      Zhao, Chen  and
      Lei, Chaoyu  and
      Zhou, Huifang  and
      Zheng, Zhedong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.184/",
    pages = "3918--3936",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-etal-2026-semopt,
    title = "{S}em{OPT}: Fixing Semantic Errors in {LLM}-based Optimization Modeling via Reward-Guided Search",
    author = "Zhou, Zetong  and
      Zhang, Wentao  and
      Wang, Jingyuan  and
      Yang, Yifan  and
      Wang, Zizhuo  and
      Hu, Shixi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.185/",
    pages = "3937--3953",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lu-etal-2026-tisr,
    title = "{TISR}: Breaking Vision{--}Language Models via Text{--}Image Segmentation and Reassembly",
    author = "Lu, Qi  and
      Qin, Simeng  and
      Jia, Xiaoshuang  and
      Liao, Jie  and
      Huang, Yihao  and
      Zheng, Tianhang  and
      Ma, Ke  and
      Jia, Xiaojun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.186/",
    pages = "3954--3975",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{stahl-etal-2026-generating,
    title = "Generating Constructive Feedback on Stories via Reinforcement Learning",
    author = "Stahl, Maja  and
      Ziegenbein, Timon  and
      Wachsmuth, Henning",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.187/",
    pages = "3976--3994",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-beyond-refusal,
    title = "Beyond Over-Refusal: Defending Indirect Prompt Injection via Latent Instruction Manifolds",
    author = "Chen, Jiahao  and
      Yin, Rui  and
      Li, Xinfeng  and
      Ma, Qianli  and
      Du, Tianyu  and
      Fu, Zhihui  and
      Wang, Jun  and
      Wang, Zhaoxiang  and
      Ji, Shouling",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.188/",
    pages = "3995--4001",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-reasoning,
    title = "Reasoning or Rambling? Exploring the Effect of Thinking on Agent Persuasion",
    author = "Zhao, Haodong  and
      Li, Jidong  and
      Wu, Zhaomin  and
      Ju, Tianjie  and
      Zhang, Zhuosheng  and
      He, Bingsheng  and
      Liu, Gongshen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.189/",
    pages = "4002--4025",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-chemeval2,
    title = "{C}hem{E}val2: A Diagnostic Benchmark for Evaluating Tool-Integrated Reasoning in Chemistry",
    author = "Huang, Yuqing  and
      Tang, Chuang  and
      Liang, Huadong  and
      Fan, Xianghui  and
      Wang, Hao  and
      Xu, Yin  and
      Xia, Yang  and
      Jiang, Weiyi  and
      Liu, De-Guang  and
      Xu, Feiyang  and
      Li, Xin  and
      Wang, Shijin  and
      Xiao, Mingjun  and
      Lian, Defu  and
      Liu, Guiquan  and
      Chen, Enhong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.190/",
    pages = "4026--4049",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-extending,
    title = "Extending Fill-In-the-Middle with Instructions for Steerable Code Completion",
    author = "Sun, Zhensu  and
      Yang, Chengran  and
      Peng, Chao  and
      Gao, Pengfei  and
      Du, Xiaoning  and
      Li, Li  and
      Lo, David",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.191/",
    pages = "4050--4066",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ding-etal-2026-sustaining,
    title = "Sustaining Cross-Modal Dependency for Generalizable Vision-Language Model Tuning",
    author = "Ding, Chenhao  and
      Han, Jizhou  and
      Dong, SongLin  and
      Gao, Xinyuan  and
      Wang, Qiang  and
      Xiu, Lixin  and
      Ke, Wei  and
      Gong, Yihong  and
      Nakayama, Hideki",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.192/",
    pages = "4067--4095",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lupart-etal-2026-challenges,
    title = "On the Challenges and Opportunities of Learned Sparse Retrieval for Code",
    author = "Lupart, Simon  and
      Louis, Maxime  and
      Formal, Thibault  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.193/",
    pages = "4096--4112",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhai-etal-2026-membership,
    title = "Membership Inference in Fine-tuned Diffusion Language Models via Token-level Memorization Asymmetry",
    author = "Zhai, Shengfang  and
      Marchyok, Leo  and
      Shi, Yuling  and
      Chen, Huanran  and
      Dong, Yinpeng  and
      Zhang, Jiaheng  and
      Hong, Sanghyun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.194/",
    pages = "4113--4130",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-lu-2026-harmevoskill,
    title = "{H}arm{E}vo{S}kill: Skill-Memory Self-Evolution for Zero-shot Multimodal Harmful Meme Detection",
    author = "Zhou, Jianyu  and
      Lu, Weihai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.195/",
    pages = "4131--4146",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{han-etal-2026-molquest,
    title = "{M}ol{Q}uest: A Benchmark for Agentic Evaluation of Abductive Reasoning in Chemical Structure Elucidation",
    author = "Han, Taolin  and
      Wu, Shuang  and
      Wang, Jinghang  and
      Yuhao, Zhou  and
      Lv, Renquan  and
      Zhao, Bing  and
      Wei, HU  and
      Qu, Lin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.196/",
    pages = "4147--4163",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-evasive,
    title = "From Evasive Servants to Dignified Peers via Dual Preference Optimization",
    author = "Wang, Xiangqi  and
      Huang, Yue  and
      Zhuang, Haomin  and
      Guo, Kehan  and
      Zhang, Xiangliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.197/",
    pages = "4164--4186",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zeng-etal-2026-llm,
    title = "Why Are {LLM} Backdoor Defenses Fragmented? A Feature-Level Explanation with Sparse Autoencoders",
    author = "Zeng, Yizhe  and
      Niu, Chenxu  and
      Zhang, Wei  and
      Huang, Hao  and
      Li, Yunpeng  and
      Handongxu  and
      Du, Dan  and
      Hong, Cheng  and
      Xian, Hequn  and
      Liu, Yuling",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.198/",
    pages = "4187--4208",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-robosemanticbench,
    title = "{R}obo{S}emantic{B}ench: Diagnosing Semantic Grounding in Action Prediction for {VLA} Models",
    author = "Yu, Bin  and
      Zhang, Yao  and
      Liu, Haishan  and
      Lian, Shijie  and
      Wei, Yuliang  and
      Lin, Xiaopeng  and
      Shen, Zhaolong  and
      Wu, Changti  and
      Hu, Ruina  and
      Wang, Bailing  and
      Huang, Cong  and
      Chen, Kai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.199/",
    pages = "4209--4223",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hou-wang-2026-adapt,
    title = "When to Adapt: Conditional Memory Adapters for Retention-Preserving Domain Specialization",
    author = "Hou, Jiayu  and
      Wang, Lei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.200/",
    pages = "4224--4245",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-sqd,
    title = "{SQD}: Sub-Query Decomposition for Reliable Jailbreak Evaluation in Large Language Models",
    author = "Yang, Junjie  and
      Weng, Fenghua  and
      Xu, Yue  and
      Wang, Wenjie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.201/",
    pages = "4246--4261",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jin-etal-2026-bridging,
    title = "Bridging Reasoning and Retrieval: A Large-Small Model Collaboration Framework for Multimodal Entity Alignment",
    author = "Jin, Xiongnan  and
      Lin, Jianming  and
      Mei, Tiantian  and
      Zhu, Tiantian  and
      Huang, Changxin  and
      Chen, Jinpeng  and
      Hong, Chaoqun  and
      Li, Jianqiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.202/",
    pages = "4262--4272",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-skill-3d,
    title = "{S}kill-3{D}: Evolving Scene-Aware Skills for Agentic 3{D} Spatial Reasoning",
    author = "Li, Haoyuan  and
      Hu, Zhengdong  and
      Wang, Jun  and
      Fan, Hehe  and
      Yang, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.203/",
    pages = "4273--4294",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hu-etal-2026-attend,
    title = "Attend to Evidence: Evidence-Anchored Spatial Attention Supervision for Multimodal {RLVR}",
    author = "Hu, Ruina  and
      Wang, Chen  and
      Wei, Lai  and
      Jionghao, Bai  and
      Yu, Bin  and
      Huang, Weiran  and
      Wang, Kai  and
      Wang, Yue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.204/",
    pages = "4295--4313",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-long-short,
    title = "Long-Short Memory Steering to Mitigate Unfaithful Self-Brainwashing",
    author = "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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.205/",
    pages = "4314--4325",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-synapsehsg,
    title = "{S}ynapse{HSG}: One-Shot Hyper-Semantic Grounding for Long-Context Multimodal Question Answering",
    author = "Xu, Sherricane Jiayu  and
      Shen, Zhijie  and
      Liu, Yongqiang  and
      Jing, Xiaojun  and
      Li, Shuangyin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.206/",
    pages = "4326--4344",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-frameskip,
    title = "{F}rame{S}kip: Learning from Fewer but More Informative Frames in {VLA} Training",
    author = "Yu, Bin  and
      Lian, Shijie  and
      Lin, Xiaopeng  and
      Shen, Zhaolong  and
      Wei, Yuliang  and
      Wu, Changti  and
      Yuan, Hang  and
      Liu, Haishan  and
      Wang, Bailing  and
      Huang, Cong  and
      Chen, Kai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.207/",
    pages = "4345--4359",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-role,
    title = "Role-Agent: Bootstrapping {LLM} Agents via Dual-Role Evolution",
    author = "Wang, Xucong  and
      Ma, Ziyu  and
      Yang, Shidong  and
      Huang, Tongwen  and
      Wang, Pengkun  and
      Wang, Yong  and
      Chu, Xiangxiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.208/",
    pages = "4360--4379",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-stepopsd,
    title = "{S}tep{OPSD}: Step-Aware Online Preference Self-Distillation for Agent Reinforcement Learning",
    author = "Zhang, Yanfei  and
      Lin, Xu  and
      Wu, Chenglin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.209/",
    pages = "4380--4390",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{pabba-etal-2026-refine,
    title = "Refine: A General Context-Aware Agent for Evolving Program Repair Agents",
    author = "Pabba, Anvith  and
      Chen, Simin  and
      Mathai, Alex  and
      Chakraborty, Anindya  and
      Ray, Baishakhi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.210/",
    pages = "4391--4409",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-vulnerable,
    title = "Vulnerable Code Search: Transferable Attack for Code Language Models",
    author = "Wang, Kaicheng  and
      Huang, Liyan  and
      Thomason, Jesse  and
      Wang, Weihang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.211/",
    pages = "4410--4433",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fan-etal-2026-patalign,
    title = "{P}at{A}lign: Bridging the Gap between Scientific Papers and Patent Descriptions via Iterative Preference Optimization",
    author = "Fan, Zheming  and
      Song, Xuemeng  and
      Yang, Min  and
      Yang, Linyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.212/",
    pages = "4434--4448",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{den-etal-2026-icicle,
    title = "{ICICLE}: Expanding Retrieval with In-Context Documents",
    author = "Den, Yu-Chen  and
      Shih, Yung-Yu  and
      Tam, Zhi Rui  and
      Chen, Kuan-Yu  and
      Cheng, Pu-Jen  and
      Chen, Yun-Nung  and
      Yang, Eugene",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.213/",
    pages = "4449--4466",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-trajselector,
    title = "{T}raj{S}elector: Harnessing Latent Representations for Effective and Robust Best-of-N Selection in Large Reasoning Models",
    author = "Yu, Bin  and
      Wang, Xinming  and
      Lian, Shijie  and
      Li, Haotian  and
      Wu, Changti  and
      Hu, Ruina  and
      Wang, Bailing  and
      Wei, Yuliang  and
      Chen, Kai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.214/",
    pages = "4467--4484",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lu-etal-2026-skill0,
    title = "{SKILL}0: In-Context Agentic Reinforcement Learning for Skill Internalization",
    author = "Lu, Zhengxi  and
      Yao, Zhiyuan  and
      Wu, Jinyang  and
      Han, Chengcheng  and
      Song, Xierui  and
      Cai, Xunliang  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.215/",
    pages = "4485--4505",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{he-etal-2026-cage,
    title = "{CAGE}: Concept Algebra for Guardrail Evasion and Jailbreak Attacks via Lexical-Semantic Decoupling",
    author = "He, Zekai  and
      Chen, Yuxiang  and
      Shao, Jun  and
      Song, Xiao  and
      Hong, Haibo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.216/",
    pages = "4506--4532",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-twinbrainvla,
    title = "{T}win{B}rain{VLA}: Unleashing the Potential of Generalist {VLM}s for Embodied Tasks via Asymmetric Mixture-of-Transformers",
    author = "Yu, Bin  and
      Lian, Shijie  and
      Lin, Xiaopeng  and
      Shen, Zhaolong  and
      Wu, Changti  and
      Miao, Yuzhuo  and
      Wang, Xinming  and
      Wang, Bailing  and
      Huang, Cong  and
      Chen, Kai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.217/",
    pages = "4533--4552",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-skillladder,
    title = "{S}kill{L}adder: Multi-User Skill Evolution with Compliance-Oriented Synchronization and Quality-Gated Synthesis",
    author = "Chen, Nan  and
      Wang, Yi  and
      Zhu, Bin Benjamin  and
      Xiong, Haoyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.218/",
    pages = "4553--4573",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{luo-etal-2026-vig,
    title = "{VIG}: Visual Information Gain as a Reward Signal for Multimodal Chain-of-Thought Compression",
    author = "Luo, Wen  and
      Yi, Xiaohan  and
      Huang, Xiaotao  and
      Huang, Liqun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.219/",
    pages = "4574--4593",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{an-etal-2026-toward,
    title = "Toward Native Multimodal Modeling: A Roadmap",
    author = "An, Siyu  and
      Lu, Junru  and
      Dong, Junnan  and
      Wang, Qiufeng  and
      Li, Yinghui  and
      Fei, Weizhi  and
      Yu, Zichao  and
      Yuan, Zheng  and
      Liu, Biao  and
      Wang, Haopeng  and
      Liang, Renzhao  and
      Yang, Yixuan  and
      Shen, Yunhang  and
      Ke, Bo  and
      Chen, Keyu  and
      Luo, Linhao  and
      Zou, Difan  and
      Huang, Xiao  and
      Yin, di  and
      Qiao, Ruizhi  and
      Sun, Xing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.220/",
    pages = "4594--4644",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{you-etal-2026-llada,
    title = "{LL}a{DA}-o: An Effective and Length-Adaptive Omni Diffusion Model",
    author = "You, Zebin  and
      Zhang, Xiaolu  and
      Zhou, Jun  and
      Li, Chongxuan  and
      Wen, Ji-Rong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.221/",
    pages = "4645--4664",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-skill,
    title = "Skill or Skip? Learning Selective Skill Invocation in Agentic Tasks via Dual-Granularity Preference Learning",
    author = "Chen, Chishui  and
      Lin, Jiaye  and
      Sun, Te  and
      Yang, Yi  and
      Wang, Junxi  and
      Qin, Cong  and
      Hu, Yangen  and
      Pan, Lu  and
      Zeng, Ke",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.222/",
    pages = "4665--4681",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zou-etal-2026-group,
    title = "Group Structural Proximity Shapes Exploration-Exploitation in Tool-Use Reinforcement Learning",
    author = "Zou, Lexiao  and
      Yao, Yitong  and
      Chen, Gongwei  and
      Deng, Wenmin  and
      Wang, Chao  and
      Song, Shuangyong  and
      Zhang, Miao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.223/",
    pages = "4682--4698",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-cleansing,
    title = "Cleansing the Artificial Mind: A Self-Reflective Detoxification Framework for Large Language Models",
    author = "Zhang, Kaituo  and
      Jiang, Zhimeng  and
      Zou, Na",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.224/",
    pages = "4699--4722",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-causal,
    title = "Causal Intervention with {LMM}s: Generative Text Facilitates Fine-Grained Pedestrian Anomaly Behavior Retrieval",
    author = "Xu, Weifeng  and
      Huang, Shaofei  and
      Wang, Yaxiong  and
      Zheng, Zhedong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.225/",
    pages = "4723--4738",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nguyen-etal-2026-dont,
    title = "Don{'}t Generate, Just Score: Enhancing Topic Coherence with Masked Semantic Alignment",
    author = "Nguyen, Tien-Phat  and
      Xuan, Minh Chu  and
      Huy, Phung Gia  and
      Van, Linh Ngo  and
      Nguyen, Duc Anh  and
      Le, Trung  and
      Nguyen, Thien Huu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.226/",
    pages = "4739--4766",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wen-etal-2026-aligning,
    title = "Aligning Progress and Feasibility: A Neuro-Symbolic Dual Memory Framework for Long-Horizon {LLM} Agents",
    author = "Wen, Bin  and
      Zhang, Ruoxuan  and
      Chen, Yang  and
      Xie, Hongxia  and
      Guo, Lan-Zhe",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.227/",
    pages = "4767--4791",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-stage,
    title = "{STAGE}-{RAG}: Continuous Entity State Evolution over Dual-Space Subgraphs for Multi-Hop Reasoning",
    author = "Xu, Xinran  and
      Chen, Shaowen  and
      Ma, Yu  and
      Lin, Fulin  and
      Wu, Zhaofen  and
      Wang, Hongwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.228/",
    pages = "4792--4812",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hou-etal-2026-language,
    title = "Language-Guided Time-Series Event Detection with Zero-Shot Cross-Modal Grounding",
    author = "Hou, Tianjun  and
      Chang, Xiqing  and
      Wan, Sky Chenwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.229/",
    pages = "4813--4836",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{vamvas-etal-2026-translation,
    title = "Translation Asymmetry in {LLM}s as a Data Augmentation Factor: A Case Study for 6 {R}omansh Language Varieties",
    author = "Vamvas, Jannis  and
      P{\'e}rez Prat, Ignacio  and
      Heldstab, Angela  and
      Fischer, Dominic P.  and
      Ahmadi, Sina  and
      Sennrich, Rico",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.230/",
    pages = "4837--4861",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-litseg,
    title = "{L}it{S}eg: Narrative-Aware Document Segmentation for Literary {RAG}",
    author = "Zhang, Ruikang  and
      Chen, Zhanni  and
      Cai, Yiqiao  and
      Su, Qi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.231/",
    pages = "4862--4892",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{singh-etal-2026-truly,
    title = "Not Truly Multilingual: Script Consistency as a Missing Dimension in {VLM} Evaluation",
    author = "Singh, Prabhjot  and
      Pawar, Bhushan  and
      Reddiboina, Madhu  and
      Sheth, Rajvee",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.232/",
    pages = "4893--4909",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-entropy,
    title = "Entropy-{KL} Divergence-based Token Masking: A Novel Approach for Selective Fine-tuning of Large Language Models",
    author = "Liu, Qi  and
      Sun, Mingdi  and
      He, Yongyi  and
      Zheng, Zhi  and
      Xu, Tong  and
      Zheng, Yi  and
      Wang, Zhefeng  and
      Chen, Enhong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.233/",
    pages = "4910--4928",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-agenticrec,
    title = "{A}gentic{R}ec: A Recommendation-Oriented Agentic Framework with Progressive Tool-Integrated Reasoning Optimization",
    author = "Li, Tianyi  and
      Wang, Zixuan  and
      Lei, Guidong  and
      Li, Xiaodong  and
      Li, Hui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.234/",
    pages = "4929--4946",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-hardmtbench,
    title = "{H}ard{MTB}ench: Stress-Testing {C}hinese-{E}nglish Translation on Knowledge-Intensive Domains",
    author = "Li, Zheng  and
      Zheng, Mao  and
      Song, Mingyang  and
      Fei, Tianxiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.235/",
    pages = "4947--4957",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yue-etal-2026-tts,
    title = "{TTS}-Guard: Black-Box Ownership Verification of Text-to-Speech Models via Adaptive Adversarial Speaker-Pair Fingerprints",
    author = "Yue, Xubin  and
      Xu, Zhenhua  and
      Wang, Zhebo  and
      Li, Mengting  and
      Zhou, Zijie  and
      Xing, Wenpeng  and
      Kong, Dezhang  and
      Han, Meng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.236/",
    pages = "4958--4973",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-trinity,
    title = "Trinity: Human{--}Agent{--}Environment Alignment for Embodied Task Planning",
    author = "Kim, Hyungmin  and
      Jeon, Hobeom  and
      Kim, Dohyung  and
      Jang, Jinhyeok  and
      Jang, Minsu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.237/",
    pages = "4974--5013",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jia-etal-2026-asymmetric,
    title = "Asymmetric On-Policy Distillation: Bridging Exploitation and Imitation at the Token Level",
    author = "Jia, Nan  and
      Yang, Haojin  and
      Ma, Xing  and
      Lian, Jiesong  and
      Zhang, Shuailiang  and
      Zhang, Weipeng  and
      Zeng, Ke  and
      Cai, Xunliang  and
      Sun, Zequn",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.238/",
    pages = "5014--5028",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jin-etal-2026-bid,
    title = "{BID}-{SPO}: Rethinking Multi-Agent Prompt Optimization as Information Contracting via Bidding-based Shapley Values",
    author = "Jin, Weiqiang  and
      Cheng, Yuxin  and
      Sun, Tingting  and
      Tang, Shixiang  and
      Gao, Jing  and
      Qi, Jinhu  and
      Zhang, Wentao  and
      Wang, Junli  and
      Zhao, Biao  and
      Zhao, Guoshuai  and
      Yang, Guang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.239/",
    pages = "5029--5060",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-m3,
    title = "{M}3-{TTS}: Native Two-Stream Multi-Modal Diffusion Transformer for Zero-Shot Speech Synthesis",
    author = "Wang, Xiaopeng  and
      Qiang, Chunyu  and
      Fu, Ruibo  and
      Wen, Zhengqi  and
      Guo, Yuxin  and
      Liu, Xuefei  and
      Liu, Yukun  and
      Liang, Yuzhe  and
      Yin, Kang  and
      Ma, Teng  and
      Chen, Yushen  and
      Xie, Yuankun  and
      Li, Chenxing  and
      Li, Changsheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.240/",
    pages = "5061--5071",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-survey-secure,
    title = "A Survey of Secure Retrieval-Augmented Generation",
    author = "XU, Yuming  and
      Zhang, Mingtao  and
      Ge, Zhuohan  and
      LI, Haoyang  and
      HU, Nicole  and
      Zhang, Yongqi  and
      Wen, Zhiyuan  and
      Zhang, Chen Jason  and
      Qing, Li  and
      Chen, Lei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.241/",
    pages = "5072--5095",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ju-etal-2026-first,
    title = "First Things First: Teaching {LLM}-Based Agents to Prioritize Must-Haves before Nice-to-Haves",
    author = "Ju, Tianjie  and
      Xu, Xinyue  and
      Sun, Wanxuan  and
      Diao, Lingxiao  and
      Liu, Gongshen  and
      Zhang, Zhuosheng  and
      Yang, Cheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.242/",
    pages = "5096--5115",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{song-etal-2026-beyond-consensus,
    title = "Beyond Consensus: Downward Bias and Role Asymmetry in Multi-Agent {LLM} Judges for Subjective Evaluation",
    author = "Song, Minsoo  and
      Kim, Chanwoo  and
      Eo, Sugyeong  and
      Park, Chanjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.243/",
    pages = "5116--5133",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cho-park-2026-skill,
    title = "Skill Following: Evaluating Actual Skill Use in Retrieval-Enabled {LLM} Agents",
    author = "Cho, Seonghyeon  and
      Park, Chanjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.244/",
    pages = "5134--5155",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{imperial-etal-2026-rethinking,
    title = "Rethinking Standard Compliance in the {LLM} Era",
    author = "Imperial, Joseph Marvin  and
      Jones, Matthew D  and
      Tayyar Madabushi, Harish",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.245/",
    pages = "5156--5175",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ai-etal-2026-mosaic,
    title = "{MOSAIC}: A Large-Scale Multimodal Open-Course Segmentation and Alignment Corpus in {C}hinese",
    author = "Ai, Yuming  and
      Fan, Shuai  and
      Xu, Hua  and
      Kong, Fang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.246/",
    pages = "5176--5195",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cao-etal-2026-cope,
    title = "{COPE}: Continual Personalization of {LLM}s under Sparse User Feedback via User Embeddings and Self-Evaluation",
    author = "Cao, Ruike  and
      Yao, Fugen  and
      Dong, Liang  and
      Xu, Jian  and
      Jiang, Guanjun  and
      Xiao, Li",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.247/",
    pages = "5196--5215",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhu-etal-2026-coder,
    title = "Coder as Editor: Code-driven Interpretable Molecular Editing",
    author = "Zhu, Wenyu  and
      Li, Chengzhu  and
      Tian, Xiaohe  and
      Wang, Yifan  and
      Jia, Yinjun  and
      Wang, Jianhui  and
      Gao, Bowen  and
      Tan, Haichuan  and
      Zhang, Ya-Qin  and
      Ma, Wei-Ying  and
      Lan, Yanyan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.248/",
    pages = "5216--5236",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xiong-etal-2026-sd,
    title = "{SD}-{ICL}: Stage-Decomposed In-Context Learning for Tool Use in {LLM} Agents",
    author = "Xiong, Kangci  and
      Ge, Xiaohan  and
      Qin, Yangyang  and
      Jin, Fusheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.249/",
    pages = "5237--5254",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-speech,
    title = "Speech-{XL}: Towards Long-Form Speech Understanding in Large Speech Language Models",
    author = "Sun, Haoqin  and
      Lyu, Chenyang  and
      Zhao, Shiwan  and
      Ni, Xuanfan  and
      Kong, Xiangyu  and
      Wang, Longyue  and
      Luo, Weihua  and
      Qin, Yong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.250/",
    pages = "5255--5267",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-per,
    title = "Per-Matrix Optimality Is Not Enough: Three-Level Optimization for Low-Rank {LLM} Compression",
    author = "Zhang, Huicheng  and
      Feng, Xiyao  and
      Li, Ze-Tong  and
      Zhu, Chengkai  and
      Shi, Xiao  and
      Pan, Xiwei  and
      Liu, JinGuo  and
      Bai, Ge  and
      Wang, Xin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.251/",
    pages = "5268--5283",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sung-etal-2026-super,
    title = "Super Library Agent: Joint Generation and Maintenance of Multiple Applications Beyond the Single Codebase",
    author = "Sung, Daegyu  and
      Lee, Yukyeong  and
      Park, Geon  and
      Choi, Yumin  and
      Hwang, Sung Ju",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.252/",
    pages = "5284--5317",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-trace,
    title = "{TRACE}: Single-Pass Decoding-Trace Risk Localization for Generation Calibration",
    author = "Xu, Yuebin  and
      Peng, Xuemei  and
      Chen, Junlan  and
      Chen, Zhiyi  and
      Wen, Zeyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.253/",
    pages = "5318--5335",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{othman-etal-2026-seam,
    title = "{SEAM}: Spectral Embedding Alignment and Merging for Low-Resource {TTS}",
    author = "Othman, Walaa  and
      Mohammad, Baher  and
      Lefkimmiatis, Stamatios  and
      Ali, Ammar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.254/",
    pages = "5336--5347",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jiang-etal-2026-global-evolutionary,
    title = "Global Evolutionary Steering: Refining Activation Steering Control via Cross-Layer Consistency",
    author = "Jiang, Xinyan  and
      Yu, Wenjing  and
      Wang, Di  and
      Hu, Lijie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.255/",
    pages = "5348--5373",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-chun-2026-fastslm,
    title = "{F}ast{SLM}: Hierarchical Temporal Abstraction for Efficient Long-Form Speech Adaptation",
    author = "Lee, Junseok  and
      Chun, Chang-Jae",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.256/",
    pages = "5374--5389",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yin-etal-2026-clara,
    title = "{CLARA}: Can {AI} Assess Developmental Appropriateness in Children{'}s Stories?",
    author = "Yin, Sijing  and
      Wang, Zirui  and
      Liu, Qian  and
      Liu, Jiamou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.257/",
    pages = "5390--5403",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gan-etal-2026-statistical,
    title = "Statistical Priors for Implicit Preferences: Decoupling Skill Selection as a Local Harness in Personal Agents",
    author = "Gan, Zeyu  and
      Tang, Huayi  and
      Liu, Yong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.258/",
    pages = "5404--5431",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-beyond-isolated,
    title = "Beyond Isolated Behaviors: Hierarchical User Modeling for {LLM} Personalization",
    author = "Wang, Liang  and
      Mou, Xinyi  and
      Liu, Xiaoyou  and
      Wang, Tiannan  and
      Wang, Yuqing  and
      Wei, Zhongyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.259/",
    pages = "5432--5448",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-take,
    title = "{TAKE}: Task-Aware Chunked {KV} Cache Eviction for Efficient Long-Context {LLM} Prefill",
    author = "Wang, Rui  and
      Jia, Nan  and
      Li, Jiahui  and
      Yang, Qingyi  and
      Hao, Yixue  and
      Hu, Long",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.260/",
    pages = "5449--5463",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lei-etal-2026-teachergrpo,
    title = "{T}eacher{GRPO}: Closing the Capacity Gap in Reasoning Distillation via Teacher Alignment",
    author = "Lei, Zhenyu  and
      Chen, Zihan  and
      Zhu, Yaochen  and
      Feng, Shangbin  and
      Zheng, Zaiyi  and
      Guo, Ruocheng  and
      Dong, Yushun  and
      Li, Jundong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.261/",
    pages = "5464--5478",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{si-etal-2026-training,
    title = "Training-Free Visual Potential Field Calibration for Balanced Hallucination Mitigation in {MLLM}s",
    author = "Si, Guangzong  and
      Yin, Hao  and
      Li, Xianfei  and
      Ding, Qing  and
      He, Tao  and
      Liao, Wenlong  and
      Guo, Guodong  and
      Peng, Pai  and
      Zhu, Wentao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.262/",
    pages = "5479--5496",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ali-etal-2026-regreact,
    title = "{REGREACT}: Self-Correcting Multi-Agent Pipelines for Structured Regulatory Information Extraction",
    author = "Ali, Mohammed  and
      Abdallah, Abdelrahman  and
      Jatowt, Adam",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.263/",
    pages = "5497--5538",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-physdox,
    title = "{P}hys{D}ox: Benchmarking {LLM}s on Physical Feasibility Auditing of Physiological {S}ensing Protocols",
    author = "Liu, He  and
      Gu, Boyuan  and
      Cheng, Shuaiqi  and
      Sun, Haiyang  and
      You, Siyu  and
      Hu, Xuming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.264/",
    pages = "5539--5560",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mao-etal-2026-critiques,
    title = "When Critiques Do Not Change Decisions: {DSAR} for Threshold-Aligned {LLM} Reviewers",
    author = "Mao, Zijun  and
      Zhang, Peng  and
      Lun, Liu  and
      Yang, Haozhe",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.265/",
    pages = "5561--5585",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{muscato-etal-2026-disagreeing,
    title = "Disagreeing Rationales: Rethinking Classification and Explainability Evaluation in Hate Speech Detection",
    author = "Muscato, Benedetta  and
      Chen, Beiduo  and
      Gezici, Gizem  and
      Peng, Siyao  and
      Plank, Barbara  and
      Giannotti, Fosca",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.266/",
    pages = "5586--5602",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gui-etal-2026-faithrl,
    title = "{F}aith{RL}: Learning to Reason Faithfully through Step-Level Faithfulness Maximization",
    author = "Gui, Runquan  and
      Li, Yafu  and
      Qu, Xiaoye  and
      Liu, Ziyan  and
      Chen, Yeqiu  and
      Cheng, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.267/",
    pages = "5603--5630",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-weak,
    title = "Weak Ties, Strong Signals: Efficient Training Data Detection in Diffusion {LLM}s via Independent Token Sampling",
    author = "Yu, Hongyao  and
      Zhuang, Tianqu  and
      Xu, Ziyuan  and
      Fang, Hao  and
      Hong, Jiaxin  and
      Chen, Bin  and
      Xia, Shu-Tao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.268/",
    pages = "5631--5644",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ma-etal-2026-beyond-wrong,
    title = "Beyond the Wrong Bit: Failure States and the Supervision Unit in Verifiable Reasoning",
    author = "Ma, Zihan  and
      Lin, Zhuoyi  and
      Luo, Minnan  and
      Guo, Xiaoxuan  and
      Wang, Wenya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.269/",
    pages = "5645--5665",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-facts,
    title = "From Facts to Insights: A Persona-Driven Dual Memory Framework and Dataset for Role-Playing Agents",
    author = "Zhang, Rongsheng  and
      Hu, Ruofan  and
      Chen, Weijie  and
      Tang, Jiji  and
      Ren, Junnan  and
      Wu, Wanying  and
      Chen, Xunuoyan  and
      Lv, Tangjie  and
      Jin, Tao  and
      Zhao, Zhou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.270/",
    pages = "5666--5686",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-medcua,
    title = "{M}ed{CUA}-Bench: A Screenshot-Only Benchmark for Clinical Computer-Use Agents",
    author = "Yu, Jia  and
      Wang, Zilong  and
      Jiang, Xinyang  and
      Li, Dongsheng  and
      Wang, Shuo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.271/",
    pages = "5687--5712",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cui-etal-2026-beyond,
    title = "Beyond Text-Intrinsic Features: An Agentic Framework for Evidence-Based {AI}-Generated Text Detection",
    author = "Cui, Chi  and
      Wu, Yixin  and
      Backes, Michael  and
      Zhang, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.272/",
    pages = "5713--5731",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-signal-live,
    title = "Where Does the Signal Live? A Web Data Recipe for Medical Encoder Pretraining",
    author = "Huang, Bofeng  and
      Sun, Jacques  and
      Bouchacourt, Diane  and
      Barascud, Nicolas  and
      Fogel, Fajwel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.273/",
    pages = "5732--5766",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-kazakov-2026-kinship,
    title = "Kinship Data Benchmark for Multi-hop Reasoning",
    author = "Sun, Tianda  and
      Kazakov, Dimitar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.274/",
    pages = "5767--5784",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qi-etal-2026-cluster,
    title = "Cluster-Level Attention-Guided Parallel Decoding for Masked Diffusion Language Models",
    author = "Qi, Heqiang  and
      Huang, Wei  and
      Bai, Mingyuan  and
      Meng, Xiangming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.275/",
    pages = "5785--5805",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lei-etal-2026-mind,
    title = "Mind the Perspective: Let{'}s Reason Recursively for Theory of Mind",
    author = "Lei, Chao  and
      Hu, Guang  and
      Yang, Meng  and
      Jiang, Yanbei  and
      Lipovetzky, Nir",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.276/",
    pages = "5806--5830",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liao-etal-2026-verdict,
    title = "{VERDICT}: Verifiable Evolving Reasoning with Directive-Informed Collegial Teams for Legal Judgment Prediction",
    author = "Liao, Hui  and
      Qin, Chuan  and
      Ren, Yongwen  and
      Li, Hao  and
      Huang, Zhenya  and
      Zhang, Yanyong  and
      Wang, Chao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.277/",
    pages = "5831--5846",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{su-etal-2026-entropy-aware,
    title = "Entropy-Aware Token Rejection for Improving Speculative Decoding",
    author = "Su, Tiancheng  and
      Zhang, Meicong  and
      He, Guoxiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.278/",
    pages = "5847--5864",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{akavarapu-etal-2026-phoneme,
    title = "Phoneme- and Word-Level Metrics Using Self-Supervised Speech Representations for Forced Alignment Evaluation",
    author = {Akavarapu, V.S.D.S.Mahesh  and
      Daniel, Michael  and
      J{\"a}ger, Gerhard},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.279/",
    pages = "5865--5892",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhe-etal-2026-single,
    title = "A Single Suffix to Break Them All: Basin-Aware Jailbreaks for Merged Model Families",
    author = "Zhe, YU  and
      Tan, Yixin  and
      Wei, Junhao  and
      Wang, Chen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.280/",
    pages = "5893--5915",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{pei-etal-2026-reasoning,
    title = "Reasoning over Grammar: Can Synthetic Linguistic Reasoning Traces Enhance Low-Resource Machine Translation?",
    author = "Pei, Renhao  and
      Liu, Yihong  and
      Pyysalo, Sampo  and
      Schuetze, Hinrich  and
      Ji, Shaoxiong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.281/",
    pages = "5916--5933",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mandal-etal-2026-magnet,
    title = "{MAG}ne{T}: Coordinated Multi-Agent Generation of Synthetic Multi-Turn Mental Health Counseling Sessions",
    author = "Mandal, Aishik  and
      Chakraborty, Tanmoy  and
      Gurevych, Iryna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.282/",
    pages = "5934--5983",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zheng-etal-2026-unveiling,
    title = "Unveiling Language Routing Isolation in Multilingual {M}o{E} Models for Interpretable Subnetwork Adaptation",
    author = "Zheng, Kening  and
      Huang, Wei-Chieh  and
      Huo, Jiahao  and
      Li, Zhonghao  and
      Zou, Henry Peng  and
      Yan, Yibo  and
      Zou, Xin  and
      Li, Jungang  and
      Zhang, Hanrong  and
      Hu, Xuming  and
      Yu, Philip S.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.283/",
    pages = "5984--6004",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{makhov-etal-2026-cospadi,
    title = "{C}o{S}pa{D}i: Compressing {LLM}s via Calibration-Guided Sparse Dictionary Learning",
    author = "Makhov, Denis  and
      Shopkhoev, Dmitriy  and
      Zhussip, Magauiya  and
      Ali, Ammar  and
      Lefkimmiatis, Stamatios",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.284/",
    pages = "6005--6031",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{guo-etal-2026-sciorch,
    title = "{S}ci{O}rch: Learning to Orchestrate Expert {LLM}s for Solving Frontier Multimodal Scientific Reasoning Tasks",
    author = "Guo, Jingru  and
      Xue, Xiangyuan  and
      Zhang, Lian  and
      Xu, Wanghan  and
      Chen, Siki  and
      Ouyang, Wanli  and
      Bai, Lei  and
      Torr, Philip  and
      Yin, Zhenfei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.285/",
    pages = "6032--6048",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lim-etal-2026-kfineval,
    title = "{KF}in{E}val: A Curated Benchmark Suite for Real-World {K}orean Financial Language Understanding",
    author = "Lim, Seonkyu  and
      Hwang, Bokwang  and
      Baek, Jonghyuk  and
      Kim, Jingu  and
      Yoo, Hangyeol  and
      Lim, KyungTae",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.286/",
    pages = "6049--6081",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{aziz-etal-2026-low,
    title = "Low-Resource Safety Failures Are Action Failures, Not Representation Failures",
    author = "Aziz, Rashad  and
      Hanif, Ikhlasul Akmal  and
      Koto, Fajri",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.287/",
    pages = "6082--6105",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jian-etal-2026-evoharmbench,
    title = "{E}vo{H}arm{B}ench: Breaking Content Moderation with Iterative Human-Like Evasion",
    author = "Jian, Ruijie  and
      Cui, Benlei  and
      Ma, Ting  and
      Ding, Haidong  and
      Liu, Kangwei  and
      Xu, Ziwen  and
      Huang, Longtao  and
      Xue, Hui  and
      Zhu, Ziqiang  and
      Li, Junjie  and
      Hong, Haiwen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.288/",
    pages = "6106--6129",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-etal-2026-paletteagent,
    title = "{P}alette{A}gent: Self-Evolving Correction for Line-Art Colorization",
    author = "Zhou, Binjia  and
      Wang, Guanghui  and
      Shan, Hui  and
      Chen, Weikai  and
      HU, Zeyu  and
      Yin, Yingda  and
      Zhang, Runze  and
      Yan, Kai  and
      Zhu, Lingting  and
      Wang, Xin  and
      Luo, Keyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.289/",
    pages = "6130--6158",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ge-guo-2026-roles,
    title = "Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning",
    author = "Ge, Ling-Yue  and
      Guo, Lan-Zhe",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.290/",
    pages = "6159--6192",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-sparsealign,
    title = "{S}parse{A}lign-{OOC}: Auditing News Image-Text Out-of-Context Detection with Sparse Autoencoders",
    author = "Wang, Guoxin  and
      Liu, Junjie  and
      Chen, Shaowu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.291/",
    pages = "6193--6207",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gong-etal-2026-basis,
    title = "{BASIS}: Batchwise Advantage Estimation from Single-Rollout Information Sharing for {LLM} Reasoning",
    author = "Gong, Shijin  and
      Xu, Erhan  and
      Ye, Kai  and
      Livieri, Giulia  and
      Quinzan, Francesco  and
      Shi, Chengchun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.292/",
    pages = "6208--6226",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huifei-etal-2026-remcts,
    title = "{R}e{MCTS}: Reflect-Enhanced {M}onte {C}arlo Tree Search Strategy for Code Generation",
    author = "Huifei, Wang  and
      Xinying, Huang  and
      Yiheng, Sun  and
      Yuan, Yifan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.293/",
    pages = "6227--6247",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-diagnosing,
    title = "Diagnosing {CFG} Interpretation in {LLM}s",
    author = "Li, Hanqi  and
      Chen, Lu  and
      Yu, Kai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.294/",
    pages = "6248--6263",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-trace-traceable,
    title = "{TRACE}: A Traceable Agentic Co-Optimizer for Experimental Optimization",
    author = "Xu, Haoran  and
      Zhou, Keyuan  and
      Ding, Keyan  and
      Fu, Jiangzhen  and
      Qian, Hui  and
      Zhang, Qiang  and
      Chen, Huajun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.295/",
    pages = "6264--6281",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ma-etal-2026-s2m,
    title = "{S}2{M}-Inject: Prompt-Guided Zero-Shot Voice Cloning for Music Generation",
    author = "Ma, Teng  and
      Qiang, Chunyu  and
      Liu, Zhongliang  and
      Wang, Xiaopeng  and
      Yin, Kang  and
      Zhang, Ziyu  and
      Liang, Yuzhe  and
      Chen, Yushen  and
      Guo, Yuxin  and
      Chen, Feiyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.296/",
    pages = "6282--6294",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-tracking,
    title = "Tracking Truth Through Layers: Temporal Dynamics of Fact Representations for Hallucination Detection in {LLM}s",
    author = "Zhang, Yanqiang  and
      Dawei, Feng  and
      Ding, Bo  and
      Zhai, Yuanzhao  and
      Wang, Huaimin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.297/",
    pages = "6295--6311",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lyu-etal-2026-structural,
    title = "Structural Fabric of Data Shapes the Geometry of {LLM} Training",
    author = "Lyu, Xinyu  and
      Li, Hanqi  and
      Zuo, Shenghan  and
      Yu, Kai  and
      Chen, Lu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.298/",
    pages = "6312--6324",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{guo-etal-2026-hidifftir,
    title = "{H}i{D}iff{TIR}: Hierarchical Difficulty-Aware Policy Optimization for Multi-Turn Tool-Integrated Reasoning",
    author = "Guo, Yucan  and
      Wang, Xiaohan  and
      Su, Miao  and
      Guan, Saiping  and
      Hou, Zhongni  and
      Chai, Jiajun  and
      Lin, Wei  and
      Yin, Guojun  and
      Jin, Xiaolong  and
      Guo, Jiafeng  and
      Cheng, Xueqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.299/",
    pages = "6325--6342",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gao-etal-2026-stateswap,
    title = "{S}tate{S}wap: Probing Support{--}Elimination Hidden States in Multiple-Choice Questions",
    author = "Gao, Chao  and
      Liu, Haijiang  and
      Li, Qiyuan  and
      Guo, Caicai  and
      van Harmelen, Frank  and
      Gu, Jinguang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.300/",
    pages = "6343--6364",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gao-etal-2026-language-informed,
    title = "Language-Informed Flow Matching for Trend-Guided Structure-Based 3{D} Molecular Generation",
    author = "Gao, Tianyu  and
      Su, Zhikai  and
      Li, Jiashu  and
      Gao, Wenjun  and
      Zichuan, Ying  and
      Zhao, Zhe  and
      Zhang, Fei  and
      Wei, Ye",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.301/",
    pages = "6365--6403",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hu-etal-2026-representation,
    title = "Representation-based Masked Diffusion Model",
    author = "Hu, Yangrong  and
      Huang, Ding  and
      Zhou, Xueyu  and
      Huang, Jian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.302/",
    pages = "6404--6425",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-addressing,
    title = "Addressing the Reasoning Gap: Mechanistic Circuit-Based Knowledge Editing in Large Language Models",
    author = "Zhao, Tianyi  and
      He, Yinhan  and
      Zheng, Wendy  and
      Chen, Chen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.303/",
    pages = "6426--6439",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sultan-etal-2026-llms,
    title = "{LLM}s versus the Halting Problem: Characterizing Program Termination Reasoning",
    author = "Sultan, Oren  and
      Armengol-Estap{\'e}, Jordi  and
      Kesseli, Pascal  and
      Vanegue, Julien  and
      Shahaf, Dafna  and
      Adi, Yossi  and
      O{'}Hearn, Peter",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.304/",
    pages = "6440--6462",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-calibration,
    title = "Calibration is the Bottleneck: An Action-Class Diagnostic of Multi-Turn Tool-Calling",
    author = "Zhao, Kangjia  and
      Li, Jiajun  and
      Shen, Haozhan  and
      Chow, Wei  and
      Li, Linfeng  and
      Song, Hang  and
      Kong, Lingdong  and
      Zhi, Chen  and
      Zhao, Tiancheng  and
      Liu, Songhua  and
      Yin, Jianwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.305/",
    pages = "6463--6480",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yuan-etal-2026-strong,
    title = "Strong Drafts Need Compact Memories: Long-Context Speculative Decoding with Compressed {KV} Cache",
    author = "Yuan, Tong  and
      Liao, Chengxi  and
      Wen, Zeyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.306/",
    pages = "6481--6494",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gao-etal-2026-neuronguard,
    title = "{N}euron{G}uard: Robust {LLM} Safety Alignment via Ablation-Aware Safety Signal Redistribution",
    author = "Gao, Anjun  and
      Quan, Yueyang  and
      Xia, Yufei  and
      Liu, Zhuqing  and
      Fang, Minghong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.307/",
    pages = "6495--6514",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{do-etal-2026-vlm2vec,
    title = "{M}-{VLM}2{V}ec: Structure-Preserving Matryoshka Representation Learning for Vision-Language Embeddings",
    author = "Do, Minh Khoi Nguyen  and
      Dang, Nguyen Hong  and
      Le, Danh Vinh  and
      Nguyen, Minh Quoc Nhat  and
      Van, Linh Ngo  and
      Nguyen, Duc Anh  and
      Le, Trung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.308/",
    pages = "6515--6537",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yeroushalmi-etal-2026-beyond,
    title = "Beyond Accuracy: Improving {LLM}s' Science Communication Skills",
    author = "Yeroushalmi, Mattan  and
      Bragilovski, Maxim  and
      Grinberg, Nir",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.309/",
    pages = "6538--6559",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tang-etal-2026-geogr2,
    title = "{G}eo{GR}{\texttwosuperior}: Zero-Shot Geospatial Inference via Geostatistically-Guided Iterative Refinement with {LLM}s",
    author = "Tang, Jinfan  and
      Wu, Kunming  and
      Gong, Xieruifeng  and
      He, Yuya  and
      Jie, Hu  and
      Junhui, Wu  and
      Wu, Yuankai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.310/",
    pages = "6560--6580",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ryu-etal-2026-dont,
    title = "Don{'}t Count the Edits, Judge by the Outcome Alone: Reward-Based Evaluation for Grammatical Error Correction",
    author = "Ryu, Hayeong  and
      Jo, Sunhee  and
      Yu, Seunguk  and
      Kim, YoungBin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.311/",
    pages = "6581--6597",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{letian-etal-2026-balancing,
    title = "Balancing Forgetting and Utility with Intervention-Guided Localized Unlearning",
    author = "Letian, Wei  and
      Xie, Liangru  and
      Dai, Hong-Ning  and
      Wang, Hao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.312/",
    pages = "6598--6613",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{luo-etal-2026-detecting-explaining,
    title = "Detecting and Explaining Fake News Short Videos with Multimodal Content and Real-World Evidence",
    author = "Luo, Yifeng  and
      Li, Yupeng  and
      Tang, Ming  and
      Guo, Jianxiong  and
      Lan, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.313/",
    pages = "6614--6633",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-agent,
    title = "When and How Should an Agent Clarify? {CIGA}sk: Teaching {LLM}s to Clarify via Counterfactual Information Gain",
    author = "Li, Yunxiang  and
      Wu, Xixin  and
      Meng, Helen M.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.314/",
    pages = "6634--6646",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-apeb,
    title = "{AP}e{B}: Benchmarking Personalization Ability of Large Language Model Agents",
    author = "Yang, Garry  and
      Chen, Zizhe  and
      Chen, Xinru  and
      Chen, Yongqiang  and
      Wang, Jianxiang  and
      Zou, Deyu  and
      Ding, Linyi  and
      Wu, Jialiang  and
      He, Yunzhong  and
      Gong, Yu  and
      Cheng, James  and
      Tou, Huaixiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.315/",
    pages = "6647--6678",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dai-etal-2026-dopr,
    title = "{D}o{PR}: Reusable Compressed Document Prefixes for Efficient {LLM} Reranking",
    author = "Dai, Beiya  and
      Wei, Yifan  and
      Yang, Guang  and
      Shi, Xing  and
      Wang, Xinbing  and
      Lin, Zhouhan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.316/",
    pages = "6679--6693",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lu-etal-2026-formalevolve,
    title = "{F}ormal{E}volve: Neuro-Symbolic Evolutionary Search for Diverse Autoformalization",
    author = "Lu, Haijian  and
      Wang, Wei  and
      Liu, Jing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.317/",
    pages = "6694--6722",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{do-etal-2026-swim,
    title = "{SWIM}: Student Writing Simulation via Proficiency-Conditioned Generation",
    author = "Do, Heejin  and
      Kontak, Jakub  and
      Sachan, Mrinmaya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.318/",
    pages = "6723--6740",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yuan-etal-2026-analyzing,
    title = "Analyzing Bias in False Refusal Behavior of Large Language Models for Hate Speech Detoxification",
    author = {Yuan, Shuzhou  and
      Im, Kyuri  and
      F{\"a}rber, Michael},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.319/",
    pages = "6741--6769",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{koneru-etal-2026-omnifusion,
    title = "{O}mni{F}usion: Simultaneous Multilingual and Multimodal Translations via Modular Fusion",
    author = "Koneru, Sai  and
      Huck, Matthias  and
      Niehues, Jan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.320/",
    pages = "6770--6788",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zan-etal-2026-exploring,
    title = "Exploring Evidence-Grounded Review Generation with Multimodal Inline {RAG}",
    author = "Zan, Mingrui  and
      Guo, Yuxin  and
      Zhang, Yunquan  and
      Ma, Shijie  and
      Zhang, Boyang  and
      Cheng, Daning  and
      Liu, Fangming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.321/",
    pages = "6789--6808",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-agendaflow,
    title = "{A}genda{F}low: Task-Adaptive Meeting Protocols for Multi-Agent {LLM} Reasoning",
    author = "Sun, Ming  and
      Wang, Yin  and
      Zhang, Yanlin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.322/",
    pages = "6809--6835",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ryu-etal-2026-look,
    title = "Look Before You Leap: Factual Decoding with Internal Attribution Signals",
    author = "Ryu, Hayeong  and
      Yun, JungMin  and
      Lim, Byeonggeuk  and
      Jo, Sunhee  and
      Kim, YoungBin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.323/",
    pages = "6836--6857",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dong-etal-2026-knowledge,
    title = "Knowledge Bias in {LLM}-based Sequential Recommendation: Source, Persistence, and Mitigation",
    author = "Dong, Xiaoyu  and
      Dai, Quanyu  and
      Chen, Nuo  and
      Liu, Qijiong  and
      Zixuan, Yue  and
      Xie, Xuyang  and
      Zhu, Jieming  and
      Dong, Zhenhua  and
      Wu, Xiao-Ming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.324/",
    pages = "6858--6873",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shao-etal-2026-back,
    title = "Back on Track: Aligning Rewards and States for Reasoning in Diffusion Large Language Models",
    author = "Shao, Yawen  and
      Xiao, Jie  and
      Zhu, Kai  and
      Liu, Yu  and
      Luo, Hongchen  and
      Fu, Xueyang  and
      Cao, Yang  and
      Zhai, Wei  and
      Zha, Zheng-Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.325/",
    pages = "6874--6890",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{teng-etal-2026-analyzing,
    title = "Analyzing and Steering Reflection in Large Reasoning Models: A Difficulty-Aware Geometric Approach",
    author = "Teng, Ge  and
      Shen, Chen  and
      Mao, Ting  and
      Tian, Xiang  and
      Liu, Xuesong  and
      Jiang, Rongxin  and
      Chen, Yaowu  and
      Ye, Jieping",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.326/",
    pages = "6891--6915",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-towards-omni,
    title = "Towards Omni-dimensional {GUI} Agent Navigation with Masked Trajectory Prediction",
    author = "Zhang, Yan  and
      Fu, Pei  and
      Wu, Daiqing  and
      Shen, Huawen  and
      Zhang, Ruoceng  and
      Zhang, Shaojie  and
      Yang, Jiahui  and
      Zhou, Yu  and
      Ma, Can  and
      Luo, Zhenbo  and
      Luan, Jian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.327/",
    pages = "6916--6930",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cocchieri-etal-2026-lost,
    title = "Lost in Choice: Evaluating {LLM}s Under Extreme Multiple-Choice Scaling",
    author = "Cocchieri, Alessio  and
      Ragazzi, Luca  and
      Tagliavini, Giuseppe  and
      Moro, Gianluca",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.328/",
    pages = "6931--6963",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-apex,
    title = "{APEX} : Adaptively Balancing Off-Policy Guidance and On-Policy Exploration for {LLM} Reasoning",
    author = "Wang, Yuchen  and
      Zhang, Zikang  and
      Xu, Duo  and
      Xu, Kunpeng  and
      Zhu, Qihui  and
      Huang, Wei  and
      Wu, Siying  and
      Cheng, Caihong  and
      He, Xin  and
      Yang, Yang  and
      Jiang, Guanjun  and
      Sun, Xiaoyan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.329/",
    pages = "6964--6975",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{peng-etal-2026-tc,
    title = "{TC}-{B}i{M}amba: Efficient Dynamic-Chunk Bidirectional Mamba for Unified Streaming and Offline {ASR}",
    author = "Peng, Jing  and
      She, Qingshun  and
      Fang, Yangui  and
      Xi, Yu  and
      Wang, Shuai  and
      Yu, Kai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.330/",
    pages = "6976--6985",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-aescorer,
    title = "{AES}corer: An Agentic Evidence-Grounded Framework for Graded Factuality Verification",
    author = "Huang, Hui  and
      Yang, Muyun  and
      Arase, Yuki",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.331/",
    pages = "6986--7004",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wei-etal-2026-communication,
    title = "Communication Alignment in Multi-Agent Systems: From {MARL} to {LLM} Agent Communication",
    author = "Wei, Xinghai  and
      Yuan, Jie  and
      Chung, Hwei-Ming  and
      Yuan, Tingting",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.332/",
    pages = "7005--7024",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-memobench,
    title = "{MEMOB}ench: A Process Level Memory Benchmark for Robotic Manipulation",
    author = "Sun, Haiyang  and
      Wang, Haoxiao  and
      Chen, Junming  and
      Fang, Weicheng  and
      Su, Zihao  and
      Yi, Jingkun  and
      Yi, Wenyou  and
      Chen, Hao  and
      Zhao, Zhou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.333/",
    pages = "7025--7040",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-literarybigfive,
    title = "{LITERARYBIGFIVE}: Author-Personalized Text Generation in a Unified Interpretable Space",
    author = "Zhang, Jinghui  and
      Gao, Lang  and
      Li, Ao  and
      Li, Mingzhe  and
      Zeng, Ruihong  and
      Song, Zirui  and
      Inui, Kentaro  and
      Chen, Xiuying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.334/",
    pages = "7041--7064",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-ragpulse,
    title = "{RAGP}ulse: A Real-World {RAG} Workload Capturing Authentic Temporal Reuse Patterns for Efficient Serving",
    author = "Wang, Zhengchao  and
      Hu, Yitao  and
      Chang, Zhuxuan  and
      Ye, Jianing  and
      Yang, Guotao  and
      Lai, Tianhao  and
      Yu, Jiazheng  and
      Zhao, Zhixin  and
      Zheng, Liang  and
      Youpeng, Deng  and
      Chen, Sheng  and
      Li, Keqiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.335/",
    pages = "7065--7076",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hao-etal-2026-groundrag,
    title = "{G}round{RAG}: Evidence-Verified Multi-Hop Reasoning on Lightweight Graphs",
    author = "Hao, Jinjie  and
      Zhang, Guixuan  and
      Huang, Ying  and
      Liu, Jie  and
      Zhang, Shuwu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.336/",
    pages = "7077--7089",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{park-etal-2026-detecting,
    title = "Detecting and Guiding {LLM}-Generated {K}orean Poetry with Interpretable Form-level Features",
    author = "Park, Keunhyeung  and
      Yu, Seunguk  and
      Kim, YoungBin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.337/",
    pages = "7090--7109",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-lupe,
    title = "{LUPE}: Long-History User Profile Evolution for {LLM}-based Recommendation",
    author = "Sun, Yifei  and
      Wang, Lu  and
      Yang, Fangkai  and
      Zhao, Pu  and
      Li, Liqun  and
      Li, Mingzheng  and
      Zhang, Jianjin  and
      Sun, Jimeng  and
      Dai, Zhiwei  and
      Hu, Nan  and
      Zeng, Zhengxin  and
      Zhan, Yuefeng  and
      Han, Weihao  and
      Sun, Hao  and
      Lin, Qingwei  and
      Rajmohan, Saravan  and
      Deng, Weiwei  and
      Sun, Feng  and
      Zhang, Qi  and
      Zhang, Dongmei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.338/",
    pages = "7110--7124",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jiang-etal-2026-optiset,
    title = "{O}pti{S}et: Unified Optimizing Set Selection and Ranking for Retrieval-Augmented Generation",
    author = "Jiang, Yi  and
      Zhao, Sendong  and
      Li, Jianbo  and
      Wang, Haochun  and
      Hu, Bairui  and
      Du, Yanrui  and
      Qin, Bing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.339/",
    pages = "7125--7139",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ou-lapata-2026-storyline,
    title = "Storyline Trees: Hierarchical Representations for Long-Form Narratives",
    author = "Ou, Litu  and
      Lapata, Mirella",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.340/",
    pages = "7140--7160",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-realfin,
    title = "{R}eal{F}in: Benchmarking Agent Workflow Orchestration Beyond {MCP}-Style Tool Connectivity",
    author = "Huang, Ying  and
      Liu, Shuoling  and
      Chen, Liyuan  and
      Shi, Jie  and
      Liang, Jiaqing  and
      Pengtao, Yang  and
      Liao, Ying  and
      Han, Jinyi  and
      Jiang, Sihang  and
      Xiao, Yanghua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.341/",
    pages = "7161--7183",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-pivot,
    title = "{PIVOT}: Perplexity-Informed {KD}-to-{RL} Transition Scheduling for Vertical-Domain Few-Shot Distillation",
    author = "Li, Heng  and
      Zhang, Yong  and
      Cheng, Ning  and
      Li, Zhigen  and
      Zhu, Yun  and
      Wang, Yanmeng  and
      Wang, Shaojun  and
      Xiao, Jing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.342/",
    pages = "7184--7196",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{roh-han-2026-halt,
    title = "{HALT}: Verification-Aware Stopping for Retrieval-Augmented Search Agents",
    author = "Roh, Daeyoung  and
      Han, Donghee",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.343/",
    pages = "7197--7219",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yuan-etal-2026-diagnosis,
    title = "Diagnosis Before Treatment? Investigating Intermediate-Variable Reasoning in {LLM}s",
    author = "Yuan, Zhishan  and
      Almeida, Tiago  and
      Hao, Shudong  and
      Zhu, Zining  and
      Dawlabani, Nickolas Elias  and
      Pervaiz, Ghazia  and
      Ning, Yue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.344/",
    pages = "7220--7235",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-hierarchical,
    title = "Hierarchical Alignment: Block-Level {L}o{RA}-{DPO} for Preference Tuning in Large Language Models",
    author = "Chen, Yishen  and
      Dong, Qi  and
      Zhang, Yukun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.345/",
    pages = "7236--7252",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-escrag,
    title = "{ESCRAG}-{R}1: Retrieval-Augmented Reinforcement Learning for Emotional Support Conversation",
    author = "Liu, Weichu  and
      Hu, Yuxuan  and
      Sun, Yirong  and
      Mao, Ningning  and
      Zhang, Ziyun  and
      Chen, Jian  and
      Xu, Mingyang  and
      Zhong, Qishan  and
      Li, Chengming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.346/",
    pages = "7253--7266",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{clark-schuler-2026-associative,
    title = "Associative Memory Updates in Language Models Predict Human Reading Times",
    author = "Clark, Christian  and
      Schuler, William",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.347/",
    pages = "7267--7279",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liang-etal-2026-vis,
    title = "Vis-Poison: Poisoning Visual Knowledge in Multimodal Retrieval-Augmented Generation",
    author = "Liang, Rujin  and
      Chen, Zhongpu  and
      Lei, Yuhao  and
      Miao, Xin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.348/",
    pages = "7280--7294",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{guo-etal-2026-survey,
    title = "A Survey of Audio Reasoning in Audio Foundation Models",
    author = "Guo, Zhihan  and
      Cui, Wenqian  and
      Lin, Guan-Ting  and
      Tan, Daxin  and
      Li, Jingyao  and
      Zheng, Qiyong  and
      Wang, Dingdong  and
      Xiong, Jing  and
      Shi, Han  and
      Jia, Jiaya  and
      King, Irwin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.349/",
    pages = "7295--7312",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ai-etal-2026-accuracy,
    title = "Does Accuracy Equal Evidence? Reasoning Faithfulness under {KV} Cache Compression",
    author = "Ai, Mengting  and
      He, Jingrui  and
      Guo, Yue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.350/",
    pages = "7313--7333",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shao-etal-2026-memetrace,
    title = "{M}eme{T}race: A Multimodal {LLM}-Based Agent for Safety-Aware Meme Provenance Analysis",
    author = "Shao, Bo  and
      Ma, Yihan  and
      Qu, Yiting  and
      Backes, Michael  and
      Zhang, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.351/",
    pages = "7334--7354",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qiang-etal-2026-tabembed,
    title = "{T}ab{E}mbed: Benchmarking and Learning Generalist Embeddings for Tabular Understanding",
    author = "Qiang, Minjie  and
      Zhang, Mingming  and
      Bao, Xiaoyi  and
      Fu, Xing  and
      Cheng, Yu  and
      Wang, Weiqiang  and
      Wang, Zhongqing  and
      Wang, Ningtao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.352/",
    pages = "7355--7377",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-mas,
    title = "{MAS}-Shield: A Defense Framework for Secure and Efficient {LLM} {MAS}",
    author = "Wang, Kaixiang  and
      Zhou, Zhaojiacheng  and
      Suvonov, Bunyod  and
      Lou, Jiong  and
      Wang, Zihan  and
      Zheng, Yuxiang  and
      Lin, Yidan  and
      Zhang, Wutong  and
      Kong, Xianghan  and
      Wu, Chentao  and
      LI, Jie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.353/",
    pages = "7378--7398",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-bizsage,
    title = "{B}iz{S}age: A Self-Evolving Multi-Agent Framework for Business Research with Efficient Knowledge Retrieval",
    author = "Wu, Yuhe  and
      Wang, Guangyu  and
      Liu, Jiaxin  and
      Zhang, Guang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.354/",
    pages = "7399--7429",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-heal,
    title = "{HEAL}: Hindsight Entropy-Assisted Learning for Reasoning Distillation",
    author = "Zhang, Wenjing  and
      Yan, Jiangze  and
      Huang, Jieyun  and
      Shen, Yi  and
      Shi, Shuming  and
      Chen, Ping  and
      Wang, Ning  and
      Liu, Zhaoxiang  and
      Wang, Kai  and
      Lian, Shiguo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.355/",
    pages = "7430--7443",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{choi-etal-2026-align,
    title = "Align, Don{'}t Fuse: Structure-Preserving Alignment of Collaborative and Semantic Signals for {LLM}-Enhanced Recommendation",
    author = "Choi, Jooweon  and
      Kim, MiHyeon  and
      Lee, Eunju  and
      Kwon, Junehyoung  and
      Kim, YoungBin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.356/",
    pages = "7444--7479",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-supervalid,
    title = "{S}uper{V}alid: Capability-Aligned {OOD} Validation for Generalizable Downstream Scaling",
    author = "Sun, Quanen  and
      Tian, Changxin  and
      Shi, Ke  and
      Chen, Cai  and
      Peng, Cunyin  and
      Liu, Jia  and
      Chen, Kunlong  and
      Zhang, Zhiqiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.357/",
    pages = "7480--7496",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-etal-2026-orbit,
    title = "{ORBIT}: Traceable Rare-Disease Diagnosis via Orphanet-Grounded Retrieval and Bounded {LLM} Interaction",
    author = "Zhou, Songchi  and
      Chen, Haichao  and
      Yu, Sheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.358/",
    pages = "7497--7514",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-conwriter,
    title = "{C}on{W}riter: Transition-Constrained Stateful Long-Form Story Generation with Lightweight Neuro-Symbolic Consistency Control",
    author = "Li, Jindong  and
      Yang, Yang  and
      Liu, Zihao  and
      Yue, Yutao  and
      Yang, Menglin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.359/",
    pages = "7515--7532",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zouhar-etal-2026-dynamically,
    title = "Dynamically Allocating Evaluation Effort for Model Ranking",
    author = "Zouhar, Vil{\'e}m  and
      Kreutzer, Julia  and
      Lavie, Alon  and
      Kocmi, Tom  and
      Post, Matt  and
      Bojar, Ond{\v{r}}ej  and
      Sachan, Mrinmaya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.360/",
    pages = "7533--7556",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jiang-etal-2026-dyhist,
    title = "{D}y{H}ist: Query-Aware Historical Dynamics Modeling for Temporal Knowledge Graph Extrapolation",
    author = "Jiang, Peiyuan  and
      Liu, Yao  and
      Wen, Yubo  and
      Gan, Yanglei  and
      Liu, Lu  and
      Zhang, Ruojie  and
      Yang, Jiaye  and
      Xue, Yuewei  and
      Deng, Yajiao  and
      Guo, Xiaoyu  and
      Liu, Qiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.361/",
    pages = "7557--7574",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{attri-attri-2026-intent,
    title = "Same Intent, Different Script: Cross-Script Safety Degradation in {LLM}s Across {P}unjabi Sociolinguistic Variants",
    author = "Attri, Arnav  and
      Attri, Anuj",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.362/",
    pages = "7575--7593",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-coin,
    title = "{C}o{I}n: Counting the Invisible Reasoning Tokens in Commercial Opaque {LLM} {API}s",
    author = "Sun, Guoheng  and
      Wang, Ziyao  and
      Tian, Bowei  and
      Liu, Meng  and
      Shen, Zheyu  and
      He, Shwai  and
      He, Yexiao  and
      Ye, Wanghao  and
      Wang, Yiting  and
      Li, Ang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.363/",
    pages = "7594--7620",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-revisiting,
    title = "Revisiting Segmentation in Multi-bit {LLM} Watermarking",
    author = "Huang, Beining  and
      Liu, Youdu  and
      Sun, Fei  and
      Su, Du  and
      Fu, Shuangjie  and
      Shen, Huawei  and
      Cheng, Xueqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.364/",
    pages = "7621--7642",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-see,
    title = "See More, Think Deeper: Query-Expanded Visual Evidence and Answer-Clue Guided Reflection for Long Video Understanding",
    author = "Wang, Shuning  and
      Wu, Zhiheng  and
      LU, YiNuo  and
      Liu, Naiming  and
      Jia, Chen  and
      Liu, Bowen  and
      Nie, Shuo  and
      Zhu, Weijie  and
      Zhang, Yumeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.365/",
    pages = "7643--7659",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{peng-etal-2026-txsum,
    title = "{T}x{S}um: User-Centered Ethereum Transaction Understanding with Micro-Level Semantic Grounding",
    author = "Peng, Zifan  and
      Zheng, Jingyi  and
      Liu, Yule  and
      Jia, Huaiyu  and
      Ye, Qiming  and
      Liu, Jingyu  and
      Yang, Xufeng  and
      Li, Mingchen  and
      Gong, Qingyuan  and
      Wang, Xuechao  and
      He, Xinlei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.366/",
    pages = "7660--7686",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-llm-agents,
    title = "{LLM} Agents for Time-Series: A Survey",
    author = "Chen, Yilong  and
      Qin, Xiao  and
      Liu, Chenghao  and
      Wu, Liang  and
      Samia, Noelle I.  and
      Ding, Kaize",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.367/",
    pages = "7687--7711",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qian-etal-2026-dynhd,
    title = "{D}yn{HD}: Hallucination Detection for Diffusion Large Language Models via Denoising Dynamics Deviation Learning",
    author = "Qian, Yanyu  and
      Tan, Yue  and
      Liu, Yixin  and
      Yu, Wang  and
      Pan, Shirui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.368/",
    pages = "7712--7727",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-savant,
    title = "{SAVANT}: A Neuro-Symbolic Verification Framework for Adjuvant Design",
    author = "Chen, Yi  and
      Zhang, Yu  and
      Xu, Jian  and
      Yue, Hua  and
      Wang, Xinming  and
      Lyu, Zequan  and
      Wang, Boran  and
      Liu, Hongyi  and
      Wang, Yan  and
      Cao, Peiyuan  and
      Zhang, Xu-Yao  and
      Wei, Wei  and
      Liu, Cheng-Lin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.369/",
    pages = "7728--7774",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hathidara-etal-2026-toolsense,
    title = "{T}ool{S}ense: A Diagnostic Framework for Auditing Parametric Tool Knowledge in {LLM}s",
    author = "Hathidara, Ashutosh  and
      Sistla, Sai Shruthi  and
      Schreiber, Sebastian  and
      Bansal, Sahil",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.370/",
    pages = "7775--7797",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fu-etal-2026-gui,
    title = "{GUI}-{CC}: Benchmarking Contextual Consistency of {GUI} World Models as Agent Environments",
    author = "Fu, Lin  and
      Yang, Zheyuan  and
      Zhang, Tianhui  and
      Wei, Jinbiao  and
      Gan, Guo  and
      Liu, Boxu  and
      Zhao, Yilun  and
      Rong, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.371/",
    pages = "7798--7828",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-caught,
    title = "Caught in the Story: Narrative Captivity in Multi-turn {LLM}s Conversation",
    author = "Wu, Yuhe  and
      Wang, Guangyu  and
      Chen, Yujie  and
      Zhang, Jiatong  and
      Chen, Yuran  and
      Zhang, Yutong  and
      Cheng, Xiyin  and
      Cao, Wenpeng  and
      Liu, Zhuang  and
      Zhang, Guang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.372/",
    pages = "7829--7864",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{singh-yannakoudakis-2026-gradient,
    title = "Gradient-Free Test-Time Adaptation for Few-Shot Online Clustering with Large Language Models",
    author = "Singh, Avyav Kumar  and
      Yannakoudakis, Helen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.373/",
    pages = "7865--7891",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-target,
    title = "Target-Local Verifier Choice in Best-of-K Reasoning Selection",
    author = "Li, Xin  and
      Jiang, Hao  and
      Lin, Weisi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.374/",
    pages = "7892--7915",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yin-etal-2026-syntactic,
    title = "Syntactic-Guided Semantic Attention Matrix Enhancement for Aspect Sentiment Triplet Extraction",
    author = "Yin, Suhao  and
      Guo, Wenyu  and
      Yu, Dong  and
      Xue, Jian  and
      Zhangfengzhen  and
      Song, Yan  and
      Jin, Guoqing  and
      Lv, Ke",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.375/",
    pages = "7916--7935",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{pan-etal-2026-mans,
    title = "A Man{'}s World: Measuring Gender Bias in Occupational Status Judgments with Vision-Language Models",
    author = "Pan, Ronghao  and
      Bernal-Beltran, Tomas  and
      Garc{\'i}a-D{\'i}az, Jos{\'e} Antonio  and
      Valencia-Garc{\'i}a, Rafael",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.376/",
    pages = "7936--7965",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-sun-2026-coverpoison,
    title = "{C}over{P}oison: One-to-Many Knowledge Corruption Attacks on Strictly Black-Box {RAG} Systems",
    author = "Yu, Zihao  and
      Sun, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.377/",
    pages = "7966--7981",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chu-etal-2026-attributing,
    title = "Attributing and Exploiting Safety Vectors through Global Optimization in Large Language Models",
    author = "Chu, Fengheng  and
      Chen, Jiahao  and
      Wang, Yuhong  and
      Wang, Jun  and
      Fu, Zhihui  and
      Ji, Shouling  and
      Dong, Lu  and
      Li, Songze",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.378/",
    pages = "7982--7997",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{feng-etal-2026-beyond,
    title = "Beyond Preference Learning: Response-Preference Disentangled Reinforcement Optimization for Robust Visual Quality Assessment",
    author = "Feng, Zehui  and
      Wang, Weichuan  and
      Chen, Xiaohan  and
      Han, Ting",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.379/",
    pages = "7998--8024",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{pan-etal-2026-making,
    title = "Making Every Verified Token Count: Adaptive Verification for {M}o{E} Speculative Decoding",
    author = "Pan, Lehan  and
      Tao, Ziyang  and
      Wang, Xiao  and
      Zhao, Zhimeng  and
      Wang, Meng  and
      Zhang, Yanyong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.380/",
    pages = "8025--8040",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ye-etal-2026-diagnosis,
    title = "The Diagnosis Is Already in the Notes: A Channel-Wise Audit of Diagnostic Shortcuts in Clinical-Text Benchmarks",
    author = "Ye, Haocun  and
      Jiang, Xinlong  and
      Hu, Yuanyuan  and
      Chen, Shubai  and
      Wu, Tingyu  and
      Zheng, Zhenkun  and
      Yi, Caijiao  and
      Zhang, Teng  and
      Wang, Liuxin  and
      Zhao, Tong  and
      Xu, Heping  and
      Dai, Weiwei  and
      Chen, Yiqiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.381/",
    pages = "8041--8060",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-tosca,
    title = "{T}o{SCA}: Leveraging Hierarchical Reinforcement Learning on Temporal and Strategic Abstractions of Conversational Agents",
    author = "Wang, Xiaoyu  and
      Gu, Qingqing  and
      Zhao, Yue  and
      Chen, Teng  and
      Cao, Yuqi  and
      Chen, Xiaokai  and
      Li, Hongyan  and
      Ji, Luo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.382/",
    pages = "8061--8083",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xiao-etal-2026-learnable,
    title = "Learnable Termination Safeguard: Token-Level Early Termination for Efficient {LLM} Safety Monitoring",
    author = "Xiao, Yulong  and
      Lin, Shanshan  and
      Chen, Chao  and
      Yang, Yizhe  and
      Zhang, Xi  and
      Liao, Xiangwen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.383/",
    pages = "8084--8098",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-entity,
    title = "Entity Blackboard: Structured Agent Memory for Long Document Summarization",
    author = "Liu, Ruyi  and
      Zou, Guanyun  and
      Dai, Hongliang  and
      Li, Piji",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.384/",
    pages = "8099--8114",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-entropyprune,
    title = "{E}ntropy{P}rune: Matrix Entropy Guided Visual Token Pruning for Multimodal Large Language Models",
    author = "Wang, Yahong  and
      Wu, Juncheng  and
      Ni, Zhangkai  and
      Yang, Chengmei  and
      Liu, Yihang  and
      Yang, Longzhen  and
      Zhou, Yuyin  and
      Wen, Ying  and
      He, Lianghua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.385/",
    pages = "8115--8131",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-benchmarking,
    title = "Benchmarking Machine Translation on {C}hinese Social Media Texts",
    author = "Zhao, Kaiyan  and
      Xie, Zheyong  and
      Miao, Zhongtao  and
      Lyu, Xinze  and
      Cao, Shaosheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.386/",
    pages = "8132--8151",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hou-etal-2026-edge,
    title = "{EDGE}: Error Dependency Graph-Guided Multi-Error Attribution in Multi-Agent {LLM} Systems",
    author = "Hou, Jun  and
      Pitre, Priya  and
      Fang, Yi  and
      Wang, Xuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.387/",
    pages = "8152--8191",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zheng-etal-2026-fsa,
    title = "{FSA}-{GRPO}: Teaching Auditory {LLM}s to Use Few-Shot Demonstrations",
    author = "Zheng, Haolong  and
      Wang, Siyin  and
      Fan, Xulin  and
      Jin, Zengrui  and
      Hasegawa-Johnson, Mark A.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.388/",
    pages = "8192--8207",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-trust,
    title = "When Trust Meets Truth: Trust{--}Truth Separability in {LLM}-as-Judge",
    author = "Sun, Xin  and
      Wu, Di  and
      Guo, Yuchen  and
      Pei, Jiahuan  and
      Echizen, Isao  and
      El Ali, Abdallah  and
      Sugawara, Saku",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.389/",
    pages = "8208--8219",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-diverse,
    title = "Diverse Thinking: Breaking Oppositions in Debates to Foster Synergized Reasoning via Multi-Agent Collaboration",
    author = "Huang, Zhaokang  and
      Xu, Yiming  and
      Wang, Tao  and
      Yang, Yu  and
      Hao, Tianyong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.390/",
    pages = "8220--8236",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhu-etal-2026-trust,
    title = "Trust Your Guide Only When Certain: Uncertainty-Aware Sparse Alignment at Inference Time",
    author = "Zhu, Zeen  and
      Li, Zhuo  and
      Guo, Weiyang  and
      Zhao, Liye  and
      Di, Haibing  and
      Wang, Yequan  and
      Li, Jing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.391/",
    pages = "8237--8263",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-aligned,
    title = "Aligned but Flattened: Analyzing the Trade-off between Cultural Alignment and Diversity in {LLM}s",
    author = "Zhang, Jingshen  and
      Xu, Shaoyang  and
      Zhang, Wenxuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.392/",
    pages = "8264--8277",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xiao-etal-2026-cluekv,
    title = "{C}lue{KV}: Self-Guided {KV} Cache Compression via Adaptive Head Prioritization",
    author = "Xiao, Zhuiri  and
      Kai, Jushi  and
      Jiang, Bo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.393/",
    pages = "8278--8300",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-optskills,
    title = "{O}pt{S}kills: Learning Generalizable Optimization Skills from Problem Archetypes via Cluster-Based Distillation",
    author = "Yang, Haochen  and
      Zhao, Ke  and
      Ma, Mengyuan  and
      Lu, Xingyu  and
      Wang, Xiangfeng  and
      Qian, Hong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.394/",
    pages = "8301--8332",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-memmark,
    title = "{MEMMARK}: State-Evolution Attribution Watermarking for Agent Long-Term Memory Systems",
    author = "Zhang, Haobo  and
      Mao, Xutao  and
      Dong, Guangyuan  and
      Li, Ziwei  and
      Su, Xuanbo  and
      Chen, Kaijie  and
      Yang, Jing  and
      Lin, Zheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.395/",
    pages = "8333--8349",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yuan-etal-2026-surveygraph,
    title = "{S}urvey{G}raph: Generating Academic Surveys via Methods-Entity Knowledge Graphs",
    author = "Yuan, Yifan  and
      Zhu, Yancheng  and
      Zhang, Zuoyu  and
      Peng, Xiaogang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.396/",
    pages = "8350--8383",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-survey,
    title = "A Survey of {LLM} Prompt Datasets: Taxonomy, Linguistic Patterns, and Practical Uses",
    author = "Zhang, Yuanming  and
      Lin, Yan  and
      Khan, Arijit  and
      Wan, Huaiyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.397/",
    pages = "8384--8413",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nam-etal-2026-timelyrag,
    title = "{T}imely{RAG}: Semantic-Temporal Hybrid Retrieval for Time-Critical Question Answering in Overlapping-Evolving Documents",
    author = "Nam, Youngeun  and
      Kim, Joeun  and
      Song, Hwanjun  and
      Yoon, Susik  and
      Lee, Jae-Gil  and
      Lee, Byung Suk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.398/",
    pages = "8414--8430",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ji-etal-2026-medragchecker,
    title = "{M}ed{RAGC}hecker: Claim-Level Verification for Biomedical Retrieval-Augmented Generation",
    author = "Ji, Yuelyu  and
      Kwak, Min Gu  and
      Zhang, Hang  and
      Wu, Xizhi  and
      Li, Chenyu  and
      Wang, Yanshan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.399/",
    pages = "8431--8454",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhu-etal-2026-learned,
    title = "Learned Sparse Lexical Representations for Large-scale Authorship Attribution",
    author = "Zhu, Jian  and
      Yuan, Su  and
      Yang, Changbing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.400/",
    pages = "8455--8482",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{you-etal-2026-latent-dreaming,
    title = "Latent Dreaming: Let Language Think Yet Latent See in Driving {VLA}",
    author = "You, Zhixuan  and
      Zhang, Ruixu  and
      Wang, Junjie  and
      Meng, Yuxin  and
      Wu, Lisheng  and
      Zhou, Lei  and
      Kou, Wei-Bin  and
      Yang, Yujiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.401/",
    pages = "8483--8500",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ngoc-etal-2026-continual,
    title = "Continual Graph Memory for Adaptive Recommendation under Intent Drift",
    author = "Ngoc, Hao Nguyen  and
      Nguyen, Tung  and
      Hanh, Nguyen Thi  and
      Hoang, Dinh Thai  and
      Tung, Nguyen Xuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.402/",
    pages = "8501--8517",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-rubric,
    title = "Rubric-as-Experts: Case-Specific {MQM} Rubrics for Translation Error Span Detection",
    author = "Xu, Weilu  and
      Shen, Yunzhi  and
      Wang, Xinye  and
      Dang, Renfei  and
      Huang, Shujian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.403/",
    pages = "8518--8539",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-scambench,
    title = "{SCAMBENCH}: A Multi-Dimensional Scam Benchmark through Human-{AI} Collaborative Data Construction",
    author = "Li, Huaye  and
      Huang, Siyu  and
      Park, Jinkyung Katie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.404/",
    pages = "8540--8563",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{maquiling-kasneci-2026-language,
    title = "The Language of Looking: Motion Tokens Reveal Domain-Dependent Local Structure in Gaze Sequences",
    author = "Maquiling, Virmarie  and
      Kasneci, Enkelejda",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.405/",
    pages = "8564--8581",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-etal-2026-hgp,
    title = "{HGP}: An on-device personalized agent memory via hybrid graph storage",
    author = "Zhou, Ran  and
      Han, Xueming  and
      Liu, Jiaheng  and
      Zhang, Yuyao  and
      Meng, Fanyu  and
      Feng, Junlan  and
      Ren, Yuxiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.406/",
    pages = "8582--8598",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xiao-etal-2026-reverse,
    title = "Reverse Probing: Supervised Token-level Uncertainty Quantification for Large Language Models in Clinical Text",
    author = "Xiao, Bushi  and
      Soni, Sarvesh  and
      Wang, Daisy Zhe",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.407/",
    pages = "8599--8616",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{du-etal-2026-super,
    title = "Super Paths, Better Reasoning: Multi-Hop Knowledge Graphs Reasoning with {LLM} via Super-Path Ranking and Constraint Verification",
    author = "Du, Kunpeng  and
      Zheng, Yuhang  and
      Li, Xiaopeng  and
      Gao, Chen  and
      Wang, Jishu  and
      Zhu, Rui  and
      Zhang, Xuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.408/",
    pages = "8617--8637",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{park-kim-2026-acoustic,
    title = "Not All Acoustic Frames Contribute Equally: Frame-Selective Acoustic Conditioning for Dysarthric {ASR} Correction",
    author = "Park, Gyutae  and
      Kim, Ji-Hwan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.409/",
    pages = "8638--8657",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-explication,
    title = "Explication of Refusal: Jailbreaking {LLM}s by Exploiting Refusal Explanations",
    author = "Xu, Qishen  and
      Jin, Ruochun  and
      Wang, Ting  and
      Cai, Zhongxuan  and
      Chen, Ruxin  and
      Chen, Huan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.410/",
    pages = "8658--8677",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{su-etal-2026-attention,
    title = "When Attention Escapes: Diagnosing and Mitigating Hallucination in Retrieval-Augmented Generation",
    author = "Su, Wencheng  and
      Wang, Qinglong  and
      Ba, Zhongjie  and
      Chu, Zhixuan  and
      Zhong, Zhenyu  and
      Yan, Liu  and
      Ren, Kui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.411/",
    pages = "8678--8696",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zeng-etal-2026-smrc,
    title = "{SMRC}: Aligning Large Language Models with Student Reasoning for Mathematical Error Correction",
    author = "Zeng, BiaoJie  and
      Zhang, Min  and
      Zhou, Juan  and
      Liu, Fengrui  and
      Huang, Ruiyang  and
      Song, YU  and
      Lin, Xin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.412/",
    pages = "8697--8712",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-knowledge,
    title = "When Knowledge Is Not Free: Cost-Aware Evidence Selection in Retrieval-Augmented Generation",
    author = "Wu, Mingyan  and
      Yang, Han  and
      Ben-Porat, Omer  and
      Ziser, Yftah",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.413/",
    pages = "8713--8739",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chowdhury-etal-2026-routing,
    title = "Routing Is Not Enough: Diagnosing Intra-Adapter Subspace Contention in {M}o{E}+{L}o{RA} Fine-Tuning",
    author = "Chowdhury, Mehreen Hossain  and
      Mahjabin, Nowshin  and
      Ruhan, Ahmed Shafin  and
      Hossain, MD Azam  and
      Kamal, Abu Raihan Mostofa  and
      Laskar, Md Tahmid Rahman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.414/",
    pages = "8740--8752",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-etal-2026-0xclaw,
    title = "0x{C}law: Autonomous Open-ended Agents with Phase-aware Budget Allocation and Temporal Pressure",
    author = "Zhou, Yu  and
      Dou, Xinyuan  and
      Cao, Yudong  and
      Song, Junhao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.415/",
    pages = "8753--8769",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{azhar-etal-2026-representation,
    title = "On the Representation Bias of Disabilities in Generative Text-to-Image Models",
    author = "Azhar, Asfandyar  and
      Khan, Zaid  and
      Mandal, Shaurjya  and
      Shah, Nidhish  and
      Youssef, Alaa  and
      Adenaiye, Oluwasanmi  and
      Langlotz, Curtis  and
      Dicianno, Brad",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.416/",
    pages = "8770--8785",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{an-etal-2026-time,
    title = "Time Travel Engine: Ordered Temporal Geometry Enables Era-Level Historical Steering in Large Language Models",
    author = "An, Jingmin  and
      Liu, Wei  and
      Wang, Qian  and
      Fang, Fang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.417/",
    pages = "8786--8812",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-cycleie,
    title = "{C}ycle{IE}: Robust Document Information Extraction through Iterative Verification and Refinement",
    author = "Zhang, Zhengxuan  and
      WU, Yin  and
      Liang, Zhuowen  and
      Wang, Haixun  and
      Luo, Yuyu  and
      Tang, Nan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.418/",
    pages = "8813--8829",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ishimaru-etal-2026-coordinate-structure,
    title = "Coordinate Structure Alignment of Patent Claims by {LLM}s",
    author = "Ishimaru, Tsukasa  and
      Utsuro, Takehito  and
      Nagata, Masaaki",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.419/",
    pages = "8830--8845",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gu-etal-2026-embedding,
    title = "Embedding-space Posterior Calibration for Zero-shot Vision-Language Models",
    author = "Gu, Zaiwang  and
      Xia, Yingzhi  and
      Xu, Yanyu  and
      Yang, Xulei  and
      Cheng, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.420/",
    pages = "8846--8857",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fang-etal-2026-emotions,
    title = "Some Emotions Run Deeper: Layer-wise Probing and Causal Intervention in Large Language Models",
    author = {Fang, Tian  and
      Guibon, Ga{\"e}l  and
      Buscaldi, Davide},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.421/",
    pages = "8858--8876",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-facts,
    title = "Facts Without Rules: Boundary Metadata Collapse in Multi-Agent {LLM} Handoffs",
    author = "Wang, Yian  and
      Goyal, Agam  and
      Chandrasekharan, Eshwar  and
      Sundaram, Hari",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.422/",
    pages = "8877--8899",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kwan-etal-2026-video,
    title = "Video-{MME}-Logical: A Controlled Diagnostic Benchmark for Video Temporal-Logical Reasoning",
    author = "Kwan, Hohin  and
      Li, Hongyu  and
      Zhang, Renrui  and
      Zhang, Manyuan  and
      Kong, Xianghao  and
      Rao, Anyi  and
      Xie, Jiahao  and
      Liu, Si",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.423/",
    pages = "8900--8919",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{deng-etal-2026-sage,
    title = "{S}ag{E}-{QG}: Skill-Aligned and Evidence-Grounded Educational Question Generation via Counterfactual Evidence Reinforcement Learning",
    author = "Deng, Yuqiu  and
      Zhang, Chaoli  and
      Liu, Chenyu  and
      Wei, Xingjun  and
      Zhou, Xinliang  and
      Wang, Zhiguang  and
      Wang, Yanfeng  and
      Li, Haoyang  and
      Wen, Qingsong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.424/",
    pages = "8920--8937",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-rcr,
    title = "{RCR}-Router:Role-Conditioned Context Routing for Resource-Efficient Multi-Agent {LLM} Systems",
    author = "Liu, Jun  and
      Zhao, Pu  and
      Kong, Zhenglun  and
      Zhang, Wenbin  and
      Yang, Fan  and
      Dong, Peiyan  and
      Yang, Changdi  and
      Fan, Wuzhe  and
      Li, Tianqin  and
      Tang, Hao  and
      Yuan, Geng  and
      Niu, Wei  and
      Nanjekye, Joannah  and
      Lin, Xue  and
      Huang, Dong  and
      Wang, Yanzhi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.425/",
    pages = "8938--8963",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{spliethover-etal-2026-cultural,
    title = "Cultural (In)Competence: Investigating Culture-Specific Stereotype Detection Capabilities of {LLM}s",
    author = {Splieth{\"o}ver, Maximilian  and
      L{\"o}tfering, Jannes  and
      Bachmann, Dominik  and
      Espig, Alexander  and
      Zuidema, Willem  and
      Schulz, Katrin  and
      Wachsmuth, Henning},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.426/",
    pages = "8964--8983",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jin-etal-2026-two,
    title = "Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning",
    author = "Jin, Can  and
      Peng, Hongwu  and
      Zhang, Qixin  and
      Zhou, Yang  and
      Tang, Yujin  and
      Che, Tong  and
      Metaxas, Dimitris N.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.427/",
    pages = "8984--9004",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{peter-etal-2026-narrowing,
    title = "Narrowing the Horizon: Quantifying Topic Saliency Shifts in Generative Monoculture",
    author = "Peter, Oriane  and
      Simperl, Elena  and
      Devlin, Kate",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.428/",
    pages = "9005--9031",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-skill-augmented,
    title = "A Skill-augmented Agentic Framework and Benchmark for Multi-Video Understanding",
    author = "Zhang, Yue  and
      Jing, Liqiang  and
      Li, Jia  and
      Tian, Yapeng  and
      Du, Xinya  and
      Guo, Yunhui  and
      Gogate, Vibhav Giridhar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.429/",
    pages = "9032--9057",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{koriagin-etal-2026-model,
    title = "A Model with No Head and Many Thoughts",
    author = "Koriagin, Nikita  and
      Aksenov, Yaroslav  and
      Bredis, George  and
      Gerasimov, Gleb  and
      Balagansky, Nikita  and
      Gavrilov, Daniil",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.430/",
    pages = "9058--9067",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-regulated,
    title = "Regulated Reflection for Efficient Reasoning in Large reasoning language models",
    author = "Wang, Mingqu  and
      Xu, Xinjie  and
      Zou, Yinan  and
      Ye, Qi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.431/",
    pages = "9068--9083",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-etal-2026-parashard,
    title = "{P}ara{S}hard: Knowledge Sharding for Effective Parametric Retrieval-Augmented Generation",
    author = "Zhou, Changjiang  and
      Zhang, Ruqing  and
      Guo, Jiafeng  and
      Zhang, Yingchen  and
      Lv, Fuyu  and
      Cheng, Xueqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.432/",
    pages = "9084--9094",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{le-anh-etal-2026-beyond,
    title = "Beyond Repository Boundaries: Cross-Repository Graph Retrieval for Code Generation",
    author = "Le-Anh, Minh  and
      Hai, Nam Le  and
      Tran, Quyen  and
      Hoang, Anh Nguyen  and
      Van, Linh Ngo  and
      Le, Bach  and
      Bui, Nghi D. Q.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.433/",
    pages = "9095--9114",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{guan-whitehill-2026-transformer,
    title = "Transformer-Encoder Trees for Efficient Multilingual Machine Translation and Speech Translation",
    author = "Guan, Yiwen  and
      Whitehill, Jacob",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.434/",
    pages = "9115--9127",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-beyond,
    title = "Beyond Factual Knowledge: Benchmarking and Learning Step-Level Procedural Rule Reasoning in Large Language Models",
    author = "Yu, Bohan  and
      Cao, Pengfei  and
      Han, Chen  and
      Zhou, Chenxi  and
      Zhang, Zhiheng  and
      Xie, Zhiyang  and
      Teng, Wenhao  and
      Liao, Xiangwen  and
      Zhao, Jun  and
      Liu, Kang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.435/",
    pages = "9128--9152",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kumar-etal-2026-datakernelbench,
    title = "{D}ata{K}ernel{B}ench: Can {LLM}s Optimize Database Queries on {GPU}s?",
    author = "Kumar, Gokul Karthik  and
      Perlitz, Yotam  and
      Lammie, Corey  and
      Giovannini, Andrea  and
      Hose, Katja",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.436/",
    pages = "9153--9168",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qi-etal-2026-trajdebug,
    title = "{TRAJDEBUG}: Tracing Error Lifecycle to Identify Critical Failures in Long-Horizon Agent Trajectories",
    author = "Qi, Yunjia  and
      Yin, Zehua  and
      Shi, Xintong  and
      Peng, Hao  and
      Lu, Songyuanyi  and
      Liu, Yixian  and
      Xuan, Richeng  and
      Yuhong, Lliu  and
      Hu, Zhichao  and
      Wang, Xiaozhi  and
      Hou, Lei  and
      Xu, Bin  and
      Li, Juanzi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.437/",
    pages = "9169--9192",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{han-etal-2026-synthetic,
    title = "Synthetic Mixed Training: Scaling Parametric Knowledge Acquisition Beyond {RAG}",
    author = "Han, Seungju  and
      Kim, Konwoo  and
      Park, Chanwoo  and
      Newman, Benjamin  and
      Kotha, Suhas  and
      Jung, Jaehun  and
      Zou, James  and
      Choi, Yejin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.438/",
    pages = "9193--9211",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-self-evaluation,
    title = "Self-Evaluation Is Already There: Eliciting Latent Judge Calibration in Base {LLM}s with Minimal Data",
    author = "Zhang, XiuYu  and
      Shan, Yi  and
      Fang, Junfeng  and
      Liang, Zhenkai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.439/",
    pages = "9212--9228",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{luo-etal-2026-fedling,
    title = "{F}ed{L}ing: Linguistic-Structure-Aware Federated Learning for Fair Multilingual {LLM} Adaptation",
    author = "Luo, Xiaorui  and
      Yin, Hongbo  and
      Chen, Ziyu  and
      Zhang, Yin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.440/",
    pages = "9229--9247",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{umair-de-ruiter-2026-using,
    title = "Using Semantic Uncertainty to Estimate Transition Relevance in Turn-Taking",
    author = "Umair, Muhammad  and
      de Ruiter, Jan P.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.441/",
    pages = "9248--9268",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{imperial-etal-2026-complexitymt,
    title = "{C}omplexity{MT}: Benchmarking the Interaction Between Text Complexity and Machine Translation",
    author = "Imperial, Joseph Marvin  and
      Liang, Junhong  and
      Shoer, Belal  and
      Barayan, Abdullah  and
      Wilkens, Rodrigo  and
      Mussa, Omar  and
      Knight, Dawn  and
      Ribeiro, Eug{\'e}nio  and
      Kochmar, Ekaterina  and
      Vajjala, Sowmya  and
      Alva-Manchego, Fernando  and
      Tayyar Madabushi, Harish",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.442/",
    pages = "9269--9283",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ji-etal-2026-unveiling,
    title = "Unveiling Sentiment Representations in Code-{LLM}s",
    author = "Ji, Yongyi  and
      Chen, Fuxiang  and
      Choo, Jaegul  and
      Hwang, Seung-Won  and
      Liu, Lu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.443/",
    pages = "9284--9314",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-dvbench,
    title = "{DVB}ench: Benchmarking {MLLM}s for Understanding Dynamic Charts and Narratives in Data Videos",
    author = "Wang, Bomiao  and
      Shao, Zekai  and
      Lan, Jiexiang  and
      Fu, Xiaoliang  and
      Zeng, Xingchen  and
      Chen, Siming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.444/",
    pages = "9315--9338",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ma-etal-2026-ddcg,
    title = "{DDCG}: Decoupled Dual-Critic Guidance for Embodied Agents",
    author = "Ma, Shaojin  and
      Zhang, Min  and
      Tang, Hongyao  and
      Wang, Ruitao  and
      Hao, Jianye  and
      Zheng, Yan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.445/",
    pages = "9339--9360",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-tools,
    title = "When Tools Hurt {LLM} Reasoning: State-Dependent Belief Revision under External Evidence",
    author = "Zhao, Yufeng  and
      Liu, Junnan  and
      Liu, Hongwei  and
      Zhu, Dongsheng  and
      Shen, Yuan  and
      Zhang, Songyang  and
      Chen, Kai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.446/",
    pages = "9361--9385",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-clawbench,
    title = "{C}law{B}ench: Can {AI} Agents Complete Everyday Online Tasks?",
    author = "Zhang, Yuxuan  and
      Wang, Yubo  and
      Zhu, Yipeng  and
      Du, Penghui  and
      Miao, Junwen  and
      Lu, Xuan  and
      Li, Zhuofeng  and
      Qu, Xingwei  and
      Guo, Zhengkang  and
      Shen, Yuanzhe  and
      Song, Dingjie  and
      Zhou, Han  and
      Zheng, Tuney  and
      Wu, Xian  and
      Yu, Hao  and
      Cai, Songcheng  and
      Lu, Yi  and
      Hao, Yunzhuo  and
      Lei, Minyi  and
      Chen, Liang  and
      Zou, Kai  and
      Yin, Huifeng  and
      XU, Wendong  and
      Jiang, Dongfu  and
      Nie, Ping  and
      Liu, Jiaheng  and
      Chen, Wenhu  and
      Allen, Kelsey R",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.447/",
    pages = "9386--9408",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-rewardcode,
    title = "{R}eward{C}ode: Training Generalist Code Reward Model via Pairwise Reinforcement Learning",
    author = "Huang, Songtao  and
      Feng, Shiyang  and
      He, Xiaohan  and
      Yan, Xiangchao  and
      Zhang, Bo  and
      Bai, Lei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.448/",
    pages = "9409--9431",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ceccatelli-etal-2026-speechjbb,
    title = "{S}peech{JBB}: Probing Safety Alignment and Comprehension in Large Audio Language Models under Code-Switched Speech",
    author = "Ceccatelli, Virginia  and
      Jeon, Yejin  and
      Adelani, David Ifeoluwa",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.449/",
    pages = "9432--9447",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-e2a,
    title = "{E}2{A}-Bench: Benchmarking Evidence-to-Action Reliability in Financial Chart Reasoning",
    author = "Wang, Xiaoya  and
      Xu, Yutong  and
      Wang, Junjie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.450/",
    pages = "9448--9465",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-hierdiff,
    title = "{H}ier{D}iff: Enhancing Large Language Models for Commit Message Generation with Hierarchical Diff Information",
    author = "Sun, Jinrui  and
      Jia, Tong  and
      He, Minghua  and
      Li, Ying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.451/",
    pages = "9466--9480",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zeng-etal-2026-pruning,
    title = "Pruning the Unsurprising: Efficient {LLM} Reasoning via First-Token Surprisal",
    author = "Zeng, Wenhao  and
      Hu, Chao  and
      Wang, Yaoning  and
      Shi, Yuling  and
      Wan, Chengcheng  and
      Zhang, Hongyu  and
      Gu, Xiaodong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.452/",
    pages = "9481--9499",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-unifying,
    title = "Unifying Conformal Language Tasks with In-Context Ensembles",
    author = "Huang, Xiao Shi  and
      Lin, Chen-Yuan  and
      Kuwahara, Bruce  and
      Leung, Kin Kwan  and
      Cresswell, Jesse C.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.453/",
    pages = "9500--9532",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lopez-etal-2026-sga,
    title = "{SGA}: Plug {\&} Play Geometric Verification for Educational Video Synthesis",
    author = "Lopez, Jhon  and
      Hinojosa, Carlos  and
      Ghanem, Bernard",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.454/",
    pages = "9533--9549",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-etal-2026-st,
    title = "{ST}-Lite: Training-Free {KV} Cache Compression with Spatio-Trajectory Guidance for Long-Horizon {GUI} Agents",
    author = "Zhou, Bowen  and
      Xu, Zhou  and
      Li, Wanli  and
      Xiao, Jingyu  and
      Gan, Pingan  and
      Wang, Haoqian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.455/",
    pages = "9550--9586",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-just,
    title = "Not Just Reason, Not Just Scan: Reinforcement Learning for Proactive Scientific Error Verification over Academic Papers",
    author = "Li, Rongjin  and
      Liu, Yuanxin  and
      Zhou, Hao  and
      Meng, Fandong  and
      Zhou, Jie  and
      Sun, Xu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.456/",
    pages = "9587--9609",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-demystifying,
    title = "Demystifying Hidden-State Recurrence: Switchable Latent Reasoning with On-Policy Reinforcement Learning",
    author = "Yang, Jiayu  and
      Chen, Chao  and
      Wu, Shengen  and
      Liu, Yinhong  and
      Fan, Yuxuan  and
      Li, Lujundong  and
      Lai, Songning  and
      Qin, Chengwei  and
      Guo, Zhijiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.457/",
    pages = "9610--9626",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ji-etal-2026-speculate,
    title = "Speculate While You Reason: Teaching Agents to Predict Their Next Tool Call via Joint Agent{--}Speculator {RL}",
    author = "Ji, Jiabao  and
      Liu, Yujian  and
      An, Li  and
      Jain, Rohit  and
      Polatkan, Gungor  and
      Zhu, Siyu  and
      Chang, Shiyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.458/",
    pages = "9627--9642",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-post,
    title = "Can Post-Training Turn {LLM}s into Good Medical Coders? An Empirical Study of Generative {ICD} Coding",
    author = "Wang, Ziqing  and
      Li, Weihao  and
      Chen, Shijie  and
      Luo, Yuan  and
      Ding, Kaize",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.459/",
    pages = "9643--9658",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{han-etal-2026-charm,
    title = "{CHARM}: Character Hallucination for Multicultural Role Play Benchmark",
    author = "Han, Sunkyung  and
      Park, Nahyeon  and
      Seo, Gaeun  and
      Yoon, Seunghyun  and
      Bak, JinYeong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.460/",
    pages = "9659--9674",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lianhai-gong-2026-compressing,
    title = "Compressing Only What Is Compressible: Memory-Efficient Multiscale Muon via Selective Low-Rank Projection",
    author = "Lianhai, Ren  and
      Gong, Yeyun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.461/",
    pages = "9675--9692",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-proactis,
    title = "{P}ro{A}ct{IS}: Boosting {LLM}s' Proactive Information Seeking in Dynamic Clinical Workflows with a Lightweight Exam Proposer",
    author = "Zhang, Ruiyang  and
      Feng, Yushi  and
      Peng, Liang  and
      Yu, Lequan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.462/",
    pages = "9693--9709",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-systematic,
    title = "A Systematic Review of Analogy Generation and Evaluation: Methods, Metrics, and Challenges",
    author = "Wu, Shutong  and
      Zhang, Tianyu  and
      Wang, Hecong  and
      Lu, Yang  and
      Yang, Jiankun  and
      Tang, Jiamu  and
      Bai, Zhen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.463/",
    pages = "9710--9734",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{duan-etal-2026-mechanistic,
    title = "Mechanistic Interpretability for Understanding Language Abilities in Large Language Models: A Survey",
    author = "Duan, Xufeng  and
      Yao, Zhaoqian  and
      Zhou, Xinyu  and
      Fu, Zihao  and
      Kan, Beijia  and
      Wang, Yibo  and
      Xiao, Bei  and
      Zhang, Hengyuan  and
      Tang, Xuemei  and
      Nie, Ercong  and
      Cai, Zhenguang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.464/",
    pages = "9735--9759",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jia-etal-2026-tokens,
    title = "Which Tokens Should {SFT} Actually Learn? A Token-Trimming Perspective on Mathematical Reasoning",
    author = "Jia, Yaning  and
      Zhang, Chunhui  and
      Xu, Wenxuan  and
      Diao, Xingjian  and
      Wang, Xiaoyuan  and
      Vosoughi, Soroush",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.465/",
    pages = "9760--9773",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lam-2026-useful,
    title = "How Useful are {LLM}s for Grammar Engineering? {C}antonese {P}ar{G}ram Resources and Controlled Experimental Evaluation with {E}nglish Baselines",
    author = "Lam, Chit-Fung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.466/",
    pages = "9774--9791",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gan-etal-2026-text,
    title = "Text-to-(Single-or-Multi)-{SQL}: Bridging Real-World Needs with Spider$\mathbb{S}$",
    author = "Gan, Yujian  and
      Ouyang, Xuan  and
      Lin, Yuxi  and
      Zhang, Zhilin  and
      Xie, Jinxia  and
      Routsis, Vassilis",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.467/",
    pages = "9792--9821",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jojic-etal-2026-dont,
    title = "Don{'}t Just Look, Intervene: Perturbation Based Region Labeling for {VQA} Images",
    author = "Jojic, Marko  and
      Li, Zhaonan  and
      Zhou, Ben",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.468/",
    pages = "9822--9835",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{amrollahi-etal-2026-faithful,
    title = "Faithful Autoformalization via Roundtrip Verification and Repair",
    author = "Amrollahi, Daneshvar  and
      Lopez, Jerry  and
      Barrett, Clark",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.469/",
    pages = "9836--9852",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-critics,
    title = "Critic{'}s Eye: Review-Grounded Graph Reasoning for Long-Form Motif Discovery",
    author = "Sun, Xinyu  and
      Yin, Zhangyue  and
      Wang, Xin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.470/",
    pages = "9853--9869",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-skillrubricsrl,
    title = "{S}kill{R}ubrics{RL}: Evolving Skill-Grounded Agents with Rubric-Guided Reinforcement Learning",
    author = "Huang, Zihe  and
      Pan, Jianfei  and
      Zhang, YiFan  and
      Chen, Tao  and
      Lin, Jinghao  and
      Ruan, Kai  and
      Xu, Xiucheng  and
      Yao, Jian  and
      He, Yijun  and
      Yang, Haihua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.471/",
    pages = "9870--9885",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gautam-etal-2026-consistency,
    title = "Consistency Training Along the Transformer Stack",
    author = "Gautam, Sukrati  and
      Shah, Neil  and
      Dhoot, Arav  and
      Maruyama, Bryan  and
      Wei, Caroline  and
      Kapoor, Rohan  and
      Sidey, Robert  and
      Gupta, Prakhar  and
      Huang, Zi Cheng  and
      Africa, David Demitri",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.472/",
    pages = "9886--9924",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-seeing-agreeing,
    title = "Seeing Before Agreeing: Aligning Multi-Agent Consensus with Visual Evidence",
    author = "Wang, Yuhan  and
      Chang, Shuochen  and
      Feng, Yalin  and
      Ma, Dongsheng  and
      Li, Yuanzi  and
      Wang, Zhengren  and
      Yang, Yinglong  and
      Chen, Yufei  and
      Wang, Yikang  and
      Sun, Shaoxu  and
      Zhang, Wentao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.473/",
    pages = "9925--9952",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{feng-etal-2026-benchmarking,
    title = "Benchmarking Large Language Models for Adaptive Information Acquisition and Diagnosis with Sequentially Revealed Inpatient Records",
    author = "Feng, Huawei  and
      Shi, Dongsheng  and
      Wang, Linlin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.474/",
    pages = "9953--9964",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-feedback,
    title = "Feedback as a Guide: Enhancing {LLM} Comprehension of {M}odern {C}hinese Poetry",
    author = "Wang, Shanshan  and
      Wong, Derek F.  and
      Luo, Jiebo  and
      Yao, Jingming  and
      Chao, Lidia S.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.475/",
    pages = "9965--9986",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bai-etal-2026-candidate,
    title = "Candidate Pool Design for Safer Preference-Based Post-Training of {LLM} Companion Chatbots",
    author = "Bai, Yuzhe  and
      Cheng, Jia  and
      Liu, Yunzhe",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.476/",
    pages = "9987--10000",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{prabhakar-etal-2026-policy,
    title = "On-Policy Distillation Meets Off-Policy {GRPO}: Training Compact Instruction-Following Rerankers",
    author = "Prabhakar, Vignesh  and
      Pan, Jialing  and
      Ankisettipalli, Anil Babu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.477/",
    pages = "10001--10027",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{pearson-etal-2026-probing,
    title = "Probing Negation Understanding in Vision-Language Models With Object Attention",
    author = "Pearson, Beth  and
      Wray, Michael  and
      Lewis, Martha",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.478/",
    pages = "10028--10045",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lai-huang-2026-multimodal,
    title = "Do Multimodal {LLM}s See Before They Read? Diagnosing Contextual Sycophancy",
    author = "Lai, Yi-Cheng  and
      Huang, Hen-Hsen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.479/",
    pages = "10046--10067",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-code,
    title = "{C}ode-{A}1: Adversarial Evolving of Code {LLM} and Test {LLM} via Reinforcement Learning",
    author = "Wang, Aozhe  and
      Yan, Yuchen  and
      Zhou, Nan  and
      Lu, Zhengxi  and
      Zhao, Hong  and
      Fu, Yao  and
      Jiang, Weihao  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.480/",
    pages = "10068--10089",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hosain-etal-2026-hi,
    title = "{HI}-{REASO}: A Multi-Level Multi-Faceted {H}indi Mathematical Evaluation Suite for Foundation Models",
    author = "Hosain, Md Tanzib  and
      Gupta, Rajan Das  and
      Tripty, Zannatul Fardaush  and
      Morol, Md Kishor",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.481/",
    pages = "10090--10112",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nian-etal-2026-dog,
    title = "{DOG}-{DPO}:Dynamic Optimization in Geometry for Safety Alignment",
    author = "Nian, Yi  and
      Yang, Tiankai  and
      Zhang, Yudi  and
      Pan, QI  and
      Xu, Zelong  and
      Zhu, Shenzhe  and
      Luan, Qingqing  and
      Huang, Yue  and
      Zhang, Xiangliang  and
      Zhao, Yue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.482/",
    pages = "10113--10130",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jiang-etal-2026-svr,
    title = "{SVR}-{MAD}: A {B}ayesian-Inspired Framework for Posterior-Guided Multi-Agent Debate",
    author = "Jiang, Weifan  and
      Shahout, Rana  and
      Li, Minghao  and
      Qi, Zhenting  and
      Du, Yilun  and
      Mitzenmacher, Michael  and
      Yu, Minlan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.483/",
    pages = "10131--10140",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-harnessbridge,
    title = "{H}arness{B}ridge: Learnable Bidirectional Controller for {LLM} Agent Harness",
    author = "Wang, Xiaoxuan  and
      Wang, Haixin  and
      Taylor, Alexander K  and
      Cong, Jason  and
      Sun, Yizhou  and
      Wang, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.484/",
    pages = "10141--10167",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-swe,
    title = "{SWE}-Edit: Rethinking Code Editing for Efficient {SWE}-Agent",
    author = "Zhang, Yikai  and
      Pei, Jiaxin  and
      Li, Kenan  and
      Jin, Qirui  and
      Wang, Maoquan  and
      Pan, Jin  and
      Kang, Yu  and
      Fu, Shengyu  and
      Nallipogu, Elsie  and
      Hu, Junjie  and
      Huang, Yufan  and
      Jin, Zijian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.485/",
    pages = "10168--10185",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wei-etal-2026-predicting,
    title = "Predicting {LLM} Training and Inference Runtime: A Survey of Methods, Datasets, and Open Challenges",
    author = "Wei, Kangda  and
      Bi, Ziqian  and
      Molakalapalli, Ashish  and
      Duan, Haonan  and
      Zou, Xiaowei  and
      Du, Vincent  and
      Carter, Alex  and
      Huang, Ruihong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.486/",
    pages = "10186--10203",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kandala-etal-2026-flame,
    title = "{FLAME}: A New Dataset on {FL}emish Accounts of Momentary Experiences",
    author = "Kandala, Ratna  and
      Vanhasbroeck, Niels  and
      Hoemann, Katie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.487/",
    pages = "10204--10219",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-rewardpartial,
    title = "{R}eward{P}artial: A Completion Potential Evaluation Framework for Truncated Best-of-N Paradigm",
    author = "Wang, Xin  and
      Wang, Yidong  and
      Wang, Qiufeng  and
      Jia, Bo  and
      Niu, Yilin  and
      Tang, Jie  and
      Wang, Cunxiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.488/",
    pages = "10220--10234",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-etcon,
    title = "{E}t{C}on: Edit then Consolidate for Reliable Knowledge Editing",
    author = "Li, Ruilin  and
      Wang, Yibin  and
      Zhu, Wenhong  and
      Zhang, JingHao  and
      Li, Chenglin  and
      Li, Chenliang  and
      Yan, Junchi  and
      Wang, Jiaqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.489/",
    pages = "10235--10256",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{maccoby-wang-2026-redact,
    title = "{RED}a{CT}: Collapse-Free Unlearning in Large Reasoning Models",
    author = "Maccoby, Joshua  and
      Wang, Wendy Hui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.490/",
    pages = "10257--10275",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{luo-etal-2026-harness,
    title = "Your Harness is Not Secure: Benchmarking Real-world Threat of Command Line Interface Agent",
    author = "Luo, Weidi  and
      Zhang, Qiming  and
      Lu, Tianyu  and
      Liu, Xiaogeng  and
      Hu, Bin  and
      Chun, Chiu Hung  and
      Ma, Siyuan  and
      Zhang, Yizhe  and
      Xiao, Xusheng  and
      Cao, Yinzhi  and
      Xiang, Zhen  and
      Xiao, Chaowei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.491/",
    pages = "10276--10312",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-yang-2026-sats,
    title = "{SATS} : Scenario-Anchored Topology-Inspired Structural Scoring",
    author = "Kim, Dohyeon  and
      Yang, Jihoon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.492/",
    pages = "10313--10332",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-contextual,
    title = "Contextual Causality with Large Language Models: A Survey",
    author = "Zhao, Yiheng  and
      Yan, Jun  and
      Hu, Chengming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.493/",
    pages = "10333--10348",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cui-etal-2026-llms-exhibit,
    title = "Do {LLM}s Exhibit Coherent Knowledge Structures in Mathematical Reasoning? A Perspective from Knowledge Space Theory",
    author = "Cui, Peng  and
      Do, Heejin  and
      Sachan, Mrinmaya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.494/",
    pages = "10349--10362",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-tipcoder,
    title = "{T}ip{C}oder: Reinforcement Learning Boosted Test-time Instruction Proposer for Code Generation",
    author = "Chen, Minyu  and
      Wu, Sihao  and
      Wu, Ling-I  and
      Qin, Song  and
      Li, Jingyang  and
      Ning, Lei  and
      Xue, Jianxin  and
      Li, Guoqiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.495/",
    pages = "10363--10377",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liang-etal-2026-cd4lm,
    title = "{CD}$^4${LM}: Consistency Distillation and a{D}aptive Decoding for Diffusion Language Models",
    author = "Liang, Yihao  and
      Wang, Ze  and
      Sun, Ximeng  and
      Liu, Jiang  and
      Wu, Jialian  and
      Chen, Hao  and
      Yu, Xiaodong  and
      Barsoum, Emad  and
      Liu, Zicheng  and
      Jha, Niraj",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.496/",
    pages = "10378--10410",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{meng-etal-2026-sse,
    title = "{SSE}-Bio: A Structured Self-Evolving Agent with Agentic Retrieval Policy for Multi-Hop Biomedical Reasoning",
    author = "Meng, Zhaohan  and
      Meng, Zaiqiao  and
      Liu, Siwei  and
      Xu, Hao  and
      Yuan, Ke  and
      Ounis, Iadh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.497/",
    pages = "10411--10430",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-correctness,
    title = "Correctness Forensics for Batch Speculative Decoding: Diagnosing the Ragged Tensor Problem",
    author = "Zhang, Ranran Haoran  and
      Dey, Soumik  and
      Mishra, Ashirbad  and
      Wu, Hansi  and
      Li, Binbin  and
      Zhang, Rui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.498/",
    pages = "10431--10447",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-skillforge,
    title = "{S}kill{F}orge: Evolving Verifiable Skills for Reinforcement Learning Agents",
    author = "Yang, Shidong  and
      Ma, Ziyu  and
      Huang, Tongwen  and
      Wang, Xucong  and
      Li, Renda  and
      Hu, Yiming  and
      Wang, Yong  and
      Chu, Xiangxiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.499/",
    pages = "10448--10469",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{garaev-etal-2026-sharp,
    title = "{SHARP}: Span-level Hallucination Annotation for Reasoning Paths in Generated Mathematical Solutions",
    author = "Garaev, Timofey  and
      Gorokhovik, Makar  and
      Korotkov, Alexey  and
      Savkin, Maksim  and
      Vizilter, Iurii  and
      Savchenko, Andrey",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.500/",
    pages = "10470--10487",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sultan-etal-2026-reliable,
    title = "Reliable Proof Generation with {LLM}s via Analogical Retrieval and Symbolic Verification: A Case Study in {E}uclidean Geometry",
    author = "Sultan, Oren  and
      Stern, Eitan  and
      Shahaf, Dafna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.501/",
    pages = "10488--10506",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nguyen-etal-2026-seataubench,
    title = "{SEAT}au{B}ench: Progressively Adapting Tool-Agent-User Evaluation Into Low-Resource {S}outheast {A}sian Languages",
    author = "Nguyen, My Chiffon  and
      Adila, Aulia  and
      Ruangtanusak, Saksorn  and
      Leesombatwathana, Kittiphat  and
      Lim, Vissuta Gunawan  and
      Payoungkhamdee, Patomporn  and
      Cahyawijaya, Samuel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.502/",
    pages = "10507--10543",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-2026-defendant,
    title = "When Does Defendant Statement Matter? A Study of Bias and Persuasion in {LLM}-Simulated Jurors",
    author = "Wu, Cho-Ying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.503/",
    pages = "10544--10562",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bayazit-etal-2026-lingua,
    title = "Lingua Franca or Probing Artifact? Rethinking Latent Language in Multilingual {LLM}s",
    author = "Bayazit, Deniz  and
      AlKhamissi, Badr  and
      Bosselut, Antoine",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.504/",
    pages = "10563--10583",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ye-etal-2026-large,
    title = "Can Large Language Models Uncover the Structure of Social Opinions?",
    author = "Ye, Chongrui  and
      Liu, Yuxiang  and
      Yu, Haofei  and
      Liu, Jiayu  and
      You, Jiaxuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.505/",
    pages = "10584--10606",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cao-2026-chain,
    title = "Chain-of-Alpha: Unleashing the Power of Large Language Models for Alpha Mining in Quantitative Trading",
    author = "Cao, Lang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.506/",
    pages = "10607--10623",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-etal-2026-timlmembench,
    title = "{T}iml{M}em{B}ench: A Diagnostic Benchmark for Governed Use of Long-Term Memory in Dialogue Agents",
    author = "Zhou, Fangxing  and
      Sun, Yifei  and
      Li, Jiachen  and
      Xu, Jinyu  and
      Wang, Yuhan  and
      Li, Ruixin  and
      Xie, Qing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.507/",
    pages = "10624--10638",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-preference-shapes,
    title = "Preference Shapes Relevance: Cross-component Hierarchical Semantic Alignment for Personalized Generative Retrieval",
    author = "Zhang, Gaoming  and
      Jiang, Angqing  and
      Song, Jianchun  and
      Qi, Kena  and
      Chen, Dayao  and
      Lin, Wei  and
      Lian, Defu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.508/",
    pages = "10639--10660",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{khurana-etal-2026-subjectivity,
    title = "Not All Subjectivity Is the Same! Defining Desiderata for the Evaluation of Subjectivity in {NLP}",
    author = "Khurana, Urja  and
      van der Meer, Michiel T.  and
      Liscio, Enrico  and
      Fokkens, Antske  and
      Murukannaiah, Pradeep K.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.509/",
    pages = "10661--10679",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ai-etal-2026-learning,
    title = "Learning What Matters: End-to-End Adaptive Calibration Data Selection for {LLM} Pruning",
    author = "Ai, Mengting  and
      Chen, Sirui  and
      He, Xinrui  and
      Zarekarizi, Maggie  and
      Weldemariam, Kommy  and
      He, Jingrui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.510/",
    pages = "10680--10699",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chang-li-2026-causal,
    title = "Causal Head Gating: Separating Visual Evidence and Knowledge Priors for Hallucination Mitigation in Multimodal {LLM}s",
    author = "Chang, Jiale  and
      Li, Ying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.511/",
    pages = "10700--10714",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-bhattacharjee-2026-author,
    title = "Author-Stigmatising Hazards in {LLM}-Generated Literary Translation: Evaluation and Mitigation through Danmei-{EPV}",
    author = "Zhang, Yin  and
      Bhattacharjee, Deblina",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.512/",
    pages = "10715--10733",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-etal-2026-exploring,
    title = "Exploring Agentic Tool-Calling Decisions via Uncertainty-Aligned Reinforcement Learning",
    author = "Zhou, Yijin  and
      Zeng, Linqian  and
      Lu, Xiaoya  and
      Xie, Wenyuan  and
      Liu, Dongrui  and
      Yan, Junchi  and
      Shao, Jing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.513/",
    pages = "10734--10756",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{abdelnabi-etal-2026-llmail,
    title = "{LLM}ail-Inject: A Dataset from a Realistic Adaptive Prompt Injection Challenge",
    author = "Abdelnabi, Sahar  and
      Fay, Aideen  and
      Salem, Ahmed  and
      Zverev, Egor  and
      Liao, Kai-Chieh  and
      Liu, Chi-Huang  and
      Kuo, Chun Chih  and
      Weigend, Jannis  and
      Manlangit, Danyael  and
      Apostolov, Alex  and
      Umair, Haris  and
      Donato, Jo{\~a}o  and
      Kawakita, Masayuki  and
      Mahboob, Athar  and
      Bach, Tran Huu  and
      Chiang, Tsun-Han  and
      Cho, Myeongjin  and
      Choi, Hajin  and
      Kim, Byeonghyeon  and
      Lee, Hyeonjin  and
      Pannell, Benjamin  and
      McCauley, Conor  and
      Russinovich, Mark  and
      Paverd, Andrew  and
      Cherubin, Giovanni",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.514/",
    pages = "10757--10797",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-llms-change,
    title = "Do {LLM}s Change Their Minds Like Humans? Diagnosing Human{--}{LLM} Divergence in Single-Turn Persuasion Judgments",
    author = "Chen, Lin  and
      Chen, Yitong  and
      Li, Yong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.515/",
    pages = "10798--10815",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-jailbreaking,
    title = "Jailbreaking Jailbreaks: A Proactive Defense for {LLM}s",
    author = "Zhao, Weiliang  and
      Ben-Levi, Daniel  and
      Peng, Jinjun  and
      Yu, Zhou  and
      Yang, Junfeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.516/",
    pages = "10816--10837",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xie-etal-2026-slimsearcher,
    title = "{S}lim{S}earcher: Training Efficiency-Aware Web Agents via Adaptive Reward Gating",
    author = "Xie, Zequn  and
      Wang, Junjie  and
      Yang, Dan  and
      Feng, Jie  and
      Shen, Yue  and
      Wang, Jian  and
      Gu, Jinjie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.517/",
    pages = "10838--10853",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-ruleweaver,
    title = "{R}ule{W}eaver: Benchmarking Rule-Centered Scenario Reasoning for Large Language Models",
    author = "Yu, Bohan  and
      Li, Shi-Yang  and
      Cao, Pengfei  and
      Zhao, Jun  and
      Liu, Kang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.518/",
    pages = "10854--10878",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{meng-etal-2026-graphmed,
    title = "{G}raph{M}ed-{LT}: Patient-Specific Graph Memory with Latent Clinical Thought Refinement for Multi-Turn Medical Conversations",
    author = "Meng, Zhaohan  and
      Meng, Zaiqiao  and
      Liu, Siwei  and
      Xu, Hao  and
      Yuan, Ke  and
      Ounis, Iadh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.519/",
    pages = "10879--10897",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cao-etal-2026-optimal,
    title = "Optimal Transport Depth Up-Scaling",
    author = "Cao, Mingzi  and
      Wang, Xi  and
      Aletras, Nikolaos",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.520/",
    pages = "10898--10913",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lim-etal-2026-reasoning,
    title = "Do Reasoning Representations Help Humans Evaluate {LLM} Outputs?",
    author = "Lim, Jaewoo  and
      Shin, Sungbok  and
      Hong, Sanghyun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.521/",
    pages = "10914--10932",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{borkakoty-etal-2026-drip,
    title = "{DRIP}-{R}: A Benchmark for Decision-Making and Reasoning Under Real-World Policy Ambiguity in the Retail Domain",
    author = "Borkakoty, Hsuvas  and
      Pohl, Sebastian  and
      Wang, Cheng  and
      Chen, Bei  and
      Hou, Yufang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.522/",
    pages = "10933--10961",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{che-etal-2026-mmg2skill,
    title = "{MMG}2{S}kill: Can Agents Distill In-the-Wild Guides into Self-Evolving Skills?",
    author = "Che, Xinyu  and
      Xiong, Junqi  and
      Ge, Yunfei  and
      Lei, Xinping  and
      Li, Shihao  and
      Yan, Hang  and
      Li, Han  and
      Zhang, Yuanxing  and
      Bai, Zhiqi  and
      Hao, Jinghua  and
      Sun, Ming  and
      Li, Han  and
      Liu, Jiaheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.523/",
    pages = "10962--10992",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-relayllm,
    title = "{R}elay{LLM}: Efficient Reasoning via Collaborative Decoding",
    author = "Huang, Chengsong  and
      Zheng, Tong  and
      Huang, Langlin  and
      Li, Jinyuan  and
      Liu, Haolin  and
      Huang, Jiaxin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.524/",
    pages = "10993--11012",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-scarv,
    title = "{SCARV}: Structure-Constrained Aggregation for Stable Sample Ranking in Redundant {NLP} Datasets",
    author = "Wu, Feiyu  and
      Zheng, Xu  and
      Wang, Zhuocheng  and
      Dai, YIMing  and
      LI, Hui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.525/",
    pages = "11013--11035",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-cova,
    title = "{C}o{VA}-{SFT}: A Large-Scale Dataset for Chain of Visual Abstractions",
    author = "Wu, Tsung-Han  and
      Lee, Heekyung  and
      Ji, Anya  and
      Chen, Haoming  and
      Darrell, Trevor  and
      Gonzalez, Joseph E.  and
      Chan, David M.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.526/",
    pages = "11036--11051",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-retain,
    title = "When Retain Constraints Conflict: Mitigating Forget{--}Retain Interference in Tabular Data",
    author = "Liu, Zijie  and
      Duan, Jinhao  and
      Shang, Bingqi  and
      An, Xinming  and
      Liu, Sijia  and
      Chen, Tianlong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.527/",
    pages = "11052--11065",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mahmood-etal-2026-representation,
    title = "Representation-Aware Unlearning via Activation Signatures: From Suppression to Entity-Signature Attenuation",
    author = "Mahmood, Syed Naveed  and
      Bhuiyan, Md Rezaur Rahman  and
      Zaman, Tasfia  and
      Khondaker, Jareen Tasneem  and
      Sakib, Md. Sameer  and
      Wadith, K. M. Shadman  and
      Tasnim, Nazia  and
      Sadeque, Farig",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.528/",
    pages = "11066--11087",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ansari-etal-2026-reasoning,
    title = "Reasoning Well, Judging Poorly: Theory of Mind Scaffolding Exposes the Limits of {LLM} Persuasion Judges",
    author = "Ansari, Baktash  and
      Dewan, Mouly  and
      Mashhadi, Afra",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.529/",
    pages = "11088--11109",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-cuadebug,
    title = "{CUAD}ebug: Diagnosing and Repairing Computer-Use Agent Failures",
    author = "Zhang, Weijia  and
      Zhu, Kunlun  and
      Liu, Zeyi  and
      Chen, Yinting  and
      Ma, Tianyi  and
      Liu, Jiateng  and
      Zhang, Jiaxun  and
      Li, Bingxuan  and
      Lu, Pan  and
      Tang, Xiangru  and
      Ji, Heng  and
      You, Jiaxuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.530/",
    pages = "11110--11135",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{arthur-2026-thinking,
    title = "Thinking effort aligns between humans and reasoning models in abductive reasoning",
    author = "Arthur, Henry",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.531/",
    pages = "11136--11149",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dies-etal-2026-epistemic,
    title = "Epistemic Familiarity is Associated With Belief Stability in Large Language Models",
    author = "Dies, Samantha  and
      Maynard, Courtney  and
      Savcisens, Germans  and
      Eliassi-Rad, Tina",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.532/",
    pages = "11150--11175",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-evaluating-criterion,
    title = "Evaluating Criterion-Conditioned Behaviour of Large Language Models in Content Moderation",
    author = "Zhang, Danting  and
      Peng, Bei  and
      Loftin, Robert",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.533/",
    pages = "11176--11197",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{peng-etal-2026-unidoc,
    title = "{U}ni{D}oc-Bench: A Unified Benchmark for Document-Centric Multimodal {RAG}",
    author = "Peng, Xiangyu  and
      Qin, Can  and
      Chen, Zeyuan  and
      Xu, Ran  and
      Xiong, Caiming  and
      Wu, Chien-Sheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.534/",
    pages = "11198--11239",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{eldifrawi-etal-2026-temporal,
    title = "Can temporal article-level credibility signals improve domain-level credibility prediction?",
    author = "Eldifrawi, Islam  and
      Wang, Shengrui  and
      Trabelsi, Amine",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.535/",
    pages = "11240--11261",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bose-etal-2026-grail,
    title = "{GRAIL}: Grounded Visual Alignment of Medical Vision-Language Models for Radiology Report Generation",
    author = "Bose, Sarosij  and
      Rajendran, Ravi K.  and
      Debnath, Biplob  and
      Karydis, Konstantinos  and
      Roy-Chowdhury, Amit  and
      Chakradhar, Srimat",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.536/",
    pages = "11262--11283",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nguyen-etal-2026-constructcie,
    title = "{C}onstruct{CIE}: A Dataset for Extracting Causal Information from Construction Accident Narratives",
    author = "Nguyen, Hung  and
      Lee, Jaehoon  and
      Kim, Namgyun  and
      Huang, Kuan-Hao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.537/",
    pages = "11284--11302",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{luo-etal-2026-tia,
    title = "{TIA}-{VL}: Diagnosing and Correcting Template-Induced Ambiguity in Medical Vision-Language Decisions",
    author = "Luo, Yifan  and
      Shi, Jiaran  and
      Wang, Guoming  and
      Tang, Siliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.538/",
    pages = "11303--11319",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{akter-etal-2026-counterfactual,
    title = "Counterfactual Sensitivity Regularization for Trace-Sensitive Reasoning in Large Language Models",
    author = "Akter, Sanjeda  and
      Shihab, Ibne Farabi  and
      Sharma, Anuj",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.539/",
    pages = "11320--11352",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-poly,
    title = "Poly-{FEVER}: A Multilingual Hallucination Detection Benchmark",
    author = "Zhang, Hanzhi  and
      Anjum, Sumera  and
      Fan, Heng  and
      Zheng, Weijian  and
      Huang, Yan  and
      Feng, Yunhe",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.540/",
    pages = "11353--11369",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ozden-etal-2026-convdeck,
    title = "{C}onv{D}eck: Conversational Paper-to-Slide Generation via Stage-Specific User Feedback",
    author = {Ozden, Tarik Can  and
      VS, Sachidanand  and
      Horoz, Furkan  and
      Kara, Ozgur  and
      Hakkani-T{\"u}r, Dilek  and
      Kim, Junho  and
      Rehg, James Matthew},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.541/",
    pages = "11370--11409",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tonglet-etal-2026-newsrecon,
    title = "{N}ews{RECON}: News article {RE}trieval for image {CON}textualization",
    author = "Tonglet, Jonathan  and
      Gurevych, Iryna  and
      Tuytelaars, Tinne  and
      Moens, Marie-Francine",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.542/",
    pages = "11410--11428",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-finding,
    title = "Finding the Right Evidence: Factor-Guided Coarse-to-Fine Reasoning for Long Videos",
    author = "Xu, Baixuan  and
      XU, Yinyui  and
      Zheng, Tianshi  and
      Wang, Zhaowei  and
      Wang, Weiqi  and
      Shi, Haochen  and
      Fan, Wei  and
      Liu, Jiayu  and
      Zong, Qing  and
      Ren, Xiyu  and
      Geng, Xinyu  and
      He, Zhitao  and
      Song, Yangqiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.543/",
    pages = "11429--11450",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shihab-etal-2026-grounded,
    title = "Grounded Decoding: Retrieval-Anchored Probability Fusion for Faithful {RAG}",
    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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.544/",
    pages = "11451--11472",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tang-etal-2026-colt,
    title = "{C}o{LT}-Drive: Counterfactual Long-Tail Benchmarking and Knowledge-Preserving Adaptation for Driving Affordance Prediction",
    author = "Tang, Zhengxu  and
      Cui, Guofeng  and
      Gong, Ziyu  and
      Zhang, Xiaozhou  and
      Deng, Ruifeng  and
      Qi, Chengzhi  and
      Chen, Ke  and
      Patil, Sachin  and
      Xiao, Tianjun  and
      Liu, Langechuan  and
      Wang, Pichao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.545/",
    pages = "11473--11498",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{belay-etal-2026-afrilangtutor,
    title = "{AFRILANGTUTOR}: Advancing Language Tutoring and Culture Education in Low-Resource Languages with Large Language Models",
    author = "Belay, Tadesse Destaw  and
      Nahin, Shahriar Kabir  and
      Azime, Israel Abebe  and
      Monjur, Ocean  and
      Rei, Marek  and
      Biemann, Chris  and
      Muhammad, Shamsuddeen Hassan  and
      Yimam, Seid Muhie  and
      Chhabra, Anshuman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.546/",
    pages = "11499--11518",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tang-etal-2026-beyond,
    title = "Beyond Textual Chain-of-Thought: A Survey on Action-Grounded Reasoning in Autonomous Driving",
    author = "Tang, Zhengxu  and
      Zhang, Xiaozhou  and
      Cui, Guofeng  and
      Gong, Ziyu  and
      Wang, Zi  and
      Shi, Yunfei  and
      Deng, Ruifeng  and
      Qi, Chengzhi  and
      Chen, Ke  and
      Patil, Sachin  and
      Xiao, Tianjun  and
      Liu, Langechuan  and
      Wang, Pichao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.547/",
    pages = "11519--11561",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chew-etal-2026-pepper,
    title = "{PEPPER}: Perception-Guided Perturbation for Robust Backdoor Defense in Text-to-Image Diffusion Models",
    author = "Chew, Oscar  and
      Lu, Po-Yi  and
      Lin, Jayden  and
      Huang, Kuan-Hao  and
      Lin, Hsuan-Tien",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.548/",
    pages = "11562--11574",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{faizan-etal-2026-auditing,
    title = "Auditing and Mitigating Paraphrase Fragility in Medical Vision-Language Models",
    author = "Faizan, Syed  and
      Chandramohan, Anuradha  and
      Krishnamurthy, Parameswari",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.549/",
    pages = "11575--11592",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{malandri-etal-2026-addressing,
    title = "Addressing the Concept Faithfulness Gap through Probe-Guided Sparse Autoencoders",
    author = "Malandri, Lorenzo  and
      Mercorio, Fabio  and
      Serino, Antonio",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.550/",
    pages = "11593--11611",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-models,
    title = "What Models Know, How Well They Know It: Knowledge-Weighted Fine-Tuning for Learning When to Say ``{I} Don{'}t Know''",
    author = "Lee, Joosung  and
      Jo, Hwiyeol  and
      Ko, Donghyeon  and
      Chae, Kyubyung  and
      Park, Cheonbok  and
      Kim, Jeonghoon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.551/",
    pages = "11612--11625",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{torgbi-etal-2026-lingo,
    title = "Lingo-Blocksworld: A Dataset for Linguistically-Informed Blocksworld",
    author = "Torgbi, Melissa  and
      Post, Claire Benet  and
      Bonial, Claire  and
      Tayyar Madabushi, Harish",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.552/",
    pages = "11626--11654",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-nonsense,
    title = "Nonsense Helps: Prompt Space Perturbation Broadens Reasoning Exploration",
    author = "Huang, Langlin  and
      Huang, Chengsong  and
      Li, Jinyuan  and
      Cai, Donghong  and
      Yang, Yuyi  and
      Huang, Jiaxin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.553/",
    pages = "11655--11672",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{faulkner-etal-2026-simulating,
    title = "Simulating Democratic Deliberation: Representing Pluralistic Preferences through Electoral Systems in Multi-Agent {LLM}s",
    author = "Faulkner, Ryan  and
      Szufa, Stanis{\l}aw  and
      Hoyer, Daniel  and
      Zhang, Terry Jingchen  and
      Bouffanais, Roland  and
      Leibo, Joel Z  and
      Jin, Zhijing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.554/",
    pages = "11673--11705",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chung-etal-2026-coordinates,
    title = "From Coordinates to Candidate Regions: Temporal Change Localization via Region Selection in Remote {S}ensing Multimodal {LLM}s",
    author = "Chung, Juwan  and
      Park, Sungjune  and
      Kim, Yeongyun  and
      Ro, Yong Man",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.555/",
    pages = "11706--11723",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mercier-etal-2026-hidden,
    title = "Hidden State Poisoning Attacks against Mamba-based Language Models",
    author = "Mercier, Alexandre Le  and
      Develder, Chris  and
      Demeester, Thomas",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.556/",
    pages = "11724--11750",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{paraselli-etal-2026-slow,
    title = "Slow to See, Slow to Suppress: Understanding the Effects of Modality in Context-Memory Conflicts",
    author = "Paraselli, Athulith  and
      Hua, Tianze  and
      Pavlick, Ellie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.557/",
    pages = "11751--11778",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-graph,
    title = "Graph Serializations for Reasoning {LLM}s: A Study Across Knowledge Extraction and Structural Reasoning",
    author = "Yu, Julien  and
      Bornea, Mihaela  and
      Sil, Avi  and
      Kirchhoff, Katrin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.558/",
    pages = "11779--11794",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{monjur-etal-2026-revisiting,
    title = "Revisiting the Effectiveness of {LLM} Pruning for Test-Time Scaling",
    author = "Monjur, Ocean  and
      Nahin, Shahriar Kabir  and
      Chhabra, Anshuman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.559/",
    pages = "11795--11816",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qian-etal-2026-userharness,
    title = "{U}ser{H}arness: Harnessing User Minds for Stronger Agent Theory-of-Mind",
    author = "Qian, Cheng  and
      Liu, Jiayu  and
      Ji, Heng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.560/",
    pages = "11817--11836",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-webxskill,
    title = "{W}eb{XS}kill: Skill Learning for Autonomous Web Agents",
    author = "Wang, Zhaoyang  and
      Wu, Qianhui  and
      Zhang, Xuchao  and
      Zhang, Chaoyun  and
      Yao, Wenlin  and
      Faisal, Fazle Elahi  and
      Peng, Baolin  and
      Qin, Si  and
      Nath, Suman  and
      Lin, Qingwei  and
      Bansal, Chetan  and
      Zhang, Dongmei  and
      Rajmohan, Saravan  and
      Gao, Jianfeng  and
      Yao, Huaxiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.561/",
    pages = "11837--11852",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yuan-vlachos-2026-evaluating,
    title = "Evaluating the Semantic Specificity of Representation Steering in Language Models",
    author = "Yuan, Moy  and
      Vlachos, Andreas",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.562/",
    pages = "11853--11871",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wen-etal-2026-online,
    title = "Online Self-Weighted Fine-Tuning",
    author = "Wen, Haiquan  and
      He, Yiwei  and
      Peng, Bei  and
      Cheng, Guangliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.563/",
    pages = "11872--11884",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{memon-etal-2026-epiworld,
    title = "{E}pi{W}orld: Grounding {LLM} Policy Agents in Epidemiological World Models",
    author = "Memon, Zeeshan  and
      Su, Yiqi  and
      Shu, Kai  and
      Ramakrishnan, Naren  and
      Zhao, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.564/",
    pages = "11885--11906",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-physprover,
    title = "{P}hys{P}rover: Advancing Automatic Theorem Proving for Physics",
    author = "Zhang, Hanning  and
      Wang, Ruida  and
      Pan, Rui  and
      Wang, Wenyuan  and
      Meng, BingXu  and
      Zhang, Tong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.565/",
    pages = "11907--11926",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{rao-etal-2026-aia2,
    title = "{AIA}$^{2}$: Attribute-Agnostic Imbalance Augmentation for Subgroup Robustness",
    author = "Rao, Hanshu  and
      Han, Guangzeng  and
      Huang, Xiaolei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.566/",
    pages = "11927--11944",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fang-sun-2026-adatir,
    title = "{A}da{TIR}: Adaptive Tool-Integrated Reasoning via Difficulty-Aware Policy Optimization",
    author = "Fang, Zhaiyu  and
      Sun, Ruipeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.567/",
    pages = "11945--11961",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{raihan-etal-2026-robustness,
    title = "On the Robustness of Code {LLM} Guardrails to Code-mixed and Transliterated Inputs",
    author = "Raihan, Nishat  and
      Meher, Dipak  and
      Dhingra, Bhuwan  and
      Zampieri, Marcos",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.568/",
    pages = "11962--11981",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-identifying,
    title = "Identifying Student Real Weaknesses: Learnable Error-Aware Distillation for Medical Question Answering",
    author = "Chen, Yonghe  and
      Meng, Xiaoyang  and
      Zhou, Xiaoding  and
      Zhang, Wentian  and
      Zhao, Ruimeng  and
      Lian, Ying  and
      Chen, Guoqiang  and
      Zhang, Weiyu  and
      Lu, Wenpeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.569/",
    pages = "11982--12004",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{walsh-etal-2026-personas,
    title = "Personas on Demand: Hypernetwork Synthesis of Unseen Users",
    author = "Walsh, Tyson  and
      Runfola, Daniel  and
      Morse, Steven  and
      Ford, Trenton W.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.570/",
    pages = "12005--12040",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ha-etal-2026-memguard,
    title = "{M}em{G}uard: Preventing Memory Contamination in Long-Term Memory-Augmented Large Language Models",
    author = {Ha, Hyeonjeong  and
      Kim, Jeonghwan  and
      Qian, Cheng  and
      Liu, Jiayu  and
      Campbell, William M.  and
      Wu, Yue  and
      Zhang, Yuji  and
      McKeown, Kathleen  and
      Hakkani-T{\"u}r, Dilek  and
      Ji, Heng},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.571/",
    pages = "12041--12071",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ghate-etal-2026-evaluesteer,
    title = "{EVALUESTEER}: Measuring Reward Model Steerability Towards Values and Preferences",
    author = "Ghate, Kshitish  and
      Liu, Andy  and
      Jain, Devansh  and
      Sorensen, Taylor  and
      Kasirzadeh, Atoosa  and
      Caliskan, Aylin  and
      Diab, Mona T.  and
      Sap, Maarten",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.572/",
    pages = "12072--12099",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-dataset,
    title = "Dataset Protection via Watermarked Canaries in Retrieval-Augmented {LLM}s",
    author = "Liu, Yepeng  and
      Zhao, Xuandong  and
      Song, Dawn  and
      Bu, Yuheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.573/",
    pages = "12100--12118",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{schopf-etal-2026-think,
    title = "Think-Probe-Respond: Improving Large Language Models as Judges of Research Idea Novelty",
    author = "Schopf, Tim  and
      Schreieder, Tobias  and
      Aizawa, Akiko",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.574/",
    pages = "12119--12132",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-care,
    title = "{CARE}: Privacy-Compliant Agentic Reasoning with Evidence Discordance",
    author = "Liu, Haochen  and
      Li, Weien  and
      Song, Rui  and
      Li, Zeyu  and
      Xue, Chun Jason  and
      Liu, Xiao-Yang  and
      Nallaperuma-Herzberg, Sam  and
      Liu, Xue  and
      Yuan, Ye",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.575/",
    pages = "12133--12151",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{meng-etal-2026-beliefmem,
    title = "{BELIEFMEM}: Belief-Revising Memory for Conversational {LLM} Agents",
    author = "Meng, Felix  and
      Wu, Junda  and
      McAuley, Julian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.576/",
    pages = "12152--12166",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{almaghout-etal-2026-large,
    title = "Large Language Models for Machine Translation Quality Annotation: Humans and Models Are Both Challenged",
    author = "Almaghout, Hala  and
      Federmann, Christian  and
      Gao, Qin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.577/",
    pages = "12167--12184",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-fu-2026-latent,
    title = "Latent Recurrent Thoughts: Recurrent Refinement of Proposed Latents for Reasoning with Frozen {LLM}s",
    author = "Chen, Zhaoliang  and
      Fu, Jie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.578/",
    pages = "12185--12203",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-formalmath,
    title = "{F}ormal{MATH}: Benchmarking Formal Mathematical Reasoning of Large Language Models",
    author = "Yu, Zhouliang  and
      Peng, Ruotian  and
      Ding, Keyi  and
      Li, Yizhe  and
      Peng, Zhongyuan  and
      Liu, Minghao  and
      Zhang, Yifan  and
      Yuan, Zheng  and
      Xin, Huajian  and
      Huang, Wenhao  and
      Wen, Yandong  and
      Zhang, Ge  and
      Liu, Weiyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.579/",
    pages = "12204--12241",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-aha,
    title = "Can Aha Moments be Fake? Towards Quantifying Decorative and True Thinking in Chain-of-Thought",
    author = "Zhao, Jiachen  and
      Sun, Yiyou  and
      Shi, Weiyan  and
      Song, Dawn",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.580/",
    pages = "12242--12258",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-synav,
    title = "{S}yn{AV}: Integrated Grounding and Captioning for Fine-grained Omni Video Understanding via Balanced Audio-Visual Synergy",
    author = "Zhang, Bolun  and
      Yao, Guangming  and
      Yang, Canjun  and
      Yuan, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.581/",
    pages = "12259--12282",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-webweaver,
    title = "{W}eb{W}eaver: Style-Aware Webpage Generation with Style Contracts",
    author = "Xu, Runchen  and
      Zhang, Mengxiao  and
      Gu, Yikai  and
      Liu, Jiamou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.582/",
    pages = "12283--12319",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{morand-etal-2026-environmental,
    title = "The Environmental Impacts of Language Model Training Keep Rising Now is the Time to Catch Impacts on the Rebound",
    author = "Morand, Cl{\'e}ment  and
      N{\'e}v{\'e}ol, Aur{\'e}lie  and
      Ligozat, Anne-Laure",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.583/",
    pages = "12320--12335",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-monolithic,
    title = "From Monolithic Prioritization to Stratified Replay: Hierarchical Prioritized Experience Replay for Task-Oriented Dialogue Policy Learning",
    author = "Zhang, Yixin  and
      Zhao, Yangyang  and
      Xu, Kai  and
      Xiang, Lingyun  and
      Song, Yun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.584/",
    pages = "12336--12350",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{han-etal-2026-leveraging,
    title = "Leveraging Teacher-Forcing Token-Level Anomaly Signals for Heterogeneous Backdoor Filtering in {LLM}s",
    author = "Han, Tianxu  and
      Wang, Jiangming  and
      Zhou, Chunyi  and
      Zhao, Binbin  and
      Du, Tianyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.585/",
    pages = "12351--12370",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-seeing-poem,
    title = "Seeing the Poem: Image-Semantic Detection of {AI}-Generated {M}odern {C}hinese Poetry with {MLLM}s",
    author = "Wang, Shanshan  and
      Ye, Fengying  and
      Lyu, Hanjia  and
      Gou, Caiwen  and
      Wu, Junchao  and
      Yao, Jingming  and
      Xu, Cheng-zhong  and
      Luo, Jiebo  and
      Wong, Derek F.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.586/",
    pages = "12371--12387",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tong-etal-2026-semantic,
    title = "Semantic Shifts of Nationalist Lexemes in {G}erman: From Pre-War to Post-War Periods (1918{--}2024)",
    author = "Tong, Yiting  and
      Wang, Anni  and
      Zhuang, Yaxi  and
      Zhao, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.587/",
    pages = "12388--12398",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-unid3,
    title = "{U}ni{D}$^{3}$: Open Knowledge Graphs and {QA} Benchmarks for Drug{--}Disease Discovery and Reasoning",
    author = "Wang, Qing  and
      Liu, Tianshi  and
      Zhou, Minghao  and
      Liang, Jialu  and
      Guo, Sen  and
      Su, Jing  and
      Song, Qianqian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.588/",
    pages = "12399--12421",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fang-etal-2026-information,
    title = "Information-Guided Frontier Decoding: Contextual Utility-Driven Commitment in d{MLLM}s",
    author = "Fang, Xingyou  and
      Zhong, Jingxing  and
      Yuan, Xiaosong  and
      Zhang, Xiaofeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.589/",
    pages = "12422--12435",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-nuke,
    title = "To Nuke or Not to Nuke: {LLM}s' (Missing) Ethical Reasoning and Authorization Actions in a High-Stakes Decision-Making Simulation",
    author = "Chen, John  and
      Cheng, Sihan  and
      Gurkan, Can  and
      Fattah, H M Abdul",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.590/",
    pages = "12436--12472",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-rl,
    title = "{RL} from Teacher-Model Refinement: Gradual Imitation Learning for Machine Translation",
    author = "Lee, Dongyub Jude  and
      Ye, Zhenyi  and
      He, Pengcheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.591/",
    pages = "12473--12485",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-drugclaw,
    title = "{D}rug{C}law and {D}rug{A}udit: A Primary-Source-Grounded Agent and Authority-Aware Benchmark for Drug-Information Question Answering",
    author = "Wang, Qing  and
      Li, Bo  and
      Liang, Jialu  and
      Shi, Daling  and
      Zhang, Bob  and
      Song, Qianqian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.592/",
    pages = "12486--12510",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-etal-2026-bird,
    title = "{BIRD}-History: A Benchmark for History-Driven Text-to-{SQL} with Fine-Grained Knowledge Annotations",
    author = "Zhou, Yunfan  and
      Shi, Qiming  and
      Yang, Yizhou  and
      Weng, Di  and
      Wu, Yingcai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.593/",
    pages = "12511--12533",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{seo-jang-2026-retrieval,
    title = "When Retrieval Similarity Hurts: A Diagnostic Framework for Document Weighting in Black-Box {RAG}",
    author = "Seo, Dongju  and
      Jang, Beakcheol",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.594/",
    pages = "12534--12558",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{saim-jiang-2026-emotional,
    title = "Emotional Labor Strategy Preferences in {LLM} Personas",
    author = "Saim, Mohammad  and
      Jiang, Tianyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.595/",
    pages = "12559--12576",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-beyond-accuracy,
    title = "Beyond Accuracy: Evaluating Grounded Visual Evidence in Thinking with Images",
    author = "Li, Xuzhao  and
      Li, Xuchen  and
      Pi, Renjie  and
      Hu, Shiyu  and
      Zhao, Jian  and
      Gao, Jiahui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.596/",
    pages = "12577--12591",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ko-etal-2026-llms,
    title = "Can {LLM}s Reliably Identify Causal Conclusions in Scientific Literature? A Multidisciplinary Evaluation",
    author = "Ko, Young Soo  and
      Sharief, Nadia  and
      Lu, Xuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.597/",
    pages = "12592--12609",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{barke-etal-2026-agentrx,
    title = "{A}gent{R}x: Diagnosing {AI} Agent Failures from Execution Trajectories",
    author = "Barke, Shraddha  and
      Goyal, Arnav  and
      Khare, Alind  and
      Singh, Avaljot  and
      Nath, Suman  and
      Bansal, Chetan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.598/",
    pages = "12610--12639",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-mcts,
    title = "{MCTS}-Debater: {M}onte {C}arlo Tree Search based Rebuttal Generation for Competitive Debate",
    author = "Huang, Xiaoyong  and
      Huang, Yuting  and
      Yue, Guanlan  and
      Wang, Hao  and
      Sun, Heli  and
      Wu, Jiaruo  and
      Wang, Zejun  and
      He, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.599/",
    pages = "12640--12656",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-fhe,
    title = "{FHE}-{C}ode{E}val: Benchmarking Large Language Models for Fully Homomorphic Encryption Code Generation",
    author = "Yu, Qiuchu  and
      Li, Guangli  and
      Zhang, Shuoming  and
      Xu, Ruiyuan  and
      Cai, Qihan  and
      Xue, Jingling  and
      Feng, Xiaobing  and
      Cui, Huimin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.600/",
    pages = "12657--12673",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-backfire,
    title = "{B}ackfire-{R}1: Identifying and Mitigating Persuasion Vulnerabilities in {LLM} Agents",
    author = "Sun, Jingwei  and
      Yu, Yi  and
      Qu, Jingjing  and
      Zhu, Hanxi  and
      Xu, Jia  and
      Shao, Jing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.601/",
    pages = "12674--12701",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-remp,
    title = "{REMP}: A Structured Event-Probing Benchmark for Long-Horizon Role-Playing Dialogue",
    author = "Yu, Qianxi  and
      Dan, Yuhao  and
      Bai, Qingchun  and
      Chen, Qin  and
      Zhou, Jie  and
      He, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.602/",
    pages = "12702--12722",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yin-etal-2026-fine,
    title = "Fine-grained stance cues and commonsense knowledge Integrated Reasoning Enhancement for Zero-shot Conversational Stance Detection",
    author = "Yin, Weiming  and
      Ning, Jinzhong  and
      Zhang, Yijia  and
      Sun, Yuanyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.603/",
    pages = "12723--12747",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{guo-etal-2026-safety,
    title = "When Safety Routing Breaks: Understanding Alignment Fragility under Benign Fine-Tuning",
    author = "Guo, Yitong  and
      Chen, Xiaoyi  and
      Zhang, Siyuan  and
      Wang, XiaoFeng  and
      Tang, Haixu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.604/",
    pages = "12748--12762",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhu-etal-2026-mind,
    title = "Mind the Gap: Theory-of-Mind-Grounded Friction for Epistemic Alignment",
    author = "Zhu, Yifan  and
      Rim, Kyeongmin  and
      Pustejovsky, James",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.605/",
    pages = "12763--12778",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wen-etal-2026-prism,
    title = "{PRISM}: Post-Training {LLM} Pruning via Residual Importance Signal Merging and Intra-Block Sparsity Allocation",
    author = "Wen, Keyu  and
      Zhu, Jianing  and
      HU, Kaiyang  and
      Yang, Lijun  and
      Lin, Rui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.606/",
    pages = "12779--12795",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cho-etal-2026-vocmoe,
    title = "{V}oc{M}o{E}: Vocabulary-Guided Mixture-of-Experts for {K}orean Medical Language Models",
    author = "Cho, Sangyeon  and
      Han, Jaeho  and
      Jeon, Mingyu  and
      Kim, Junyeong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.607/",
    pages = "12796--12815",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-breaking-structural,
    title = "Breaking the Structural Identity: Personalized Federated {L}o{RA} Fine-tuning under Rank Heterogeneity",
    author = "Wang, Lei  and
      Bian, Jieming  and
      Zhang, Letian  and
      Xu, Jie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.608/",
    pages = "12816--12832",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-bitnet,
    title = "{B}it{N}et Text Embeddings",
    author = "Li, Zhen  and
      Huang, Xin  and
      Wang, Liang  and
      Yang, Nan  and
      Song, Ting  and
      Xia, Yan  and
      Wu, Xun  and
      Huang, Shaohan  and
      Zhang, Huishuai  and
      Wei, Furu  and
      Zhao, Dongyan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.609/",
    pages = "12833--12849",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dai-etal-2026-mirage,
    title = "{MIRAGE}: Stealthy Visual Prompt Injection for Vulnerability Detection in Web Agents",
    author = "Dai, Xuelong  and
      Ma, Jianyu  and
      Ma, Boyang  and
      Yan, Biwei  and
      Yang, Yijun  and
      Zhang, Yue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.610/",
    pages = "12850--12868",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{park-etal-2026-non,
    title = "Non-binary bottom-up constituency parsing without arity actions",
    author = "Park, Jungyeul  and
      Jo, Eunkyul Leah  and
      Huang, Zihao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.611/",
    pages = "12869--12879",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{pan-etal-2026-navirank,
    title = "{N}avi{R}ank: {LLM}-Informed Latent Space Navigation Enhances Reasoning-Intensive Information Retrieval",
    author = "Pan, Jinwen  and
      Jiang, Haolin  and
      Liu, Hang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.612/",
    pages = "12880--12897",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-beyond-single,
    title = "Beyond Single Vector: Query-Aware Multi-Perspective Document Embeddings for Retrieval",
    author = "Li, Zhen  and
      Tao, Chongyang  and
      Chen, Yihan  and
      Zhang, Huishuai  and
      Zhao, Dongyan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.613/",
    pages = "12898--12914",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gong-etal-2026-stop,
    title = "Stop Rolling the Dice: Active Group Relative Policy Optimization via Intrinsic Metacognition",
    author = "Gong, Zheng  and
      Sun, Ying  and
      Peng, Hao  and
      Yu, Philip S.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.614/",
    pages = "12915--12927",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-pcoad,
    title = "{PC}o{AD}: The Pharmaceutical Certificate of Analysis Dataset Based on {LLM}s Validation and Calibration",
    author = "Xu, Yiming  and
      Huang, Zhaokang  and
      Yu, Haoran  and
      Wang, Fu Lee  and
      Hao, Tianyong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.615/",
    pages = "12928--12958",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hu-etal-2026-seeing,
    title = "Seeing Failure In Advance: Pre-Generation Failure Diagnosis for Multi-Modal Retrieval-Augmented-Generation",
    author = "Hu, Chan-Wei  and
      Xing, Shuo  and
      Rossi, Ryan A.  and
      Tu, Zhengzhong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.616/",
    pages = "12959--12977",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-dpres,
    title = "{DPRES}: Dual-Perspective Decoupled Representation Learning Framework for Multi-Trait Essay Scoring",
    author = "Wang, Jiong  and
      Wu, Hao  and
      Yu, Shengquan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.617/",
    pages = "12978--12990",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-benchmarking-failure,
    title = "From Benchmarking to Failure Diagnosis: Diagnosing Classical {C}hinese Understanding in {LLM}s via {IRT} and Error Attribution",
    author = "Wang, Jiong  and
      Li, Tengju  and
      Yu, Shengquan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.618/",
    pages = "12991--13005",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-gmtrouter,
    title = "{GMTR}outer: Personalized {LLM} Router over Multi-turn User Interactions",
    author = "Sun, Yihang  and
      Xie, Encheng  and
      Feng, Tao  and
      You, Jiaxuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.619/",
    pages = "13006--13028",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cheng-etal-2026-proret,
    title = "{P}ro{R}et-{VLA}: Bridging Prospection and Retrospection for Long-Horizon Robotic Manipulation",
    author = "Cheng, Enhua  and
      Fang, Xiaoyuan  and
      Wang, Yuxuan  and
      Li, Piji",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.620/",
    pages = "13029--13047",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-diagnosing,
    title = "Diagnosing and Mitigating Evidence Misgrounding in Multimodal Knowledge Editing",
    author = "Wang, Zhiwu  and
      Wu, Yichen  and
      Yang, Jinqian  and
      Yang, Yizhou  and
      Wang, Renzhen  and
      Zhao, Qian  and
      Meng, Deyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.621/",
    pages = "13048--13064",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-etal-2026-backtrend,
    title = "{B}ack{T}rend: Evaluating Scientific Weak-Signal Prediction via Backward Reconstruction",
    author = "Zhou, Xiao  and
      Zhao, Yilun  and
      Jiang, Owen  and
      Hu, Tiansheng  and
      Xu, Cai  and
      Patwardhan, Manasi  and
      Cohan, Arman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.622/",
    pages = "13065--13094",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shi-etal-2026-saiguard,
    title = "{SAIG}uard: Communication-State Simulation for Proactive Defense of {LLM} Multi-Agent Systems",
    author = "Shi, Ruxue  and
      Wang, Yili  and
      Du, Mengnan  and
      Zhang, Qinggang  and
      Miao, Rui  and
      Liu, Yixin  and
      Wang, Xin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.623/",
    pages = "13095--13112",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{das-etal-2026-latent,
    title = "Latent Personal Memory: Represent personal memory as dynamic soft prompts",
    author = "Das, Debrup  and
      Amballa, Avinash  and
      Saidutta, Yashas Malur  and
      Srinivasan, Vijay  and
      Kulkarni, Vivek  and
      Chappidi, Srinivas",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.624/",
    pages = "13113--13128",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-role-consistency,
    title = "Role Consistency in Role-Playing Agents: A Survey of Evaluation, Memory, Reasoning, Alignment, and Safety",
    author = "Li, Chenghao  and
      Xiao, Xueqin  and
      Xiao, Yinuo  and
      Xu, Zihan  and
      Li, Xinzhao  and
      Luan, Yuxuan  and
      Wei, Jiwei  and
      Yang, Yang  and
      Zhang, Chaoning",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.625/",
    pages = "13129--13145",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kader-etal-2026-exploring,
    title = "Exploring {LLM}s for {S}outh {A}sian Music Understanding and Generation",
    author = "Kader, Faria Binte  and
      Rafi, Mohtasim Hadi  and
      Sazzad, Shah Wasif  and
      Karmaker, Santu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.626/",
    pages = "13146--13163",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bao-etal-2026-targeted,
    title = "Targeted Decoding Intervention for Persona Inconsistency Hallucination Mitigation in Multi-Turn Dialogue",
    author = "Bao, Jie  and
      Xu, Yan  and
      Wu, Haojie  and
      Gao, Yu  and
      Cui, Xinyu  and
      Zhao, Jian  and
      Liao, Yong  and
      Chen, Zhen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.627/",
    pages = "13164--13179",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-rxnexbench,
    title = "{R}xn{E}x{B}ench: Benchmarking Vision-Language Models for Structured Chemical Reaction Extraction from Scientific Literature",
    author = "Sun, Jiaxing  and
      Gao, Junyuan  and
      Zhang, Ruikang  and
      Zheng, Hao  and
      Ge, Lingli  and
      An, Xiao  and
      Wu, Jiang  and
      Zeng, Huazheng  and
      Song, Jiahe  and
      Zhu, Chen  and
      Yang, Haote  and
      Wang, Jingchao  and
      Chen, Lu  and
      Cao, Yuanyuan  and
      Zhang, Ruijie  and
      Lu, Shengxin  and
      Li, Weijia  and
      Wu, Lijun  and
      He, Conghui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.628/",
    pages = "13180--13212",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dou-etal-2026-finguard,
    title = "{F}in{G}uard: Detecting Financial Regulatory Non-Compliance in {LLM} Interactions",
    author = "Dou, Huaixia  and
      Zhu, Jie  and
      Wu, Minghao  and
      Jiang, Shuo  and
      Li, Junhui  and
      Guo, Lifan  and
      Chen, Feng  and
      Zhang, Chi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.629/",
    pages = "13213--13232",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-satoh-2026-temporal,
    title = "Temporal Tree of Thought: Reasoning-Guided Visual Cue Search for Long-Video Understanding",
    author = "Huang, Ziling  and
      Satoh, Shin{'}ichi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.630/",
    pages = "13233--13251",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-sequential,
    title = "Sequential Beats Joint: On the Interplay between On-Policy Distillation and {RLVR}",
    author = "Li, Boyan  and
      Chen, Bingsen  and
      Yang, Chenghao  and
      Nie, Ping  and
      Zhao, Chen  and
      Ye, Xi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.631/",
    pages = "13252--13270",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-etr,
    title = "{ETR}: Outcome-Guided Elastic Trust Regions for Policy Optimization",
    author = "Zhang, Shijie  and
      Zhang, Kevin  and
      Gu, Zheyuan  and
      Guo, Xiang  and
      Guo, Rujun  and
      Liushaoyu  and
      Jiang, Guanjun  and
      Wangxiaozhao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.632/",
    pages = "13271--13285",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kwon-etal-2026-whiflash,
    title = "{W}hi{F}lash: Accelerating Speculative Decoding with Token-Level Cross-Paradigm Routing",
    author = "Kwon, Young D.  and
      Williams, Miles  and
      Li, Rui  and
      Kouris, Alexandros  and
      Venieris, Stylianos I.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.633/",
    pages = "13286--13303",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-blueprintagent,
    title = "{B}lueprint{A}gent: Constraint-Triggered Targeted Revisits for Simulation-Ready Generation from Scanned Structural Blueprints",
    author = "Xu, Zhouyuan  and
      Yang, Chen  and
      Wang, Linhao  and
      Fan, Jiansheng  and
      Wang, Chen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.634/",
    pages = "13304--13317",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{peng-etal-2026-beyond-sampled,
    title = "Beyond the Sampled Token: Preserving Candidate Support in {RLVR}",
    author = "Peng, Ruotian  and
      Ren, Yi  and
      Yu, Zhouliang  and
      Liu, Weiyang  and
      Wen, Yandong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.635/",
    pages = "13318--13340",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hu-etal-2026-arc,
    title = "{ARC}: An Audit-Guided Risk Calibration Attack for Jailbreaking Multimodal Large Language Models",
    author = "Hu, Wenluo  and
      Zhou, Chunyi  and
      Du, Tianyu  and
      Ji, Shouling",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.636/",
    pages = "13341--13359",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-stamp,
    title = "{STAMP}: Provenance-Guided Credit Assignment for Deep Search Agents",
    author = "Xu, Ke  and
      Xu, Han  and
      Chen, Xinran  and
      Wang, Yuqian  and
      Li, Zhixuan  and
      Liu, Xiaojian  and
      Wu, Changwo  and
      Xia, Jianqiang  and
      Li, Yuchen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.637/",
    pages = "13360--13374",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xiao-etal-2026-transfer,
    title = "Transfer Safety Awareness for Cross-Modal Safety Drift in Multimodal Large Language Models",
    author = "Xiao, Tianqi  and
      Cui, Shiyao  and
      Zhang, Minghao  and
      Yang, Junxiao  and
      Chen, Renmiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.638/",
    pages = "13375--13391",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-beyond-grpo,
    title = "Beyond {GRPO} and On-Policy Distillation: An Empirical Sparse-to-Dense Reward Principle for Language-Model Post-Training",
    author = "Xu, Yuanda  and
      Sang, Hejian  and
      Zhou, Zhengze  and
      He, Ran  and
      Wang, Zhipeng  and
      Geramifard, Alborz",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.639/",
    pages = "13392--13408",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{he-etal-2026-smartthinker,
    title = "{S}mart{T}hinker: Learning High-Density Reasoning via Step-Level Token Allocation",
    author = "He, Xingyang  and
      Liu, Jie  and
      Ling, Xiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.640/",
    pages = "13409--13428",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jiang-etal-2026-agenticrag,
    title = "{A}gentic{R}ag-{R}1: Agentic Reinforcement Learning with Stack Memory for Multi-Step Reasoning, Retrieval and Memorizing",
    author = "Jiang, Xinke  and
      Fang, Yue  and
      Yang, Zhibang  and
      Gao, Jiaran  and
      Zhang, Zhixin  and
      Feng, Tao  and
      Qiu, Rihong  and
      Zhang, Wentao  and
      Ding, Hongxin  and
      Zhang, Ruizhe  and
      Xu, Yongxin  and
      Huang, Yuheng  and
      Chu, Xu  and
      Zhao, Junfeng  and
      Wang, Yasha",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.641/",
    pages = "13429--13456",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-tess,
    title = "{TESS}: {LLM}-guided Translation, Exploration, Simulation, and Search for Embodied Task Planning",
    author = "Xu, Peiran  and
      Yang, Yixiang  and
      Li, Jinghan  and
      Li, Fei  and
      Sheng, Cao  and
      Yu, JiaZhong  and
      MU, Yadong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.642/",
    pages = "13457--13487",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wei-etal-2026-llm,
    title = "When {LLM} Meets Tree Search: A Systematic View of Inference as Search in Large Language Models",
    author = "Wei, Jiaqi  and
      Zhang, Xiang  and
      Yang, Yuejin  and
      Huang, Wenxuan  and
      Cao, Juntai  and
      Xu, Sheng  and
      Zhuang, Xiang  and
      Gao, Zhangyang  and
      Abdul-Mageed, Muhammad  and
      Lakshmanan, Laks V. S.  and
      You, Chenyu  and
      Ouyang, Wanli  and
      Sun, Siqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.643/",
    pages = "13488--13543",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-omnihallu,
    title = "{O}mni{H}allu: Unified Hallucination Detection for Cross-Modal Comprehension and Generation in Multimodal Large Language Models",
    author = "Yang, Jianjiang  and
      Peihang, LI  and
      Xu, Shanqing  and
      Qian, Mengchen  and
      Zhang, Lu  and
      Luo, Meng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.644/",
    pages = "13544--13555",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-qiu-2026-flow,
    title = "{FLOW}-{ABSTAIN}: Modeling the Answerable Manifold for Query-Aware Abstention in Large Language Models",
    author = "Zhang, Jixin  and
      Qiu, Bensheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.645/",
    pages = "13556--13566",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-decomposition,
    title = "Decomposition-Guided Diffusion Language Models for Inertial Confinement Fusion Prediction",
    author = "Zhang, Xiang  and
      Gopalaswamy, Varchas  and
      Ejaz, Rahman  and
      Betti, Riccardo  and
      Liu, Dongfang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.646/",
    pages = "13567--13582",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shen-etal-2026-compass,
    title = "{COMPASS}: Cognitive {MCTS}-Guided Process Alignment for Safe Search Agents",
    author = "Shen, Wenkai  and
      Zhou, Pengyang  and
      Xu, Jiahe  and
      Qian, Jiaming  and
      He, Haozhe  and
      Huang, Zhihao  and
      Chen, Chaochao  and
      Zheng, Xiaolin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.647/",
    pages = "13583--13609",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-repairgate,
    title = "{R}epair{G}ate: {RL}-Trained Skill Repair and Abstention for Lifelong Agent Libraries",
    author = "Chen, Xiaoyu  and
      Wu, Fengge  and
      Zhao, Junsuo  and
      Fan, Yun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.648/",
    pages = "13610--13630",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gan-etal-2026-brandeval,
    title = "{B}rand{E}val: A Two-Track Multi-Agent Benchmark for Risk-Sensitive {LLM} Crisis Communication",
    author = "Gan, Haotian  and
      Tang, Weidong  and
      Sun, Hanbin  and
      Luo, Yi  and
      Li, Xintian  and
      Wang, Jiayong  and
      Li, Wanyue  and
      Li, Yudong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.649/",
    pages = "13631--13657",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ye-etal-2026-little,
    title = "little m: An {AI} Agent for Industrial Process Optimization",
    author = "Ye, Yongchao  and
      he, Xinyu  and
      Boshoff, Dutliff  and
      Kuo, Way  and
      Li, Lishuai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.650/",
    pages = "13658--13675",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{pei-etal-2026-tempcloze,
    title = "{T}emp{C}loze: Can Video-{LLM}s Identify the Missing Middle?",
    author = "Pei, Wenqi  and
      Zhao, Henry Hengyuan  and
      Liu, Yilai  and
      Meng, Jiahao  and
      Han, Chen  and
      Wang, Ziyu  and
      Du, Hongyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.651/",
    pages = "13676--13693",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-cedar,
    title = "{CEDAR}: Automata as Verifiable Interfaces for Language-Guided Embodied Action",
    author = "Chen, Lekai  and
      Velasquez, Alvaro  and
      Trivedi, Ashutosh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.652/",
    pages = "13694--13710",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lou-etal-2026-rift,
    title = "{RIFT}: Relation Modeling and Transfer for Visual Figurative Entailment",
    author = "Lou, Xiaojian  and
      Yang, Qimeng  and
      Song, Hui  and
      Jiang, Yunjing  and
      Song, Jinmiao  and
      Pei, Xinjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.653/",
    pages = "13711--13725",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-much,
    title = "How Much Do {LLM}s Know About {C}hinese Zero Pronouns?",
    author = "Li, Yifei  and
      Chen, Guanyi  and
      He, Tingting",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.654/",
    pages = "13726--13747",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-latent-reward,
    title = "Latent Reward Steering: An Adaptive Inference-Time Framework that Implicitly Promotes Cognitive Behaviors in Reasoning {LLM}s",
    author = "Li, Jiakang  and
      Zhu, Guanyu  and
      Jin, Can  and
      Huang, Chenxi  and
      Yu, Dexu  and
      Chen, Ronghao  and
      Zhou, Yang  and
      Peng, Hongwu  and
      Lan, Xuanqi  and
      Metaxas, Dimitris N.  and
      Li, Youhua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.655/",
    pages = "13748--13767",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-hintsteer,
    title = "{H}int{S}teer: Predicting Context Imprints for Inference-Time Steering",
    author = "Wang, Xinda  and
      Zhao, ChenZhuo  and
      Hu, You  and
      Li, Guotong  and
      Ou, Chuang  and
      Zheng, Yuhao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.656/",
    pages = "13768--13775",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-sinkpruner,
    title = "{S}ink{P}runer: Sink-Free Visual Token Pruning for Multimodal Large Language Models",
    author = "Li, Shiyu  and
      Hu, Zi-Yuan  and
      Huang, Shijia  and
      Li, Yanyang  and
      Zhong, Yiwu  and
      Wang, Liwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.657/",
    pages = "13776--13799",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nguyen-etal-2026-reframe,
    title = "Reframe to Retrieve: Cognition-aware {RAG} with Projections Inspired by Appraisal and {CBT} for Conversational Mental Health Support",
    author = "Nguyen, Minh-Tien  and
      Le, Huu-Loi  and
      Phan, Manh-Cuong  and
      Le, Duong-Hieu  and
      Pham, Dinh-Phuc  and
      Nguyen, Van-Quyet  and
      Hotta, Hajime",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.658/",
    pages = "13800--13822",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kharlapenko-etal-2026-fluid,
    title = "Fluid Reasoning Representations",
    author = "Kharlapenko, Dmitrii  and
      Zhang, Terry Jingchen  and
      Singh, Arth  and
      Stolfo, Alessandro  and
      Conmy, Arthur  and
      Sachan, Mrinmaya  and
      Jin, Zhijing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.659/",
    pages = "13823--13841",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gao-etal-2026-climb,
    title = "{CLIMB}: Confidence-Guided Complementary Evidence for Multimodal Retrieval-Augmented Generation",
    author = "Gao, Hang  and
      Xu, Wujiang  and
      Zhang, Zhixing  and
      Mei, Kai  and
      Yang, Jingyi  and
      Metaxas, Dimitris N.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.660/",
    pages = "13842--13857",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-spark,
    title = "{SPARK}: Skeleton-Guided Reasoning Synthesis from Large-Scale Scientific Literature",
    author = "Li, Yu  and
      Li, Wei  and
      Gao, Xin  and
      Sun, Mengyuan  and
      Wang, Xiaoyang  and
      Pei, Qizhi  and
      Wu, Lijun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.661/",
    pages = "13858--13881",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gao-etal-2026-swarmbench,
    title = "{S}warm{B}ench: Can Large Language Models Act as Agent Swarm Orchestrators?",
    author = "Gao, Jinshan  and
      Jin, Zhuoran  and
      Men, Tianyi  and
      Liu, Kang  and
      Zhao, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.662/",
    pages = "13882--13902",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-beyond-individual,
    title = "Beyond Individual Personas: Aligning Synthetic Dialogue to Population-Level Behavior Distributions",
    author = "Liu, Xinyi  and
      Khaziev, Rinat  and
      Nayyeri, Hooshang  and
      Yilmaz, Emine  and
      Peris, Charith  and
      Thadakamalla, Hari P",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.663/",
    pages = "13903--13927",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-tarq,
    title = "{TARQ}: Tail-Aware Reconstruction Quantization for Rare-Word Robust Automatic Speech Recognition",
    author = "Wang, Xinyu  and
      Zhao, Ziyu  and
      Bai, Ke  and
      Meng, Silin  and
      Shen, Dongming  and
      Chang, Xiao-Wen  and
      He, Yixuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.664/",
    pages = "13928--13952",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-statefuldiscovery,
    title = "{S}tateful{D}iscovery: Evidence-Calibrated Claim Formation in Open-Ended Scientific Discovery",
    author = "Chen, Jiayao  and
      Liu, Shi  and
      Yang, Linyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.665/",
    pages = "13953--13977",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-toward,
    title = "Toward Robust Personalized Alignment for {LLM}s: Mitigating Persona Drift in Multi-Turn Dialogue",
    author = "Zhang, Youyuan  and
      Li, Siyuan  and
      Liu, Fangming  and
      Li, Jing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.666/",
    pages = "13978--14006",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wei-etal-2026-unibrowse,
    title = "{U}ni{B}rowse: A Data-to-Agent Framework for Multimodal {B}rowse{C}omp",
    author = "Wei, Xiyu  and
      Zong, Qingwei  and
      Yu, Zhuocheng  and
      Zhang, Feng  and
      Jia, Kai  and
      Li, Sujian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.667/",
    pages = "14007--14023",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ren-etal-2026-aligning,
    title = "Aligning Agentic World Models via Knowledgeable Experience Learning",
    author = "Ren, Baochang  and
      Yao, Yunzhi  and
      Sun, Rui  and
      Qiao, Shuofei  and
      Zhang, Ningyu  and
      Chen, Huajun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.668/",
    pages = "14024--14054",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-compiler,
    title = "Compiler-Guided Adaptive Proof Search with Cross-Model Synergy on Context-Dependent Theorem Proving",
    author = "Liu, Zhuo  and
      Yu, Ding  and
      He, Hangfeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.669/",
    pages = "14055--14072",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-target,
    title = "Target-Aware Calibration Data Selection for Preserving Uncertainty in Quantized Language Models",
    author = "Yang, Zhen  and
      Hou, Sizai  and
      Zheng, Kaiwen  and
      Liu, Yaofang  and
      He, Liang  and
      Chen, Yixuan  and
      Cui, Kangning",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.670/",
    pages = "14073--14093",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-joint,
    title = "Joint Training of Multi-Token Prediction in Reinforcement Learning via Optimal Coefficient Calibration",
    author = "Wang, Zili  and
      Chai, Jiajun  and
      Chen, Lin  and
      Wang, Xiaohan  and
      Xiang, Shiming  and
      Yin, Guojun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.671/",
    pages = "14094--14108",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-stop,
    title = "{STOP}: Structured On-Policy Pruning of Long-Form Reasoning in Low-Data Regimes",
    author = "Xu, Chenjun  and
      Zhou, Zhennan  and
      Su, Zhan  and
      Howe, Bill  and
      Wang, Lucy Lu  and
      Wen, Bingbing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.672/",
    pages = "14109--14125",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ke-etal-2026-thinkflow,
    title = "{T}hink{F}low: Self-Evolving Probabilistic Latent Memory for Lifelong Conversational Agents",
    author = "Ke, Cai  and
      Liu, Xin  and
      Zhang, Han  and
      Yan, Jiangyue  and
      Yuan, Zike  and
      Deng, Ling  and
      Yu, Yue  and
      Wang, Hui  and
      Xu, Ruifeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.673/",
    pages = "14126--14141",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-ovip,
    title = "{OV}i{P}: Online Vision-Language Preference Learning with Hallucination-Targeted Negatives",
    author = "Liu, Shujun  and
      Wang, Siyuan  and
      Li, Zejun  and
      Wang, Jianxiang  and
      Cheng, Zeng  and
      Huang, Xuanjing  and
      Wei, Zhongyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.674/",
    pages = "14142--14167",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tumpati-etal-2026-finbalance,
    title = "{F}in{B}alance: A Multi-Document Accounting Reconciliation Benchmark",
    author = "Tumpati, Sasank  and
      Agarwal, Devansh  and
      Kedia, Ayush  and
      Neekhra, Arjun  and
      Mandal, Murari  and
      Garg, Krishna  and
      Sinha, Yash  and
      Gupta, Suman  and
      Kumar, Dhruv",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.675/",
    pages = "14168--14191",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-yao-2026-tool,
    title = "Tool-meme: Tool-Learning Framework for Multimodal Meme Detection",
    author = "Liu, Shuai  and
      Yao, Yingying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.676/",
    pages = "14192--14215",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fujiwara-etal-2026-continuous,
    title = "Continuous Difficulty Control for Text Simplification",
    author = "Fujiwara, Yuki  and
      Miyata, Rina  and
      Kajiwara, Tomoyuki  and
      Arase, Yuki",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.677/",
    pages = "14216--14227",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-ban,
    title = "Ban{\&}Pick: Enhancing Performance and Efficiency of {M}o{E}-{LLM}s via Smarter Routing",
    author = "Chen, Yuanteng  and
      Wang, Peisong  and
      Shao, Yuantian  and
      Zeng, Nanxin  and
      Xu, Chang  and
      Cheng, Jian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.678/",
    pages = "14228--14253",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-sparse,
    title = "Sparse Model Diffing via Dynamic Circuits",
    author = "Li, Yueyan  and
      Gao, Wenhao  and
      Yuan, Caixia  and
      Wang, Xiaojie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.679/",
    pages = "14254--14276",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jiang-etal-2026-atomicity,
    title = "Atomicity for Agents: Exposing, Exploiting, and Mitigating {TOCTOU} Vulnerabilities in Browser-Use Agents",
    author = "Jiang, Linxi  and
      Liu, Zhijie  and
      Luo, Haotian  and
      Lin, Zhiqiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.680/",
    pages = "14277--14291",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-stage,
    title = "Stage-Aware Controllable Dialogue Generation for {CBT}-Based Psychological Support",
    author = "Chen, Haibo  and
      Zhao, Qiuyang  and
      Liu, Qinyuan  and
      Jiang, Bo  and
      Sun, Meng  and
      Gao, Mingmei  and
      Chong, Qingwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.681/",
    pages = "14292--14312",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-rgcc,
    title = "{RGCC}: Retriever-Guided Context Compression for Efficient Vision{--}Language Alignment in Knowledge-Based {VQA}",
    author = "Li, Qiankun  and
      Zhai, Feifei  and
      Chen, Jianghao  and
      Li, Chong  and
      Gao, Haoran  and
      Meng, Fanyu  and
      Feng, Junlan  and
      Zhao, Yang  and
      Zhou, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.682/",
    pages = "14313--14335",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ke-etal-2026-interactive,
    title = "Interactive Memory Learning for Long-Term Conversations",
    author = "Ke, Cai  and
      Yan, Jiangyue  and
      Zhang, Han  and
      Liu, Xin  and
      Yuan, Zike  and
      Yu, Yue  and
      Wang, Hui  and
      Xu, Ruifeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.683/",
    pages = "14336--14358",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-adaptive-bi,
    title = "Adaptive Bi-{SADA}: Bidirectional Structure-Aware Data Augmentation for Robust Aspect Sentiment Quadruplet Prediction",
    author = "Liu, Feixiang  and
      Qiu, Qiang  and
      Xu, Hui  and
      Wang, Zheng  and
      Cheng, Xueqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.684/",
    pages = "14359--14368",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-atoms,
    title = "Atoms and Grammar of the Heart: Geometry-Aligned Discrete Tokenization for {ECG} Language Modeling",
    author = "Wang, Zirui  and
      Yang, Qiuling  and
      Wu, Pang  and
      Wang, Peng  and
      Li, Zhenfeng  and
      Chen, Xianxiang  and
      Du, Lidong  and
      Fang, Zhen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.685/",
    pages = "14369--14393",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gao-etal-2026-evidence,
    title = "Evidence-Bounded Mental Health Reasoning from Heterogeneous Speech Protocols",
    author = "Gao, Chengyuan  and
      WU, Jiang  and
      Lu, Tao  and
      Guo, Jiayan  and
      Xu, Mingkun  and
      Zang, Tianyi  and
      Li, Shangyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.686/",
    pages = "14394--14406",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cui-niu-2026-cvar,
    title = "{CV}a{R}-{RMD}: {CV}a{R} Selection Pressure for Robust Metaheuristic Discovery",
    author = "Cui, Ruodai  and
      Niu, Li",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.687/",
    pages = "14407--14429",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{song-etal-2026-escaping,
    title = "Escaping the Frequent Finding Shortcut: Pathology-Aware Curriculum Learning 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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.688/",
    pages = "14430--14442",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-dynsess,
    title = "{D}yn{S}ess: Dynamic Session-Level Evaluation and Optimization Framework for Role-Playing Agents",
    author = "Zhang, Rongsheng  and
      Tang, Jiji  and
      Ren, Junnan  and
      Bao, Zuyi  and
      Chen, Weijie  and
      Hu, Ruofan  and
      Lv, Tangjie  and
      Zhao, Zhou  and
      Zhang, Yan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.689/",
    pages = "14443--14461",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gwak-etal-2026-lara,
    title = "{L}a{RA}: Layer-wise Representation Analysis for Detecting Data Contamination in {RL} Post-Training",
    author = "Gwak, Minju  and
      Kwak, Minseo  and
      Lee, Dongseok  and
      Son, Guijin  and
      Ritter, Alan  and
      Kim, Jaehyung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.690/",
    pages = "14462--14487",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sinha-etal-2026-monitorable,
    title = "Monitorable Chart Reasoning Agents via Verifiable Process Rewards",
    author = "Sinha, Sanchit  and
      Frunza, Oana  and
      Rasul, Kashif  and
      Zhang, Aidong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.691/",
    pages = "14488--14511",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{peng-wang-2026-optiarena,
    title = "{O}pti{A}rena: Can {LLM}s Improve Executable Algorithms under Fixed Resource Budgets?",
    author = "Peng, Wenjun  and
      Wang, Xinyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.692/",
    pages = "14512--14528",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-semantics,
    title = "Same Semantics, Different Outcome: On the Modality Robustness of Multimodal {LLM}s under Knowledge Conflict",
    author = "Lee, Jungyeon  and
      Yoon, Yejin  and
      Kim, Taeuk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.693/",
    pages = "14529--14548",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-beyond-semantic-similarity,
    title = "Beyond Semantic Similarity: Learning Behavior-Aligned Retrieval for Tool-Augmented {LLM}s",
    author = "Chen, Yixin  and
      Xiong, Ying  and
      Wu, Shangyu  and
      Cui, Yufei  and
      Liu, Xue  and
      Guan, Nan  and
      Xue, Chun Jason",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.694/",
    pages = "14549--14571",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-aria,
    title = "{ARIA}: Audio-Driven Melody{--}Tone Relation Modeling for {C}antonese Lyric Authoring",
    author = "Li, Shengyu  and
      Wang, Jinting  and
      Liu, Li",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.695/",
    pages = "14572--14595",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-ur2,
    title = "{UR}$^{2}$-{MLLM}: Uncertainty-aware Revisit Reasoning in Multimodal Large Language Models for Radiology Report Generation",
    author = "Chen, Yucheng  and
      Yu, Yang  and
      Zhou, Jiazhou  and
      Shi, Yufei  and
      Lan, Yongying  and
      Zhang, Yichi  and
      Liyi, Li  and
      Yeo, Si Yong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.696/",
    pages = "14596--14620",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xie-etal-2026-small,
    title = "Small Language Models as Judges for Rubric-Based Reinforcement Learning",
    author = "Xie, Fengyu  and
      Zhao, Yilun  and
      Chen, Bingsen  and
      Cohan, Arman  and
      Zhao, Chen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.697/",
    pages = "14621--14645",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-interventionbench,
    title = "{I}ntervention{B}ench: Can {LLM} Agents Adapt to Mid-task User Interventions?",
    author = "Lee, Jaehoon  and
      Bae, Suyoung  and
      Lee, Jin-Seop  and
      Choi, YunSeok  and
      Lee, Jee-Hyong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.698/",
    pages = "14646--14666",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dong-etal-2026-star,
    title = "{STAR} : Sentence Translation Alignment Rate for Document-to-Document Machine Translation",
    author = "Dong, Yichen  and
      Wang, Hao  and
      Li, Junhui  and
      Xu, Linlong  and
      Wang, Longyue  and
      Luo, Weihua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.699/",
    pages = "14667--14689",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-prefinfer,
    title = "{PREFINFER}: Preference Inference from User-{LLM} Interaction History",
    author = "Chen, Yufei  and
      Peng, Hao  and
      Qi, Yunjia  and
      Hou, Lei  and
      Xu, Bin  and
      Li, Juanzi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.700/",
    pages = "14690--14712",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-foresight-enhancing,
    title = "{F}ore{S}ight: Enhancing Risk Monitoring via Early Safety Signal Distillation",
    author = "Wang, Hanling  and
      Wei, Chenlong  and
      Xu, Ling  and
      Niu, Hanyan  and
      Cao, Qi  and
      Huang, Shizhou  and
      Yang, Yang  and
      Zhu, Xiaohui  and
      Zhu, Yao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.701/",
    pages = "14713--14729",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-fiver,
    title = "{FIVER}: Adaptive Fusion of Formal and Informal Verification for Mathematical Reasoning in {LLM}s",
    author = "Li, Yujie  and
      Xu, Ao  and
      Guo, Ziyou  and
      Wu, Tieru",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.702/",
    pages = "14730--14750",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{diao-etal-2026-entropy,
    title = "Entropy-Adaptive Fine-Tuning: Resolving Confident Conflicts to Mitigate Forgetting",
    author = "Diao, Muxi  and
      Yang, Lele  and
      Gong, Wuxuan  and
      Zhang, Yutong  and
      Yan, Zhonghao  and
      Han, Yufei  and
      Liang, Kongming  and
      Xu, Weiran  and
      Ma, Zhanyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.703/",
    pages = "14751--14771",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-evirerank,
    title = "{E}vi{R}erank: Adaptive Evidence Construction for Long-Document {LLM} Reranking",
    author = "Li, Minghan  and
      Gaussier, Eric  and
      Li, Juntao  and
      Zhou, Guodong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.704/",
    pages = "14772--14792",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-nova,
    title = "{NOVA}: {NO}ise-aware Verbal Confidence {CA}libration for Robust Large Language Models in {RAG} Systems",
    author = "Liu, Jiayu  and
      Wang, Rui  and
      Zong, Qing  and
      Wang, Yumeng  and
      Qian, Cheng  and
      Zeng, Qingcheng  and
      Zheng, Tianshi  and
      Shi, Haochen  and
      Guo, Dadi  and
      Xu, Baixuan  and
      Li, Chunyang  and
      Song, Yangqiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.705/",
    pages = "14793--14835",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{quan-etal-2026-context,
    title = "{C}on{TE}x{T}: Temporal Knowledge Graph Question Answering via Contractive Dual-Space Subgraph Search",
    author = "Quan, Xu  and
      Yin, Yanting  and
      Li, Shiying  and
      Zhang, Wensheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.706/",
    pages = "14836--14847",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-deploybench,
    title = "{D}eploy{B}ench : Benchmarking {LLM} Agents for Research Artifact Deployment",
    author = "Wang, Yuanli  and
      Qian, Yaoyao  and
      Zhang, Yue  and
      Zhou, Hanhan  and
      Huang, Jindan  and
      Fu, Tianfu  and
      Mang, Qiuyang  and
      Mao, Huanzhi  and
      Chai, Wenhao  and
      Fan, Wendong  and
      Jing, Liqiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.707/",
    pages = "14848--14866",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{morozov-etal-2026-belamorphlm,
    title = "{B}ela{M}orph{LM}: A Controlled Study of Morphology-Aware Tokenization for {B}elarusian Encoder Language Models",
    author = "Morozov, Dmitry  and
      Astapenka, Lizaveta  and
      Shcherbakova, Olga",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.708/",
    pages = "14867--14885",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-dont-wait,
    title = "Don{'}t Wait to Reply: Towards Responsive yet Thoughtful Dialogue through Proactive Thinking",
    author = "Wang, Ante  and
      Fu, Jiaqi  and
      Chen, Xuanyi  and
      Ma, Ruotian  and
      Tu, Zhaopeng  and
      Ma, Weizhi  and
      Liu, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.709/",
    pages = "14886--14902",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{anh-etal-2026-perish,
    title = "Perish or Flourish? A Holistic Evaluation of Large Language Models for Code Generation in Functional Programming",
    author = "Anh, Lang Hong Nguyet  and
      Lang, Eric  and
      Le, Bach  and
      Thang, Huynh Quyet  and
      Le-Cong, Thanh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.710/",
    pages = "14903--14925",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-chen-2026-feedback,
    title = "Feedback-Assisted Trust Propagation over Document Relation Graphs for Retrieval-Augmented Generation",
    author = "Li, Zhuoheng  and
      Chen, Ying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.711/",
    pages = "14926--14940",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cao-etal-2026-clueaegis,
    title = "{C}lue{A}egis: Heuristic-to-Reasoning Cognitive-skill Learning for Unified Evidence-based Synthetic Image Detection",
    author = "Cao, Huangsen  and
      Chu, Hongkang  and
      Li, Yuxi  and
      Zhang, Ying  and
      Li, Chen  and
      Lyu, Jing  and
      Wang, Yongwei  and
      Zhao, Yu  and
      Wu, Fei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.712/",
    pages = "14941--14972",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-dip,
    title = "{DIP}: Dynamic In-Context Planner For Diffusion Language Models",
    author = "Li, Yang  and
      Meng, Han  and
      Wang, Chenan  and
      Bi, Zhenyu  and
      Wang, Xuan  and
      Chen, Haipeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.713/",
    pages = "14973--14991",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fan-etal-2026-fairsynth,
    title = "{F}air{S}ynth: Instrument-Relative Evaluation and Calibration of {LLM} Survey Simulations for Measurement Fairness",
    author = "Fan, Guangrui  and
      Liu, DanDan  and
      Guo, Qian  and
      Niu, Xueying  and
      Pan, Lihu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.714/",
    pages = "14992--15012",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{morozov-etal-2026-searching,
    title = "Searching for a Unified Approach to Morpheme Segmentation: Benchmarking Supervised and {LLM} Architectures Across 20 Languages",
    author = "Morozov, Dmitry  and
      Glazkova, Anna  and
      Lyashevskaya, Olga",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.715/",
    pages = "15013--15037",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kobayashi-etal-2026-stabilizing,
    title = "Stabilizing Hard-Negative Preference Optimization for Medical {LLM}s",
    author = "Kobayashi, Kazuma  and
      Yamagishi, Yosuke  and
      Shibaki, Ryota  and
      Sakai, Azusa  and
      Kodama, Takashi  and
      Gu, Lin  and
      Li, Irene  and
      Arase, Yuki  and
      Aizawa, Akiko  and
      Kurohashi, Sadao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.716/",
    pages = "15038--15063",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-etal-2026-evosql,
    title = "{E}vo{SQL}: Memory-Augmented Critic-Generator Co-Evolution for Text-to-{SQL}",
    author = "Zhou, Jiawei  and
      Wang, Jianwei  and
      Zhou, Chenyu  and
      Shi, Chaojian  and
      Dong, Ming  and
      Wang, Kai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.717/",
    pages = "15064--15092",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kong-etal-2026-grounded,
    title = "Grounded Normative Rule Generation with Structured Search",
    author = "Kong, Fanqi  and
      Yin, Huaxiao  and
      Zhang, Ruijie  and
      Zhang, Xiaoyuan  and
      Huang, Yizhe  and
      Gao, Jian  and
      Chen, Shuo  and
      Zhu, Song-Chun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.718/",
    pages = "15093--15122",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{park-etal-2026-keep,
    title = "What to Keep in Tight-Budget Dialogue Compression: Turn-Level Information Matters",
    author = "Park, Minji  and
      Yoon, Seunghyun  and
      Lim, Hyuk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.719/",
    pages = "15123--15130",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shin-etal-2026-geomesh,
    title = "{G}eo{M}esh: Workload-Balanced and Sign-Compressed Geo-Distributed {LLM} Training",
    author = "Shin, Changyong  and
      Park, Jaerim  and
      Kang, Minchul  and
      Go, Younghun  and
      Niu, Zhixiong  and
      Xiong, Yongqiang  and
      Yang, Gyeongsik  and
      Yoo, Chuck",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.720/",
    pages = "15131--15152",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{han-etal-2026-unifying,
    title = "Unifying Detection and Adaptation in Task-Free Continual Learning",
    author = "Han, Dezheng  and
      Zhang, Anbang  and
      Zhu, Zhihao  and
      Guo, Shuaishuai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.721/",
    pages = "15153--15177",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cai-etal-2026-parameters,
    title = "From Parameters to Behaviors: A Survey of Model Fusion for Large Language Models",
    author = "Cai, Shuo  and
      Gu, Yanggan  and
      Wang, Zihao  and
      Wang, Yuanyi  and
      Yan, Yibo  and
      Wang, Wenjun  and
      Liu, Yuhang  and
      Zhu, Guanghao  and
      Huang, Sirui  and
      Ming, Li  and
      Yang, Hongxia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.722/",
    pages = "15178--15202",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tang-etal-2026-vdar,
    title = "{VDAR}-Router: Adaptive {LLM}s Routing via Verbalized Query Difficulty Analysis Retrieval",
    author = "Tang, Yu-Chien  and
      Hung, Jun-Chen  and
      Peng, Wen-Chih  and
      Yen, An-Zi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.723/",
    pages = "15203--15222",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-failalign,
    title = "{F}ail{A}lign: Failure-Aligned Bootstrapping for Long-Horizon {HTML} Based Code Generation Agents",
    author = "Xu, Fanglin  and
      Zhang, Wei  and
      Yang, Jian  and
      Chen, Guo  and
      Yang, Liqun  and
      Li, Zhoujun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.724/",
    pages = "15223--15236",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{khan-etal-2026-language,
    title = "Can Language Model Agents be Helpful Circuit Explainers in Mechanistic Interpretability?",
    author = "Khan, Ayan Antik  and
      Kohli, Harsh  and
      Yao, Yuekun  and
      Sun, Huan  and
      Yao, Ziyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.725/",
    pages = "15237--15261",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-trustfv,
    title = "{T}rust{FV}: Trustworthy Fact Verification on Knowledge Graph via Process Reward-Guided Step-Level Constrained Decoding",
    author = "Zhang, Yue  and
      Zhou, Shicheng  and
      Gao, Yifu  and
      Tian, Zhiliang  and
      Hou, Wenqing  and
      Zhou, Bin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.726/",
    pages = "15262--15275",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ma-etal-2026-unlocking,
    title = "Unlocking Latent Medical Reasoning in {LLM}s via Inference-Time Representation and Prefix Interventions",
    author = "Ma, Ming  and
      Li, Jiayun  and
      Zhao, Sendong  and
      Du, Yanrui  and
      Fan, Yuzheng  and
      Zhao, Danyang  and
      Qin, Bing  and
      Liu, Ting",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.727/",
    pages = "15276--15297",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-illusion-visual,
    title = "The Illusion of Visual Tool-Use: A Causal Audit of Thinking with Images",
    author = "Wang, Zhiheng  and
      Peng, Bo  and
      Wei, Lai  and
      Lu, Chaochao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.728/",
    pages = "15298--15318",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhu-etal-2026-task,
    title = "Task-Grounded and {EL}2{N}-Informed {RAG} Switch for Domain-Specific Information Extraction",
    author = "Zhu, Xingyu  and
      Bossy, Robert  and
      Nagy, Balazs  and
      Vidacs, Laszlo  and
      N{\'e}dellec, Claire",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.729/",
    pages = "15319--15336",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sturgeon-etal-2026-humanagencybench,
    title = "{H}uman{A}gency{B}ench: Scalable Evaluation of Human Agency Support in {AI} Assistants",
    author = "Sturgeon, Benjamin  and
      Samuelson, Daniel  and
      Haimes, Jacob  and
      Anthis, Jacy Reese",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.730/",
    pages = "15337--15367",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cheng-etal-2026-cola,
    title = "{C}o{L}a-{ICD}: A Knowledge-Enhanced Framework for Long-Tail Automated Medical Coding",
    author = "Cheng, Yihang  and
      Liesaputra, Veronica  and
      Trotman, Andrew",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.731/",
    pages = "15368--15380",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dong-etal-2026-demo,
    title = "Demo-{ICL}: In-Context Learning for Procedural Video Knowledge Acquisition",
    author = "Dong, Yuhao  and
      Tian, Shulin  and
      Liu, Shuai  and
      Ding, Shuangrui  and
      Zang, Yuhang  and
      Dong, Xiaoyi  and
      Cao, Yuhang  and
      Wang, Jiaqi  and
      Liu, Ziwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.732/",
    pages = "15381--15399",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-mona,
    title = "{MONA}: Muon Optimizer with Nesterov Acceleration for Scalable Language Model Training",
    author = "Li, Jiacheng  and
      Tan, Jianchao  and
      Xu, Hongtao  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.733/",
    pages = "15400--15413",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yan-etal-2026-information,
    title = "Information-Theoretic Limits of Positional Identifiability under Hybrid Graph Encodings",
    author = "Yan, Zimo  and
      Xie, Zheng  and
      Liu, Chang  and
      Lv, Yiqin  and
      Duan, Runfan  and
      Wang, Yuan  and
      Zeng, Bingyao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.734/",
    pages = "15414--15434",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xia-etal-2026-agentic,
    title = "Agentic Chain-of-Thought Steering for Efficient and Controllable {LLM} Reasoning",
    author = "Xia, Yu  and
      Xie, Zhouhang  and
      Xu, Xin  and
      Kang, Byungkyu  and
      Lamba, Prarit  and
      Gao, Xiang  and
      McAuley, Julian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.735/",
    pages = "15435--15454",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{surana-etal-2026-empirical,
    title = "An Empirical Study on Zero-Data Bootstrapping for Conversational Recommender Systems",
    author = "Surana, Rohan  and
      Wu, Junda  and
      Xie, Zhouhang  and
      Xia, Yu  and
      Kallus, Nathan  and
      McAuley, Julian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.736/",
    pages = "15455--15472",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ren-etal-2026-event,
    title = "Event Ontology Expansion via {LLM}-Based Conceptualization",
    author = "Ren, Weicheng  and
      Li, Zixuan  and
      Bai, Long  and
      Jin, Xiaolong  and
      Guo, Jiafeng  and
      Cheng, Xueqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.737/",
    pages = "15473--15489",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ma-etal-2026-linear,
    title = "Linear Fitness Subspace in Protein Language Models Enables Sample-Efficient Directed Evolution",
    author = "Ma, SiYuan  and
      Xiao, Canran  and
      Xiao, Zikai  and
      Gao, Albert  and
      He, Liang  and
      Wang, Xuan-Yu  and
      Cao, Shuying  and
      Jia, Xiaojun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.738/",
    pages = "15490--15511",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nguyen-etal-2026-analyzing,
    title = "Analyzing Reasoning Shifts in Audio Deepfake Detection Under Adversarial Attacks",
    author = "Nguyen, Binh  and
      Fleming, Charles  and
      Le, Thai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.739/",
    pages = "15512--15532",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-realworldshop,
    title = "{R}eal{W}orld{S}hop: Benchmarking and Improving Conversational Shopping Agents in Real-World {E}-commerce",
    author = "Yang, Xinwei  and
      Mao, Kelong  and
      Guo, Yudong  and
      Xu, Sulong  and
      Simiu, Gu  and
      Huang, Chen  and
      Lei, Wenqiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.740/",
    pages = "15533--15565",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{upadhyay-etal-2026-praxis,
    title = "{PRAXIS}: A 68-Industry Benchmark for Pragmatic-Form Bias in Suggestion Mining",
    author = "Upadhyay, Aniket  and
      Trivedi, Aakash  and
      Bajoria, Sparsh  and
      Ranjan, Shreyanshu  and
      Kumar, Dhruv  and
      Narang, Pratik",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.741/",
    pages = "15566--15586",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tiwari-etal-2026-spectral,
    title = "Spectral Query-Key Product Weight Steering for Training-Free {VLM} Hallucination Mitigation",
    author = "Tiwari, Karn  and
      Chordia, Varnith  and
      AP, Prathosh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.742/",
    pages = "15587--15616",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-evopool,
    title = "{E}vo{P}ool: Evolutionary Programmatic Annotation for Label-Efficient Specialized Supervision",
    author = "Xu, Tianyi  and
      Zhang, Yaolun  and
      Ouyang, Xuan  and
      Wang, Huazheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.743/",
    pages = "15617--15656",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jang-etal-2026-doc2weight,
    title = "{D}oc2{W}eight: In-Weights Retrieval-Augmented Generation via Parameter Injection",
    author = "Jang, GyuSik  and
      Lee, Wonkee  and
      Na, Seung-Hoon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.744/",
    pages = "15657--15674",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{peng-etal-2026-memory,
    title = "From Memory to Behavior: A Behavior-Aware Role-Playing Framework for Social Media Influencers",
    author = "Peng, Ji-Lun  and
      Zhang, Yi-Zhen  and
      Chou, Chun-Nan  and
      Chen, Yun-Nung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.745/",
    pages = "15675--15707",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-evidence,
    title = "When Evidence Conflicts: Reliability-aware Meta-review Generation",
    author = "Wang, Xinzhe  and
      Tao, Fei  and
      Xie, Jiang  and
      Yu, Hong  and
      Wang, Ye",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.746/",
    pages = "15708--15723",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhong-etal-2026-evidence,
    title = "More Evidence Is Not Always More Support: Controlled Diagnostics for Evidence Aggregation in Fact Verification",
    author = "Zhong, Shaoxin  and
      Su, Yuchen  and
      Liu, Qian  and
      Witbrock, Michael J.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.747/",
    pages = "15724--15747",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-prism,
    title = "{PRISM}: Promoting Sampling Diversity of Large Language Models with Implicit Stochastic Modulation",
    author = "Xu, Qixin  and
      Zhu, Zihan  and
      Liu, Xiaojiang  and
      Lyu, Bohan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.748/",
    pages = "15748--15772",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-dartersd,
    title = "{D}arter{SD}: Dynamic Token-Weighted Distillation for High-Efficient Speculative Decoding",
    author = "Zhang, Zhaoning  and
      Baizhou, Xu  and
      Zhang, Libo  and
      Chen, Yi  and
      Tian, Zhiliang  and
      Huang, Zhen  and
      Li, Dongsheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.749/",
    pages = "15773--15788",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{feng-etal-2026-agentswing,
    title = "{A}gent{S}wing: Adaptive Parallel Context Management Routing for Long-Horizon Web Agents",
    author = "Feng, Zhaopeng  and
      Su, Liangcai  and
      Zhang, Zhen  and
      Wang, Xinyu  and
      Wang, Xiaobin  and
      Fang, Runnan  and
      Zhang, Xiaotian  and
      Chen, Hui  and
      Zhang, Qi  and
      Zhou, Joey Tianyi  and
      Xie, Pengjun  and
      Qian, Chenxiong  and
      Hooi, Bryan  and
      Liu, Zuozhu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.750/",
    pages = "15789--15808",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-ns,
    title = "{NS}-Copilot: An {LLM}-Driven Agent System for Autonomous Neuroscience Analysis",
    author = "Liu, Wuche  and
      Qiao, Yiran  and
      Hou, Linlin  and
      Yang, Rui  and
      Pu, Shusen  and
      Wang, Song  and
      Ma, Jing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.751/",
    pages = "15809--15828",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jin-etal-2026-wont,
    title = "You Won{'}t Believe This Click: Content Rewriting for Agentic Choice",
    author = "Jin, Tianyi  and
      Wang, Zirui  and
      Chan, David M.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.752/",
    pages = "15829--15857",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qiu-etal-2026-mango,
    title = "{MANGO}: Manga Active Narrative Grounding Optimization",
    author = "Qiu, Hao  and
      Wang, Junyan  and
      Liu, Zheyuan  and
      Fan, Lei  and
      Jia, Hong  and
      Guo, Lianbo  and
      Tao, Zhulin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.753/",
    pages = "15858--15873",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-tsa,
    title = "{TSA}-{RAG}: Structure-Preserving Retrieval-Augmented Generation via Tiered Document Graph",
    author = "Zhang, Kaiyuan  and
      Feng, Chong  and
      Shi, Ge  and
      Xu, Lingnan  and
      Wang, Bo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.754/",
    pages = "15874--15894",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zheng-etal-2026-onevision,
    title = "{O}ne{V}ision: An End-to-End Generative Framework for Multi-view {E}-commerce Vision Search",
    author = "Zheng, Zexin  and
      Dai, Huangyu  and
      Mao, Lingtao  and
      Sun, Xinyu  and
      Liang, Zihan  and
      Chen, Ben  and
      Lei, Chenyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.755/",
    pages = "15895--15914",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-shotfinder,
    title = "{S}hot{F}inder: Imagination-Driven Open-Domain Video Shot Retrieval via Web Search",
    author = "Yu, Tao  and
      Jin, Haopeng  and
      Wang, Hao  and
      Chai, Shenghua  and
      Yang, Yujia  and
      Luo, Zhongtian  and
      Gong, Junhao  and
      Guo, Jiaming  and
      Zhang, Minghui  and
      Chen, Xinlong  and
      Zhang, Zhenghao  and
      Zhou, Yuxuan  and
      Gong, Yanpei  and
      Liu, YuanCheng  and
      Ding, Yiming  and
      Zeng, Kangwei  and
      Yang, Pengfei  and
      Xiong, Yufei  and
      Zhang, Shanbin  and
      Chengshaoxiong  and
      Ruilin, Huang  and
      Shuo, Li  and
      Niu, Yuxi  and
      Zhang, Xinyuan  and
      Xu, Yueya  and
      Mao, Jie  and
      Ji, Ruixuan  and
      Zhao, Yaru  and
      Zhang, Mingchen  and
      Yang, Jiabing  and
      Liu, Jiaqi  and
      Zhang, YiFan  and
      Yi, Hongzhu  and
      Wang, Xinming  and
      Zhong, Cheng  and
      Ma, Xiao  and
      Zhang, Zhang  and
      Huang, Yan  and
      Wang, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.756/",
    pages = "15915--15944",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tian-etal-2026-p,
    title = "{P}-Space: Puncturing the Null-Space to Resolve Cognitive Dissonance in Continual Knowledge Editing",
    author = "Tian, Shiqiang  and
      Ding, Cheng  and
      Chen, Qin  and
      Zhou, Jie  and
      Li, Xin  and
      He, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.757/",
    pages = "15945--15964",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-cee,
    title = "{CEE}: An Inference-Time Jailbreak Defense for Embodied Intelligence via Subspace Concept Rotation",
    author = "Yang, Jirui  and
      Lin, Zheyu  and
      Lu, Zhihui  and
      Wang, Yinggui  and
      Wang, Lei  and
      Wei, Tao  and
      Duan, Qiang  and
      Du, Xin  and
      Yang, Shuhan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.758/",
    pages = "15965--15996",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-skillcomposer,
    title = "{S}kill{C}omposer: Learning to Evolve Agent Skills for Specification and Generalization",
    author = "Zhang, Qi  and
      Feng, Zhaopeng  and
      Shi, Xiaonan  and
      Hu, Xiaomeng  and
      Liuchu  and
      Xie, Pengjun  and
      Wang, Xiaobin  and
      Hooi, Bryan  and
      Wang, Haobo  and
      Zhao, Junbo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.759/",
    pages = "15997--16011",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-search-time,
    title = "Search-Time Contamination in Deep Research Agents: Measuring Performance Inflation in Public Benchmark Evaluation",
    author = "Wang, Yongjie  and
      Zhang, Xinyue  and
      Kunhong, Yao  and
      Zeng, Zhiwei  and
      Song, Kaisong  and
      Lin, Jun  and
      Shen, Zhiqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.760/",
    pages = "16012--16027",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhu-etal-2026-large-reasoning,
    title = "When Can Large Reasoning Models Save Thinking? Mechanistic Analysis of Behavioral Divergence in Reasoning",
    author = "Zhu, Rongzhi  and
      Liu, Yi  and
      Wang, Jiancheng  and
      Liu, Xiangyu  and
      Sun, Zequn  and
      Wang, Yiwei  and
      Deng, Yu  and
      Zhou, Zijian  and
      Hu, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.761/",
    pages = "16028--16040",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-medmt,
    title = "{M}ed{MT}-Bench: Can {LLM}s Memorize and Understand Long Multi-Turn Conversations in Medical Scenarios?",
    author = "Yang, Lin  and
      Yang, Yuancheng  and
      Wang, Xu  and
      Liu, Changkun  and
      Yang, Haihua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.762/",
    pages = "16041--16075",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-seeing,
    title = "When Seeing Is Not Believing{---}A Benchmark for Search-Grounded Video Misinformation Detection",
    author = "Yu, Tao  and
      Yang, Yujia  and
      Chai, Shenghua  and
      Zhang, Jinshuai  and
      Jin, Haopeng  and
      Wang, Hao  and
      Zhang, Minghui  and
      Luo, Zhongtian  and
      Long, Yuchen  and
      Chen, Xinlong  and
      Yang, Jiabing  and
      Kang, Zhaolu  and
      Zhou, Yuxuan  and
      Cao, Siyi  and
      Wu, Yuqing  and
      Wang, Peifan  and
      Dang, Tianyang  and
      Guo, Minghui  and
      Wang, Hanyu  and
      Huang, Hai  and
      Man, Zhengyu  and
      Yang, Xingyu  and
      Sun, Xinya  and
      Wang, Xinming  and
      Yi, Hongzhu  and
      He, Zheqi  and
      Yang, Xi  and
      Huang, Yan  and
      Wang, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.763/",
    pages = "16076--16118",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-attributing,
    title = "Attributing Structured-Output Gains in Function Calling: Interface Alignment versus Procedural Transfer",
    author = "Chen, Wanyi  and
      Chen, Daoyuan  and
      Kong, Fang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.764/",
    pages = "16119--16136",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cha-chae-2026-attention,
    title = "Attention-Aware Remasking: A Training-Free Approach for Enhancing Visual Fidelity in Multimodal Diffusion Language Models",
    author = "Cha, Yechan  and
      Chae, Dong-Kyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.765/",
    pages = "16137--16151",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-agentic-reward,
    title = "Agentic Reward Modeling for Medical Reasoning",
    author = "Zhang, Hang  and
      Wang, Ruheng  and
      Ji, Yuelyu  and
      Kwak, Min Gu  and
      Wu, Xizhi  and
      Li, Chenyu  and
      Zhang, Li  and
      Shi, Wenqi  and
      Peng, Yifan  and
      Wang, Yanshan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.766/",
    pages = "16152--16168",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-less-empirical,
    title = "When Less Is More: An Empirical Study of Prompt-Pattern Composition",
    author = "Li, Xiang  and
      Shi, Tongqing  and
      Li, Zhirui  and
      Han, Jiale  and
      Wang, Benyou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.767/",
    pages = "16169--16188",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liang-etal-2026-grad,
    title = "{GRAD}: {GRAD}ient Rectification based on Authentic Data for Low-Resource Neural Machine Translation with Back Translation",
    author = "Liang, Zhuofei  and
      Lyu, Xinglin  and
      Mu, Lingling  and
      Xu, Hongfei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.768/",
    pages = "16189--16200",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{im-etal-2026-oasis,
    title = "{OASIS}: An Open-vocabulary Benchmark for Aspect-Opinion-Sentiment Extraction with Implicit-aspect Specificity",
    author = "Im, Junyeop  and
      Park, Jonghyun  and
      Chae, Dong-Kyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.769/",
    pages = "16201--16231",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cai-etal-2026-benchmark,
    title = "A Benchmark for Self-Evolving Agents via Experience-Driven Lifelong Learning",
    author = "Cai, Yuxuan  and
      Hao, Yipeng  and
      Zhou, Jie  and
      Yan, Hang  and
      Lei, Zhikai  and
      Zheng, Rui  and
      Han, Zhenhua  and
      Yang, Yutao  and
      Li, Junsong  and
      Pan, Qianjun  and
      Huai, Tianyu  and
      Chen, Qin  and
      Li, Xin  and
      Chen, Kai  and
      Zhang, Bo  and
      Qiu, Xipeng  and
      He, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.770/",
    pages = "16232--16272",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hanya-etal-2026-insightchain,
    title = "{I}nsight{C}hain: Optimized Chain-of-Insight Analytics for {LLM}-driven Data Visualization",
    author = "Hanya, Sun  and
      Zhang, Chen  and
      Liang, Sheng  and
      Zhang, Yongyue  and
      Liu, Yong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.771/",
    pages = "16273--16295",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xing-etal-2026-clinicalretrial,
    title = "{C}linical{R}e{T}rial: Clinical Trial Redesign with Self-Evolving Agents",
    author = "Xing, Sixue  and
      Wu, Kerui  and
      Xia, Xuanye  and
      He, Haoyu  and
      Jiang, Meng  and
      Chen, Jintai  and
      Fu, Tianfan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.772/",
    pages = "16296--16330",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-li-2026-gsspo,
    title = "{GSSPO}: Group Sentence-Specified Sequence Policy Optimization for {LLM} Personality Alignment",
    author = "Zhang, Shurui  and
      Li, Zikai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.773/",
    pages = "16331--16362",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bai-etal-2026-towards,
    title = "Towards Effective Experiential Learning: Dual Guidance for Utilization and Internalization",
    author = "Bai, Fei  and
      Chen, Zhipeng  and
      Hao, Chuan  and
      Yang, Ming  and
      Tao, Ran  and
      Dai, Bryan  and
      Zhao, Xin  and
      Yang, Jian  and
      Xu, Hongteng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.774/",
    pages = "16363--16383",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cai-etal-2026-ask,
    title = "Ask Only When Needed: Proactive Retrieval from Memory and Skills for Experience-Driven Lifelong Agents",
    author = "Cai, Yuxuan  and
      Li, Wei  and
      Zhou, Jie  and
      Chen, Qin  and
      Li, Xin  and
      Zhang, Bo  and
      He, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.775/",
    pages = "16384--16400",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ju-lee-2026-citation,
    title = "Citation-Closure Retrieval and Per-Rule Attribution for Real-World Regulatory Compliance Question Answering",
    author = "Ju, Yeong-Joon  and
      Lee, Seong-Whan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.776/",
    pages = "16401--16426",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-ovibench,
    title = "{OVIB}ench: Benchmarking Online Video Question Answering under Interruption",
    author = "Liu, Naiming  and
      Wu, Zhiheng  and
      Wang, Shuning  and
      Zhang, Tie  and
      Liu, Bowen  and
      Wang, Tong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.777/",
    pages = "16427--16446",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-disentangling,
    title = "Disentangling In-Language Alignment and Cross-Lingual Safety Borrowing in Low-Resource Languages",
    author = "Huang, Zeguang  and
      Spenpa, Zhenma  and
      Chu, Mio Yip Sien  and
      Cao, Xi  and
      Qun, Nuo  and
      Tashi, Nyima",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.778/",
    pages = "16447--16459",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{garg-etal-2026-memfail,
    title = "{M}em{F}ail: Stress-Testing Failure Modes of {LLM} Memory Systems",
    author = "Garg, Ishir  and
      Kolhe, Neel  and
      Song, Dawn  and
      Zhao, Xuandong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.779/",
    pages = "16460--16502",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-pats,
    title = "{PATS}: Process-Level Adaptive Thinking Mode Switching",
    author = "Wang, Yi  and
      Liu, Junxiao  and
      Zhang, Shimao  and
      Chen, Jiajun  and
      Huang, Shujian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.780/",
    pages = "16503--16519",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{arif-etal-2026-age,
    title = "The Age of Curiosity Meets the Age of {AI}: Benchmarking Child Safety in Large Language Models",
    author = "Arif, Samee  and
      Borah, Angana  and
      Mihalcea, Rada",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.781/",
    pages = "16520--16556",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{inaba-2026-beyond,
    title = "Beyond Reflection: Affirmation as a Promising Behavioral Marker Associated with Quality in Text-Based Counseling",
    author = "Inaba, Michimasa",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.782/",
    pages = "16557--16571",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-auditing-mitigating,
    title = "Auditing and Mitigating Privacy Leakage in Cloud-Edge Collaborative Decoding",
    author = "Zhang, Kejia  and
      Zou, Tianyuan  and
      GU, Zixuan  and
      Liu, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.783/",
    pages = "16572--16592",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zheng-etal-2026-routepo,
    title = "{R}oute{PO}: Personalized Routing Policy Optimization for {LLM}-based Multi-Channel Recall",
    author = "Zheng, Zaiyi  and
      Zhu, Yaochen  and
      Ju, Mingxuan  and
      Zhao, Tong  and
      Shah, Neil  and
      Li, Jundong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.784/",
    pages = "16593--16609",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-yue-2026-preftool,
    title = "{P}ref{T}ool: Lightweight Preference-Aware Retrieval for Personalized Tool Selection",
    author = "Li, Xuanzhen  and
      Yue, Linan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.785/",
    pages = "16610--16623",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-mitigating,
    title = "Mitigating Exploration Bias in {RL} for Multi-Instruction Following",
    author = "Zhang, Mian  and
      Yin, Yueqin  and
      He, Kaiyu  and
      Wu, Peilin  and
      Zhang, Xinlu  and
      Zhou, Mingyuan  and
      Chen, Zhiyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.786/",
    pages = "16624--16633",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{he-etal-2026-scaffold,
    title = "{SCAFFOLD}: Self-Improving Web Agents via Recursive Parametric Skill Abstraction",
    author = "He, Bowei  and
      Zhang, Xiaokun  and
      Ding, Meng  and
      Liu, Xue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.787/",
    pages = "16634--16650",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kang-etal-2026-order,
    title = "How Order-Sensitive Are {LLM}s? {O}rder{P}robe for Deterministic Structural Reconstruction",
    author = "Kang, Zhaolu  and
      He, Yingjie  and
      Jiang, Kehan  and
      Zheng, Leqi  and
      Qian, Jiachen  and
      Zhang, Qianyuan  and
      Meng, Chunlei  and
      Feng, Yujie  and
      Wang, Yuan  and
      Dou, Stephen  and
      Wu, Aming  and
      Zhao, Pengxiang  and
      Liu, Jiaxin  and
      Wang, Guansu  and
      Zhang, Zeyu  and
      Wang, Zeyu  and
      Wang, Lei  and
      Zhan, Qishi  and
      He, Xiaomin  and
      Zhang, Meisheng  and
      Ni, Jianyuan  and
      Xuan, Richeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.788/",
    pages = "16651--16681",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhu-etal-2026-eibench,
    title = "{EIB}ench: A Simulator-Based Benchmark and Turn-Credit {RL} for Emotion Management",
    author = "Zhu, Rongzhi  and
      Huang, Xiang  and
      Wu, Yuchuan  and
      Wang, Rui  and
      Sun, Zequn  and
      Ren, Tao  and
      Luo, Weiyao  and
      Qiu, Bingxue  and
      Ye, Jieping  and
      Li, Yongbin  and
      Hu, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.789/",
    pages = "16682--16698",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-core,
    title = "{C}o{R}e-{M}o{E}: Compact Reusable {M}o{E} for Continual Multimodal Instruction Tuning",
    author = "Liu, Runze  and
      Gu, Naibin  and
      Ai, Mingxu  and
      Li, Yuqing  and
      Fu, Peng  and
      Lin, Zheng  and
      Wang, Weiping",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.790/",
    pages = "16699--16714",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kang-etal-2026-modality,
    title = "Modality Fault Lines: Structural Corruptions Reveal Fragile Omni-Modal Reasoning",
    author = "Kang, Zhaolu  and
      Wu, Meixin  and
      Xue, Yu  and
      He, Yingjie  and
      Shi, Qiming  and
      Wei, Lei  and
      Wang, Yidi  and
      Xuan, Richeng  and
      Hu, Zhichao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.791/",
    pages = "16715--16748",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-diagnosing-order,
    title = "Diagnosing Order Dependence in Vision-Language Task-Progress Judgment with Equal-State Supervision",
    author = "Wang, Can  and
      Yang, Xiaoda  and
      Zhang, Xueyi  and
      Tang, Menglan  and
      Xue, Jingyang  and
      Gao, Shenzhou  and
      Zhang, Jiahe  and
      Geng, Xiaoran  and
      Zhang, Jiangning  and
      Yuan, Hongyu  and
      Zhang, Peijian  and
      Hu, Xiaobin  and
      Lou, Jianwen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.792/",
    pages = "16749--16773",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zheng-etal-2026-regiozh,
    title = "{R}egio{ZH}: Unveiling Comprehension Disparities across Regional {C}hinese Varieties in {LLM}s",
    author = "Zheng, Weihua  and
      Kui, Wu  and
      Doan, Thong T.  and
      Jingxia, Lin  and
      Aw, AiTi  and
      Chen, Nancy F.  and
      Lee, Roy Ka-Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.793/",
    pages = "16774--16811",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-cascade,
    title = "Cascade: Hierarchical Recoverability Control for Large Language Model Unlearning",
    author = "Yu, Qingchen  and
      Duan, Shiying  and
      Li, Xiaodong  and
      Wang, Yuhua  and
      li, Zhiyu  and
      Zhou, Shiji  and
      Sun, Yifan  and
      Fan, Zhaoxin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.794/",
    pages = "16812--16838",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kou-etal-2026-pela,
    title = "{P}e{LA}: Prompt-Enhanced Logit Adaptation for Personality-Trait Steering in {LLM}s",
    author = "Kou, Haoxuan  and
      Wang, Wenxuan  and
      Liu, Zirui  and
      Shen, Jiaxing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.795/",
    pages = "16839--16861",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qiu-etal-2026-evidence,
    title = "Evidence Absence Is Not Evidence Insufficiency: Diagnosing {NEI} Construction Artifacts in Fact Verification",
    author = "Qiu, Jingxi  and
      Han, Zeyu  and
      Huang, Cheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.796/",
    pages = "16862--16885",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lin-etal-2026-coeffi,
    title = "{C}o{E}ffi: Enhance Efficient Code Generation via Dynamic Collaborative Decoding",
    author = "Lin, Jiahui  and
      Zhang, Jingrui  and
      Zhang, Zixuan  and
      Li, Meilin  and
      Fu, Man  and
      Yu, Siyao  and
      Sun, Weifeng  and
      Yan, Meng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.797/",
    pages = "16886--16905",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bhattacharya-etal-2026-cross,
    title = "A Cross-lingual Comparison of Human and Classification Model Entrainment Behavior in Code-switched Speech Settings",
    author = "Bhattacharya, Debasmita  and
      Ding, Siying  and
      Nguyen, Alayna  and
      Hirschberg, Julia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.798/",
    pages = "16906--16936",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tai-etal-2026-kv,
    title = "{KV} Cache Quantization for Diffusion Language Models",
    author = "Tai, Yan  and
      Ding, Yunan  and
      Li, Guangzhao  and
      Luo, Siqi  and
      Zhang, Chaoyang  and
      Zhai, Guangtao  and
      Guo, Guodong  and
      Liu, Xiaohong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.799/",
    pages = "16937--16951",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sharif-etal-2026-improving,
    title = "Improving Information Extraction with Learned Queries",
    author = "Sharif, Omar  and
      Vosoughi, Soroush  and
      Singh, Nikhil",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.800/",
    pages = "16952--16972",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{peng-etal-2026-beyond-single,
    title = "Beyond Single Gold Labels: Human Variability and Conceptualisation in {C}hinese Classifier Use",
    author = "Peng, Yongheng  and
      Chen, Guanyi  and
      He, Tingting",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.801/",
    pages = "16973--16988",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qin-etal-2026-topical,
    title = "From Topical Relevance to Answerability: Entailment Distillation for Conversational Retrieval",
    author = "Qin, Shuai  and
      An, Guojia  and
      Guo, Weikang  and
      Ke, Pei  and
      Wei, Jiwei  and
      Yang, Yang  and
      Zou, Jie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.802/",
    pages = "16989--17003",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-dualeval,
    title = "{D}ual{E}val: Joint Model-Item Calibration for Unified {LLM} Evaluation",
    author = "Li, Aaron J.  and
      Huang, Hao  and
      Park, Youngmin  and
      Ma, Yitong  and
      Chiang, Wei-Lin  and
      Chen, Li  and
      Hsieh, Cho-Jui  and
      Yu, Bin  and
      Stoica, Ion",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.803/",
    pages = "17004--17027",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fu-etal-2026-papergraph,
    title = "{P}aper{G}raph-Bench: Graph-Guided Benchmark Construction and Multi-Turn Evaluation for Scientific Paper Reading",
    author = "Fu, Rao  and
      Dai, Qing  and
      Ou-yang, Kaitai  and
      He, Kang  and
      Li, Fei  and
      Ji, Donghong  and
      Teng, Chong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.804/",
    pages = "17028--17055",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hao-etal-2026-know,
    title = "Know When to Reflect: Entropy-Guided Adaptive Self-Correction for {LLM} Reasoning",
    author = "Hao, Xinglei  and
      Zhao, Haiyu  and
      Zhang, Chunhong  and
      Liu, Liping  and
      Liu, Jiarun  and
      Hu, Zheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.805/",
    pages = "17056--17077",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lu-etal-2026-take,
    title = "Take Only What You Need: Rank Minimization as an Implicit Forgetting Regularizer in Continual Learning",
    author = "Lu, Haodong  and
      Zhao, Chongyang  and
      Xue, Jason  and
      Yao, Lina  and
      Moore, Kristen  and
      Gong, Dong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.806/",
    pages = "17078--17105",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-illusion-evaluating,
    title = "The Illusion of $\textit{What If}$: Evaluating the Breakdown of Counterfactual Reasoning in {LLM}s",
    author = "Wang, Yucheng  and
      Du, Yuetian  and
      Liu, Zhengyi  and
      Zhang, Rongyu  and
      Zhao, Bing  and
      Yang, Boyu  and
      Kong, Ming  and
      Qu, Lin  and
      Wei, hu  and
      Liu, Jie  and
      Zhu, Qiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.807/",
    pages = "17106--17129",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-iterinject,
    title = "{I}ter{I}nject: Indirect Prompt Injection Against {LLM} Agents via Feedback-Guided Iterative Optimization",
    author = "Chen, Zixuan  and
      Chen, Jiaxiang  and
      Luo, Li  and
      Xu, Ke  and
      Huang, Xiaoxiang  and
      Sun, Tanfeng  and
      Jiang, Xinghao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.808/",
    pages = "17130--17149",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{park-etal-2026-typology,
    title = "Typology-Aware Dual-Track: Detecting Hybrid {AI} Text Across Languages",
    author = "Park, Kihoon  and
      Lim, Seungwoo  and
      Kim, Jihie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.809/",
    pages = "17150--17167",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-llm-pedagogical,
    title = "{LLM} Pedagogical Behavior in {AI} Tutoring Interactions",
    author = "Lee, Suhyeon  and
      Baek, Juneha  and
      Park, Jaehyeong  and
      Shin, Donghyuk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.810/",
    pages = "17168--17177",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ren-etal-2026-style,
    title = "Style-Ruler: Inference-Only Stylized Translation via Unsupervised Extraction and Agentic Collaboration",
    author = "Ren, Hong  and
      Li, Jiahe  and
      Zhu, Shaolin  and
      Xiong, Deyi  and
      Wu, Nannan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.811/",
    pages = "17178--17195",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-cai-2026-diagnosing,
    title = "Diagnosing Subword Boundary Conflicts in Diffusion Language Models through Sentence Simplification",
    author = "Xu, Yaowen  and
      Cai, Ming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.812/",
    pages = "17196--17212",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-routeverify,
    title = "{R}oute{V}erify: A Diagnostic Study of Tool-Augmented Chest {X}-ray Agents",
    author = "Liu, Haochen  and
      Li, Yukuo  and
      Liu, Xia  and
      Wang, Qingwei  and
      Xin, Shourong  and
      Liu, Zhuohui  and
      Zhao, Long",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.813/",
    pages = "17213--17225",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kwon-etal-2026-aria,
    title = "{ARIA}: Affect-Responsive Interaction Alignment for Emotional Support Policies via Implicit Multimodal Affective Feedback",
    author = "Kwon, Deuksin  and
      Joo, Kevin  and
      Lee, Elena Hayoung  and
      Soleymani, Mohammad  and
      Lucas, Gale M.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.814/",
    pages = "17226--17249",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{peng-etal-2026-learning,
    title = "Learning Solvability Boundaries in {LLM}s: Improving Reasoning, Detecting Unsolvability, and Calibrating Refusal",
    author = "Peng, Dengyun  and
      Chen, Qiguang  and
      Liu, Bofei  and
      Guan, Jiannan  and
      Qin, Libo  and
      Yan, Zheng  and
      Liu, Jinhao  and
      Zhang, Jianshu  and
      Che, Wanxiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.815/",
    pages = "17250--17271",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-decoupled,
    title = "Decoupled Analysis-Judging: An Automated Creativity Evaluator Using {LLM}s in Complex Multi-step Creativity Tasks",
    author = "Wang, Xiangyu  and
      Wu, Jin  and
      Li, Xiaoyu  and
      Zheng, Chanjin  and
      Zhou, Yifeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.816/",
    pages = "17272--17308",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-ia,
    title = "{IA}-{RAG}: Interval-Algebra{--}Driven Temporal Reasoning for Dynamic Knowledge Retrieval",
    author = "Wang, Xiaoman  and
      Zhang, Yaoze  and
      Fan, Wenzhuo  and
      Zhang, Hongwei  and
      Wang, Ding  and
      Yan, Guohang  and
      Mao, Song  and
      Shi, Botian  and
      Lan, Yunshi  and
      Cai, Pinlong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.817/",
    pages = "17309--17333",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tang-etal-2026-chisagent,
    title = "{CH}is{A}gent: A Multi-Agent Framework for Event Taxonomy Construction in {A}ncient {C}hinese Cultural Systems",
    author = "Tang, Xuemei  and
      Yan, Chengxi  and
      Gu, Jinghang  and
      Huang, Chu-Ren",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.818/",
    pages = "17334--17361",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-grounding,
    title = "Grounding Structure in Language: Enriching Symbolic Representations for Molecular Reasoning",
    author = "Liu, Zhengyuan  and
      He, Dan  and
      Chen, Nancy F.  and
      Wang, Wenya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.819/",
    pages = "17362--17382",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qu-gomes-2026-four,
    title = "A Four-Stage Decomposition of Word-Problem Solving and Mechanistic Fragility in {LLM} Math Reasoning",
    author = "Qu, Zhongdi  and
      Gomes, Carla P",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.820/",
    pages = "17383--17402",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhan-etal-2026-reimbursebench,
    title = "{R}eimburse{B}ench: Benchmarking {LMM}s as Full-Workflow Auditors for Financial Internal Control",
    author = "Zhan, Libin  and
      Mao, Wuyou  and
      Li, Xiang  and
      Zhang, Enci  and
      Yang, Qi  and
      Zhu, Shujian  and
      Hu, Yingtian  and
      Ye, Wentao  and
      Wang, Haobo  and
      Li, Ziman  and
      Zhang, Jie  and
      Dong, Wang  and
      Chen, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.821/",
    pages = "17403--17425",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hou-etal-2026-personatree,
    title = "{P}ersona{T}ree: Structured Lifecycle Memory for Person Understanding in {LLM} Agents",
    author = "Hou, Yubo  and
      Song, Jingwei  and
      Zhang, Hongbo  and
      Chen, Zhisheng  and
      Xiao, Bang  and
      Wan, Tao  and
      Qin, Zengchang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.822/",
    pages = "17426--17441",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-llms,
    title = "Can {LLM}s Access their World Knowledge for Event Prediction?",
    author = "Wu, Zijun  and
      Zhang, Zhitian  and
      Hajimirsadeghi, Hossein  and
      Dvornik, Nikita  and
      Pashevich, Alexander",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.823/",
    pages = "17442--17457",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zou-etal-2026-ai,
    title = "From {AI} Scientists to {AI} Scientific Communities: A Survey of Collective {A}uto{R}esearch",
    author = "Zou, Rui  and
      Xu, Tianyi  and
      Zhang, Fan  and
      Zhang, Yao  and
      Zhao, Zhe  and
      Xiaolongwang  and
      Wang, Maolin  and
      Wu, Yingcheng  and
      Wei, Ye",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.824/",
    pages = "17458--17472",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-turnflow,
    title = "{T}urn{F}low: Benchmarking User-State Reasoning in Multi-Turn {LLM} Agents via Scene-Guided User Simulation",
    author = "Chen, Zhixun  and
      Li, Ming  and
      Liu, Anjie  and
      Zhang, Xiaoyuan  and
      Dai, Quanyu  and
      Chen, Huangxun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.825/",
    pages = "17473--17497",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-protsyngen,
    title = "{P}rot{S}yn{G}en: Knowledge Graph-Guided Open-Ended Data Synthesis for Protein {LLM}s",
    author = "Xu, Yifan  and
      Lv, Ying  and
      Xu, Gang  and
      Ma, Jianpeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.826/",
    pages = "17498--17524",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sakib-etal-2026-banglamemex,
    title = "{B}angla{M}eme{X}: Advancing Cultural Metaphoric Image Interpretation in {B}angla with a Multimodal Explainable Dataset",
    author = "Sakib, Md. Sadman  and
      Mahmud, Zisan  and
      Arefin, Md. Fahim  and
      Fahim, Md",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.827/",
    pages = "17525--17561",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{an-etal-2026-signflip,
    title = "{S}ign{FLIP}: A Unified Model for Sign Language Translation and Generation via Stage-wise Alignment at Scale",
    author = "An, Zhaoyi  and
      Tan, Sihan  and
      Hwang, Youngbae  and
      Nakadai, Kazuhiro  and
      Kawakami, Rei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.828/",
    pages = "17562--17576",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xiang-etal-2026-title,
    title = "Title It Right: Faithful and Attractive Paper Title Generation via {P}areto Dominance Alignment",
    author = "Xiang, Ke  and
      Piao, Yingchao  and
      Wang, Zexin  and
      Hou, Yufei  and
      li, Jianhui  and
      LI, Jingjing  and
      Liu, Zihan  and
      Cui, Hang  and
      Pei, Changhua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.829/",
    pages = "17577--17595",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{peng-etal-2026-recoveragent,
    title = "{R}ecover{A}gent: Intent-Preserving Recovery from Indirect Prompt Injection in Tool-using {LLM} Agents",
    author = "Peng, Hanli  and
      Liu, Ziyao  and
      Zheng, Yongsen  and
      Lam, Kwok-Yan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.830/",
    pages = "17596--17612",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{vu-etal-2026-reinforcing,
    title = "Reinforcing Step-level Reasoning for Effective Self-Correction in {LLM}s",
    author = "Vu, Duc Anh  and
      Hoang, Nhat M.  and
      Long, Do Xuan  and
      Nguyen, Cong-Duy T  and
      Srey, Ponhvoan  and
      Luu, Anh Tuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.831/",
    pages = "17613--17633",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-opd,
    title = "{OPD}-Evolver: Cultivating Holistic Agent Evolver via On-Policy Distillation",
    author = "Zhang, Guibin  and
      Xu, Xun  and
      Yue, Yanwei  and
      Su, Zikun  and
      Zhou, Wangchunshu  and
      Hu, Xiaobin  and
      Yan, Shuicheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.832/",
    pages = "17634--17652",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cao-huang-2026-clarify,
    title = "Clarify User Expertise: Towards Proactive Conversational Agents Tailoring Responses to User Proficiency",
    author = "Cao, Zhihong  and
      Huang, Chen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.833/",
    pages = "17653--17674",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-progress,
    title = "Progress-{SQL}: Improving Reinforcement Learning for Text-to-{SQL} via Progressive Rewards",
    author = "Zhang, Shihao  and
      Wang, Xiaoman  and
      Liu, Yuan  and
      Lan, Yunshi  and
      Qian, Weining",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.834/",
    pages = "17675--17695",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{peng-etal-2026-dual,
    title = "Dual-Group Exploration: Reinforcement Learning for Video Understanding in Multimodal Large Language Models",
    author = "Peng, Qucheng  and
      Hou, Rui  and
      Zhang, Jingyi  and
      Zhu, Shengjie  and
      Xu, Yingfu  and
      Xu, Haotian  and
      Vesdapunt, Noranart  and
      Chen, Chen  and
      Zhou, Ning",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.835/",
    pages = "17696--17719",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{son-etal-2026-trontor,
    title = "{TRONTOR}: To {R}o{PE} or Not to {R}o{PE} for Long-Context Modeling",
    author = "Son, Youngjun  and
      Park, Jongyeon  and
      Lee, Jaejin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.836/",
    pages = "17720--17733",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhu-etal-2026-demystifying-entropy,
    title = "Demystifying Entropy Conflict: Why Reasoning Compression Stalls in Large Reasoning Models",
    author = "Zhu, Hourun  and
      Gao, Yang  and
      Fei, Wenlong  and
      Li, Jiawei  and
      Sun, Huashan  and
      Ren, Bowen  and
      Hu, Chengzhi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.837/",
    pages = "17734--17747",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-yang-2026-write,
    title = "Write Policy Determines Source Retention in External {FIFO} Memory: A Delayed-Copy Diagnostic",
    author = "Liu, Xiangyang  and
      Yang, ChunXia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.838/",
    pages = "17748--17766",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{guo-etal-2026-generating,
    title = "When Does Generating More Help? Disentangling Fixed-Source Synthesis from Source Expansion in Synthetic Data Scaling",
    author = "Guo, Xu  and
      Tong, Jian  and
      Lu, Zhihui  and
      Guo, Qipeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.839/",
    pages = "17767--17783",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-efficient-language,
    title = "Efficient Language-to-Vision Feature Injection for Referring Single-Object Tracking",
    author = "Wang, Han  and
      Liu, Yuxuan  and
      Sun, Yuhan  and
      Yang, Jian  and
      Xu, Xiaotong  and
      Lv, Yixuan  and
      Zhou, Zhuang  and
      Li, Shengyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.840/",
    pages = "17784--17799",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-creamem,
    title = "{C}rea{M}em: A Scene-Aware Memory Architecture for Personalized Agents",
    author = "Sun, Qixuan  and
      Que, Yue  and
      He, Bowei  and
      Guo, Jin  and
      Yang, Dihang  and
      Situ, Wenchang  and
      Ma, Chen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.841/",
    pages = "17800--17813",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-tooldf,
    title = "{T}ool{DF}: Tool-Integrated Reasoning for Mixed-Authenticity Audio Deepfake Detection",
    author = "Kim, Taewoo  and
      Lee, Young Han  and
      Park, Nam IN  and
      Kim, Chanwoo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.842/",
    pages = "17814--17826",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhu-etal-2026-ce,
    title = "{CE}-{GAD}: Curriculum-Efficient On-Policy Adversarial Distillation of Large Language Models",
    author = "Zhu, Wenhui  and
      Sang, Hejian  and
      Chen, Xiwen  and
      Wang, Zhipeng  and
      Mohajer Hamidi, Shayan  and
      Yu, Han  and
      Wang, Jingjing  and
      Xu, Yuanda  and
      Dong, Xuanzhao  and
      Zhou, Zhengze  and
      He, Ran  and
      Markovic-Voronov, Jelena  and
      Behdin, Kayhan  and
      Ghosh, Sayan  and
      Geramifard, Alborz",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.843/",
    pages = "17827--17836",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lyu-etal-2026-logic,
    title = "Logic Tree: Topology-Aware Backtracking for {D}eep{R}esearch Agents",
    author = "Lyu, Tianwen  and
      Gui, Zhengke  and
      Zhao, Peilong  and
      Zhong, Ling  and
      Zhang, Yiwen  and
      Liang, Lei  and
      Sun, Mengshu  and
      Zhou, Jun  and
      Zhang, Qiang  and
      Chen, Huajun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.844/",
    pages = "17837--17856",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-knowmt,
    title = "{K}now{MT}-Bench: Benchmarking Knowledge-Intensive Long-Form Question Answering in Multi-Turn Dialogues",
    author = "Chen, Junhao  and
      Huang, Yu  and
      LI, Siyuan  and
      Yao, Rui  and
      Li, Hanqian  and
      Zhang, Hanyu  and
      Li, Jungang  and
      Chen, Jian  and
      Wang, Bowen  and
      Hu, Xuming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.845/",
    pages = "17857--17904",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ding-etal-2026-scit,
    title = "{SCIT}: Testing Causal Cache Carriers in Latent Chain-of-Thought Models",
    author = "Ding, YI  and
      Huang, Lijun  and
      Yang, Menglin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.846/",
    pages = "17905--17946",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hong-etal-2026-cot,
    title = "{C}o{T}-Lock: Embedding Logic Fingerprints into the Chain-of-Thought of Large Reasoning Models",
    author = "Hong, Jiaxin  and
      Yu, Hongyao  and
      Fang, Hao  and
      Gao, Kuofeng  and
      Peng, Yuxin  and
      Chen, Bin  and
      Qi, Shuhan  and
      Wang, Xuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.847/",
    pages = "17947--17969",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xiao-zhong-2026-beyond,
    title = "Beyond Redundancy: Information-Conserving Semantic Packaging for Vision-Language Models",
    author = "Xiao, Xin  and
      Zhong, Jiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.848/",
    pages = "17970--17980",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-jacucci-2026-lexical,
    title = "Lexical Coupling in {GUI} Element Grounding: Sentence Embeddings Track Labels across Mobile and Web",
    author = "Chen, Qijia  and
      Jacucci, Giulio",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.849/",
    pages = "17981--17998",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-etal-2026-capo,
    title = "{CAPO}-{SLT}: Confidence-Aware Policy Optimization for Stable Sign Language Translation Generation",
    author = "Zhou, Ling  and
      Chen, Yuhao  and
      Cheng, Lin  and
      Yao, Chengwen  and
      Sun, Donghui  and
      Chen, Xiaoxin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.850/",
    pages = "17999--18014",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-entanglecodec,
    title = "{E}ntangle{C}odec: A Unified Discrete Audio Tokenizer via Semantic-Acoustic Entanglement",
    author = "Li, Hui  and
      Gao, Yangfan  and
      Shang, Junlin  and
      Jiang, Changhao  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.851/",
    pages = "18015--18031",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sharma-sharma-2026-schedbench,
    title = "{SCHEDB}ench: A Benchmark for Evaluating {LLM} Constraint Faithfulness in Natural-Language Combinatorial Scheduling",
    author = "Sharma, Shrenil Shaun  and
      Sharma, Avi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.852/",
    pages = "18032--18052",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhong-etal-2026-implicit,
    title = "Implicit Hierarchical Modeling for Cross-System Legal Case Retrieval",
    author = "Zhong, Zhengjia  and
      Lan, Hongyi  and
      Chen, Yuhong  and
      Hua, Shengjia  and
      Liang, Kaiyan  and
      Li, Xiaodong  and
      Lin, Xianming  and
      Li, Hui  and
      Ji, Rongrong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.853/",
    pages = "18053--18074",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{han-etal-2026-mctl,
    title = "{MCTL}: Meta-Cognitive Tool-Learning Framework for Multimodal Fake News Detection",
    author = "Han, Yue  and
      Zhang, WeiYao  and
      Peng, ZhenZi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.854/",
    pages = "18075--18091",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-um,
    title = "Um, Actually: Timely and Calibrated Fact-Checking with {DIVER}",
    author = "Zhang, Senyi  and
      Kabir, Tasnim  and
      Boyd-Graber, Jordan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.855/",
    pages = "18092--18106",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-neural,
    title = "Neural Procedural Memory: Empowering {LLM} Agents with Implicit Activation Steering",
    author = "Zhao, Chengfeng  and
      Tan, Yuqiao  and
      He, Shizhu  and
      Wang, Yequan  and
      Zhao, Jun  and
      Liu, Kang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.856/",
    pages = "18107--18128",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{aoki-etal-2026-context,
    title = "In-Context Neurofeedback: Can {LLM}s Control Their Internal Representations through Privileged Access?",
    author = "Aoki, Koshiro  and
      Takatsuki, Ryota  and
      Minegishi, Gouki  and
      Haruki, Yusuke  and
      Kawahara, Daisuke",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.857/",
    pages = "18129--18152",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dang-etal-2026-scenario,
    title = "Scenario-based Probing and Steering Cultural Values in Large Language Models",
    author = "Dang, Trung Duc Anh  and
      Kieu, Tung  and
      Masud, Sarah",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.858/",
    pages = "18153--18174",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yin-etal-2026-effectmem,
    title = "{E}ffect{M}em: Effectiveness-Driven Memory Reuse for Long-Horizon {LLM} Agents",
    author = "Yin, Jingjing  and
      Wang, Lingbo  and
      Cao, Dongyan  and
      Hong, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.859/",
    pages = "18175--18195",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ni-etal-2026-adaspec,
    title = "{A}da{S}pec: Adaptive Routing by Ranking for Speculative Agents",
    author = "Ni, Kangqi  and
      Hua, Wenyue  and
      Wei, Jinbiao  and
      Chen, Tianlong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.860/",
    pages = "18196--18211",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-etal-2026-correctness,
    title = "From Correctness to Utility: Gain-Based Prefix Evaluation for {LLM} Reasoning",
    author = "Zhou, Yuhang  and
      Cao, Yixin  and
      Ye, Guangnan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.861/",
    pages = "18212--18231",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gao-etal-2026-merta,
    title = "{MERTA}: Multi-Expert Retrieval for Token Allocation in Video Large Language Models",
    author = "Gao, Bo  and
      Feng, Donghui  and
      Wang, Qi  and
      Gu, Qunshan  and
      Cheng, Zhengxue  and
      Song, Li",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.862/",
    pages = "18232--18246",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-unified,
    title = "A Unified Framework to Elicit Structured Feedback for Interpretable Multi-Trait Essay Scoring",
    author = "Yang, Shihang  and
      Lee, Sanwoo  and
      Zhao, Ningning  and
      Wu, Yunfang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.863/",
    pages = "18247--18260",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhu-etal-2026-gagpo,
    title = "{GAGPO}: Generalized Advantage Grouped Policy Optimization",
    author = "Zhu, Siyuan  and
      Yu, Chao  and
      Yang, Rongxin  and
      Liu, Zongkai  and
      Hu, Jinjun  and
      Chen, Qiwen  and
      Zhang, Yibo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.864/",
    pages = "18261--18274",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{alfarano-etal-2026-estimating,
    title = "Estimating Uncertainty from Reasoning: A Large-Scale Study of Multi- and Crosslingual {MCQA} Performance in {LLM}s",
    author = "Alfarano, Andrea  and
      Bacciu, Andrea  and
      Mansour, Saab  and
      Mantrach, Amin  and
      Federico, Marcello",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.865/",
    pages = "18275--18292",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-discon4gen,
    title = "{D}is{C}on4{G}en: A Semantic Alignment Framework Through Discriminative Conditioning for Generation",
    author = "Yang, Caiwei  and
      Chen, Yanping  and
      Yu, Shuai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.866/",
    pages = "18293--18311",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhu-etal-2026-learnability,
    title = "On the Learnability of Antidistillation Reasoning Traces",
    author = "Zhu, Hongyu  and
      Liang, Sichu  and
      Wang, Wenwen  and
      Chen, Bofan  and
      Wang, Hanyi  and
      Wang, Shi-Lin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.867/",
    pages = "18312--18335",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-elementcheck,
    title = "{E}lement{C}heck: Complexity-Aware Long-Form Text Factuality Evaluation via Sentence Elements",
    author = "Wang, Xinming  and
      Du, Haoran  and
      Chen, Yi  and
      Chen, Xueqing  and
      Xu, Jian  and
      Yang, Hong-Ming  and
      Hu, Han  and
      Chen, Yulong  and
      Liu, Cheng-Lin  and
      Zhang, Xu-Yao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.868/",
    pages = "18336--18363",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{an-etal-2026-stqa,
    title = "{STQA}: A Benchmark for Stock-Focused Tabular Question Answering over Historical and Forecasted Data",
    author = "An, Baoxu  and
      Yang, Wenmian  and
      Wang, Zhensheng  and
      Jia, Weijia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.869/",
    pages = "18364--18387",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kook-etal-2026-beyond,
    title = "Beyond Confidence: Test-Time Scaling for Multi-Turn Search Agents via Retrieval Grounding",
    author = "Kook, Hyunho  and
      So, Junhyuk  and
      Fu, Tianyu  and
      Zheng, Haizhong  and
      Chen, Beidi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.870/",
    pages = "18388--18412",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-hallucination,
    title = "Hallucination as Exploit: Evidence-Carrying Multimodal Agents",
    author = "Zhang, Guijia  and
      Zheng, Hao  and
      Yang, Harry",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.871/",
    pages = "18413--18437",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tao-etal-2026-personalizing,
    title = "Personalizing How Recommendation Agents Reason: Self-Evolving Per-User Skills for Recommendation Agents",
    author = "Tao, Zhen  and
      Lai, Riwei  and
      Yu, Chenyun  and
      Chen, Weixin  and
      Chen, Li  and
      Kong, Beibei  and
      Cheng, Lei  and
      Zhuo, Chengxiang  and
      Li, Zang  and
      Sun, Qingqiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.872/",
    pages = "18438--18460",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yao-tan-2026-debate,
    title = "When Debate Messages Help or Hurt: Diagnosing Communication in Self-Distillation",
    author = "Yao, Jiatao  and
      Tan, Bovin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.873/",
    pages = "18461--18473",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-samac,
    title = "{SAMAC}: Collaborating with Multi-Disciplinary Team for Adaptive Medical Decision-Making",
    author = "Li, Maosheng  and
      Wu, Xiao  and
      Wang, Hu  and
      Razzak, Imran  and
      Xie, Yutong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.874/",
    pages = "18474--18485",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shi-etal-2026-dualresearch,
    title = "{D}ual{R}esearch: Entropy-Gated Dual-Graph Retrieval for Answer Reconstruction in Deep Research Agents",
    author = "Shi, Jinxin  and
      Cao, Zongsheng  and
      Ma, Runmin  and
      Hu, Yusong  and
      Zhou, Jie  and
      Fan, Yue  and
      Li, Xin  and
      Bai, Lei  and
      He, Liang  and
      Zhang, Bo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.875/",
    pages = "18486--18501",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-espo,
    title = "{ESPO}: Error-Structured Prompt Optimization via Diagnose, Diversify, and Stabilize",
    author = "Liu, Lihao  and
      Tang, Peng  and
      Singh, Kunwar Yashraj  and
      Ghadar, Shabnam",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.876/",
    pages = "18502--18518",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bhosale-etal-2026-vibe,
    title = "{VIBE}: Video Instruction-aligned Background music g{E}neration",
    author = "Bhosale, Aryan Vijay  and
      Lokegaonkar, Vaibhavi  and
      Raj, Vishnu  and
      KV, Gouthaman  and
      Ghosh, Sreyan  and
      Duraiswami, Ramani  and
      Lu, Lie  and
      Manocha, Dinesh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.877/",
    pages = "18519--18534",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ryu-lee-2026-distribution,
    title = "Out-of-Distribution Checkpoint Selection Has a Resolution Problem: Auditing Sparse Exact Match with Token Likelihood",
    author = "Ryu, Kunhee  and
      Lee, Keeheon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.878/",
    pages = "18535--18552",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-llms-compress,
    title = "Can {LLM}s Compress Wireless Signals? Physics-Informed Prompting for Training-Free Signal Compression",
    author = "Wang, Yiwei  and
      Lian, Lixiang  and
      Ji, Sijie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.879/",
    pages = "18553--18573",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lin-etal-2026-node,
    title = "Node-to-Neighborhood Semantic Consistency: Text-Topology Alignment for {TAG}s Anomaly Detection",
    author = "Lin, Bochen  and
      Yu, Jianxiang  and
      Wu, Jiayi  and
      QI, Lin  and
      Huang, Lu  and
      Li, Xiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.880/",
    pages = "18574--18589",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wei-etal-2026-medreamm,
    title = "{M}ed{R}ea{MM}: Evaluating Large Multimodal Models on Expert-Level Clinical Diagnostic Synthesis",
    author = "Wei, Lai  and
      Chen, Yuchao  and
      Cao, Zhenbiao  and
      Zhang, Xiaojin  and
      Wei, Zhongyu  and
      Wang, Bangting  and
      Chen, Wei  and
      Bai, Xiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.881/",
    pages = "18590--18618",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-cocoa,
    title = "{C}o{C}o{A}: Context-Conditional Cultural Alignment for Large Language Models",
    author = "Lee, Kyungdon  and
      Xu, Wei  and
      Ritter, Alan  and
      Lee, Dong-Ho  and
      Bak, JinYeong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.882/",
    pages = "18619--18640",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tian-etal-2026-think,
    title = "Think Before You Score: Pedagogical Chain-of-Thought Annotation and Reinforcement Learning for Low-Resource Multilingual Essay Evaluation",
    author = "Tian, Wei  and
      Zhou, Yuhao  and
      Li, Shenwei  and
      Sun, Xiayu  and
      Lan, Man",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.883/",
    pages = "18641--18660",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-distilling,
    title = "Distilling {LLM} Reasoning into an Interpretable Policy Tree for Human-{AI} Collaboration",
    author = "Zhang, Beiwen  and
      Liang, Yongheng  and
      Zou, Guowei  and
      Wang, Haitao  and
      Wu, Hejun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.884/",
    pages = "18661--18682",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{devalla-etal-2026-indicdetect,
    title = "{I}ndic{D}etect: Evaluating Cross-Lingual {LLM}-Generated Text Detection for {H}indi, {T}elugu, and {T}amil",
    author = "Devalla, Bhaskar Ganesh  and
      Wu, Junchao  and
      Dokuparthi, Nilesh  and
      Yaluru, Greeshma  and
      Rodriguez, Tatiana Muniz  and
      Chao, Lidia S.  and
      Wong, Derek F.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.885/",
    pages = "18683--18731",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-distilling-multimodal,
    title = "Distilling Multimodal Evolution with Adaptive Anchors for Cloud-Edge Collaborative {MLLM}s",
    author = "Zhang, Chunyun  and
      Song, Qilong  and
      Cui, Chaoran  and
      Gong, Shuai  and
      Yang, Fujun  and
      Wang, Wenna  and
      Lin, Peiguang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.886/",
    pages = "18732--18743",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mo-etal-2026-doc,
    title = "Doc-{C}o{B}: Enhancing Document Understanding with Visual Chain-of-Boxes Reasoning",
    author = "Mo, Ye  and
      Ye, Kai  and
      Mao, Xianwei  and
      Shao, Zirui  and
      Huang, Gang  and
      Zhang, Bo  and
      Xing, Hangdi  and
      Chen, Kehan  and
      Huan, Zhou  and
      Yan, Zixu  and
      Bu, Jiajun  and
      Zhou, Sheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.887/",
    pages = "18744--18761",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jian-etal-2026-forge,
    title = "{FORGE}: Fine-grained multimodal evaluation for manufacturing quality assurance",
    author = "Jian, Xiangru  and
      Xu, Hao  and
      Pang, Wei  and
      Zhao, Xinjian  and
      Tao, Chengyu  and
      Zhang, Qixin  and
      Zhang, Xikun  and
      Zhang, Chao  and
      Deng, Guanzhi  and
      Xue, Jingxi  and
      Du, Juan  and
      Yu, Tianshu  and
      Tarr, Garth  and
      Song, Linqi  and
      Sun, Qiuzhuang  and
      Tao, Dacheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.888/",
    pages = "18762--18839",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-skill-pseudocode,
    title = "Skill-as-Pseudocode: Refactoring Skill Libraries to Pseudocode for {LLM} Agents",
    author = "Li, Xinze  and
      Zang, Yuhang  and
      Cao, Yixin  and
      Sun, Aixin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.889/",
    pages = "18840--18860",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-aegis,
    title = "{AEGIS}-{D}: Multi-Agent Debate for High-Precision Verification of Hard Competition Mathematics",
    author = "Sun, Jiayang  and
      Xu, Jiawei  and
      Pan, Maxm  and
      Cheng, Zerui  and
      Viswanath, Pramod",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.890/",
    pages = "18861--18873",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-stars,
    title = "{STARS}: Skill Triage via Activation Risk Scoring for {LLM} Agents",
    author = "Zhang, Guijia  and
      Yang, Shu  and
      Gong, Xilin  and
      Wang, Di",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.891/",
    pages = "18874--18890",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{pan-etal-2026-coopagent,
    title = "{C}oop{A}gent: Training Multi-Agent Cooperation from Single-Agent Execution Trajectories",
    author = "Pan, Zhengzhe  and
      Zhu, Linchao  and
      Yang, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.892/",
    pages = "18891--18909",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ryu-etal-2026-evaluating,
    title = "Evaluating {LLM} Agents Beyond Local Edit Validity",
    author = "Ryu, Kunhee  and
      Lee, Chi-Guhn  and
      Lee, Keeheon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.893/",
    pages = "18910--18944",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-personaedit,
    title = "{P}ersona{E}dit: Representative Sample Selection for Personalized Model Editing",
    author = "Huang, You-Mei  and
      Chen, Chung-Chi  and
      Yen, An-Zi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.894/",
    pages = "18945--18960",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{staruch-etal-2026-amu,
    title = "{AMU}-{GEC}: A {P}olish Native Speaker Grammatical Error Correction Benchmark",
    author = "Staruch, Ryszard  and
      Liberek, Jaros{\l}aw  and
      Jassem, Krzysztof  and
      Grali{\'n}ski, Filip  and
      Klimczak, Michalina  and
      O{\l}ubczy{\'n}ska, Sonia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.895/",
    pages = "18961--18971",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{deng-etal-2026-struggle,
    title = "The Struggle Between Continuation and Refusal: A Mechanistic Analysis of the Continuation-Triggered Jailbreak in {LLM}s",
    author = "Deng, Yonghong  and
      Yang, Zhen  and
      Jian, Ping  and
      Zhang, Xinyue  and
      Guo, Zhongbin  and
      Li, Chengzhi  and
      Yin, Junxi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.896/",
    pages = "18972--18987",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-valcon,
    title = "{VALCON}: Benchmarking and Enhancing Value Consistency in Large Language Models via Dual-Role Variation",
    author = "Wu, Junru  and
      Zheng, Jingting  and
      Ren, Yuqi  and
      Xiong, Deyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.897/",
    pages = "18988--19011",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-memgovern,
    title = "{M}em{G}overn: Enhancing Code Agents through Learning from Governed Human Experiences",
    author = "Wang, Qihao  and
      Cheng, Ziming  and
      Zhang, Shuo  and
      Liu, Fan  and
      Xu, Rui  and
      Lian, Heng  and
      Wang, Kunyi  and
      Yu, Xiaomin  and
      Yin, Jianghao  and
      Hu, Sen  and
      Hu, Yue  and
      Zhang, Shaolei  and
      Liu, Yanbing  and
      Chen, Ronghao  and
      Wang, Huacan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.898/",
    pages = "19012--19033",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-tokenpilot,
    title = "{T}oken{P}ilot: Cache-Efficient Context Management for {LLM} Agents",
    author = "Xu, Buqiang  and
      Xue, Zirui  and
      Chen, Dianmou  and
      Fu, Chenyang  and
      Wu, Chiyu  and
      Huang, Caiying  and
      Jiang, Chen  and
      Fang, Jizhan  and
      Deng, Xinle  and
      Chen, Yijun  and
      Yao, Yunzhi  and
      Wang, Xuehai  and
      Shang, Jin  and
      Chen, Huajun  and
      Zhang, Ningyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.899/",
    pages = "19034--19049",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{keleg-etal-2026-romanized,
    title = "{R}omanized {A}rabic Across Dialects: Views, Usage Patterns, and Linguistic Variation",
    author = "Keleg, Amr  and
      Abdallah, Ahmed Amine Ben  and
      Yassine, Taha  and
      Helwe, Chadi  and
      Guellil, Imane  and
      Ousidhoum, Nedjma",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.900/",
    pages = "19050--19079",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-hetgb,
    title = "{H}e{TGB}: A Comprehensive Benchmark for Heterophilic Text-Attributed Graphs",
    author = "Li, Shujie  and
      Wu, Yuxia  and
      Fang, Yuan  and
      Shi, Chuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.901/",
    pages = "19080--19096",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhong-etal-2026-alignment,
    title = "Alignment by Stereotyping: How {LLM}s Sacrifice Individual Distinctiveness for Cultural Adaptation",
    author = "Zhong, Qishuai  and
      Li, Zongmin  and
      Fan, Siqi  and
      Sun, Aixin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.902/",
    pages = "19097--19116",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-em2mem,
    title = "{EM}{\texttwosuperior}{M}em: Event-Centric Multimodal Memory for Large Language Models",
    author = "Chen, Yijun  and
      Zheng, Yaqi  and
      Li, Yanya  and
      Xiao, Boyi  and
      Xu, Buqiang  and
      Qiao, Shuofei  and
      Fang, Jizhan  and
      Deng, Xinle  and
      Yao, Yunzhi  and
      Wang, Xuehai  and
      Zhang, Liuxin  and
      Li, Hui  and
      Chen, Huajun  and
      Deng, Shumin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.903/",
    pages = "19117--19144",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-aimer,
    title = "{AIMER}: Calibration-Free Task-Agnostic {M}o{E} Expert Pruning",
    author = "Liu, Zongfang  and
      Chen, Guangyi  and
      Shen, Yifan  and
      Tang, Shengkun  and
      Wang, Huan  and
      Yuan, Xin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.904/",
    pages = "19145--19162",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-emembench,
    title = "{EM}em{B}ench: Interactive Benchmarking of Episodic Memory for {VLM} Agents",
    author = "Li, Xinze  and
      Zhu, Ziyue  and
      Liu, Siyuan  and
      Ma, Yubo  and
      Zang, Yuhang  and
      Cao, Yixin  and
      Sun, Aixin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.905/",
    pages = "19163--19192",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shao-etal-2026-list,
    title = "{L}i{ST}: Local-Simplex Test-Time {L}o{RA} Fusion",
    author = "Shao, Yihua  and
      Li, Jia  and
      Chen, Siyu  and
      Luo, Xinyu  and
      Liu, Yang  and
      Chen, Kecheng  and
      Long, Xinwei  and
      Zhu, Lingyu  and
      Zeng, Fanhu  and
      Wang, Maolin  and
      Yan, Ziyang  and
      Guo, Jingcai  and
      Tang, Hao  and
      Sebe, Nicu  and
      Wang, Zhenyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.906/",
    pages = "19193--19205",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-chapterrl,
    title = "{C}hapter{RL}: Chapter-Aware Reward Framework for Novel Generation Reinforcement Learning",
    author = "Sun, Bingqian  and
      Yang, Jingchao  and
      Wu, Xiangyu  and
      Yunfei, Zhang  and
      Gao, Tingting  and
      Li, Han",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.907/",
    pages = "19206--19223",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-activation,
    title = "Activation-Space Anchored Access Control for Multi-Class Permission Reasoning in Large Language Models",
    author = "Zhang, Zhaopeng  and
      Sun, Pengcheng  and
      Zhang, Lan  and
      Tang, Chen  and
      Lai, Jiewei  and
      Zhuang, Xirong  and
      Wang, Yunhao  and
      Jin, Hui  and
      Liu, Li",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.908/",
    pages = "19224--19240",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-improving,
    title = "Improving Low-resource Grammatical Error Correction Via Automatic Linguistic Neurons Probing and Optimizing",
    author = "Yu, Zihao  and
      Li, Ying  and
      Yu, Zhengtao  and
      Gao, Shengxiang  and
      Mao, Cunli  and
      Huang, Yuxin  and
      Lai, Hua  and
      Wang, Wenjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.909/",
    pages = "19241--19252",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qian-etal-2026-judgepanel,
    title = "{J}udge{P}anel: A Compact Judge with Panel Deliberation via Adaptive Multi-Reward Reinforcement Learning",
    author = "Qian, Yiyue  and
      Zhang, Shinan  and
      Song, Huan  and
      Marlowe, Hannah R",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.910/",
    pages = "19253--19267",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-afcs,
    title = "{AFCS}: Atomic-Fact-Conditioned Synthesis for Factual Knowledge Pretraining",
    author = "Wang, Yunhao  and
      Zhang, Feng  and
      YU, TingHao  and
      W, Xing  and
      Zhou, Jiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.911/",
    pages = "19268--19287",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-iris,
    title = "{IRIS}: Iterative Refinement of Internal States for Safer Language Models",
    author = "Zhang, Beize  and
      Feng, Yuchen  and
      Li, Peize  and
      Zhu, Zhitong  and
      Fu, Peng  and
      Weimin, Mu  and
      Lin, Zheng  and
      Wang, Weiping",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.912/",
    pages = "19288--19302",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cheng-etal-2026-probing,
    title = "Probing Benchmark-Specific Regularities in Knowledge Gating via Lightweight Feature Analysis",
    author = "Cheng, Zilong  and
      Chen, Yubo  and
      Sun, Jingbo  and
      Gao, Ge  and
      Chen, Bo  and
      Zhao, Xiaobing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.913/",
    pages = "19303--19311",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-crossalpha,
    title = "{C}ross{A}lpha: An Annual-Report Benchmark for Cross-Market Factor Research with {LLM} Agents",
    author = "Wang, Qian  and
      Zhongyi, Tong  and
      Chen, Nuo  and
      Wu, Zhaomin  and
      He, Bingsheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.914/",
    pages = "19312--19341",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-aemagent,
    title = "{AEMA}gent: Cognition-Inspired Active Memory Formation for Very-Long Video Understanding",
    author = "Zhao, Xian  and
      Zhang, Jiaming  and
      Chu, Haonan  and
      Bo, Weihao  and
      Chen, Xu  and
      Qiu, Delai  and
      Wang, Yining  and
      Zhang, Yi  and
      Liu, Shengping  and
      Yu, Jian  and
      Sang, Jitao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.915/",
    pages = "19342--19355",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{pan-etal-2026-talking,
    title = "Talking to Itself While Coding: What Makes Comments Help Code Generation?",
    author = "Pan, Dangfeng  and
      Sun, Zhensu  and
      Zhang, Cenyuan  and
      Lo, David  and
      Du, Xiaoning",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.916/",
    pages = "19356--19380",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhu-etal-2026-skill0,
    title = "{S}kill0.5: Joint Skill Internalization and Utilization for Out-of-Distribution Generalization in Agentic Reinforcement Learning",
    author = "Zhu, Jiapeng  and
      Yu, Jianxiang  and
      Zhao, Yibo  and
      Han, Chengcheng  and
      Song, Xierui  and
      Cai, Xunliang  and
      Li, Xiang  and
      Qian, Weining",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.917/",
    pages = "19381--19396",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zheng-etal-2026-learning,
    title = "Learning New Facts with {QL}o{RA}: An Acquisition-Retention Frontier",
    author = "Zheng, Estelle  and
      Warichet, S{\'e}bastien  and
      Helbert, Emmanuel  and
      Cerisara, Christophe",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.918/",
    pages = "19397--19407",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kostiuk-enevoldsen-2026-one,
    title = "One prompt is not enough: Instruction Sensitivity Undermines Embedding Model Evaluation",
    author = "Kostiuk, Yevhen  and
      Enevoldsen, Kenneth",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.919/",
    pages = "19408--19427",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-skillmol,
    title = "{S}kill{M}ol: Skill-Conditioned Action Editing for Molecular Optimization",
    author = "Yu, Jiajun  and
      Li, Kun  and
      Wu, Zhihao  and
      Mao, Weifan  and
      Zheng, Yizhen  and
      Wang, Haishuai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.920/",
    pages = "19428--19445",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-expected,
    title = "Expected Contribution Matching: Optimal Value Merging for {KV} Cache Compression",
    author = "Li, Pengzhan  and
      Wang, Yixuan  and
      Che, Wanxiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.921/",
    pages = "19446--19458",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-enhancing-event,
    title = "Enhancing Event Candidate Acquisition for Event Linking",
    author = "Zhang, Ziyang  and
      Liu, Yinan  and
      Xue, Boyi  and
      Huang, Yingxuan  and
      Wang, Bin  and
      Yang, Xiaochun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.922/",
    pages = "19459--19469",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chakraborty-etal-2026-dealog,
    title = "{D}e{ALOG}: Decentralized Multi-Agents Log-Mediated Reasoning Framework",
    author = "Chakraborty, Abhijit  and
      Shekhar, Ashish Raj  and
      Agarwal, Shiven  and
      Gupta, Vivek",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.923/",
    pages = "19470--19493",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-etal-2026-building,
    title = "Building Long-Term {LLM} Memory with Neo-{D}avidsonian Discourse Units",
    author = "Zhou, Sizhe  and
      Shen, Yanzhen  and
      Ouyang, Siru  and
      Bai, Yuyang  and
      Shu, Yiheng  and
      Zhang, Yu  and
      Han, Jiawei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.924/",
    pages = "19494--19531",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-aqs,
    title = "{AQS}: {M}o{CA}-Guided Adaptive Questioning with Learned Stopping for Efficient Cognitive Impairment Screening",
    author = "Li, Mingyu  and
      Wu, Shuqiong  and
      Luo, Zhaojie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.925/",
    pages = "19532--19548",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shi-etal-2026-grail,
    title = "{GRAIL}: Gradient-Reward Aligned Initialization for {L}o{RA}-based {GRPO}",
    author = "Shi, Liwen  and
      Zeng, Zijie  and
      Wang, Bowen  and
      Yunji  and
      Chen, Zeyu  and
      Shao, Xinyu  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.926/",
    pages = "19549--19565",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-legalone,
    title = "{L}egal{O}ne: A Family of Foundation Models for Reliable Legal Reasoning",
    author = "Li, Haitao  and
      Chen, Yifan  and
      Miao, Shuo  and
      Dong, Qian  and
      Chen, Jia  and
      HU, Yiran  and
      Chen, Junjie  and
      Qin, Minghao  and
      Wu, Yueyue  and
      Zhou, Yujia  and
      Ai, Qingyao  and
      Liu, Yiqun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.927/",
    pages = "19566--19588",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{atif-etal-2026-shape,
    title = "The Shape of Power: A Multilingual Framework for Social Power Reasoning in Dialogues",
    author = "Atif, Farah  and
      Saha, Sougata  and
      Choudhury, Monojit",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.928/",
    pages = "19589--19604",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xiang-etal-2026-think,
    title = "Think Before You Prune: Selective Self-Generated Calibration for Pruning Large Reasoning Models",
    author = "Xiang, Yang  and
      Ji, Yixin  and
      Li, Juntao  and
      Zhang, Min",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.929/",
    pages = "19605--19617",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wei-etal-2026-promediconv,
    title = "{P}ro{M}edi{C}onv: Benchmarking Proactive Conversational Agents in Legal Dispute Mediation",
    author = "Wei, Zesheng  and
      Li, Mengfan  and
      Liu, Wenhao  and
      Zhang, Yixin  and
      Wang, Zilei  and
      Deng, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.930/",
    pages = "19618--19638",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhu-han-2026-unlocking,
    title = "Unlocking the Unsolvable: Teacher-Guided Curriculum for Data-Efficient {RLVR}",
    author = "Zhu, Yukang  and
      Han, Zhen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.931/",
    pages = "19639--19658",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-enterprisebench,
    title = "{E}nterprise{B}ench: Benchmarking {LLM} Agents on Enterprise-Level Strategic Reasoning and Decision-Making",
    author = "Yang, Min  and
      Pan, Yichen  and
      Piao, Jinghua  and
      Song, Dandan  and
      Gong, Yongshun  and
      Li, Yong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.932/",
    pages = "19659--19682",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{baek-etal-2026-ask,
    title = "How You Ask Shapes What You Get: A Theory-Seeded Measurement of Articulation in Advice-Seeking {LLM} Conversations",
    author = "Baek, Juneha  and
      Lee, Suhyeon  and
      Shin, Donghyuk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.933/",
    pages = "19683--19709",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{teng-etal-2026-skip,
    title = "Skip-Connected Rollouts for Mid-Trajectory Rewards in {GRPO}",
    author = "Teng, Fengwei  and
      Bai, Jinyi  and
      Yao, Xinhao  and
      Wang, Demi  and
      Zhao, Jiahao  and
      Guo, Zhijiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.934/",
    pages = "19710--19728",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{moon-etal-2026-symmetra,
    title = "{SYMMETRA} : Semantic prompt sanitization for end-to-end utility-preserving privacy protection in {LLM} interactions",
    author = "Moon, Seongsu  and
      Jeong, Juyeon  and
      Park, Taejune",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.935/",
    pages = "19729--19749",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ouyang-etal-2026-test,
    title = "Test-Time Training with Next-Token Prediction",
    author = "Ouyang, Xuan  and
      Cai, Zefan  and
      Hu, Junjie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.936/",
    pages = "19750--19764",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ren-etal-2026-trio,
    title = "{TRIO}: Task Refinement with Individual Optimization for Retrieval-Augmented Generation",
    author = "Ren, Yingtao  and
      Luo, Xiao  and
      Fu, Yiwei  and
      Zhou, Jinzhao  and
      Chang, Yu-Cheng  and
      Lin, Chin-teng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.937/",
    pages = "19765--19782",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hong-etal-2026-target,
    title = "The Target Is a Predicate: Predicate-State Grounding for Semantic-Level Video Reasoning Segmentation",
    author = "Hong, Yuhuan  and
      Ren, Yiming  and
      Lin, Zhiqiang  and
      Wu, Feize  and
      Xingyun, Liu  and
      Xie, Yitong  and
      Zhou, Lei  and
      Wu, Lisheng  and
      Wang, Junjie  and
      Yang, Yujiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.938/",
    pages = "19783--19797",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{inger-etal-2026-longmem,
    title = "{L}ong{M}em-{RAT}: Long-Term Memory for Cross-Session Red Teaming",
    author = "Inger, Nurit Cohen  and
      Haziz, Barak  and
      Cohen, Seffi  and
      Diga, Yonatan  and
      Chizi, Barak  and
      Rokach, Lior  and
      Shapira, Bracha",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.939/",
    pages = "19798--19815",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lin-etal-2026-triplet,
    title = "Triplet-Block Diffusion {RWKV}",
    author = "Lin, Ke  and
      Luo, Yiyang  and
      Su, Zhaolong  and
      Song, Yunya  and
      Rao, Anyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.940/",
    pages = "19816--19829",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-score,
    title = "How to Score Experts for One-Shot {M}o{E} Expert Pruning: A Systematic Formulation and Selection Principle",
    author = "Liu, Zongfang  and
      Zhang, Jinghui  and
      Ma, Zijian  and
      Chen, Guangyi  and
      Yuan, Xin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.941/",
    pages = "19830--19846",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fan-etal-2026-rank4gen,
    title = "{R}ank4{G}en: {RAG}-Preference-Aligned Document Set Selection and Ranking",
    author = "Fan, Yongqi  and
      Chu, Yuxiang  and
      Xia, Zhentao  and
      Chen, Xiaoyang  and
      Liu, Jie  and
      Liang, Haijin  and
      Ma, Jin  and
      He, Ben  and
      Sun, Yingfei  and
      Zhai, Jie  and
      Ye, Dezhi  and
      Ruan, Tong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.942/",
    pages = "19847--19875",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-k,
    title = "K-{B}rowse{C}omp: A Web Browsing Agent Benchmark Grounded in {K}orean Contexts",
    author = "Lee, Nahyun  and
      Yoon, Dongkeun  and
      Son, Guijin  and
      Kim, Geewook  and
      Ko, Dayoon  and
      Park, Jeonghun  and
      Yoo, Haneul  and
      Cho, Jaewon  and
      Park, Junghun  and
      Lee, Changyoon  and
      Jang, Kyochul  and
      Kim, Jaeyeon  and
      Kim, Eunsu  and
      Kim, Seungone",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.943/",
    pages = "19876--19904",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sihan-etal-2026-typocd,
    title = "{T}ypo{CD}: Training-Free Contrastive Decoding for Typographic Defense in Large Vision-Language Models",
    author = "Sihan, Xia  and
      Li, Jing  and
      Dong, Junhao  and
      Tsang, Ivor  and
      Ong, Yew-Soon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.944/",
    pages = "19905--19919",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-adaptinfer,
    title = "{A}dapt{I}nfer: Adaptive Token Pruning for Vision Language Model Inference via Dynamical Text Guidance",
    author = "Zhang, Weichen  and
      Zhu, Zhui  and
      Li, Ningbo  and
      Tao, Shilong  and
      Zhu, Hongzi  and
      Xu, Jingao  and
      Liu, Kebin  and
      Liu, Yunhao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.945/",
    pages = "19920--19938",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-egoerrorvqa,
    title = "{E}go{E}rror{VQA}: Assess Egocentric Comprehension Capabilities through Procedural Errors for Ego-Agentic {AI}",
    author = "li, Junlong  and
      LI, Junxi  and
      Gao, Jianjun  and
      Cai, Chen  and
      Chau, Lap-Pui  and
      Wang, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.946/",
    pages = "19939--19959",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tao-etal-2026-mempulse,
    title = "{M}em{P}ulse: Memory Pulse-Driven Adaptive Long-Context Reasoning with Fact-based Hypergraph",
    author = "Tao, Wenbiao  and
      Wang, Yuanfu  and
      Lan, Yunshi  and
      Yang, Chao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.947/",
    pages = "19960--19975",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nechnech-etal-2026-function,
    title = "Function-Level Execution Feedback for Code Preference Optimization",
    author = "Nechnech, Idris  and
      Kim, Sehwan  and
      Seo, Jimin  and
      Kim, Yeongoon  and
      Oh, Minhae  and
      Hong, Sangwoo  and
      Lee, Jungwoo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.948/",
    pages = "19976--19995",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lan-etal-2026-mi,
    title = "{MI}-Distillation: Selecting from Model-Interpolated Instruct-Reasoning Data Spectrum for Chain-of-Thought Distillation",
    author = "Lan, Yangsong  and
      Hu, Renkai  and
      Zheng, Hong-Kai  and
      Zhang, Bo  and
      Wang, Renzhi  and
      Dai, Hongliang  and
      Li, Piji",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.949/",
    pages = "19996--20016",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-improving-synthetic,
    title = "Improving Synthetic Data Generation for Argument Mining via Adversarial Reinforcement Learning",
    author = "Zhang, Zhijun  and
      Wang, Qianlong  and
      Ding, Keyang  and
      Dai, Genan  and
      Zhang, Bowen  and
      Liang, Bin  and
      Xu, Ruifeng  and
      Liang, Yongsheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.950/",
    pages = "20017--20036",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qi-etal-2026-scope-sql,
    title = "{SCOPE}-{SQL}: Structured Semantic Credit for Reinforcement Learning of Interactive {SQL} Repair Agent",
    author = "Qi, Hong  and
      Zhao, Junyi  and
      Li, Boyan  and
      Jiang, Juyong  and
      Luo, Yuyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.951/",
    pages = "20037--20058",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bhattacharyya-etal-2026-forget,
    title = "Forget-to-Focus: Targeted Unlearning for Domain Specialization in {LLM}s",
    author = "Bhattacharyya, Chaitali  and
      Jang, Shinhyoung  and
      Kim, Seohyun  and
      Lee, Junyoung  and
      Kim, Yeseong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.952/",
    pages = "20059--20085",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bhalerao-etal-2026-beyond,
    title = "Beyond Factual {QA}: Mentorship-Oriented Question Answering over Long-Form Multilingual Content",
    author = "Bhalerao, Parth  and
      Guan, Ruiwen  and
      Dsouza, Diola  and
      Ignat, Oana",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.953/",
    pages = "20086--20107",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{du-etal-2026-llms,
    title = "Are {LLM}s Ready to Assist Physicians? {P}hys{A}ssist{B}ench for Interactive Doctor-Patient-{EHR} Assistance",
    author = "Du, Tianming  and
      Yu, Peijie  and
      Shang, Sihan  and
      Shi, Danli  and
      Nguyen, My Linh  and
      Gao, Shengbo  and
      Li, Guangyuan  and
      Yu, Yinghong  and
      Jiang, Yan  and
      Zhao, Qianlong  and
      Bozorgtabar, Behzad  and
      Ji, Shaoxiong  and
      Pan, Jiazhen  and
      Rueckert, Daniel  and
      Yang, Jiancheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.954/",
    pages = "20108--20142",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-snapbench,
    title = "{S}nap{B}ench: Benchmarking Snap-and-Ask Multimodal Retrieval for Mobile Interactions",
    author = "Chen, Zirong  and
      Ye, Fuda  and
      Zhang, Kuan  and
      Du, Enjun  and
      Pu, Junfu  and
      Wang, Xinlei  and
      Zuo, Xinyu  and
      Duan, Lisheng  and
      Ma, Jin  and
      Zhang, Yongqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.955/",
    pages = "20143--20178",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wan-etal-2026-agents,
    title = "Can Agents Read the Room? Benchmarking Visual Social Intelligence in Multimodal Simulation",
    author = "Wan, Shijun  and
      Wu, Xuehai  and
      Zhang, Jiwen  and
      Wang, Siyuan  and
      Wei, Zhongyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.956/",
    pages = "20179--20209",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ryumina-etal-2026-tacme,
    title = "{TACME}: Task-Aware Cross-Modal Experts for Disjoint-Corpus Multimodal Behavioral Understanding",
    author = "Ryumina, Elena  and
      Axyonov, Alexandr  and
      Ryumin, Dmitry",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.957/",
    pages = "20210--20234",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yue-etal-2026-cogmanip,
    title = "{C}og{M}anip: Benchmarking Manipulative Behavior in Multi-Turn Interactions with Large Language Models",
    author = "Yue, Zeyang  and
      Yan, Chenfei  and
      Zhao, Feifei  and
      Tong, Haibo  and
      Xu, Mengwen  and
      Wang, Xiaozhen  and
      Lin, Erliang  and
      Zeng, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.958/",
    pages = "20235--20265",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{schafer-etal-2026-robust,
    title = "Robust Text Watermarking for Large Language Models via Dual Semantic Embeddings",
    author = {Sch{\"a}fer, Jonas  and
      Pilaszewicz, Cezary  and
      Wunder, Gerhard},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.959/",
    pages = "20266--20287",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lai-etal-2026-adar,
    title = "{A}da{R}: A Framework for Equipping {LLM}s with Adaptive Reasoning",
    author = "Lai, Zhejian  and
      Geng, Xiang  and
      Wang, Zhijun  and
      Bai, Yang  and
      Li, Jiahuan  and
      Weng, Rongxiang  and
      Wang, Jingang  and
      Cao, Xuezhi  and
      Cai, Xunliang  and
      Huang, Shujian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.960/",
    pages = "20288--20306",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-deepweaver,
    title = "{D}eep{W}eaver: Bridging the Evidence Synthesis Gap in Open-Ended Question Answering",
    author = "Wang, Xujia  and
      Zhang, Yizhe  and
      Xu, Bin  and
      Hou, Lei  and
      Li, Juanzi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.961/",
    pages = "20307--20354",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lei-etal-2026-one,
    title = "One-Stage Multi-Task Instruction-Guided 3{D} Spatial Audio Editing",
    author = "Lei, Ke  and
      Wen, Chenyuhao  and
      Zhang, Yu  and
      Guo, Wenxiang  and
      Pan, Changhao  and
      Zhou, Sashuai  and
      Li, Yongshi  and
      Li, Ruiqi  and
      Hu, Ruofan  and
      Xu, Haorui  and
      Yin, Xiang  and
      Zhao, Zhou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.962/",
    pages = "20355--20369",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-internalizing,
    title = "Internalizing Meta-Experience into Memory for Guided Reinforcement Learning in Large Language Models",
    author = "Huang, Shiting  and
      Li, Zecheng  and
      Zeng, Yu  and
      Ren, Qingnan  and
      Fang, Zhen  and
      Su, Qisheng  and
      Shi, Kou  and
      Zhang, Ziao  and
      Chen, Lin  and
      Chen, Zehui  and
      Zhao, Feng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.963/",
    pages = "20370--20389",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-diagnosing-repairing,
    title = "Diagnosing and Repairing Local Reasoning Preference Collapse in Medical Chain-of-Thought Distillation",
    author = "Wang, RuiQing  and
      Tan, Xiaoyu  and
      Wang, Xiyao  and
      Chen, Jue  and
      Qiu, Xihe",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.964/",
    pages = "20390--20412",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qiu-etal-2026-learning,
    title = "Learning to Recover Bridge Path for {SQL} Schema Linking via Tentative Answer Profiling",
    author = "Qiu, Wenzhong  and
      Liu, Shixin  and
      Hong, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.965/",
    pages = "20413--20429",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-data-augmentation,
    title = "Data Augmentation via Relation-Variant Discourse Recasting for Implicit Discourse Relation Recognition",
    author = "Yang, Yikang  and
      Sun, Weihao  and
      Hong, Yu  and
      Wang, Zhipang  and
      Zhou, Guodong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.966/",
    pages = "20430--20444",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yan-etal-2026-exploring,
    title = "Exploring Information Seeking Agent Consolidation",
    author = "Yan, Guochen  and
      Wu, Jialong  and
      Tao, Zhengwei  and
      Li, Bo  and
      Zhang, Qintong  and
      Xu, Jiahao  and
      Mi, Haitao  and
      Fang, Yuejian  and
      Shen, Qingni  and
      Zhang, Wentao  and
      Wu, Zhonghai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.967/",
    pages = "20445--20470",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-monolithic,
    title = "From Monolithic Prompts to Scaffolded Execution for Memory Agents with Small Language Models",
    author = "Yang, Seunghan  and
      Bang, Jihwan  and
      Choi, Sungha  and
      Lee, Juntae",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.968/",
    pages = "20471--20498",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{franzon-etal-2026-light,
    title = "Light or Full Verb? A Minimal-Pair Dataset for Probing Phraseological Competence in Language Models",
    author = "Franzon, Francesca  and
      G{\'o}mez, Nicol{\'a}s Ros{\`a}s  and
      Wanner, Leo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.969/",
    pages = "20499--20512",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{choi-etal-2026-karma,
    title = "{KARMA}: Knowledge graph-based Automated Reasoning Materialization and Alignment",
    author = "Choi, Jinkyeong  and
      Jeong, Chaebin  and
      Park, Donghyeon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.970/",
    pages = "20513--20531",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{duan-etal-2026-agentic,
    title = "Can Agentic Trading Systems Pay for Their Own Intelligence?",
    author = "Duan, Qiqi  and
      Li, Changlun  and
      Wang, Chen  and
      Zhang, Fan  and
      Wang, Mengxiang  and
      Miao, Dayi  and
      Ma, Peixian  and
      Yan, Jiangpeng  and
      Chen, Liyuan  and
      Liu, Shuoling  and
      Nakov, Preslav  and
      Luo, Yuyu  and
      Tang, Nan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.971/",
    pages = "20532--20554",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{peng-etal-2026-homogeneity,
    title = "From Homogeneity to Diversity: Self-Refined {GRPO} for Controllable Creative Writing",
    author = "Peng, Minna  and
      Tan, Wei  and
      Wang, Zeyu  and
      Hu, Yongquan  and
      Huang, Ruizhi  and
      Jie, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.972/",
    pages = "20555--20571",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-ase,
    title = "{ASE}-{MCTS}: Asynchronous Self-Evaluated {M}onte {C}arlo Tree Search for Efficient {LLM} Reasoning",
    author = "Wu, Yang  and
      Liu, Yuyang  and
      Zhang, Zhicheng  and
      Zheng, Xiaolong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.973/",
    pages = "20572--20591",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{luo-etal-2026-autocrat,
    title = "{A}uto{CRAT}: Within-trajectory Joint Control of Stochasticity and Compute for {LLM} Reasoning",
    author = "Luo, Hanjun  and
      Liu, Qiushi  and
      Zhang, Jingya  and
      Pang, Haihong  and
      Wen, Jiaheng  and
      Ma, Yifei.  and
      Yao, Yu  and
      Zhang, Chengxi  and
      Zhang, Hanrong  and
      Chen, Yankai  and
      Salam, Hanan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.974/",
    pages = "20592--20612",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tian-etal-2026-moe,
    title = "{M}o{E} Sparsity Begets Monosemanticity: Insights into Understanding and Fine-Tuning",
    author = "Tian, Mingxue  and
      Zhang, Qi  and
      Wang, Xiaohan  and
      Chai, Jiajun  and
      Yin, Guojun  and
      Lin, Wei  and
      Chen, Cailian  and
      Xu, Qimin  and
      Wang, Siyu  and
      Wang, Yisen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.975/",
    pages = "20613--20630",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jing-etal-2026-isolation,
    title = "Isolation as a First-Class Principle for {LLM}-Agent System Safety: Concepts, Taxonomy, Challenges and Future Directions",
    author = "Jing, Huihao  and
      Hu, Wenbin  and
      Chen, Shaojin  and
      Shi, Haochen  and
      Zhang, Sirui  and
      Yang, Hanyu  and
      Fan, Changxuan  and
      Xie, Zhongwei  and
      Luo, Hongyu  and
      Chan, Wun Yu  and
      Fan, Wei  and
      Li, Haoran  and
      Song, Yangqiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.976/",
    pages = "20631--20650",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mehta-etal-2026-formally,
    title = "Formally Verified {AI} Co-Reasoning: An Education Case Study",
    author = "Mehta, Arnav  and
      Guo, Chenjun  and
      Lu, Thomas  and
      Voss, Niels  and
      Patel, Manooshree  and
      Bhattacharyya, Rayna  and
      Donovan, Peter  and
      Ranade, Gireeja",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.977/",
    pages = "20651--20668",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lin-etal-2026-missmac,
    title = "{M}iss{MAC}-Bench: Building Solid Benchmark for Missing Modality Issue in Robust Multimodal Affective Computing",
    author = "Lin, Ronghao  and
      Lu, Honghao  and
      Wu, Ruixing  and
      Xiong, Aolin  and
      Chu, Qinggong  and
      He, Qiaolin  and
      Mai, Sijie  and
      Hu, Haifeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.978/",
    pages = "20669--20684",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-macro,
    title = "{MACRO}-{LLM}: {LLM}-Empowered Multi-Agent Collaborative Reasoning under Spatiotemporal Partial Observability",
    author = "Chen, Handi  and
      Zhao, Running  and
      Wu, Xiuzhe  and
      Xu, Zhanfeng  and
      Ngai, Edith Cheuk-Han",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.979/",
    pages = "20685--20717",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yao-etal-2026-multimodal,
    title = "Multimodal Reward Hacking in Reinforcement Learning",
    author = "Yao, Jiayu  and
      Wang, Yiwei  and
      Zhang, Anmeng  and
      Sun, Zhe  and
      Wang, Songsong  and
      Mei, Lingrui  and
      Ge, Yuyao  and
      Liu, Shenghua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.980/",
    pages = "20718--20733",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qu-farber-2026-vital,
    title = "Vital Trace: Protocol-Constrained Patient-State Reasoning for Longitudinal Clinical Trajectories",
    author = {Qu, Zhan  and
      F{\"a}rber, Michael},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.981/",
    pages = "20734--20751",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shi-etal-2026-asynctool,
    title = "{A}sync{T}ool: Evaluating the Asynchronous Function Calling Capability under Multi-Task Scenarios",
    author = "Shi, Kou  and
      Zhang, Ziao  and
      Huang, Shiting  and
      Nie, Avery  and
      Fang, Zhen  and
      Wang, Qiuchen  and
      Chen, Lin  and
      Chen, Huaian  and
      Chen, Zehui  and
      Zhao, Feng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.982/",
    pages = "20752--20776",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{merzin-etal-2026-context,
    title = "In-Context Compilation: Encoding Context-Induced Behavioral Shift into Model Weights",
    author = "Merzin, Michael  and
      Elisha, Yehonatan  and
      Barkan, Oren  and
      Toib, Yonatan  and
      Koenigstein, Noam",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.983/",
    pages = "20777--20796",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{matsutani-etal-2026-zipping,
    title = "Zipping the Thought: When and How Compressed Reasoning Data Works in {LLM} Post-Training",
    author = "Matsutani, Kohsei  and
      Minegishi, Gouki  and
      Kojima, Takeshi  and
      Iwasawa, Yusuke  and
      Matsuo, Yutaka",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.984/",
    pages = "20797--20822",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kosterna-etal-2026-disentangling,
    title = "Disentangling Form and World Knowledge in {LLM} Interpretation: Evidence from Quantifier Scope Disambiguation",
    author = "Kosterna, Jakub  and
      Grudzi{\'n}ska, Justyna  and
      Miecznikowski, Maciej  and
      Borysewicz, Wojciech  and
      Poteralska, Julia  and
      Rutkowski, Kacper  and
      Kwapisz, Jan Henryk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.985/",
    pages = "20823--20833",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{feng-etal-2026-adapting,
    title = "Adapting Dynamic Sampling to Fine-Grained Rewards for Tool Learning with Curriculum Learning",
    author = "Feng, Zihao  and
      Wang, Xiaoxue  and
      Wu, Bowen  and
      Xu, Zhen  and
      Cao, Hailong  and
      Zhao, Tiejun  and
      Wang, Baoxun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.986/",
    pages = "20834--20853",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-beyond-polarization,
    title = "Beyond Polarization: The Generative Constraint of Chain-of-Thought in Pointwise Reranking",
    author = "Chen, Xiaoyang  and
      Liu, Jie  and
      Liang, Haijin  and
      Shi, Haibo  and
      Ma, Jin  and
      He, Ben  and
      Sun, Yingfei  and
      Ye, Dezhi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.987/",
    pages = "20854--20865",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{luo-eric-2026-cascade,
    title = "{CASCADE} Against Jailbreaks: Combination Across Stages with Controlled Attack-Defense Evaluation",
    author = "Luo, Jiale  and
      Eric, Han Liang Wee",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.988/",
    pages = "20866--20888",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-prunetir,
    title = "{P}rune{TIR}: Inference-Time Tool Call Pruning for Effective yet Efficient Tool-Integrated Reasoning",
    author = "Zhang, Luan  and
      Song, Dandan  and
      Wu, Zhijing  and
      Chen, Zhengyu  and
      Zhang, Chen  and
      Tian, Yuhang  and
      Ma, Huipeng  and
      Li, Chenhao  and
      Zhou, Changzhi  and
      Li, Xudong  and
      Zhou, Ruochen  and
      Zhang, Shuhao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.989/",
    pages = "20889--20907",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-fedsubmuon,
    title = "{F}ed{S}ub{M}uon: Communication-Efficient Federated {LLM} Fine-Tuning via Structured Subspace Muon",
    author = "Chen, Shaolong  and
      Tao, Youming  and
      Chen, Shuzhen  and
      Dressler, Falko  and
      Ye, Qingqing  and
      Wang, Di",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.990/",
    pages = "20908--20922",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-skillrevise,
    title = "{SKILLREVISE}: Improving {LLM}-Authored Agent Skills via Trace-Conditioned Skill Revision",
    author = "Liu, Yuxuan  and
      Su, Zhaochen  and
      Xie, Lingyun  and
      Zhang, Yuhao  and
      Zong, Qing  and
      Guo, Jiahe  and
      Xie, Zhongwei  and
      Ji, Yiyan  and
      Yim, Yauwai  and
      Luo, Hongyu  and
      Ren, Xiyu  and
      Chenyu, Ruan  and
      Li, Haoran  and
      Song, Yangqiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.991/",
    pages = "20923--20946",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-streammembench,
    title = "{S}tream{M}em{B}ench: Streaming Evaluation of Agent Memory for Future-Oriented Assistance",
    author = "Liu, Guanming  and
      Ren, Yuqi  and
      Gu, Hansu  and
      Zhang, Peng  and
      Wang, Weihang  and
      Liu, Jiahao  and
      Gu, Ning  and
      Lu, Tun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.992/",
    pages = "20947--20960",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-he-2026-sac,
    title = "{SAC}-Copula: Quality-Preserving Watermarking for Diffusion Language Models via Smooth Correlated {G}umbel Fields",
    author = "Li, Baixin  and
      He, Haiyun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.993/",
    pages = "20961--20984",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jiang-etal-2026-self,
    title = "Self-Evolving Dual-Role Deliberation for Medication Recommendation from Clinical Records",
    author = "Jiang, Jiyue  and
      Lei, Yu  and
      Xu, Yitao  and
      Wang, Zikang  and
      Wang, Zhenyu  and
      Zong, Licheng  and
      Huang, Han  and
      Li, Ziyi  and
      Huo, Zhiyu  and
      Chen, Yuhan  and
      Chen, Jiayang  and
      Fan, Xiaodan  and
      Li, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.994/",
    pages = "20985--21004",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-routing-reasoning,
    title = "Routing by Reasoning Need: Trajectory-Aware Decoding Control for Diffusion Vision-Language Models",
    author = "Liu, Yixiang  and
      Xu, Zhongxing  and
      Wang, Zhonghua  and
      Tang, Xiaoying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.995/",
    pages = "21005--21021",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shin-etal-2026-planning,
    title = "Planning Before Reasoning: A Vision-Language Dataset for Structured Stepwise Reasoning in Document Understanding",
    author = "Shin, Dongjae  and
      Yoo, Hangyeol  and
      Nam, Yerin  and
      Shin, Hoyeon  and
      Song, SeungWoo  and
      Song, Seohyun  and
      Yang, Donghun  and
      Lim, KyungTae",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.996/",
    pages = "21022--21061",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-losatok,
    title = "{L}o{SAT}ok: Low-Dimensional Semantic-Acoustic Tokenizer for Cross-Domain Audio Understanding and Generation",
    author = "Zhang, Zhisheng  and
      Li, Xiang  and
      Zhou, Yixuan  and
      Peng, Jing  and
      Zeng, Guoyang  and
      Wu, Zhiyong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.997/",
    pages = "21062--21079",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ren-teo-2026-mind,
    title = "Mind the Implicit Gap: Quantifying Attribute Inference Leakage in Privacy-Conscious Delegation",
    author = "Ren, Nicole  and
      Teo, James",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.998/",
    pages = "21080--21114",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{holmstrom-etal-2026-systematic,
    title = "A Systematic Comparison of Multilingual Interpretability Methods Reveals Anisotropy-Driven Failures",
    author = {Holmstr{\"o}m, Oskar  and
      Bollmann, Marcel  and
      Kuhlmann, Marco},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.999/",
    pages = "21115--21164",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bonetta-etal-2026-selective,
    title = "Selective Agent Guidance via Entropy: Learning Autonomous Policies from Imperfect {VLM} Teachers",
    author = "Bonetta, Giovanni  and
      Merler, Matteo  and
      Zago, Davide  and
      Cancelliere, Rossella  and
      Magnini, Bernardo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1000/",
    pages = "21165--21191",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-sapa,
    title = "{SAPA}: a Situation-Augmented Personalized web Agent",
    author = "Li, Qianyue  and
      Ji, Bin  and
      Liu, Xiaodong  and
      Li, Shasha  and
      Li, Xiaopeng  and
      Wang, Yueyu  and
      Hong, Xinran  and
      Jun, Ma  and
      Yu, Jie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1001/",
    pages = "21192--21207",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-datachef,
    title = "{D}ata{C}hef: Cooking Up Optimal Data Recipes for {LLM} Adaptation via Reinforcement Learning",
    author = "Chen, Yicheng  and
      Zerun, Ma  and
      Xinchen, Xie  and
      Li, Yining  and
      Chen, Kai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1002/",
    pages = "21208--21230",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{islam-etal-2026-multi,
    title = "Multi-Step Knowledge Interaction Analysis via {R}ank-2 Subspace Disentanglement",
    author = "Islam, Sekh Mainul  and
      Atanasova, Pepa  and
      Augenstein, Isabelle",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1003/",
    pages = "21231--21248",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{islam-etal-2026-biasgym,
    title = "{B}ias{G}ym: A Simple and Generalizable Framework for Analyzing and Removing Biases through Injection",
    author = "Islam, Sekh Mainul  and
      Borenstein, Nadav  and
      Pawar, Siddhesh Milind  and
      Yu, Haeun  and
      Arora, Arnav  and
      Augenstein, Isabelle",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1004/",
    pages = "21249--21270",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shu-etal-2026-loopvit,
    title = "{L}oop{V}i{T}: Scaling Visual {ARC} with Looped Transformers",
    author = "Shu, Wen-Jie  and
      Qiu, Xuerui  and
      Zhu, Rui-Jie  and
      Chen, Harold Haodong  and
      Liu, Yexin  and
      Yang, Harry",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1005/",
    pages = "21271--21280",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ma-etal-2026-x,
    title = "{X}-{GS}: An Extensible Framework for Perceiving and Thinking with 3{D} {G}aussian Splatting",
    author = "Ma, Yueen  and
      Xu, Zenglin  and
      King, Irwin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1006/",
    pages = "21281--21296",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-treeps,
    title = "{T}ree{PS}-{RAG}: Tree-based Process Supervision for Reinforcement Learning in Agentic {RAG}",
    author = "Zhang, Tianhua  and
      Li, Kun  and
      Li, Junan  and
      Li, Yunxiang  and
      Luo, Hongyin  and
      Wu, Xixin  and
      Glass, James R.  and
      Meng, Helen M.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1007/",
    pages = "21297--21316",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-lame,
    title = "{L}a{ME}: Learning to Think in Latent Space for Multimodal Embedding via Information Bottleneck",
    author = "Wu, Peixi  and
      Yang, Biao  and
      Ma, Feipeng  and
      Chai, Bosong  and
      Lin, Bo  and
      Yuan, Wei  and
      Yang, Fan  and
      Gao, Tingting  and
      Li, Hebei  and
      Sun, Xiaoyan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1008/",
    pages = "21317--21329",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{schwager-etal-2026-unsampled,
    title = "The Unsampled Truth: Quantifying Prompt Artifacts in {LM} Psychometrics",
    author = {Schwager, Nils  and
      Hau, Christoph  and
      M{\"u}nker, Simon  and
      Rettinger, Achim},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1009/",
    pages = "21330--21341",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-syntax,
    title = "Syntax-Aware Detection of Training Data Contamination in Code {LLM}s",
    author = "Zhang, Jiazheng  and
      Liu, Cheng  and
      Cheng, Long  and
      Li, Xiaowei  and
      Li, Huawei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1010/",
    pages = "21342--21367",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-2026-route,
    title = "From Route to Survey: Probing Spatial Perspective Transformation in Large Language Models",
    author = "Zhang, Haotong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1011/",
    pages = "21368--21386",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gupta-etal-2026-better,
    title = "Better World Models Can Lead to Better Post-Training Performance",
    author = "Gupta, Prakhar  and
      Conklin, Henry  and
      Leslie, Sarah-Jane  and
      Lee, Andrew",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1012/",
    pages = "21387--21399",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tian-etal-2026-sap,
    title = "{SAP}: State-Guided Data Synthesis with Argument Provenance for Multi-Turn Tool Use",
    author = "Tian, Zichen  and
      Chen, Jinpeng  and
      Gong, Cheng  and
      Zhang, Suiyun  and
      Liu, Rui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1013/",
    pages = "21400--21422",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{meng-etal-2026-adaptive,
    title = "Adaptive Hierarchical Representation Alliance for Multimodal Learning",
    author = "Meng, Chunlei  and
      Feng, Pengbin  and
      Pang, Jacqueline J.  and
      Liao, Chih-Ting  and
      Fu, Rong  and
      Kang, Zhaolu  and
      Gan, Zhongxue  and
      Ouyang, Chun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1014/",
    pages = "21423--21439",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ji-etal-2026-sala,
    title = "{SALA}: Semantic-Aware Logical Alignment for Complex Reasoning in In-Context Learning",
    author = "Ji, Zhao  and
      Chen, Wenqing  and
      Chu, Zhixuan  and
      Yu, Jianxing  and
      Liu, Jingping  and
      Zhao, Shanhe  and
      Zheng, Zibin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1015/",
    pages = "21440--21456",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-ifmtbench,
    title = "{IFMTB}ench: A Comprehensive Benchmark for Multilingual Translation Instruction Following",
    author = "Sun, Mingrui  and
      Zheng, Mao  and
      Li, Zheng  and
      Song, Mingyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1016/",
    pages = "21457--21468",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{merler-etal-2026-viplan,
    title = "{V}i{P}lan: A Benchmark for Visual Planning with Symbolic Predicates and Vision-Language Models",
    author = "Merler, Matteo  and
      Dainese, Nicola  and
      Alakuijala, Minttu  and
      Bonetta, Giovanni  and
      Ferrazzi, Pietro  and
      Tian, Yu  and
      Magnini, Bernardo  and
      Marttinen, Pekka",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1017/",
    pages = "21469--21516",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ma-etal-2026-breaking-cloak,
    title = "Breaking the Cloak! Unveiling {C}hinese Cloaked Toxicity with Homophone Graph and Toxic Lexicon",
    author = "Ma, Xuchen  and
      Yu, Jianxiang  and
      Shao, Wenming  and
      Pang, Bo  and
      Li, Xiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1018/",
    pages = "21517--21533",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{talla-etal-2026-language,
    title = "To Each Language Its Tokenizer: Modular Tokenizers for Efficient Multilingual {LLM}s",
    author = "Talla, Franck Signe  and
      Pilchen, Hippolyte  and
      Yvon, Fran{\c{c}}ois  and
      Grave, Edouard",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1019/",
    pages = "21534--21563",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jeon-etal-2026-phonemizing,
    title = "Phonemizing User-Generated Text: A Benchmark, Taxonomy, and Compositional Approach",
    author = "Jeon, MinJu  and
      Park, Younghan  and
      Park, Han Sung  and
      Kim, Jong-Hwan  and
      Kim, Dong-Jin  and
      Lee, Hoyeon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1020/",
    pages = "21564--21581",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-released,
    title = "Can Released {LLM} Vocabularies Support Token-Level Estimation of Hidden Corpora?",
    author = "Zhang, Qingjie  and
      Ren, Xingzhang  and
      Chen, Zixuan  and
      Li, Jinfeng  and
      Chen, YueFeng  and
      Yang, Yitong  and
      Xue, Hui  and
      Liu, Dayiheng  and
      Qiu, Han",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1021/",
    pages = "21582--21596",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bai-etal-2026-skilldag,
    title = "{S}kill{DAG}: Self-Evolving Typed Skill Graphs for {LLM} Skill Selection at Scale",
    author = "Bai, Tong  and
      Wan, Zhenglin  and
      Zhou, Pengfei  and
      Yu, Xingrui  and
      You, Yang  and
      Tsang, Ivor",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1022/",
    pages = "21597--21611",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-llm-agents-fail,
    title = "Why Do {LLM} Agents Fail in Exploring New Environments? A World-Modeling Perspective",
    author = "Chen, Shiqi  and
      Zhu, Tongyao  and
      Wang, Zian  and
      Zhang, Jinghan  and
      Wang, Kangrui  and
      Zhou, Ruochen  and
      Gao, Siyang  and
      Xiao, Teng  and
      Teh, Yee Whye  and
      He, Junxian  and
      Li, Manling",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1023/",
    pages = "21612--21626",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hong-etal-2026-interference,
    title = "Interference-Aware Composition of Steering Vectors",
    author = "Hong, Giwon  and
      Radevski, Gorjan  and
      Glava{\v{s}}, Goran  and
      Gashteovski, Kiril  and
      Ponti, Edoardo  and
      Lawrence, Carolin  and
      Minervini, Pasquale",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1024/",
    pages = "21627--21658",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zheng-etal-2026-bass,
    title = "{BASS}: Budget-Aware Structured Search for Text-to-{SQL} Generation",
    author = "Zheng, Bin  and
      Chen, Zheng  and
      Chen, Kefan  and
      Cui, Lulu  and
      Tang, Hao  and
      Xu, Zijun  and
      Anlong, Chen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1025/",
    pages = "21659--21686",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qu-etal-2026-dlsa,
    title = "{DLSA}: Dual-Level Semantic Alignment with Adaptive Multi-Scale Modeling for Referring Remote {S}ensing Image Segmentation",
    author = "Qu, Wei  and
      Wei, Wei  and
      Zou, Shihao  and
      Cao, Zian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1026/",
    pages = "21687--21704",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-dsflow,
    title = "{DSF}low: Evolutionary Workflow Optimization for Generalizable {LLM}-Based Data Science Automation",
    author = "Liu, Fan  and
      Pang, Tianyu  and
      Du, Chao  and
      Liu, Hao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1027/",
    pages = "21705--21720",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-waymoqa,
    title = "{W}aymo{QA}: A Multi-View Visual Question Answering Dataset for Safety-Critical Reasoning in Autonomous Driving",
    author = "Yu, Seungjun  and
      Lee, Seonho  and
      Kim, Namho  and
      Shin, Jaeyo  and
      Park, Junsung  and
      Ryu, Wonjeong  and
      Jung, Raehyuk  and
      Shim, Hyunjung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1028/",
    pages = "21721--21744",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-towards-reliable,
    title = "Towards Reliable, Generalizable, and Specific In-Context Knowledge Editing via Multi-Objective Reinforcement Learning",
    author = "Wang, Xuzhong  and
      Jiang, Maiqi  and
      Nair, Tejal  and
      Bhusal, Girija  and
      Zhang, Yanfu  and
      Chen, Haipeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1029/",
    pages = "21745--21761",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cuong-etal-2026-revel,
    title = "{R}e{VEL}: Multi-Turn Reflective {LLM}-Guided Heuristic Evolution via Structured Performance Feedback",
    author = "Cuong, Van Duc  and
      Minh, Nguyen Dinh Tuan  and
      Tam, Vu Duc  and
      Vu, Tung D.  and
      Nguyen, Son Van  and
      Hanh, Nguyen Thi  and
      Binh, Huynh Thi Thanh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1030/",
    pages = "21762--21782",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kang-etal-2026-symptoms,
    title = "Same Symptoms, Different Severity?: Investigating Gendered Cue Effects on {LLM}s in Depression Severity Assessment",
    author = "Kang, Migyeong  and
      Yang, Sihyeon  and
      Kim, Minseok  and
      An, Jisun  and
      Kwak, Haewoon  and
      Han, Jinyoung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1031/",
    pages = "21783--21800",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{han-etal-2026-toward,
    title = "Toward Detecting Modern Social Media Agents: Dataset, Experimental Analysis, and an Agent-Based Solution",
    author = "Han, Yi  and
      Liao, Lizi  and
      Lu, Haiqi  and
      Liu, Yuanxing  and
      Zhang, Weinan  and
      Liu, Ting",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1032/",
    pages = "21801--21820",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hu-etal-2026-sec,
    title = "{SEC}: Selective Embedding Correction for Cross-Lingual Transfer in Low-Resource Languages",
    author = "Hu, Mengting  and
      Xue, Wenjie  and
      Xu, Peiyu  and
      Li, Xuan  and
      Huang, Junpeng  and
      Guang, Zhiyuan  and
      Zhang, Xiaoru  and
      Gao, Hang  and
      Wei, Sicheng  and
      Fan, Bingyang  and
      Gao, Tiegang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1033/",
    pages = "21821--21836",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-shu-2026-physicist,
    title = "The Physicist, the Coder, and the Critic: Agentic Photonic Crystal Fiber Inverse Design via Verbal Gradient Descent",
    author = "Chen, Shengchao  and
      Shu, Ting",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1034/",
    pages = "21837--21855",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hou-etal-2026-ai-reviewers,
    title = "Do {AI} Reviewers Converge? Diversity Collapse in Model-Generated Peer Review",
    author = "Hou, Xuzhe  and
      Zhang, Shengxin  and
      Stacy, Riley  and
      Black, Emily  and
      Chandrasekaran, Varun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1035/",
    pages = "21856--21885",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hu-etal-2026-controlled,
    title = "Controlled Self-Evolution for Algorithmic Code Optimization",
    author = "Hu, Tu  and
      Chen, Ronghao  and
      Zhang, Shuo  and
      Xu, Rui  and
      Yin, Jianghao  and
      Feng, Mou Xiao  and
      Liu, Jingping  and
      Jiang, Wenqi  and
      Zhang, Shaolei  and
      Fang, Yuqi  and
      Hu, Sen  and
      Xu, Yi  and
      Wang, Huacan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1036/",
    pages = "21886--21916",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chung-yoon-2026-improving,
    title = "Improving Allocentric Spatial Reasoning of {VLM}s via Perspective-conditional Prompt-based Contrastive Decoding",
    author = "Chung, Hyejin  and
      Yoon, Hyunsoo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1037/",
    pages = "21917--21935",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shen-etal-2026-hypertrace,
    title = "{H}yper{T}race: Hypothesis-Based Preference Tracing for Online {LLM} Personalization",
    author = "Shen, Jianzhi  and
      Mao, Keyu  and
      Shao, Minghao  and
      Jin, Chuanyang  and
      Wang, Yusong  and
      Lin, Ailiang  and
      Funakoshi, Kotaro  and
      Okumura, Manabu  and
      Shafique, Muhammad",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1038/",
    pages = "21936--21951",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wei-etal-2026-llms,
    title = "Can {LLM}s Spot Data Anomalies That Make Table {QA} Impossible?",
    author = "Wei, Yucheng  and
      Yang, Shenzhi  and
      Wang, Ning  and
      Zhang, Jinchang  and
      Yang, Yuhang  and
      Wang, Haobo  and
      Zha, Liangyu  and
      Ye, Wentao  and
      Li, Liyao  and
      Peng, Cheng  and
      Chen, Gang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1039/",
    pages = "21952--21987",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fazla-etal-2026-uncertainty,
    title = "Uncertainty Is Not a Safety Net for Clinical {VQA}, but Can It Anticipate Model Failure?",
    author = "Fazla, Arnisa  and
      Testoni, Alberto  and
      Abu-Hanna, Ameen  and
      Plank, Barbara  and
      Calixto, Iacer",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1040/",
    pages = "21988--22007",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-agent,
    title = "Agent Planning Benchmark: A Diagnostic Framework for Planning Capabilities in {LLM} Agents",
    author = "Sun, Haoyu  and
      Wang, Wenxuan  and
      Song, Mingyang  and
      He, Jujie  and
      Zhang, Weinan  and
      Liu, Yang  and
      Yang, Yang  and
      Cheng, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1041/",
    pages = "22008--22070",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{peng-etal-2026-timeclaimbench,
    title = "{T}ime{C}laim{B}ench: A Claim-Level Benchmark for Grounded {LLM} Explanations of Time Series",
    author = "Peng, Sijia  and
      Zhang, Fan  and
      Zhou, Yixi  and
      Li, Changlun  and
      Xiong, Yun  and
      Zhu, Yangyong  and
      Chen, Xi  and
      Yu, Yanwei  and
      Tang, Nan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1042/",
    pages = "22071--22094",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-readable,
    title = "Readable Yet Unpredictable: Rotated-Outcome Prediction in Vision-Language Models",
    author = "Wang, Lexin  and
      Liu, Shenghua  and
      Wang, Yiwei  and
      Guo, Jiafeng  and
      Cheng, Xueqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1043/",
    pages = "22095--22111",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{basar-etal-2026-modal,
    title = "Modal Sense Disambiguation in Language Models: The Role of Context, Training Domain, and Input Frequency",
    author = "Ba{\c{s}}ar, Ezgi  and
      Matusevych, Yevgen  and
      van Dooren, Annemarie  and
      Bisazza, Arianna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1044/",
    pages = "22112--22129",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-trace-fine,
    title = "{TRACE}: A Fine-Grained Benchmark for Temporal Reasoning and Chronological Knowledge Editing over Large Language Models",
    author = "Liu, Xiliang  and
      Xie, Zhiwen  and
      Wong, Derek F.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1045/",
    pages = "22130--22143",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{masoudian-etal-2026-senseshift,
    title = "{SENSESHIFT}: Continuous Sentiment-Controlled Text generation via Encoder-based Mask Infilling",
    author = "Masoudian, Shahed  and
      Frohmann, Markus  and
      Karystinaios, Emmanouil  and
      Rekabsaz, Navid  and
      Schedl, Markus",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1046/",
    pages = "22144--22163",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kalender-etal-2026-finekb,
    title = "{F}ine{KB}: Asymmetric Multi-Centroid Retrieval for Noisy Case-to-{KB} Matching in Enterprise Support",
    author = "Kalender, Murat  and
      Nema, Aashutosh  and
      Gulati, Samaksh  and
      Fitzgerald, Jeannie M  and
      Cetin, Mustafa S.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1047/",
    pages = "22164--22176",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{le-venkatesh-2026-continual,
    title = "Continual Fine-Tuning of Large Language Models via Program Memory",
    author = "Le, Hung  and
      Venkatesh, Svetha",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1048/",
    pages = "22177--22193",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{karpo-chernodub-2026-larger,
    title = "Larger Context Window, Fewer Overcorrections: Optimizing Prompts and Batching for Minimal-Edit Grammatical Error Correction",
    author = "Karpo, Kateryna  and
      Chernodub, Artem",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1049/",
    pages = "22194--22222",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lin-etal-2026-towards,
    title = "Towards Efficient Chain-of-Thought Reasoning via Adaptive-Budgeting based Policy Optimization",
    author = "Lin, Wenhao  and
      Wu, Qiong  and
      Yang, Shuaixiang  and
      Zhou, Yiyi  and
      Li, Hui  and
      Chen, Kehai  and
      Sun, Xiaoshuai  and
      Ji, Rongrong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1050/",
    pages = "22223--22265",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dutta-chowdhury-etal-2026-formatting,
    title = "Formatting and Surface Feature Confounds in {AI} Text Detection: A Clever Hans Effect",
    author = "Dutta Chowdhury, Koel  and
      Espa{\~n}a-Bonet, Cristina  and
      Van Genabith, Josef",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1051/",
    pages = "22266--22277",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-sin,
    title = "{SIN}-Bench: Tracing Native Evidence Chains in Long-Context Multimodal Scientific Interleaved Literature",
    author = "Wang, Junjie  and
      Ren, Yiming  and
      Meng, Yuxin  and
      Shi, Yihang  and
      Lin, Zhiqiang  and
      Song, Yulin  and
      Chu, Ruihang  and
      Xu, Yiran  and
      Li, Ziming  and
      Zhao, Yunfei  and
      Wang, Zihan  and
      Qiao, Yu  and
      Tang, Ruiming  and
      Liu, Minghao  and
      Yang, Yujiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1052/",
    pages = "22278--22302",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-deliberation,
    title = "Deliberation on Demand: Selective Deep Thinking for Language Agents",
    author = "Chen, Junnian  and
      Lian, Jianxun  and
      Cao, Qinlu  and
      Liu, Chunlin  and
      Zhang, Jiwei  and
      Zhou, Mingyang  and
      Liao, Hao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1053/",
    pages = "22303--22331",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{baklanov-etal-2026-countermem,
    title = "{C}ounter{M}em: Counterfactual Evaluation of Non-Parametric Memory Use in Retrieval-Augmented Generation",
    author = "Baklanov, Mikhail  and
      Barkan, Oren  and
      Koenigstein, Noam",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1054/",
    pages = "22332--22348",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{basu-chakraborty-2026-ice,
    title = "{ICE}: Intervention-Consistent Explanation Evaluation with Statistical Grounding for {LLM}s",
    author = "Basu, Abhinaba  and
      Chakraborty, Pavan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1055/",
    pages = "22349--22365",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-shaky,
    title = "A Shaky Voice Is Not Always a Dodge: Benchmarking Textual and Vocal Evasion Detection in Earnings Calls",
    author = "Kim, Mirae  and
      Jeong, Seonghun  and
      Kwak, Youngjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1056/",
    pages = "22366--22377",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-spsr,
    title = "{SPSR}: Achieving Superior Large Language Model Layer Pruning Performance by Super-fast Recovery",
    author = "Yang, Zhiguo  and
      Deng, Changjian  and
      Chen, Qinke  and
      Zhou, Zijing  and
      Cheng, Jian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1057/",
    pages = "22378--22398",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-hypersu,
    title = "{H}yper{SU}: Corpus-Driven Semantic-Unit Hypergraph for Retrieval-Augmented Generation",
    author = "Liu, Jiate  and
      Chen, Liuyi  and
      Yang, Zhengyi  and
      He, Chuan  and
      Ju, Mingchen  and
      Han, Bocheng  and
      Liu, Ruyi  and
      Zhou, Xu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1058/",
    pages = "22399--22424",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kou-etal-2026-conditional,
    title = "Conditional Perturbation Generators for Probing and Mitigating Recovery Risks in Multimodal Large Language Models Unlearning",
    author = "Kou, Yiqun  and
      Hu, Bowen  and
      Wang, Siyuan  and
      Cui, Erfei  and
      Fan, Hongbang  and
      He, Sizhe  and
      Yang, Yujie  and
      Zhou, Yadong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1059/",
    pages = "22425--22440",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kang-etal-2026-higraph,
    title = "{H}i{G}raph: Explicit Discrepancy Reasoning with Hierarchical Graph Propagation for Joint Pronunciation Assessment",
    author = "Kang, Hyunku  and
      Choi, Eunseo  and
      Kim, Ireh  and
      Kim, Chanwoo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1060/",
    pages = "22441--22455",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-liu-2026-prorac,
    title = "{P}ro{RAC}: A Neuro-symbolic Method for Reasoning about Actions with {LLM}-based Progression and Search",
    author = "Wu, Haoyong  and
      Liu, Yongmei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1061/",
    pages = "22456--22474",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-capgeo,
    title = "{C}ap{G}eo-Bench: Decoupling Visual Perception from Reasoning and Evaluating Geometric Understanding",
    author = "Li, Yuying  and
      Qian, Siyi  and
      Liang, Hao  and
      Zheng, Leqi  and
      An, Ruichuan  and
      Sun, Linzhuang  and
      Zhang, Jiajun  and
      Zhang, Wentao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1062/",
    pages = "22475--22494",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tarvirdians-etal-2026-collaborative,
    title = "Why This and Not That? A Collaborative Reflection Approach for Understanding Thought Coverage in Decision Making Support Dialog",
    author = "Tarvirdians, Morita  and
      Hung, Hayley  and
      Oertel, Catharine",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1063/",
    pages = "22495--22510",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lu-etal-2026-using,
    title = "Using Grounded Theory for Agent Behavior Analysis at Scale",
    author = "Lu, Zhuoran  and
      Yu, Yangyang  and
      Li, Zhuoyan  and
      Meng, Yibo  and
      Jiang, Nan  and
      Zang, Chengxi  and
      Gao, Jie  and
      Xiao, Ziang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1064/",
    pages = "22511--22534",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-d2c,
    title = "{D}2{C}-Routing: Dimension-to-Composition Evidence Routing for Mixed-Origin {AI}-Generated Text Detection",
    author = "Chen, Xin  and
      Zhang, Fuwei  and
      Tong, Yiqi  and
      Guo, Wei  and
      Xiao, Yutian  and
      Zhuang, Fuzhen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1065/",
    pages = "22535--22551",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhu-etal-2026-omnida,
    title = "{O}mni{DA}: Grounding Agentic Multimodal Data Analysis with Evidence-Aware Process Rewards",
    author = "Zhu, Xuhang  and
      Li, Liyao  and
      Wang, Ningtao  and
      Chen, Yanyu  and
      Chen, Hao  and
      Ye, Wentao  and
      Wang, Ziquan  and
      Zhai, Haoxing  and
      Cheng, Yu  and
      Chen, Gang  and
      Tang, Xiu  and
      Wang, Haobo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1066/",
    pages = "22552--22565",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mei-etal-2026-learning,
    title = "Learning to Think in Blocks: A Prior-Guided Reinforcement Learning Framework for Deep Research",
    author = "Mei, Wangyi  and
      Xu, Ganlin  and
      Zhang, Zhoujia  and
      Liang, Jiaqing  and
      Lu, Weijia  and
      Huang, Jinhui  and
      Yang, Chen  and
      Zhang, Xiaodong  and
      Yang, Zhifei  and
      Ma, Xiaofeng  and
      Yang, Deqing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1067/",
    pages = "22566--22584",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-lim-2026-dont,
    title = "Don{'}t Lose Entities from Retrieval to Generation: Dual Entity Recovery {RAG} for multi-hop {QA}",
    author = "Lee, Heechang  and
      Lim, Dongyoung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1068/",
    pages = "22585--22602",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-scalable,
    title = "Scalable Supervision for Software Agents via Patch Reasoning",
    author = "Xu, Junjielong  and
      Tan, Boyin  and
      Liu, Xiaoyuan  and
      Peng, Chao  and
      Gao, Pengfei  and
      He, Pinjia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1069/",
    pages = "22603--22623",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-gd2po,
    title = "{GD}$^2${PO}: Group-Dynamic Reward-Decoupled Policy Optimization for Mitigating Multi-Reward {RL} Conflicts",
    author = "Liu, Haotian  and
      Liu, Yihao  and
      Ni, Jingwei  and
      Huang, Siyuan  and
      Liu, Xinpeng  and
      Cheng, Pengyu  and
      Song, Jiajun  and
      Ding, Ruijin  and
      Li, Junfeng  and
      Yu, Zhechao  and
      Zhou, Mengyu  and
      Xu, Hongteng  and
      Jiang, Xiaoxi  and
      Jiang, Guanjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1070/",
    pages = "22624--22644",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{han-etal-2026-dailyreport,
    title = "{D}aily{R}eport: An Open-ended Benchmark for Evaluating Search Agents on Daily Search Tasks",
    author = "Han, Jingxuan  and
      Liu, Wei  and
      Zhu, Mingyang  and
      Wang, Youpeng  and
      Wang, Ziwen  and
      Qiu, Lin  and
      Cao, Xuezhi  and
      Cai, Xunliang  and
      Fu, Zheren  and
      Zhang, Licheng  and
      Mao, Zhendong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1071/",
    pages = "22645--22675",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{koga-etal-2026-jphonabx,
    title = "{JP}hon{ABX}: {J}apanese Phonological Discrimination Dataset for Moraic and Accentual Minimal Pairs",
    author = "Koga, Yurie  and
      Kando, Shunsuke  and
      Miyao, Yusuke",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1072/",
    pages = "22676--22695",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{levine-zeldes-2026-llmbridge,
    title = "{LLMB}ridge: An {LLM} Pipeline for End-to-end Referential Bridging Resolution in {E}nglish",
    author = "Levine, Lauren  and
      Zeldes, Amir",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1073/",
    pages = "22696--22710",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lin-etal-2026-efficient-diffusion,
    title = "Efficient Diffusion Language Models: A Comprehensive Survey",
    author = "Lin, Haokun  and
      Jia, Xinle  and
      Liu, Shaozhen  and
      Xia, Shujun  and
      Huang, Weitao  and
      Xu, Haobo  and
      LI, Junyang  and
      Xiao, Yicheng  and
      Xing, Xingrun  and
      Guo, Ziyu  and
      Zhang, Renrui  and
      Li, Qi  and
      Wu, Yichen  and
      Wang, Renzhen  and
      Qi, Xiaojuan  and
      Meng, Deyu  and
      Shan, Caifeng  and
      Li, Hongsheng  and
      Sun, Zhenan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1074/",
    pages = "22711--22727",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{min-song-2026-dont,
    title = "Don{'}t Scroll Back: Missing-Evidence Memory for Streaming Dialogue Summarization",
    author = "Min, Hyangsuk  and
      Song, Hwanjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1075/",
    pages = "22728--22760",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-dpa,
    title = "{DPA}-{M}o{E}: A Runtime Precision Control Framework for {M}o{E} Inference",
    author = "Kim, Jaeyun  and
      Lee, Hoonki  and
      Shin, Susie  and
      Kim, Hyunmin  and
      Lee, Dahyun  and
      Kim, Sangyeob",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1076/",
    pages = "22761--22778",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{rauniyar-etal-2026-pdos,
    title = "{PDOS}: Widening the Safety Overton Window Through Persona-Driven Generation",
    author = "Rauniyar, Kritesh  and
      Dras, Mark  and
      Naseem, Usman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1077/",
    pages = "22779--22803",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{long-etal-2026-emodistill,
    title = "{E}mo{D}istill: Offline Emotion Skill Distillation for Language Model Agents in Adversarial Negotiation",
    author = "Long, Yunbo  and
      Zhao, Haolang  and
      Beckenbauer, Lukas  and
      Xu, Liming  and
      Brintrup, Alexandra",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1078/",
    pages = "22804--22837",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wijesiri-etal-2026-confident,
    title = "Confident but Wrong: A Constrained Decoding Diagnostic for Low-Resource Automatic Post-Editing",
    author = "Wijesiri, Isuru  and
      de Silva, Nisansa  and
      Warnakulasuriya, Kavindu  and
      Fernando, Aloka  and
      Ranathunga, Surangika",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1079/",
    pages = "22838--22866",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{park-kim-2026-vision,
    title = "Do Vision-Language Models Understand Visual Persuasiveness? A Diagnosis via Visual Persuasive Factors",
    author = "Park, Gyuwon  and
      Kim, Hyounghun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1080/",
    pages = "22867--22905",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-ven,
    title = "{VEN}-{VL}: A Visual Ensemble {M}o{E} Framework for Effective and Efficient Multi-Modal Understanding",
    author = "Wu, Yinghao  and
      Luo, Zhuoyan  and
      Yu, Yiyao  and
      Yu, Zhaojian  and
      Yang, Yujiu  and
      Zhang, Xiao-Ping",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1081/",
    pages = "22906--22920",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-unified,
    title = "A Unified Per-Token Gating Family for On-Policy Distillation: {FKL}/{RKL} Mixing with Multi-Channel and Bias Coefficients",
    author = "Wu, Suwan  and
      Lin, Yumeng  and
      Yuan, Pengcheng  and
      Jiang, Xiaolong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1082/",
    pages = "22921--22933",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hong-etal-2026-knowing,
    title = "Knowing but Not Doing: Discourse-level Constraints Adherence of Large Language Models",
    author = "Hong, Zhonghua  and
      Jiang, Sihang  and
      Wang, Keyi  and
      Meng, Xiaojun  and
      Wei, Jiansheng  and
      Liang, Jiaqing  and
      Xiao, Yanghua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1083/",
    pages = "22934--22949",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-asp,
    title = "{ASP}: Adaptive Semantic Preservation for Context Compression",
    author = "Chen, Shaoshen  and
      Li, Peiyang  and
      Mu, Jiaming  and
      Chen, Guixiong  and
      Li, Fengting  and
      Feng, Chao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1084/",
    pages = "22950--22967",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-scope,
    title = "{SCOPE}-{RL}: Optimizing Reasoning Paths Before and After Success",
    author = "Liu, Xiaojian  and
      Xu, Han  and
      Xia, Jianqiang  and
      Li, Zhixuan  and
      Xu, Ke  and
      Dai, Yiwei  and
      Chen, Xinran  and
      Wu, Changwo  and
      Li, Yuchen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1085/",
    pages = "22968--22989",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{guan-etal-2026-generating,
    title = "Generating Complete Court Judgments with Large Language Models: A Study on {CMML}",
    author = "Guan, Zhongyi  and
      Hou, Zhitian  and
      Zeng, Nanli  and
      Zeng, Kun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1086/",
    pages = "22990--23001",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hong-etal-2026-dive,
    title = "Dive: Accurate and Efficient Video Large Language Models for Lifespan Question via Head-wise Visual {KV} Cache Compression",
    author = "Hong, Sanghwa  and
      Kim, Jongjin  and
      Kang, U",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1087/",
    pages = "23002--23018",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mu-etal-2026-reinforcing,
    title = "Reinforcing Traceable Medical Reasoning with Critical Evidence Graph",
    author = "Mu, Linjie  and
      Gu, Yannian  and
      Huang, Zhongzhen  and
      Zhu, Yakun  and
      Zhang, Shaoting  and
      Zhang, Xiaofan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1088/",
    pages = "23019--23042",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{abouzahir-etal-2026-bridging,
    title = "Bridging the {E}nglish-{A}rabic Medical Knowledge Gap: Targeted Low-Rank Adaptation via Causal Layer Selection",
    author = "Abouzahir, Chaimae  and
      Khan, Musa  and
      Ali-Hassan, Hala  and
      Ma, Congbo  and
      Saleh, Khaled  and
      Sadqi, Yousra  and
      Mallat, Jihad  and
      Al-Eisawi, Walid  and
      Habash, Nizar  and
      Shamout, Farah E.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1089/",
    pages = "23043--23082",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-tux,
    title = "{TUX}: Measuring Human{--}{AI} Tacit Understanding",
    author = "Li, Yueshen  and
      Min, Hanyi  and
      Swain, Vedant Das  and
      Saha, Koustuv",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1090/",
    pages = "23083--23103",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-psr,
    title = "{PSR}: Efficient Knowledge Graph Question Answering via Plan-Guided Schema-Level Reasoning",
    author = "Li, Mingyuan  and
      Li, Yucheng  and
      Bao, Yuheng  and
      Sun, Yawei  and
      Cheng, Gong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1091/",
    pages = "23104--23125",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kang-etal-2026-scene,
    title = "{SCENE}: A Scenario Completion Benchmark for Measuring Social Bias in Large Language Models",
    author = "Kang, Migyeong  and
      Jung, Aecheon  and
      Jang, Eunchae  and
      Kim, Minseok  and
      Sundar, S. Shyam  and
      Hong, Sungeun  and
      Choi, YunSeok  and
      Han, Jinyoung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1092/",
    pages = "23126--23148",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dwivedi-etal-2026-performance,
    title = "Performance of Grapheme-Based Tokenizers on Word-level and Natural Language Understanding tasks for {I}ndic Languages",
    author = "Dwivedi, Shagun  and
      Saquib, Mohammad  and
      Gopalan, Kaushik",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1093/",
    pages = "23149--23161",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-multimodal,
    title = "A {M}ulti{M}odal Autoregressive Transformer Framework for Social Popularity Prediction",
    author = "Wang, Mingzhu  and
      Zhou, Dong  and
      Zhou, Zeliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1094/",
    pages = "23162--23175",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-separation,
    title = "From Separation to Entanglement: Dissecting Feed-Forward Network Functional Organization in Vision{--}Language Models for {A}ncient {C}hinese Documents",
    author = "Liu, Ruilin  and
      Zhu, Dongmei  and
      Wei, Yuting  and
      Song, Jin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1095/",
    pages = "23176--23189",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-teach,
    title = "When and What to Teach: Budget-Aware Online Adaptation for Web Agents",
    author = "Zhang, Jianwei  and
      Cao, Sihan  and
      Zheng, Pengcheng  and
      Wen, Ya  and
      Ke, Pei  and
      Liu, Kuien  and
      Gao, Shen  and
      Dong, Wei  and
      Yang, Yang  and
      Zhang, Chaoning",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1096/",
    pages = "23190--23205",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{rao-etal-2026-mining,
    title = "Mining or Synthesis? Rethinking Exploration Efficiency in Iterative Alignment of Mathematical Reasoning",
    author = "Rao, Jun  and
      Yu, Zixiong  and
      Liu, Xuebo  and
      Chen, Guhan  and
      Li, Jing  and
      Wang, Hejin  and
      Wei, Jiansheng  and
      Meng, Xiaojun  and
      Zhang, Min",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1097/",
    pages = "23206--23229",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ma-etal-2026-scientific,
    title = "Scientific Knowledge-driven Decoding Constraints Improving the Reliability of {LLM}s",
    author = "Ma, Maotian  and
      Zeng, Zheni  and
      Liu, Zhenghao  and
      Yan, Yukun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1098/",
    pages = "23230--23244",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-hspmark,
    title = "{HSPM}ark: Desynchronization-Resilient Multi-Bit {LLM} Watermarking via Semantic Anchoring",
    author = "Wang, Jing  and
      Xiong, Pengyu  and
      Qian, Kejun  and
      Yang, Yi  and
      Fan, Jing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1099/",
    pages = "23245--23259",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-gui-agents,
    title = "{GUI} Agents for Continual Game Generation",
    author = "Huang, Yixu  and
      Li, Bo  and
      Na, Li  and
      Wang, Zhe  and
      Chen, Kaijie  and
      Ge, Haonan  and
      Si, Qingyi  and
      Shen, Yuanzhe  and
      Yang, Ruihan  and
      Wang, Guangjing  and
      Guo, Hongcheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1100/",
    pages = "23260--23278",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-medeq,
    title = "{M}ed{EQ}: A Clinical Emotional Intelligence Benchmark and Rubric-Guided Reinforcement Learning for Patient-Centric Medical {LLM}s",
    author = "Zhang, Yiming  and
      Yang, Xiaoyan  and
      Xu, Yanchao  and
      Deng, Jiayi  and
      Ma, Yingfan  and
      Gao, Lirong  and
      Gu, Yanmei  and
      Zhengkaiya  and
      Song, Bowen  and
      Gu, Jinjie  and
      Zhao, Junbo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1101/",
    pages = "23279--23300",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{betser-etal-2026-agentrim,
    title = "{A}gen{TRIM}: Tool Risk Mitigation for Agentic {AI}",
    author = "Betser, Roy  and
      Giloni, Amit  and
      Bose, Shamik  and
      Padakandla, Sindhu  and
      Picardi, Chiara  and
      Erez, Lidor  and
      Vainshtein, Roman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1102/",
    pages = "23301--23325",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{narendra-chatterjee-2026-prompt,
    title = "Why Prompt-Injection Detectors Fail on {XPIA}: A Latent-Space Explanation",
    author = "Narendra, Yash  and
      Chatterjee, Niladri",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1103/",
    pages = "23326--23344",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-diag,
    title = "{DIAG}: Diagnostic Iterative Alignment and Generation for Data-Efficient Mathematical Preference Distillation",
    author = "Chen, Guhan  and
      Tian, Songtao  and
      Li, Bohan  and
      Wang, Hejin  and
      Xie, Ye-Xin  and
      Yu, Zixiong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1104/",
    pages = "23345--23364",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ferrazzi-etal-2026-multilingual,
    title = "Multilingual Medical Reasoning for Question Answering with Large Language Models",
    author = "Ferrazzi, Pietro  and
      Soroa, Aitor  and
      Agerri, Rodrigo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1105/",
    pages = "23365--23387",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-veritrace,
    title = "{V}eri{T}race: Evolving Mental Models for Deep Research Agents",
    author = "Zhao, Haolang  and
      Long, Yunbo  and
      Beckenbauer, Lukas  and
      Brintrup, Alexandra",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1106/",
    pages = "23388--23426",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cui-etal-2026-llm,
    title = "{LLM} Knows, Speaks Not: Extracting Decoder-State Representations for Column Type Annotation",
    author = "Cui, Lingxi  and
      Zhang, Jianfeng  and
      Li, Huan  and
      Chen, Ke  and
      Shou, Lidan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1107/",
    pages = "23427--23441",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-compassjudger,
    title = "{C}ompass{J}udger-2: A Holistic Approach Towards Generalist Judge Model",
    author = "Zhang, Taolin  and
      Ma, Zihan  and
      Maosongcao  and
      Liu, Shudong  and
      Liu, Junnan  and
      Zhang, Songyang  and
      Chen, Kai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1108/",
    pages = "23442--23461",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-bioelx,
    title = "{B}io{ELX}: Context-Aware Cross-lingual Biomedical Entity Linking without Task-Specific Supervision",
    author = "Wang, Yi  and
      Dima, Corina  and
      Zhong, Liangyu  and
      Staab, Steffen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1109/",
    pages = "23462--23488",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{niu-etal-2026-med,
    title = "{M}ed-Chain: An Adaptive Clinical-Chain Retrieval Framework for Evidence-Grounded Medical Question Answering",
    author = "Niu, Fucheng  and
      Jiang, Songtao  and
      Wu, Qinxin  and
      Shan, Sylvia Chung Yan  and
      Hu, Tianxiang  and
      Wu, Jian  and
      Liu, Zuozhu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1110/",
    pages = "23489--23508",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-hw,
    title = "{HW}-{GNN}: Homophily-Aware {G}aussian-Window Constrained Graph Spectral Network for Social Network Bot Detection",
    author = "Liu, Zida  and
      Xiaoyuan, Bao  and
      Zhang, Ji  and
      Li, Zhao  and
      Gao, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1111/",
    pages = "23509--23525",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{campese-etal-2026-proprietary,
    title = "From Proprietary to Public: Dataset Declassification for Question Answering",
    author = "Campese, Stefano  and
      Moschitti, Alessandro  and
      Lauriola, Ivano",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1112/",
    pages = "23526--23541",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yao-etal-2026-timesage,
    title = "{T}ime{S}age-{EV}: A Live Benchmark for Agentic Time Series Analysis in Evolving Environments",
    author = "Yao, Qingren  and
      Kong, Yaxuan  and
      Nie, Yuqi  and
      Li, Yichen  and
      Zohren, Stefan  and
      Vettoruzzo, Anna  and
      Wen, Qingsong  and
      Jin, Ming  and
      Vanschoren, Joaquin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1113/",
    pages = "23542--23567",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-robust-code,
    title = "Robust Code {RL} via Faulty-Code-Driven Test case Synthesis and Dense Reward Shaping",
    author = "Zhang, Yiwen  and
      Yan, Xiaodong  and
      Huang, Zhenyu  and
      Zhao, Deng  and
      Jiang, Liang  and
      Cui, Qing  and
      Wen, Zujie  and
      Zhang, Zhiqiang  and
      Zhou, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1114/",
    pages = "23568--23588",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mohamed-gubri-2026-multilingual,
    title = "Is Multilingual {LLM} Watermarking Truly Multilingual? Scaling Robustness to 100+ Languages via Back-Translation",
    author = "Mohamed, Asim  and
      Gubri, Martin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1115/",
    pages = "23589--23616",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{levi-etal-2026-rift,
    title = "{RIFT}-Bench: Dynamic Red-teaming For Agentic {AI} Systems",
    author = "Levi, Yarin Yerushalmi  and
      Betser, Roy  and
      Giloni, Amit  and
      Erez, Lidor  and
      Gershon, Itay  and
      Rachmil, Oren  and
      Padakandla, Sindhu  and
      Vainshtein, Roman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1116/",
    pages = "23617--23665",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{heo-etal-2026-l,
    title = "$\lambda$-Diffusion Language Models: Controllable Generalization of Continuous and Discrete Diffusion Dynamics",
    author = "Heo, DongNyeong  and
      Song, Hyunmin  and
      Kim, Taehwan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1117/",
    pages = "23666--23683",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-adamempip,
    title = "{A}da{M}em{PIP}: Adaptive Memory Pipeline Orchestration for {LLM} Agents",
    author = "Huang, Huicheng  and
      Zhang, Xiaohui  and
      Cui, Yuanning  and
      Sun, Zequn  and
      Hu, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1118/",
    pages = "23684--23693",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-plan,
    title = "Plan, Verify and Fill: A Structured Parallel Decoding Approach for Diffusion Language Models",
    author = "Li, Miao  and
      Jiang, Hanyang  and
      Cheng, Sikai  and
      Fu, Hengyu  and
      Cai, Yuhang  and
      Huang, Baihe  and
      Chen, Zhongzhu  and
      Ye, Tinghan  and
      Chen, Xuanzhou  and
      Van Hentenryck, Pascal",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1119/",
    pages = "23694--23717",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-improving,
    title = "Improving Speech Generation via Multi-Neighbor Token Prediction for Neural Codec Language Models",
    author = "Liu, Wenrui  and
      Chen, Qian  and
      Wang, Wen  and
      Wang, Yuxuan  and
      Wu, Haoxiang  and
      Yang, Guanrou  and
      Zheng, Rui-Chen  and
      Li, Weiqin  and
      Tao, Guo  and
      Li, Xiangang  and
      Liu, Zemin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1120/",
    pages = "23718--23731",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{khattab-etal-2026-modular,
    title = "Modular Expert Merging for Biomedical Retrieval",
    author = "Khattab, Sameh  and
      Corbeil, Jean-Philippe  and
      {\c{C}}inar-Kora{\c{s}}, Osman Alperen  and
      Dada, Amin  and
      Friedrich, Julian  and
      He, Jiawei  and
      Teodoro, Douglas  and
      Kleesiek, Jens",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1121/",
    pages = "23732--23752",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-perturbprune,
    title = "{P}erturb{P}rune: Guiding Sparsity Allocation by Probing Layer Stability Along Principal Directions",
    author = "Wu, Ningxin  and
      Hou, Zhengxu  and
      Zhao, Ziran  and
      Jing, Tao  and
      Liu, Pengyuan  and
      Kang, Chen  and
      Zhang, Yangshijie  and
      Xing, Luxi  and
      Yang, Bin-Bin  and
      Xiao, Feng  and
      Liu, Lu  and
      Yu, Dong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1122/",
    pages = "23753--23780",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qi-etal-2026-compile,
    title = "Compile, Don{'}t Memorize: A Context Compilation Architecture ({CCA}) for In-Context Learning",
    author = "Qi, Jinhu  and
      Hu, Minda  and
      Zhang, Wentao  and
      Jin, Weiqiang  and
      Chen, Yanyu  and
      Wang, Junli  and
      King, Irwin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1123/",
    pages = "23781--23803",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{le-le-2026-adversarial,
    title = "Adversarial Robustness of Activation Steering in Large Language Models",
    author = "Le, Kien  and
      Le, Thai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1124/",
    pages = "23804--23825",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-aeroverifier,
    title = "{A}ero{V}erifier: A Typed Spatial Verifier for Frozen Vision-Language Models in Aerial Visual Question Answering",
    author = "Chen, Jinfeng  and
      Yang, Mengfan  and
      Zhu, Jianyu  and
      Zhou, Zhicheng  and
      Liang, Jing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1125/",
    pages = "23826--23839",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{laiyk-etal-2026-exploring,
    title = "Exploring Language-Agnosticity in Function Vectors: A Case Study in Machine Translation",
    author = "Laiyk, Nurkhan  and
      G{\'a}llego, Gerard I.  and
      Ferrando, Javier  and
      Koto, Fajri",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1126/",
    pages = "23840--23851",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cheng-etal-2026-switch,
    title = "{SWITCH}: Benchmarking Modeling and Handling of Tangible Interfaces in Long-horizon Embodied Scenarios",
    author = {Cheng, Juntao  and
      Zhang, Wanyue  and
      Yu, Zhiwei  and
      Ren, Shuo  and
      He, Zheqi  and
      Xie, Shaoxuan  and
      Yao, Guocai  and
      Lin, Jieru  and
      Karlsson, B{\"o}rje F.  and
      Zhang, Jiajun},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1127/",
    pages = "23852--23875",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dai-etal-2026-every,
    title = "Every Step Counts: Step-Level Credit Assignment for Tool-Integrated Text-to-{SQL}",
    author = "Dai, Yaxun  and
      Sun, Baolin  and
      Wang, Junying  and
      Wang, Pengfei  and
      Gao, Yingqi  and
      Dong, Xuemei  and
      Chu, Mengdie  and
      Qi, Xiang  and
      Chao, Pingfu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1128/",
    pages = "23876--23894",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-stanceagent,
    title = "{S}tance{A}gent-{R}1: Agentic Reinforcement Learning for Zero-Shot Conversational Stance Detection",
    author = "Li, Xing  and
      Ning, Jinzhong  and
      Zhang, Yijia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1129/",
    pages = "23895--23919",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{long-etal-2026-reflection,
    title = "Reflection Is Not Monolithic: Experience-Driven Control of Recheck in {LLM} Reasoning",
    author = "Long, Quanyu  and
      Jie, Jiang Kai  and
      Chen, Jianda  and
      Hu, Qisheng  and
      Guo, Xu  and
      Gan, Leilei  and
      Wang, Wenya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1130/",
    pages = "23920--23940",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{murhekar-mishra-2026-synapse,
    title = "{SYNAPSE}: Neuro-Symbolic Visual Thought-to-Text Decoding via Topological Semantic Denoising",
    author = "Murhekar, Akshaj  and
      Mishra, Abhijit",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1131/",
    pages = "23941--23957",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-rectoolbench,
    title = "{R}ec{T}ool{B}ench: Benchmarking Recommendation-Specific Tool Orchestration under Fuzzy User Intent",
    author = "Chen, Xiao  and
      Zhao, Yicheng  and
      Wu, Yingying  and
      Chu, Zhendong  and
      Ma, Changyi  and
      Wen, Qingsong  and
      Song, Xuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1132/",
    pages = "23958--23983",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-large-language,
    title = "Are Large Language Models Suitable for Graph Computation? Progress and Prospects",
    author = "Zhang, Yuting  and
      Han, Yi  and
      Wang, Kai  and
      Ni, Wei  and
      Bonifati, Angela  and
      Zhang, Wenjie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1133/",
    pages = "23984--24001",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-evalmem,
    title = "{E}val{M}em: An Operation-Level Diagnostic Framework for Long-Term Memory Systems",
    author = "Liu, Zeyu  and
      Zhong, Jian  and
      Han, Rongduo  and
      Wu, Ziyang  and
      Tang, Shunye  and
      He, Chenghao  and
      Yang, Yaxuan  and
      Qiu, Yihang  and
      Wang, Ailing  and
      Liang, Xiao  and
      Xie, Guohuan  and
      Xue, Xiaokang  and
      Li, Gongchen  and
      Zhang, Haining  and
      Wang, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1134/",
    pages = "24002--24034",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-probe,
    title = "Probe to Act: Elevating Browser-Use Agent via Active Visual Probing",
    author = "Li, Keliang  and
      Wang, Heng  and
      Hu, Chen  and
      Jiang, Daxin  and
      Chang, Hong  and
      Shan, Shiguang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1135/",
    pages = "24035--24058",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bai-etal-2026-egoactor,
    title = "{E}go{A}ctor: Grounding Task Planning into Spatial-aware Egocentric Actions for Humanoid Robots via Visual-Language Models",
    author = {Bai, Yu  and
      Yu, MingMing  and
      Li, Chaojie  and
      Bai, Ziyi  and
      Wang, Xinlong  and
      Karlsson, B{\"o}rje F.},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1136/",
    pages = "24059--24083",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-difficulty,
    title = "Difficulty-Adaptive Tree-Structured Policy Optimization for Expanding Reasoning Coverage in {RLVR}",
    author = "Yu, Youngjun  and
      Jang, Sanghwan  and
      Yu, Hwanjo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1137/",
    pages = "24084--24110",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-pace,
    title = "{PACE}: A Unified Condense-and-Extract Paradigm for Fast {VLM} Inference",
    author = "Liu, Junjie  and
      Ye, Shengyuan  and
      Chen, Xu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1138/",
    pages = "24111--24132",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ko-etal-2026-identity,
    title = "Where Identity Lives: Localized, Retain-Free Identity Unlearning in Multimodal Large Language Models",
    author = "Ko, Kangwook  and
      Jang, Jaehyuk  and
      Lee, Wonjun  and
      Kim, Hee-Seon  and
      Kim, Changick",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1139/",
    pages = "24133--24149",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-beyond-trajectory,
    title = "Beyond Trajectory Rewards: Step-level Credit Assignment for Agentic Search via Graph Modeling",
    author = "Liu, Yuchen  and
      Yingjie, Feng  and
      Qin, Lixiong  and
      Chen, Jiasi  and
      Yu, Jianing  and
      Gao, Sheng  and
      Yang, Sheng  and
      Xu, Weiran",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1140/",
    pages = "24150--24165",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lin-etal-2026-imitate,
    title = "When Not to Imitate: Boundary-Aware Skill Memory for Reliable Tool-Use {LLM} Agents",
    author = "Lin, Zihan  and
      Chen, Zhenyu  and
      Wei, Jiawen  and
      Wang, Xiaohan  and
      Cao, Jie  and
      Chai, Jiajun  and
      Lin, Wei  and
      Yin, Guojun  and
      He, Ran",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1141/",
    pages = "24166--24182",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-remembering,
    title = "Remembering Facts, Updating Minds: Personal-Factual Adaptive Memory for Multi-Turn Emotional Support",
    author = "Wang, Hao  and
      Zhang, Qiuyun  and
      LI, Peilin  and
      Ma, Ke",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1142/",
    pages = "24183--24205",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shu-etal-2026-evaluate,
    title = "Evaluate-as-Action: Self-Evaluated Process Rewards for Retrieval-Augmented Agents",
    author = "Shu, Jiangming  and
      Zhang, Yuxiang  and
      Ma, Ye  and
      Lin, Xueyuan  and
      Sang, Jitao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1143/",
    pages = "24206--24220",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-sfad,
    title = "{SFAD}: Speculative Factuality-Aware Decoding",
    author = "Chen, Guanqiao  and
      Wang, Di  and
      Hu, Lijie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1144/",
    pages = "24221--24239",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{luo-etal-2026-jaggedbench,
    title = "{J}agged{B}ench: Measuring Reasoning Invariance via Automated Weakness Exploration",
    author = "Luo, Donghao  and
      Zhang, Chenchen  and
      Li, Siheng  and
      Xu, Zenan  and
      Yi, Qi  and
      Boyuqiu  and
      Wang, Weikang  and
      Huang, Guanhua  and
      Yang, Tao  and
      Zhou, Bo  and
      Chan, Alex",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1145/",
    pages = "24240--24279",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fernandez-pichel-losada-2026-bdi,
    title = "{BDI}-batch: Leveraging Standardized Clinical Questionnaires for Contrastive Learning in Psychological Marker Retrieval",
    author = "Fern{\'a}ndez-Pichel, Marcos  and
      Losada, David E.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1146/",
    pages = "24280--24293",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{luan-etal-2026-semfed,
    title = "{S}em{F}ed: Semantic Federated Reinforcement Learning for Heterogeneous {LLM} Agents",
    author = "Luan, Yuxuan  and
      Zhao, Zilin  and
      Zhang, Yihan  and
      Wang, Wei  and
      Sun, Chenyu  and
      Li, Lixiang  and
      Peng, Haipeng  and
      Zhang, Chaoning  and
      Xie, Lianku",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1147/",
    pages = "24294--24308",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jin-etal-2026-stage,
    title = "{STAGE}: Diagnosing Semantic Transfer at Grounded Execution in Embodied Agents",
    author = "Jin, Baosheng  and
      Liang, Yushen  and
      Shen, Hua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1148/",
    pages = "24309--24331",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tang-etal-2026-asking,
    title = "Asking the Right Questions: Ontology-Grounded Interpretable Embeddings for Biomedical Text",
    author = "Tang, Yixuan  and
      Lin, Zhenghong  and
      Sun, Yandong  and
      Hsu, Wynne  and
      Lee, Mong-Li  and
      Tung, Anthony Kum Hoe",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1149/",
    pages = "24332--24344",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-diagnosing-decision,
    title = "Diagnosing Decision-Boundary Induction in Few-Shot In-Context Learning",
    author = "Li, Mingyang  and
      Yue, Xinlang  and
      Li, Muyang  and
      Liu, Yongqi  and
      Zhan, Kaiqiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1150/",
    pages = "24345--24358",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-insight,
    title = "{I}n{S}ight-doc: Agentic Visual Perception for Long-Document Understanding",
    author = "Li, Kaican  and
      Xie, Weiyan  and
      Yao, Lewei  and
      Wu, Jiannan  and
      Hong, Lanqing  and
      Huang, Yongxiang  and
      Zhang, Nevin L.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1151/",
    pages = "24359--24389",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dong-etal-2026-tracing,
    title = "Tracing Query Expansion Effects through Sparse Autoencoder Features",
    author = "Dong, Fangan  and
      Shi, Weiran  and
      Xu, Zhiwei  and
      Ge, Xuri  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1152/",
    pages = "24390--24406",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{szaboova-etal-2026-controlled,
    title = "A Controlled Study of Auxiliary Supervision for Low-Resource Emotion Classification",
    author = "Szab{\'o}ov{\'a}, Martina  and
      Zeman{\v{c}}{\'i}k, Daniel  and
      Magyar, J{\'a}n",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1153/",
    pages = "24407--24420",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-deepdiver,
    title = "{D}eep{D}iver-{DR}: Empowering {LLM}s for Deep Research via Specialized Multi-Agent Collaboration",
    author = "Liu, Zengyan  and
      Wu, Han  and
      Xu, Haonan  and
      Shi, Wenxuan  and
      Wang, Jingyi  and
      Tan, Haochen  and
      Gao, Jiahui  and
      Bai, Haoli  and
      Li, Xiaoguang  and
      Song, Linqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1154/",
    pages = "24421--24435",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dong-etal-2026-large,
    title = "On Large Language Models for Effective Red Teaming",
    author = "Dong, Ming  and
      Ren, Hongjing  and
      Zheng, Bolong  and
      Wang, Chengji  and
      Cai, Jingwen  and
      Chen, Guanyi  and
      He, Tingting",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1155/",
    pages = "24436--24453",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-beyond-visual,
    title = "Beyond Visual Neglect: Context-Preference Activation Steering for Mitigating {MLLM} Hallucinations",
    author = "Wu, Jingwen  and
      Zhang, Xijun  and
      Song, Ge",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1156/",
    pages = "24454--24470",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{driouich-etal-2026-evaluating,
    title = "Evaluating Demographics Effect in Policy-Governed Tool-Using Agents Across Real-World Service Domains",
    author = "Driouich, Ilias  and
      Cao, Hongliu  and
      Thomas, Eoin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1157/",
    pages = "24471--24492",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fu-etal-2026-vismind,
    title = "{V}is{M}ind: Stateful Synthetic Dialogue for Visual Mid-Training",
    author = "Fu, Xinlong  and
      Zhou, Zihao  and
      Wang, Qiufeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1158/",
    pages = "24493--24510",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{abo-mokh-etal-2026-edrac,
    title = "{EDRAC}: Benchmarking {A}rabic Dialect Reading Comprehension",
    author = "Abo Mokh, Noor  and
      Chirkunov, Kirill  and
      Lynn, Teresa  and
      Habash, Nizar  and
      Marzouk, Reham  and
      Altakrori, Malik H.  and
      Samih, Younes  and
      AbuOdeh, Muhammed  and
      Rabih, Nour  and
      Ashahrani, Rahaf  and
      Alshehhi, Hamad  and
      Al-Ali, Hamdan  and
      AlMahri, Muhra  and
      Hassan, Besher  and
      Anwar, Mohamed  and
      Freihat, Abed Alhakim  and
      Nakov, Preslav  and
      Aji, Alham Fikri",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1159/",
    pages = "24511--24552",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-rolearena,
    title = "{R}ole{A}rena: Autonomous Plot Progression for Long-Horizon Multi-Agent Role-Playing",
    author = "Zhao, Qi  and
      Li, Jian  and
      Jin, Yizhang  and
      Liu, Dongqi  and
      Ding, Hang  and
      Song, Qi  and
      Li, Xiang-Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1160/",
    pages = "24553--24576",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-darts,
    title = "{DARTS}: Diversity-Aware Reasoning Tree Search for Test-Time Scaling",
    author = "Liu, Kaifeng  and
      Wang, Shijie  and
      Liu, Yuanxing  and
      Liu, Yang  and
      Wang, Xinyi  and
      Hou, Haozheng  and
      Qi, Biqing  and
      Zhang, Weinan  and
      Liu, Ting",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1161/",
    pages = "24577--24600",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cao-etal-2026-procedural,
    title = "Procedural Blind Spots in Agent Evaluation: A Survey, Coverage Analysis, and New Missions for {NLP}",
    author = "Cao, Hongliu  and
      Driouich, Ilias  and
      Thomas, Eoin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1162/",
    pages = "24601--24633",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{elkholy-etal-2026-arabic-sentence,
    title = "{A}rabic Sentence Segmentation Across Genres and Punctuation Conditions",
    author = "Elkholy, Mohammed  and
      Elmadani, Khalid N.  and
      Habash, Nizar  and
      Alhafni, Bashar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1163/",
    pages = "24634--24652",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-autobackdoor,
    title = "{A}uto{B}ackdoor: Automating Backdoor Attacks via {LLM} Agents",
    author = "Li, Yige  and
      Li, Zhe  and
      Zhao, Wei  and
      Min, Nay Myat  and
      Huang, Hanxun  and
      Ma, Xingjun  and
      Sun, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1164/",
    pages = "24653--24672",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{feng-etal-2026-prompted,
    title = "Prompted Values and Deployed Policies: A Truth{--}Propriety Diagnostic in Language Models",
    author = "Feng, Ziyuan  and
      Liu, Ajian  and
      Ma, Hui  and
      Liang, Yanyan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1165/",
    pages = "24673--24686",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zheng-etal-2026-reward,
    title = "When Reward-Free Signals Are Not Directions: A Gradient-Level Diagnostic for Test-Time Reasoning Optimization",
    author = "Zheng, Shijie  and
      Dai, Yinxing  and
      Pu, Zhiqiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1166/",
    pages = "24687--24703",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zheng-etal-2026-scope3trace,
    title = "{S}cope3{T}race: Evidence-Based Identification and Extraction of Scope 3 {GHG} Emissions from Sustainability Reports",
    author = "Zheng, Siyuan  and
      Duan, Yifan  and
      Xue, Chao  and
      Salim, Flora D.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1167/",
    pages = "24704--24731",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-stretch,
    title = "{STRETCH} the Boundaries: A Unified Self-Taught Framework for Progressive {LLM} Evolution",
    author = "Yu, Yajie  and
      Lee, Mark  and
      Feng, Yue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1168/",
    pages = "24732--24747",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-unified,
    title = "A Unified Framework for Low-Resource Sawndip{--}{C}hinese Bidirectional Translation and Bilingual Dialogue Modeling",
    author = "Wang, Zhengyuan  and
      Wu, Yixin  and
      Xu, Jingwen  and
      Huang, Zisu  and
      Lv, Changze  and
      Wang, Xiaohua  and
      Lu, Yiyang  and
      Tian, Muzhao  and
      Pan, Xiaosheng  and
      Zhang, Menghan  and
      Huang, Xuanjing  and
      Zheng, Xiaoqing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1169/",
    pages = "24748--24761",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dong-etal-2026-benchcompass,
    title = "{B}ench{C}ompass: From Scores to Signals for Training and Harness Decisions in Payment-Domain {LLM}s",
    author = "Dong, Sijie  and
      Ren, Wei  and
      Hu, Xuanwei  and
      Luo, Jiawei  and
      Wang, Zifan  and
      Feng, Xiaoyun  and
      Cai, Hui  and
      Xue, Lyuxin  and
      Lu, Peng  and
      Wu, Wei  and
      Zhang, Xin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1170/",
    pages = "24762--24781",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xiong-etal-2026-f2dr,
    title = "$F^2${DR}: A Fine-Grained Full-Pipeline Reward Framework for {D}eep{S}earch Workflows",
    author = "Xiong, Bojian  and
      Ding, Wentao  and
      Lu, Yujing  and
      Zhang, Shaowei  and
      Shi, Ling  and
      Liao, Jing  and
      Wang, Yan  and
      Zhang, Yueyang  and
      Xia, Long  and
      Sun, Zhiyuan  and
      Shi, Daiting  and
      HE, Jingzhou  and
      Ren, Yuqi  and
      Xiong, Deyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1171/",
    pages = "24782--24800",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-teacher,
    title = "Teacher-Guided Policy Optimization for On-Policy Reasoning Distillation under Large Policy Divergence",
    author = "Liu, Xinyu  and
      Jiao, Kechen  and
      Xiao, Chunyang  and
      Zhao, Runsong  and
      Ruan, Junhao  and
      Li, Bei  and
      Liu, Jiahao  and
      Wang, Qifan  and
      Chen, Xin  and
      Wang, Jingang  and
      Wang, Chenglong  and
      Xiao, Tong  and
      Zhu, JingBo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1172/",
    pages = "24801--24816",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kletz-etal-2026-script,
    title = "Script Choice in {LLM}s: Evidence for Late-Layer Commitment",
    author = "Kletz, David  and
      Mitrovic, Sandra  and
      Sabato, Itay  and
      Dolamic, Ljiljana  and
      Rinaldi, Fabio",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1173/",
    pages = "24817--24825",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chiu-etal-2026-ipa,
    title = "{IPA}-Verified Singable Lyrics Translation with {LLM} Agents",
    author = "Chiu, Guan-Ming  and
      Chiao-Chih, Cheng  and
      Lee, Kuan-Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1174/",
    pages = "24826--24841",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ocampo-etal-2026-argument,
    title = "Argument Quality Assessment with Large Language Models: A Pairwise Bradley-Terry Approach",
    author = "Ocampo, Nicol{\'a}s Benjam{\'i}n  and
      Nyiranziza, Agnes Paullate  and
      Ceolin, Davide",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1175/",
    pages = "24842--24857",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lei-etal-2026-diagnosing,
    title = "Diagnosing and Selecting Synthetic Motion Tasks for Video {RLVR}",
    author = "Lei, Yishu  and
      Liu, Aofan  and
      Zhu, Danxiang  and
      Ye, Canming  and
      Zhang, Dan  and
      Deng, Songhe  and
      Luo, Xianlong  and
      Feng, Shikun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1176/",
    pages = "24858--24871",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-beyond-alignment,
    title = "Beyond Alignment: Value Diversity as a Collective Property in Multicultural Agent Systems",
    author = "Xu, Shaoyang  and
      Zhang, Jingshen  and
      Hoang, Long P.  and
      Li, Jinyuan  and
      Zhang, Wenxuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1177/",
    pages = "24872--24888",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{oh-etal-2026-syn,
    title = "Syn-Omni: Structured Specialization and Progressive Collaboration for Omnimodal Embeddings",
    author = "Oh, Youngtaek  and
      Wu, Qiyu  and
      Wakaki, Hiromi  and
      Kim, Junmo  and
      Mitsufuji, Yuki",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1178/",
    pages = "24889--24915",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jiang-etal-2026-reframe,
    title = "{R}e{F}rame: Evidence-Guided Test-Time Safety Alignment in Multimodal Large Language Models",
    author = "Jiang, Wenzheng  and
      Rong, Xuankun  and
      Zhai, Yuanzhao  and
      Dawei, Feng  and
      Wang, Huaimin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1179/",
    pages = "24916--24936",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jaffal-etal-2026-smah,
    title = "{SMAH}-{CTI}: A Unified Sentence-Level Benchmark for Multi-Task Cyber Threat Intelligence Extraction",
    author = "Jaffal, Niveen Omar  and
      Jarrar, Radi  and
      Alkhanafseh, Mohammed  and
      Mohaisen, David",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1180/",
    pages = "24937--24955",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{khan-akter-2026-evaluating,
    title = "Evaluating Large Language Models on {U}rdu Idioms",
    author = "Khan, Muhammad Farmal  and
      Akter, Mousumi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1181/",
    pages = "24956--24969",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ke-etal-2026-llm,
    title = "Can {LLM} Annotators Match Human Consistency? Benchmarking Human Agreement and Optimizing Multi-Agent with Contrastive Knowledge",
    author = "Ke, Xiaopeng  and
      Wang, Zhixin  and
      Liu, Xuebo  and
      Ma, Xinyu  and
      Zheng, Xing  and
      Song, Bowen  and
      Wang, Weiqiang  and
      Zhang, Min",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1182/",
    pages = "24970--25003",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-gram,
    title = "{GRAM}: Empowering Agent with Actively Managed Graph-Structured Memory via Reinforcement Learning",
    author = "Chen, Xiangqi  and
      Yi, Zihao  and
      Luo, Haohao  and
      Shen, Ying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1183/",
    pages = "25004--25026",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{le-etal-2026-audit,
    title = "When Audit Quality Fails to Predict Downstream Utility: Synthetic-Data Selection for Low-Resource Classification",
    author = "Le, Xuan-Bach  and
      Tran-Truong, Phat T.  and
      Xuan, Son Ha",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1184/",
    pages = "25027--25045",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-attention,
    title = "Attention-Aligned Reasoning for Large Language Models",
    author = "Zhang, Hongxiang  and
      Tian, Yuan  and
      Zhang, Tianyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1185/",
    pages = "25046--25064",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jradi-etal-2026-attribute,
    title = "Attribute-Based Diagnosis of {LLM} Alignment with Hate Speech Annotations",
    author = "Jradi, Mohamed Amine  and
      Ghorbanpour, Faeze  and
      Fraser, Alexander",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1186/",
    pages = "25065--25075",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-decoding,
    title = "Decoding Self-Knowledge from Latent Reasoning Models for Selective Prediction and Adaptive Routing",
    author = "Li, Zhiqi  and
      Zhang, Yichi  and
      He, Cunjie  and
      Hua, Ziheng  and
      Wang, Maolin  and
      Xu, Zenglin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1187/",
    pages = "25076--25088",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kang-etal-2026-beyond-paraphrases,
    title = "Beyond Paraphrases: Generalization Across Task Formats in Parametric Knowledge Editing",
    author = "Kang, Cheongwoong  and
      Baek, Jongeun  and
      Kim, Yeonjea  and
      Choi, Jaesik",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1188/",
    pages = "25089--25110",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-ranksteer,
    title = "{R}ank{S}teer: Can Pointwise {LLM} Rankers Be Calibrated at the Representation Level?",
    author = "Wang, Yumeng  and
      Chen, Catherine  and
      Verberne, Suzan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1189/",
    pages = "25111--25127",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{deng-etal-2026-prism,
    title = "{PRISM}: Calibrated Prior-Risk Integration for Safe and Useful Test-Time Alignment",
    author = "Deng, Yiqi  and
      Liu, Ruixi  and
      Hu, Jiahao  and
      Xu, Guoai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1190/",
    pages = "25128--25144",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shi-etal-2026-sage,
    title = "{SAGE}: An Extensible Benchmark for Service Agent Graph-guided Evaluation",
    author = "Shi, Ling  and
      Dai, Yuqin  and
      Wang, Ziyin  and
      Zhang, Wei  and
      Gao, Ning  and
      Wang, Chaozheng  and
      Wu, Xinwei  and
      Wang, Yujie  and
      He, Wei  and
      Wang, Jinpeng  and
      Xu, Linlong  and
      Xiong, Deyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1191/",
    pages = "25145--25164",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fan-etal-2026-context,
    title = "Context-anchored Asymmetric Conformal Prediction for Uncertainty-aware Reasoning over Knowledge Graphs",
    author = "Fan, Boyang  and
      Qiao, Ziyue  and
      Ju, Wei  and
      Luo, Xiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1192/",
    pages = "25165--25185",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-adaptiveguard,
    title = "{A}daptive{G}uard: Treating Constraints as Falsifiable Hypotheses for {LLM} Agents in Dynamic Interactive Environments",
    author = "Liu, Pengxiang  and
      Ren, Tao  and
      Xiong, Wei  and
      Li, Lijie  and
      Wang, Junjie  and
      Hu, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1193/",
    pages = "25186--25205",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hu-etal-2026-preserving,
    title = "Preserving Memory Function in Hybrid Language Models: A Survey of State, Evidence, Access, and Granularity",
    author = "Hu, Zhuangfei  and
      Xu, Runqing  and
      Li, Yuchen  and
      Zhang, Yongqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1194/",
    pages = "25206--25231",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dhole-etal-2026-execrubrics,
    title = "{E}xec{R}ubrics: Executable Tool-Augmented Rubrics for Verifiable, Efficient and Explainable Evaluation",
    author = "Dhole, Kaustubh  and
      Clarke, Charles L. A.  and
      Agichtein, Eugene",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1195/",
    pages = "25232--25256",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-endogenous,
    title = "Endogenous Observations in Agent Self-Evolution: A Survey",
    author = "Zhang, Zhixin  and
      Jiang, Xinke  and
      Gao, Jiaran  and
      Yang, Zhibang  and
      Huang, Yuheng  and
      Zhao, Junfeng  and
      Chu, Xu  and
      Wang, Yasha",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1196/",
    pages = "25257--25276",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ma-etal-2026-rethinking,
    title = "Rethinking Fairness in {LLM}-Based Recommender Systems: A Survey",
    author = "Ma, Song-Duo  and
      Chen, Chu Yun  and
      Li, Bang-An  and
      Chen, Pin-Yu  and
      Hsu, Shau-Yung  and
      Chen, Yun-Nung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1197/",
    pages = "25277--25296",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-enhancing-pun,
    title = "Enhancing Pun Meme Understanding with Visual Semantic Cues",
    author = "Li, Meng  and
      Wang, Zhongqing  and
      Zhou, Guodong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1198/",
    pages = "25297--25308",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-subtlememory,
    title = "{S}ubtle{M}emory: A Benchmark for Fine-Grained Relational Memory Discrimination in Long-Horizon {AI} Agents",
    author = "Wang, Wenxuan  and
      Sun, Haoyu  and
      Hou, Fukuan  and
      Song, Mingyang  and
      Zhang, Weinan  and
      Cheng, Yu  and
      Yang, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1199/",
    pages = "25309--25359",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{singh-etal-2026-beyond,
    title = "Beyond Endpoint Gains: A Weight-Delta Audit of Medical Specialization",
    author = "Singh, Praphul  and
      Kumar, Shanu  and
      Agarwal, Akshat",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1200/",
    pages = "25360--25378",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mai-liang-2026-relays2s,
    title = "{R}elay{S}2{S}: Dual-Path Speculative Generation for Real-Time Dialogue",
    author = "Mai, Long  and
      Liang, Junli",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1201/",
    pages = "25379--25396",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-edit,
    title = "{EDIT}: Evidence-Diagnosed Intervention Training for Rule-Faithful {LLM} Grading",
    author = "Wu, Zhihao  and
      Zhang, Linhai  and
      Wang, Taiyi  and
      Zhao, Runcong  and
      Andrews, Peter  and
      Aloisi, Cesare  and
      He, Yulan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1202/",
    pages = "25397--25413",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{perez-beltrachini-lapata-2026-action,
    title = "Action-Level Credit Assignment for Retrieval-Augmented Reasoning",
    author = "Perez-Beltrachini, Laura  and
      Lapata, Mirella",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1203/",
    pages = "25414--25434",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-llava,
    title = "{LL}a{VA}-{R}ad{Z}: Can Multimodal Large Language Models Effectively Tackle Zero-shot Radiology Recognition?",
    author = "Li, Bangyan  and
      Huang, Wenxuan  and
      Gao, Zhenkun  and
      Wang, Yeqiang  and
      Shen, Yuxiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1204/",
    pages = "25435--25454",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{limkonchotiwat-etal-2026-sea,
    title = "{SEA}-{LION}-Embedding: Open and Reproducible Text Embeddings for {S}outheast {A}sia",
    author = "Limkonchotiwat, Peerat  and
      Ng, Raymond  and
      Nutanong, Sarana  and
      Ngui, Jian Gang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1205/",
    pages = "25455--25463",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ghorbanpour-etal-2026-latent,
    title = "Latent-Space Intervention for Cross-Lingual Factual Consistency: Consistency Improvements without Accuracy Drops",
    author = "Ghorbanpour, Faeze  and
      Fierro, Constanza  and
      Fraser, Alexander  and
      S{\o}gaard, Anders",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1206/",
    pages = "25464--25475",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shi-ding-2026-birds,
    title = "{BIRDS}: Characterizing and Understanding Biodiversity Impact of Large Language Model Serving",
    author = "Shi, Tianyao  and
      Ding, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1207/",
    pages = "25476--25498",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ma-etal-2026-sycophancy,
    title = "Sycophancy Suppression Can Impair Rational Updating: Anti-Sycophancy Should Preserve the Ability to Update",
    author = "Ma, Huanhuan  and
      Zou, Henry Peng  and
      Li, Chengze  and
      Ma, Enze  and
      Su, Yunyue  and
      Yu, Philip S.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1208/",
    pages = "25499--25515",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{du-etal-2026-openidc,
    title = "{O}pen{IDC}: Reconstructing the Evidence Chain for Lightweight Image Difference Captioning",
    author = "Du, Jiabao  and
      Hou, Saihui  and
      Liu, Yuan  and
      Wang, Jiawei  and
      Huang, Yongzhen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1209/",
    pages = "25516--25529",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-evolutionary,
    title = "The Evolutionary Trajectory of Medical Multi-Agent Systems: A Survey",
    author = "Chen, Kai  and
      Li, Chenzhang  and
      Yu, Tianyi  and
      Zuo, Changzhuo  and
      Zhou, Xinyun  and
      Jing, Sijia  and
      Wu, Yanqing  and
      Gao, Wenfei  and
      Li, Xinfeng  and
      Yang, Tianpei  and
      An, Bo  and
      Gao, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1210/",
    pages = "25530--25550",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-memora,
    title = "{MEMORA}: Embodied Action Memory from Egocentric Videos for Reasoning and Planning",
    author = "Yu, Zihao  and
      Yuan, Xiu  and
      Zhang, Chongjie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1211/",
    pages = "25551--25600",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bushipaka-etal-2026-grace,
    title = "{GRACE}: Gradient-guided Coreset Selection for {LLM} Unlearning",
    author = "Bushipaka, Praveen  and
      D{'}Angelo, Andrea  and
      Passaro, Lucia  and
      Cucinotta, Tommaso",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1212/",
    pages = "25601--25620",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-socialmaze,
    title = "{S}ocial{M}aze: A Benchmark for Evaluating and Enhancing Social Reasoning in Large Language Models in Complex Social Environments",
    author = "Xu, Zixiang  and
      Wang, Yanbo  and
      Huang, Yue  and
      Zhuang, Haomin  and
      Zhou, Yujun  and
      Ye, Jiayi  and
      Li, Sixian  and
      Song, Zirui  and
      Gao, Lang  and
      Wang, Chenxi  and
      Chen, Zhaorun  and
      Pan, Wang  and
      Zhao, Yue  and
      Zhao, Jieyu  and
      Zhang, Xiangliang  and
      Chen, Xiuying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1213/",
    pages = "25621--25716",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shi-etal-2026-sage-answer,
    title = "{SAGE}: Answer-Conditioned Uncertainty Targets for Verbal Confidence Alignment",
    author = "Shi, Kaiwen  and
      Zhang, Zheyuan  and
      Ye, Yanfang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1214/",
    pages = "25717--25737",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dai-etal-2026-dont,
    title = "Don{'}t Box Me In: Dynamic Cultural Adaptation and Cognitive Tracking for Social Understanding",
    author = "Dai, Chongyuan  and
      Shen, Yaling  and
      Tang, Shengeng  and
      Ma, Hui  and
      Hu, Jinpeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1215/",
    pages = "25738--25759",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{paschmann-etal-2026-active,
    title = "Active Learners as Efficient {PRP} Rerankers",
    author = "Paschmann, Jerem{\'i}as Figueiredo  and
      Kaplan, Juan  and
      Nattero, Francisco  and
      Bucolo, Santiago Mauricio Barron  and
      Wisznia, Juan  and
      Corro, Luciano Del",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1216/",
    pages = "25760--25776",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-msqa,
    title = "{MSQA}: A Natively Sourced Multilingual and Multicultural {S}imple{QA} Benchmark",
    author = "Huang, Yukai  and
      Chen, Xianru  and
      Chen, Mingxiang  and
      Lei, Xinping  and
      Deng, Fangbing  and
      Chen, Jin  and
      Liu, Jiaheng  and
      Zhang, Ge  and
      Huang, Wenhao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1217/",
    pages = "25777--25792",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tang-etal-2026-unidata,
    title = "{U}ni{D}ata: Universal Multimodal Instruction Generation Pipeline",
    author = "Tang, Jiaqi  and
      Wu, Yi-Feng  and
      Zhang, Yuting  and
      LU, Hao  and
      Fu, Bowen  and
      Chen, Qing-Guo  and
      Xu, Xiaogang  and
      Hu, Yuwei  and
      Lu, Shiyin  and
      Wei, Wei  and
      Zhang, Lei  and
      Xu, Zhao  and
      Luo, Weihua  and
      Chen, Qifeng  and
      Chen, Ying-Cong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1218/",
    pages = "25793--25813",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jiang-etal-2026-evidence,
    title = "When Evidence Shapes Collaboration: Knowledge-Conditioned Topology Generation for Multi-Agent Systems",
    author = "Jiang, Yangxiao  and
      Fan, Jiarun  and
      Xu, Mingcong  and
      Guo, Yanxi  and
      Feng, Jiwen  and
      Xu, Shanqing  and
      Qian, Mengchen  and
      Chen, Wei  and
      Zhang, Xiaojin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1219/",
    pages = "25814--25829",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{rongfeng-etal-2026-meta,
    title = "Meta-Learning Where to Allocate Experts: Task-Conditioned Layer-Wise Compression for {M}o{E}s",
    author = "Rongfeng, Wang  and
      Weng, Shichao  and
      Wang, Zhiqiang  and
      Liu, Xinyu  and
      Yi, Yang  and
      Zhou, Peilong  and
      Hongwei, Tang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1220/",
    pages = "25830--25842",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-complexity-clarity,
    title = "From Complexity to Clarity: A Systematic Study of Geometric Dynamics in Hidden Representations of {LLM}s",
    author = "Li, Xiang  and
      Sun, Luzhe  and
      Walter, Matthew  and
      Zhou, Jiawei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1221/",
    pages = "25843--25861",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lin-etal-2026-longtracerl,
    title = "{L}ong{T}race{RL}: Learning Long-Context Reasoning from Search Agent Trajectories with Rubric Rewards",
    author = "Lin, Nianyi  and
      Zhang, Jiajie  and
      Hou, Lei  and
      Li, Juanzi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1222/",
    pages = "25862--25882",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-loopguard,
    title = "{L}oop{G}uard: Breaking Self-Reinforcing Attention Loops via Dynamic {KV} Cache Intervention",
    author = "Xu, Dongjie  and
      Wu, Hao  and
      Shi, Weijie  and
      Cui, Yue  and
      Liu, Yuanjun  and
      Li, Jiawei  and
      MA, Haolun  and
      Liu, An  and
      Zhu, Jia  and
      Xu, Jiajie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1223/",
    pages = "25883--25898",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{schelb-etal-2026-loci,
    title = "Loci Similes: A Benchmark for Extracting Intertextualities in {L}atin Literature",
    author = "Schelb, Julian  and
      Wittweiler, Michael  and
      Revellio, Marie  and
      Feichtinger, Barbara  and
      Spitz, Andreas",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1224/",
    pages = "25899--25924",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jang-etal-2026-compcqr,
    title = "{C}omp{CQR}: Compositional Query Generation for Training-Free Conversational Search",
    author = "Jang, Yunah  and
      Lee, Kang-il  and
      Shin, Joongbo  and
      Jung, Kyomin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1225/",
    pages = "25925--25943",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gandhi-etal-2026-grasp,
    title = "{GRASP}: {GR}anularity-Aware Search Policy for Agentic {RAG}",
    author = "Gandhi, Varun  and
      Lee, Jaewook  and
      Todmal, Shantanu  and
      Dernoncourt, Franck  and
      Rossi, Ryan A.  and
      Lan, Andrew  and
      Wang, Zichao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1226/",
    pages = "25944--25975",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hu-etal-2026-unsupervised,
    title = "Unsupervised Domain Specialization for Multimodal Embeddings",
    author = "Hu, Ruifeng  and
      Lian, Jianxun  and
      Wu, Mingqi  and
      Zhou, Mingyang  and
      Liao, Hao  and
      Chao, Naipeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1227/",
    pages = "25976--25994",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chijiwa-hasegawa-2026-conservative,
    title = "Conservative Inference-Time Tuning with an Improvement Guarantee",
    author = "Chijiwa, Daiki  and
      Hasegawa, Taku",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1228/",
    pages = "25995--26005",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qi-etal-2026-datacross,
    title = "{D}ata{C}ross: A Unified Benchmark and Agent Framework for Cross-Modal Heterogeneous Data Analysis",
    author = "Qi, Ruyi  and
      Liu, Zhou  and
      Gu, Yang  and
      Su, Zeli  and
      Zewei, Pan  and
      Chen, Xing  and
      Song, Yuanfeng  and
      Wangxiaoyue  and
      Zhang, Wentao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1229/",
    pages = "26006--26027",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-codr,
    title = "{C}o{DR}: Training-Free Confidence-Drift Remasking for Diffusion Language Models",
    author = "Wu, Yue  and
      Zheng, Qinghe  and
      Zhang, Yu  and
      Huang, Jian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1230/",
    pages = "26028--26044",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{thapaliya-etal-2026-llm,
    title = "Where {LLM} Annotators Fail: Label-Free Learning on Graphs with {LLM}s",
    author = "Thapaliya, Safal  and
      Huang, Jiatan  and
      Zhang, Chuxu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1231/",
    pages = "26045--26065",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dai-etal-2026-goal,
    title = "{M}-{GOAL}: Toward Accurate and Language-Consistent Reasoning in {LLM}s via {E}nglish-Only Post-Training",
    author = "Dai, Dingyuan  and
      Chen, Yuxi  and
      Wang, Jiayuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1232/",
    pages = "26066--26084",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qiu-etal-2026-chain,
    title = "Chain-of-Trigger: An Agentic Backdoor that Paradoxically Enhances Agentic Robustness",
    author = "Qiu, Jiyang  and
      Ma, Xinbei  and
      Xu, Yunqing  and
      Zhang, Zhuosheng  and
      Zhao, Hai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1233/",
    pages = "26085--26106",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lu-etal-2026-factnli,
    title = "{F}act{NLI}: Dynamic and Automated Fact-Based Augmentation of {NLI} Benchmarks",
    author = "Lu, Yihan  and
      Zhang, Junzhe  and
      Zhang, Huixuan  and
      Wan, Xiaojun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1234/",
    pages = "26107--26127",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhu-etal-2026-glide,
    title = "{GLIDE}: Generalized Layer-wise Intrinsic Distributional Evaluation for Heterogeneous {LLM} Agents",
    author = "Zhu, Wei  and
      Wang, Yiming  and
      Wang, Rui  and
      Yu, Lixing  and
      Yue, Kun  and
      Tang, Zhiwen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1235/",
    pages = "26128--26158",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hou-etal-2026-memonoveltyagent,
    title = "{M}emo{N}ovelty{A}gent: A Historical-Memory-Augmented Multi-Agent System for Paper Novelty Assessment",
    author = "Hou, JiaJun  and
      Deng, Hexuan  and
      Jiao, Wenxiang  and
      Liu, Xuebo  and
      Ke, Xiaopeng  and
      Wong, Derek F.  and
      Zhang, Min",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1236/",
    pages = "26159--26188",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-etal-2026-agora,
    title = "Agora: Enhancing {LLM} Agent Reasoning Via Auction-Based Task Allocation",
    author = "Zhou, Kaiji  and
      Leonardis, Ales  and
      Feng, Yue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1237/",
    pages = "26189--26201",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{migliarini-etal-2026-quantifying,
    title = "Quantifying Self-Preservation Bias in Large Language Models",
    author = "Migliarini, Matteo  and
      Pizzini, Joaquin Pereira  and
      Moresca, Luca  and
      Santini, Valerio  and
      Spinelli, Indro  and
      Galasso, Fabio",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1238/",
    pages = "26202--26226",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-speculative,
    title = "Speculative Probing: {LLM} Monitoring at Speculative-Decoding Cost",
    author = "Zhang, Collin  and
      Zhang, Tingwei  and
      Shmatikov, Vitaly",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1239/",
    pages = "26227--26241",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hong-etal-2026-vc,
    title = "{VC}-{IF}: Introducing Visual-Constraint Instruction Following for Multi-Turn, Multi-Constraint Vision-Language Models",
    author = "Hong, Jixiang  and
      Bu, Pi  and
      Wang, Yingyao  and
      Peng, Bo  and
      Wang, Peijie  and
      Wang, Chen  and
      Song, Tengtao  and
      Yao, Yang  and
      Song, Jun  and
      Yan, Rui  and
      Yu, Cheng  and
      Zheng, Bo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1240/",
    pages = "26242--26263",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jeong-etal-2026-klod,
    title = "{KLOD}: Locality-Preserving Knowledge Editing via Non-Target Distribution Preservation",
    author = "Jeong, Hojun  and
      Kim, Gyunyeop  and
      Kang, Sangwoo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1241/",
    pages = "26264--26286",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-lin-2026-observation,
    title = "Observation-Aware Stabilization of Reinforcement Learning for Retrieval-Augmented Generation",
    author = "Zhang, Naixin  and
      Lin, Tong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1242/",
    pages = "26287--26307",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{you-etal-2026-formalimg,
    title = "{F}ormal{I}m{G}: Evaluating Structural Compositional Generalization for {T}2{I} Models",
    author = "You, Hong-Jie  and
      Shao, Jie-Jing  and
      Yang, Xiao-Wen  and
      Wu, Zhi-Fan  and
      Jia, Lin-Han  and
      Guo, Lan-Zhe  and
      Li, Yu-Feng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1243/",
    pages = "26308--26342",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mu-etal-2026-acre,
    title = "{ACRE}: An Acoustic-Cue and Contextual-Knowledge Reasoning Enhancement Framework for Speech Relation Extraction",
    author = "Mu, Wenxuan  and
      Ning, Jinzhong  and
      Zhao, Di  and
      Zhang, Yijia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1244/",
    pages = "26343--26352",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-beyond-static,
    title = "Beyond Static Summarization: Proactive Memory Extraction for {LLM} Agents",
    author = "Yang, Chengyuan  and
      Sun, Zequn  and
      Wei, Wei  and
      Hu, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1245/",
    pages = "26353--26367",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-huang-2026-abstraction,
    title = "Abstraction Agent: {LLM}-Guided Abstraction for Imperfect-Information Games",
    author = "Li, Boning  and
      Huang, Longbo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1246/",
    pages = "26368--26387",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{attimonelli-etal-2026-puma,
    title = "{PUMA}: Post-Hoc Sparsification of Universal Multimodal Embeddings for Efficient Retrieval",
    author = "Attimonelli, Matteo  and
      De Bellis, Alessandro  and
      Nardini, Franco Maria  and
      Pomo, Claudio  and
      Rulli, Cosimo  and
      Venturini, Rossano  and
      Di Noia, Tommaso",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1247/",
    pages = "26388--26401",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-polite,
    title = "Polite but Misaligned: Evaluating {LLM} Politeness Judgments Against Human Pragmatic Norms",
    author = "Wang, Rong  and
      Sun, Kun  and
      Guo, Yadong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1248/",
    pages = "26402--26421",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-final,
    title = "From Final Artifacts to Trajectories: Retrospective Process Supervision for Evidence-Grounded Long-Form Generation",
    author = "Huang, Junjie  and
      Qin, Jiarui  and
      Yin, di  and
      Liu, Weiwen  and
      Yu, Yong  and
      Sun, Xing  and
      Zhang, Weinan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1249/",
    pages = "26422--26434",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hu-etal-2026-meta,
    title = "Meta-Moderator: Empowering Multi-Agent Debate with Meta-Cognition",
    author = "Hu, Wentao  and
      Wan, Zhuoyue  and
      Shen, Jinhao  and
      Zhang, Chen Jason  and
      Wei, Xiao-Yong  and
      Qing, Li",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1250/",
    pages = "26435--26451",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{auger-etal-2026-using,
    title = "Using large language models to provide effective embeddings for native language identification",
    author = "Auger, Roxane  and
      Boeffard, Olivier  and
      Bonastre, Jean-Fran{\c{c}}ois",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1251/",
    pages = "26452--26460",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{melo-etal-2026-models,
    title = "When Models Know but Can{'}t Say: Relational Encoding Limits Linear Vulnerability Classification in Code {LLM}s",
    author = "Melo, Rui  and
      Catarino, Andre  and
      Mamede, Claudia  and
      Pasareanu, Corina S.  and
      Abreu, Rui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1252/",
    pages = "26461--26497",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xie-etal-2026-prosody,
    title = "Is Prosody Lost in Translation? Fine-Grained Cross-Lingual Prosody Similarity Across Languages",
    author = "Xie, Haopeng  and
      Ulgen, Ismail Rasim  and
      Son, Sofia  and
      Sisman, Berrak  and
      Koehn, Philipp",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1253/",
    pages = "26498--26511",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qi-etal-2026-cage,
    title = "{CAGE}: Coherence-Aware Graph Encoding for Retrieval-Augmented Generation",
    author = "Qi, Tong  and
      Wu, Jingyu  and
      Yin, Youbing  and
      Hong, Spencer  and
      Liu, Daben  and
      Babinsky, Erin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1254/",
    pages = "26512--26530",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-recontext,
    title = "{R}e{C}ontext: Recursive Evidence Replay as {LLM} Harness for Long-Context Reasoning",
    author = "Zhao, Yanjun  and
      Qiu, Ruizhong  and
      Wei, Tianxin  and
      Bei, Yuanchen  and
      Liu, Zhining  and
      Chen, Lingjie  and
      Lourentzou, Ismini  and
      Tong, Hanghang  and
      He, Jingrui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1255/",
    pages = "26531--26548",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-emma,
    title = "{EMMA}: Event-Driven Multimodal Memory System with Multi-Agent Retrieval",
    author = "Zhao, Ruochen  and
      Kang, Jiazheng  and
      Lin, Dongying  and
      Li, Gezi  and
      Bai, Ting",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1256/",
    pages = "26549--26561",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{papadopoulos-etal-2026-bias,
    title = "Bias Before the Model: Detecting and Removing Cognitive Bias Triggers in Financial Text",
    author = "Papadopoulos, Triantafillos  and
      Charilaos, Venetis  and
      Pavlopoulos, John  and
      Androutsopoulos, Ion  and
      Ananiadou, Sophia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1257/",
    pages = "26562--26587",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{rao-etal-2026-chemva,
    title = "{C}hem{VA}: Bridging Visual and Semantic Gaps in Multimodal {LLM} Chemical Diagram Reasoning",
    author = "Rao, Mingyang  and
      Feng, Kehua  and
      Zhu, Zhihui  and
      Fu, Jiangzhen  and
      Yu, Hao  and
      Ding, Keyan  and
      Chen, Huajun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1258/",
    pages = "26588--26614",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-chan-2026-faithfulness,
    title = "Faithfulness Evaluation for Decoder-Only {LLM} Attributions with Controlled Retained Information",
    author = "Huang, Xin  and
      Chan, Antoni B.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1259/",
    pages = "26615--26632",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-med-banana,
    title = "{M}ed-Banana: Learning Quality-Controlled Medical Image Editing from Success-and-Failure Trajectories",
    author = "Chen, Zhihui  and
      Lei, Qingyuan  and
      He, Kai  and
      Du, Yanrui  and
      Feng, Mengling",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1260/",
    pages = "26633--26652",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-jfta,
    title = "{JFTA}-Bench: Evaluate {LLM}{'}s Ability of Tracking and Analyzing Malfunctions Using Fault Trees",
    author = "Wang, Yuhui  and
      Yang, Zhixiong  and
      Zhang, Ming  and
      Dou, Shihan  and
      Xi, Zhiheng  and
      Liang, Di  and
      Zhou, Enyu  and
      Jin, Senjie  and
      Shen, Yujiong  and
      Zhu, Dingwei  and
      Dong, Yi  and
      Chen, Yujia  and
      Shi, Haibo  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1261/",
    pages = "26653--26678",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-uncovering,
    title = "Uncovering the Knowledge Boundaries and Mechanistic ``Knob'' of {LLM}s",
    author = "Huang, Zihao  and
      Mao, Rui  and
      Jiang, Yong  and
      Cambria, Erik",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1262/",
    pages = "26679--26694",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{khatwani-etal-2026-surgical,
    title = "Surgical Alignment in Knowledge Graph Training for Clinical Diagnosis with Large Language Models",
    author = "Khatwani, Saksham  and
      Cheng, He  and
      Afshar, Majid  and
      Dligach, Dmitriy  and
      Gao, Yanjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1263/",
    pages = "26695--26709",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kuzmin-etal-2026-extending,
    title = "Extending {LLM} Context via Associative Recurrent Memory",
    author = "Kuzmin, Gleb  and
      Rodkin, Ivan  and
      Bulatov, Aydar  and
      Kuratov, Yuri  and
      Rvanova, Lyudmila  and
      Katkov, Mikhail  and
      Sochenkov, Ilia  and
      Tsodyks, Misha  and
      Baldwin, Timothy  and
      Burtsev, Mikhail  and
      Shelmanov, Artem",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1264/",
    pages = "26710--26742",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hong-etal-2026-mate,
    title = "{MATE}: Diagnosing Empathy Calibration Failures in Multi-Turn Human{--}{LLM} Interaction",
    author = "Hong, Yeseon  and
      Choi, Junhyuk  and
      Kim, Minju  and
      Kim, Bugeun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1265/",
    pages = "26743--26758",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nagl-etal-2026-benger,
    title = "{B}en{GER}: Benchmarking {LLM} Systems on Subsumption-Based Legal Reasoning in {G}erman Law",
    author = "Nagl, Sebastian  and
      Mayrhofer, Ann-Kristin  and
      Heidebach, Martin  and
      Ko{\c{c}}ak, Aleyna  and
      Zettelmeier, Anne  and
      Breu, Elly  and
      Greiner, Angelina  and
      Milijas, Sofija  and
      Grabmair, Matthias",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1266/",
    pages = "26759--26794",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hou-etal-2026-structure,
    title = "Structure Matters Semantic-Structural Dual-Path Arbitration for Named Entity Recognition with {LLM}s",
    author = "Hou, Xinghong  and
      Tong, Yiqi  and
      Chen, Wei  and
      Guo, Wei  and
      Zhuang, Fuzhen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1267/",
    pages = "26795--26812",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-skill,
    title = "Skill-Conditioned Gated Self-Distillation for {LLM} Reasoning",
    author = "Huang, Jiazhen  and
      Chen, Xiao  and
      Luo, Xiao  and
      Dai, Yong  and
      Hu, Senkang  and
      Zhao, Yuzhi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1268/",
    pages = "26813--26831",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{minh-etal-2026-retrieved,
    title = "Retrieved But Not Reliable: A Survey on Attacks, and Defenses in Retrieval-Augmented Generation",
    author = "Minh, Tran Ta Quang  and
      Dang, Cuong  and
      Nguyen, Tuc  and
      Tran, Khanh-Tung  and
      Huynh Nguyen, Minh  and
      Trinh, Chau Nguyen To  and
      Le, Kien  and
      Long, Do Xuan  and
      Zhang, Jiahao  and
      Wang, Fali  and
      Nguyen, Hoang D.  and
      Le, Thanh  and
      Wang, Suhang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1269/",
    pages = "26832--26855",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ren-etal-2026-personasteer,
    title = "{P}ersona{S}teer: Dynamic Activation Steering for Personalized Multi-turn {LLM} Conversations",
    author = "Ren, Sijian  and
      Zeng, Qingbin  and
      Gu, Bingqiao  and
      Xu, Fengli  and
      Li, Yong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1270/",
    pages = "26856--26876",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-dense,
    title = "Dense Clinical Contrasts Enhance Medical Knowledge Updating in Large Language Models",
    author = "Huang, Yangmin  and
      Quan, Shu  and
      Geng, He  and
      Ye, Xin  and
      Du, Qianyun  and
      He, Zhiyang  and
      Hu, Jiaxue  and
      Tao, Xiaodong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1271/",
    pages = "26877--26907",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ma-etal-2026-perception,
    title = "Perception Is the Bottleneck for Large Audio Reasoning Models",
    author = "Ma, Ziyang  and
      Xu, Ruiyang  and
      Tu, Wenming  and
      Xing, Zhenghao  and
      Wang, Yuxuan  and
      Chu, Yunfei  and
      Xu, Jin  and
      Yu, Kai  and
      Lin, Junyang  and
      Chng, Eng Siong  and
      Chen, Xie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1272/",
    pages = "26908--26923",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hu-etal-2026-towards-better,
    title = "Towards Better Legal Reasoning {LLM}s: Signal Balancing and Reward Scheduling",
    author = "Hu, Yinghao  and
      Xiao, Qian  and
      Huang, Yuting  and
      Song, Kaisong  and
      Wu, Yiquan  and
      Li, Ang  and
      Cao, Junjie  and
      Lin, Jun  and
      Kuang, Kun  and
      Wu, Fei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1273/",
    pages = "26924--26944",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hsu-etal-2026-harmless,
    title = "Harmless Yet Harmful: Neutral Prompting Attacks for Stealthy Hallucination Steering in Agent Skills",
    author = "Hsu, Chia-Yi  and
      Yu, Chia-Mu  and
      Huang, Chun-Ying  and
      Sakuma, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1274/",
    pages = "26945--26994",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-llms-predict,
    title = "{LLM}s Can Predict Failure Risk, But Struggle to Predict Which Collaboration Protocol Pays Off: Cost-Aware Protocol Routing Across Reasoning Tasks",
    author = "Yang, Chih-Hsuan  and
      Jiang, Jingyan  and
      Yang, Cheng-Hau  and
      Vasudevan, Vikram  and
      Zheng, Huihuo  and
      Vishwanath, Venkatram  and
      Thakur, Rajeev",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1275/",
    pages = "26995--27016",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cohen-etal-2026-lisaa,
    title = "{LISAA}: A Framework for Large Language Model Information Security Awareness Assessment",
    author = "Cohen, Ofir  and
      Agmon, Gil Ari  and
      Puzis, Rami  and
      Shabtai, Asaf",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1276/",
    pages = "27017--27046",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shelat-etal-2026-chain,
    title = "Chain-of-Thought Hurts When the Answer Speaks for Itself",
    author = "Shelat, Shlok  and
      Salvi, Shrey Vimalbhai  and
      Gaur, Manas  and
      Roy, Souvik",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1277/",
    pages = "27047--27071",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{phetsri-etal-2026-thaipalibench,
    title = "{T}hai{P}ali{B}ench: Benchmarking Large Language Models on {T}hai-Script {P}ali Understanding",
    author = "Phetsri, Nobpharat  and
      Saeoueng, Anon  and
      Kongyoung, Sarawoot  and
      Viriyavit, Waranrach",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1278/",
    pages = "27072--27099",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tao-etal-2026-structured,
    title = "Structured Strategy Injection for Data Analysis Agents",
    author = "Tao, Zifu  and
      Mo, Guozhao  and
      Zhou, Weixiang  and
      Lu, Yaojie  and
      Lin, Hongyu  and
      He, Ben  and
      Han, Xianpei  and
      Sun, Le",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1279/",
    pages = "27100--27123",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-cross,
    title = "Cross-Lingual Activation Steering for Visual-Prior Conflicts",
    author = "Wang, Yufei  and
      Li, Xiang Lorraine  and
      Kovashka, Adriana",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1280/",
    pages = "27124--27135",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hong-etal-2026-staif,
    title = "{STAIF}: A Stage-wise Optimization for Complex Instruction Following",
    author = "Hong, Jian  and
      Cheng, Chen  and
      Liu, Quan  and
      Chen, Yuhao  and
      Chen, Enhong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1281/",
    pages = "27136--27153",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{loye-etal-2026-rubas,
    title = "{RUBAS}: Rubric-Based Reinforcement Learning for Agent Safety",
    author = "Loye, Xian Qi  and
      Su, Qinglin  and
      Zhang, Zhexin  and
      Cui, Shiyao  and
      Zhu, Qi  and
      Mi, Fei  and
      Wang, Hongning  and
      Huang, Minlie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1282/",
    pages = "27154--27175",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jiang-etal-2026-retrieval,
    title = "When Retrieval Partially Conflicts with Skills: Understanding Procedural Hallucination in Language Models",
    author = "Jiang, Guanqun  and
      Cao, Pengfei  and
      Liu, Kang  and
      Zhao, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1283/",
    pages = "27176--27196",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-paracalib,
    title = "{P}ara{C}alib: Semantically Calibrated Paralinguistic Modeling for Depression Detection",
    author = "Li, Yuxin  and
      Li, Yifei  and
      Chao, Yi-Wen  and
      Zhang, Xiangyu  and
      Chng, Eng Siong  and
      Guan, Cuntai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1284/",
    pages = "27197--27214",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-gift,
    title = "{GIFT}: Reconciling Post-Training Objectives via Variational Finite-Temperature {G}ibbs Initialization",
    author = "Zhao, Zhengyang  and
      Ma, Lu  and
      Jiang, Yizhen  and
      Ma, Xiaochen  and
      Meng, Zimo  and
      Shen, Chengyu  and
      Tang, Lexiang  and
      Sun, Haoze  and
      Pei, Peng  and
      Zhang, Wentao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1285/",
    pages = "27215--27230",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{khondokar-etal-2026-bridging,
    title = "Bridging Lexical Divergence: {LLM}-Assisted, Cost-Efficient, Zero-shot Scientific Entity Linking",
    author = "Khondokar, Md Rasel  and
      Qiao, Qiao  and
      Samia, Farjana Sultana  and
      Le, Nhat  and
      Li, Yuepei  and
      Li, Qi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1286/",
    pages = "27231--27249",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-armor,
    title = "{ARMOR}-{PRM}: Adversarially Robust Process Reward Models via Counterfactual Margins and Invariance Regularization",
    author = "Chen, Hongyu  and
      Chai, Guangjia  and
      Nan, Haoxian  and
      Wang, Ruixue  and
      Jiang, Peilin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1287/",
    pages = "27250--27264",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{edman-fraser-2026-toppling,
    title = "Toppling the Hierarchy in Byte-level Language Modeling",
    author = "Edman, Lukas  and
      Fraser, Alexander",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1288/",
    pages = "27265--27272",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chang-chen-2026-users,
    title = "When Users Don{'}t Ask: Benchmarking Context-Driven Memory Retrieval in Conversational Agents",
    author = "Chang, Wen Yu  and
      Chen, Yun-Nung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1289/",
    pages = "27273--27293",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fatemi-etal-2026-guided,
    title = "Guided Permutation Scoring ({GPS}) : Option-Order Permutation for Multiple-Choice Question Answering",
    author = "Fatemi, Md Shahrar  and
      Shi, Zhan  and
      Mueller, Klaus  and
      Ma, Tengfei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1290/",
    pages = "27294--27313",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-reflecting,
    title = "Reflecting What Matters: Same-Surgery References for Postoperative Clinical Note Generation",
    author = "Yu, Seungmi  and
      Song, Somin  and
      Park, Hyeryun  and
      Choi, Jinwook",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1291/",
    pages = "27314--27326",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lu-etal-2026-mllms,
    title = "Do {MLLM}s Really Understand Space? A Mathematical Spatial Reasoning Evaluation",
    author = "Lu, Shuo  and
      Cheng, Jianjie  and
      Xu, Yinuo  and
      Yu, Yongcan  and
      Sheng, Lijun  and
      Wang, Peijie  and
      Jiang, Siru  and
      Hu, Yongguan  and
      He, Lingxiao  and
      Wang, Meng  and
      Xie, Qianlong  and
      Wang, Xingxing  and
      He, Ran  and
      Liang, Jian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1292/",
    pages = "27327--27343",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qiao-etal-2026-agent,
    title = "Agent Tools Orchestration Leaks More: Dataset, Benchmark, and Mitigation",
    author = "Qiao, Yuxuan  and
      Liu, Dongqin  and
      Yang, Hongchang  and
      Zhou, Wei  and
      Hu, Songlin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1293/",
    pages = "27344--27363",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{feng-rudzicz-2026-causalprism,
    title = "{C}ausal{P}rism: Component-Level Evaluation of Intervention-Based Causal Reasoning in Large Language Models",
    author = "Feng, Jinyue  and
      Rudzicz, Frank",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1294/",
    pages = "27364--27389",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{du-etal-2026-gams,
    title = "{GAMS}: Geospatial Knowledge Enhanced Agentic Framework for Urban Human Mobility Behavior Simulation",
    author = "Du, Yuwei  and
      Feng, Jie  and
      Yuan, Jian  and
      Li, Yong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1295/",
    pages = "27390--27405",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-role-entropy,
    title = "The Role of Entropy in Visual Grounding: Analysis and Optimization",
    author = "Li, Shuo  and
      Sun, Jiajun  and
      Zhang, Zhihao  and
      Fan, Xiaoran  and
      Jin, Senjie  and
      Li, Hui  and
      Yang, Yuming  and
      Ye, Junjie  and
      Shen, Lixing  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1296/",
    pages = "27406--27427",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nawal-etal-2026-mimic,
    title = "{MIMIC}-{CTRL}-2026: A Realistic Clinical Trial Dataset to Benchmark {LLM} performance",
    author = "Nawal, Noshin  and
      Margaryan, Robert  and
      Abdalla, Moustafa  and
      Ezekowitz, Justin A.  and
      Abdalla, Mohamed",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1297/",
    pages = "27428--27452",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{min-etal-2026-ducei,
    title = "{D}u{CEI}: When to Introduce Metadata in Cross-Entity Interaction for Entity Disambiguation",
    author = "Min, Jinwoo  and
      Nyange, Roseline  and
      Lee, Wonkee  and
      Song, Hyun-Je  and
      Na, Seung-Hoon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1298/",
    pages = "27453--27472",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lu-etal-2026-beyond-one,
    title = "Beyond One-Hot Replay: Self-Distillation Reduces Target Variance in Continual Pre-Training",
    author = "Lu, Peng  and
      Dong, Sijie  and
      Feng, Xiaoyun  and
      Hu, Xuanwei  and
      Zhang, Xin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1299/",
    pages = "27473--27491",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-linguistic,
    title = "When Linguistic and Internal Confidence Diverge in Large Language Models",
    author = "Zhang, Hefan  and
      Zhang, Bingquan  and
      Cheng, Ming  and
      Hassanpour, Saeed  and
      Ma, Weicheng  and
      Vosoughi, Soroush",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1300/",
    pages = "27492--27517",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-prism,
    title = "Prism: Persistent Faceted File Memory for Cost-Efficient Coding Agents",
    author = "Zhang, Ziyun  and
      Liu, Yihao  and
      Zhang, Yuzhe  and
      Cai, Huaqian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1301/",
    pages = "27518--27531",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{adjali-etal-2026-eager,
    title = "{EAGER}: Enhancing Generative Event Extraction via Reinforcement Learning with Verifiable Rewards",
    author = "Adjali, Omar  and
      Liang, Siting  and
      Bhatti, Omair Shahzad  and
      Sonntag, Daniel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1302/",
    pages = "27532--27557",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-ticd,
    title = "{TICD}: Time-Aware Internal Contrastive Decoding for Enhancing Factuality in Diffusion Language Models",
    author = "Chen, Zike  and
      Dou, Hongkun  and
      You, Mukang  and
      Deng, Yue  and
      Li, Jiajun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1303/",
    pages = "27558--27574",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{piper-jiang-2026-evaluating,
    title = "Evaluating multi-modal {LLM}s on historical book illustrations",
    author = "Piper, Andrew  and
      Jiang, Jiaming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1304/",
    pages = "27575--27589",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{panthi-abdelfattah-2026-ranking,
    title = "Same Ranking, Different Winner: How Scoring Targets Shape {LLM} Memory Benchmarks",
    author = "Panthi, Sugam  and
      Abdelfattah, Rabab",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1305/",
    pages = "27590--27606",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhen-etal-2026-context,
    title = "Context Modeling for {LLM}-Based Behavioral Simulation",
    author = "Zhen, Dongyang  and
      Qin, Ruize  and
      Mansouri, Ali  and
      Erfani, Abdolmajid  and
      Cui, Qingbin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1306/",
    pages = "27607--27627",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fernandez-de-landa-etal-2026-llms,
    title = "Why are all {LLM}s Obsessed with {J}apanese Culture? On the Hidden Cultural and Regional Biases of {LLM}s",
    author = "Fernandez de Landa, Joseba  and
      Perez-Almendros, Carla  and
      Camacho-Collados, Jose",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1307/",
    pages = "27628--27650",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kwon-etal-2026-afroscope,
    title = "{AFROSCOPE}: A Framework for Studying the Linguistic Landscape of {A}frica",
    author = "Kwon, Sang Yun  and
      Elmadany, AbdelRahim A.  and
      Abdul-Mageed, Muhammad",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1308/",
    pages = "27651--27676",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{singh-etal-2026-verge,
    title = "{VERGE} : Formal Refinement and Guidance Engine for Verifiable {LLM} Reasoning",
    author = "Singh, Vikash  and
      Cassel, Darion  and
      Weir, Nathaniel  and
      Feng, Nick  and
      Bayless, Sam",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1309/",
    pages = "27677--27702",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-causal-attribution,
    title = "Causal Attribution Meets Impact-aware Verification: Debugging {LLM}-based Multi-Agent Systems via Static{--}Dynamic Synergy",
    author = "Wang, Yawen  and
      wu, Wenjie  and
      Wang, Junjie  and
      Wang, Qing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1310/",
    pages = "27703--27720",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{howard-etal-2026-cross,
    title = "Cross-Cultural Value Attribution in Large Vision-Language Models",
    author = "Howard, Phillip  and
      Su, Xin  and
      Fraser, Kathleen C.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1311/",
    pages = "27721--27765",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tan-zhang-2026-query,
    title = "Query-Efficient Memory Injection Attacks on {LLM} Agents",
    author = "Tan, Yicong  and
      Zhang, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1312/",
    pages = "27766--27797",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cao-etal-2026-dramasearch,
    title = "{D}rama{S}earch: Benchmarking Multimodal Searching Agents in Ultra-long {TV} Dramas",
    author = "Cao, Yunning  and
      Ge, Jiannan  and
      Liu, Chuanbin  and
      Xie, Lingxi  and
      Huo, Xinyue  and
      Chen, Pengfei  and
      Duan, Kaiwen  and
      Xie, Hongtao  and
      Zhang, Yongdong  and
      Tian, Qi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1313/",
    pages = "27798--27826",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{vargas-etal-2026-scalable,
    title = "Scalable Multi-Agent {LLM}s for Multi-Turn Conversation Bias Detection and Mitigation",
    author = "Vargas, Victor H.  and
      Haque, Farsheed  and
      Xu, Depeng  and
      Niu, Xi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1314/",
    pages = "27827--27843",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-dare,
    title = "{DARE}: Dialectical Agentic Reasoning for Structured Knowledge Fact Checking",
    author = "Li, Yifei  and
      Zheng, Xiaohan  and
      Qian, Wentao  and
      Zhuang, Liansheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1315/",
    pages = "27844--27856",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-ael,
    title = "{AEL}: Evolving Agent Harness in Open-Ended Environments",
    author = "Xu, Wujiang  and
      Han, Jiaojiao  and
      Guo, Minghao  and
      Mei, Kai  and
      Zhu, Xi  and
      Zhang, Han  and
      Metaxas, Dimitris N.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1316/",
    pages = "27857--27885",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{suleymanov-etal-2026-courtguard,
    title = "{C}ourt{G}uard-{PMPD}: Zero-Shot Policy Adaptation in {LLM} Safety without Fine-Tuning using Prompt-Based Modular Policy Database",
    author = "Suleymanov, Umid  and
      Bayramov, Rufiz  and
      Gafarli, Suad  and
      Mammadov, Taghi  and
      Musayeva, Seljan  and
      Kantarcioglu, Murat",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1317/",
    pages = "27886--27912",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{boyapati-etal-2026-privacy,
    title = "Privacy-Preserving Heterogeneous Multi-{LLM} Federated Inference for Cognitive Diagnosis",
    author = "Boyapati, Yagna Manasa  and
      Yu, Chong  and
      Jiang, Tianyu  and
      Zhan, Justin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1318/",
    pages = "27913--27928",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{czyznikiewicz-etal-2026-query,
    title = "Query Symbolically or Retrieve Semantically? A Dataset and Method for Semi-Structured Question Answering",
    author = "Czy{\.z}nikiewicz, Mateusz  and
      Tuora, Ryszard  and
      Kozakiewicz, Adam  and
      Zi{\k{e}}tkiewicz, Tomasz  and
      Gali{\'n}ski, Mateusz  and
      Godziszewski, Micha{\l} Tomasz  and
      Karpowicz, Michal P.  and
      Hospedales, Timothy  and
      Cornelio, Cristina",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1319/",
    pages = "27929--27960",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nourbakhsh-etal-2026-medprob,
    title = "{M}ed{P}rob: Probing Internal Representations of Vision-Language Models for Medical Question Answering",
    author = "Nourbakhsh, Erfan  and
      Yang, Ke  and
      Rios, Anthony",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1320/",
    pages = "27961--27999",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ortiz-fuentes-etal-2026-attitude,
    title = "Attitude Analysis in Systemic Functional Linguistics: A New Corpus and Benchmark Task",
    author = "Ortiz-Fuentes, Jorge  and
      Bravo-Marquez, Felipe  and
      Quiroz, Beatriz",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1321/",
    pages = "28000--28023",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lan-etal-2026-reduced,
    title = "Reduced Matrix Multiplication: Input-Adaptive Matrix-Product Reduction for {LLM} Inference",
    author = "Lan, Zixuan  and
      Li, Yanhong  and
      Zhou, Jiawei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1322/",
    pages = "28024--28048",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-oisd,
    title = "{OISD}: On-Policy Internal Self-Distillation of Language Models",
    author = "Liu, Xinyu  and
      Jacob, Darryl C.  and
      Zhou, Yang  and
      Wang, Jindong  and
      He, Pan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1323/",
    pages = "28049--28065",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bakos-etal-2026-pre,
    title = "A Pre-Generation Epistemic Routing Axis in Language Models",
    author = "Bakos, Steve  and
      Davoudi, Heidar  and
      An, Aijun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1324/",
    pages = "28066--28091",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zou-etal-2026-cobra,
    title = "{C}o{BRA}: Learning Tool-Use Boundaries via Counterfactual Margins",
    author = "Zou, Wenhao  and
      Liu, Xianglong  and
      Bi, Wendong  and
      Wang, Hanjie  and
      Zhao, Simin  and
      Zhi, Gong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1325/",
    pages = "28092--28110",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{guo-etal-2026-peam,
    title = "{PEAM}: Parametric Embodied Agent Memory for Continual Skill Learning via Internalization of Experience in {M}inecraft",
    author = "Guo, Yuchen  and
      Gong, Junli  and
      Wang, Weicheng  and
      Cai, Hongmin  and
      Cheung, Yiu-ming  and
      Su, Weifeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1326/",
    pages = "28111--28124",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gerogiannis-etal-2026-leaf,
    title = "{LEAF}: Growing Trees Without Branching for Speech-Aware Large Language Model Post-Training",
    author = "Gerogiannis, Argyrios  and
      Yegorova, Yekaterina  and
      Hasegawa-Johnson, Mark A.  and
      Veeravalli, Venugopal",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1327/",
    pages = "28125--28140",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{collu-etal-2026-refusal,
    title = "Refusal Before Decoding: Detecting and Exploiting Refusal Signals in Intermediate {LLM} Activations",
    author = "Collu, Matteo Gioele  and
      Conte, Riccardo  and
      Giaretta, Alberto  and
      Kleyko, Denis  and
      Conti, Mauro  and
      Zavatteri, Matteo  and
      Confalonieri, Roberto",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1328/",
    pages = "28141--28157",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sharma-patil-2026-small,
    title = "Small Cues, Big Consequences: Learning Pivotal Cues for Multimodal Meme Classification",
    author = "Sharma, Akshit  and
      Patil, Prashant W",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1329/",
    pages = "28158--28175",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sood-etal-2026-dropping,
    title = "Dropping the Anchor: Statistical Context Summarization for Distributed Systems via Pulsar Attention",
    author = "Sood, Aryan  and
      Acharya, Shantanu  and
      Nayak, Gaurav Kumar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1330/",
    pages = "28176--28191",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-folding,
    title = "Folding Context into Executable States: Structured Strategy Folding for Long-Horizon Reasoning Agent",
    author = "Chen, Zhengyu  and
      Zhang, Luan  and
      Li, Zhaoyi  and
      Yang, Jinluan  and
      Lv, Zheqi  and
      Xiao, Teng  and
      Wang, Wei  and
      Wang, Jingang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1331/",
    pages = "28192--28209",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{luo-etal-2026-grove,
    title = "{GROVE}: Graph-based Routing Over Variant Experts for Adaptive Two-Stage Training of Reasoning Models",
    author = "Luo, Yiming  and
      Tian, Chunlin  and
      Li, Li",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1332/",
    pages = "28210--28224",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{alenicheva-etal-2026-mtgbench,
    title = "{MTGB}ench: A Multi-Turn Game Benchmark for Diverse {LLM} Capability Assessment",
    author = "Alenicheva, Alisa  and
      Zykov, Timur  and
      Saladukha, Artsiom  and
      Negodin, Vladislav",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1333/",
    pages = "28225--28279",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{odema-song-2026-lamoc,
    title = "{L}a{M}o{C}: Loss-Aware Modular Compression for {LLM}s",
    author = "Odema, Mohanad  and
      Song, Jacob",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1334/",
    pages = "28280--28294",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{patir-etal-2026-dualgauge,
    title = "{D}ual{G}auge: Automated Joint Security-Functionality Benchmarking of Specification-Only Code Generation by {LLM}s and Coding Agents",
    author = "Patir, Rupam  and
      Guo, Keyan  and
      Barua, Suvadra  and
      Guo, Jiawei  and
      Pathak, Abhijeet  and
      Gudimetla, Dinesh  and
      Hu, Hongxin  and
      Cai, Haipeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1335/",
    pages = "28295--28319",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-hate,
    title = "Hate Is More Than What We See: Precedent-Guided Structured Reasoning for Hateful Video Detection",
    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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1336/",
    pages = "28320--28344",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cao-etal-2026-mobiledreamer,
    title = "{M}obile{D}reamer: Generative Sketch World Model for {GUI} Agent",
    author = "Cao, Yilin  and
      Zhong, Yufeng  and
      Zeng, Zhixiong  and
      Zheng, Liming  and
      Huang, Jing  and
      Qiu, Haibo  and
      Shi, Peng  and
      Mao, Wenji",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1337/",
    pages = "28345--28359",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nguyen-etal-2026-au,
    title = "{AU}-Harness: An Open-Source Toolkit for Efficient and Unified Evaluation of {A}udio{LLM}s",
    author = "Nguyen, Hoang H  and
      Surapaneni, Sidharth  and
      Suresh, Akshay Kalkunte  and
      Mehta, Jash  and
      Tiwari, Aman  and
      Bamgbose, Oluwanifemi  and
      Mahajan, Khyati  and
      Shah, Jash  and
      Radhakrishna, Shruthan  and
      Madhusudhan, Sathwik Tejaswi  and
      Yadav, Vikas  and
      Rajeswar, Sai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1338/",
    pages = "28360--28380",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zheng-etal-2026-clinconsensus,
    title = "{C}lin{C}onsensus: A Physician-Calibrated Benchmark for Evaluating Clinical Rubric Coverage in {C}hinese Medical {LLM}s",
    author = "Zheng, Xiang  and
      Li, Han  and
      Luo, Wenjie  and
      Zhai, Weiqi  and
      Li, Yiyuan  and
      Yan, Chuanmiao  and
      Yang, Xue  and
      Wu, Kailuan  and
      Xu, Ruiyi  and
      Lu, Tianyun  and
      Tang, Tianyi  and
      Ma, Yubo  and
      Yang, Kexin  and
      Yang, Sen  and
      Liu, Dayiheng  and
      Qu, Lin  and
      Zhao, Bing  and
      Wei, HU",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1339/",
    pages = "28381--28405",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lukk-2026-fairfund,
    title = "{F}air{F}und-Bench: Evaluating Distributive Bias in {LLM} Resource Allocation",
    author = "Lukk, Martin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1340/",
    pages = "28406--28424",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tak-etal-2026-process,
    title = "From Process Loss to Assembly Bonus: Human-Grounded Diagnosis of Multi-Agent {LLM} Collaboration",
    author = "Tak, Ala N.  and
      Misu, Teruhisa  and
      Akash, Kumar  and
      Zheng, Zhaobo  and
      Joo, Kevin  and
      Gratch, Jonathan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1341/",
    pages = "28425--28447",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jansen-2026-scientific,
    title = "The Scientific Contribution Graph: Automated Literature-based Technological Roadmapping at Scale",
    author = "Jansen, Peter",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1342/",
    pages = "28448--28475",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-cyberchainbench,
    title = "{C}yber{C}hain{B}ench: Can {AI} Agents Secure Smart Contracts Against Real-World On-Chain Vulnerabilities?",
    author = "Huang, Jintao  and
      Jiang, Fengqing  and
      Poovendran, Radha  and
      Lin, Zhiqiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1343/",
    pages = "28476--28491",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{khondaker-etal-2026-drflow,
    title = "{DRFLOW}: A Deep Research Benchmark for Personalized Workflow Prediction",
    author = "Khondaker, Md Tawkat Islam  and
      Li, Raymond  and
      Abdul-Mageed, Muhammad  and
      Lakshmanan, Laks V. S.  and
      Laradji, Issam H.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1344/",
    pages = "28492--28558",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{assumpcao-etal-2026-codeevolve,
    title = "{C}ode{E}volve: an open-source evolutionary framework for algorithmic discovery and optimization",
    author = "Assump{\c{c}}{\~a}o, Henrique  and
      Ferreira, Diego Leonardo Braga  and
      Lacerda Campos, Leandro Augusto  and
      Murai, Fabricio",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1345/",
    pages = "28559--28581",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{peleg-etal-2026-geometry,
    title = "The Geometry of Ignorance: Detecting Suppressed Knowledge in {LLM}s through Activation Fragmentation",
    author = "Peleg, Adar  and
      Alsheich, Dvir  and
      Ashuach, Tomer  and
      Mendelson, Avi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1346/",
    pages = "28582--28608",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-dart,
    title = "{DART}: Draft-Agreement Routing for Training-Free Adaptive Thinking Budgets in Hybrid Reasoning Models",
    author = "Lee, Jungseob  and
      Hong, Seongtae  and
      Lee, Seungjun  and
      Seo, Jaehyung  and
      Son, Junyoung  and
      Eo, Sugyeong  and
      Park, Chanjun  and
      Park, Hyeongju  and
      Moon, Hyeonseok  and
      Lim, Heuiseok",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1347/",
    pages = "28609--28625",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{khan-etal-2026-translation,
    title = "Translation Circuit Discovery and Targeted Optimization for Low-Resource Multilingual Translation",
    author = "Khan, Atai Waris  and
      Mazhar, Abdullah  and
      Kumar, Raghu  and
      Akhtar, Md Shad",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1348/",
    pages = "28626--28643",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-empirically,
    title = "Empirically Grounded Behavioral Adaptivity for {LLM}-Based Virtual Patients in Psychotherapy Training",
    author = "Chen, Angela  and
      Jin, Siwei  and
      Bao, Catherine  and
      Wang, Canwen  and
      Wang, Yi-Chia  and
      Kraut, Robert E.  and
      Wu, Tongshuang  and
      Zhu, Haiyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1349/",
    pages = "28644--28665",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{park-etal-2026-latent,
    title = "Latent-Level Uncertainty Resolution for Stable {EEG}-to-Text Decoding under Cross-Subject Variability",
    author = "Park, Sejin  and
      Lee, Jedong  and
      So, Yunhui  and
      Kim, Byung Hyung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1350/",
    pages = "28666--28679",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-towards-automatic,
    title = "Towards Automatic Evolution Tree Generation from Citation Graphs",
    author = "Zhao, Zexing  and
      Hu, Yuntong  and
      Zhao, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1351/",
    pages = "28680--28703",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bai-etal-2026-asyncwebrl,
    title = "{A}sync{W}eb{RL}: Efficient Asynchronous Reinforcement Learning for Multi-Step Visual Web Agents",
    author = "Bai, Hao  and
      Yang, Rui  and
      Ye, Chenlu  and
      Whitehead, Spencer  and
      Kumar, Aviral  and
      Zhang, Tong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1352/",
    pages = "28704--28722",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xiao-etal-2026-learning,
    title = "Learning to Reason by Analogy via Retrieval-Augmented Reinforcement Fine-Tuning",
    author = "Xiao, Zilin  and
      Ma, Qi  and
      Chen, Chun-cheng Jason  and
      Chen, Xintao  and
      Atreya, Avinash  and
      Chen, Hanjie  and
      Ordonez, Vicente",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1353/",
    pages = "28723--28740",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cekinmez-etal-2026-query,
    title = "Query Timing Produces Opposite Positional Biases Between {LLM}s and Humans",
    author = "Cekinmez, Jasin  and
      Wu, Addison J.  and
      Griffiths, Thomas L.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1354/",
    pages = "28741--28758",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{izhar-etal-2026-measuring,
    title = "Measuring Cultural Alignment Beyond the Average: A Framework for Evaluating Maternal-Health {LLM} Interactions in {I}ndian Contexts",
    author = "Izhar, Umaira  and
      Arora, Gunjan  and
      Singh, Pushpendra",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1355/",
    pages = "28759--28778",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gupta-etal-2026-costa,
    title = "{C}o{STA}$^*$: Cost-Sensitive Toolpath Agent for Multi-turn Image Editing",
    author = "Gupta, Advait  and
      Velaga, NandaKiran  and
      Nguyen, Dang  and
      Zhou, Tianyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1356/",
    pages = "28779--28814",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ma-kordjamshidi-2026-clamp,
    title = "{CLAMP}: Constrained Decoding for Vision-Language Embodied Planning",
    author = "Ma, Tianyi  and
      Kordjamshidi, Parisa",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1357/",
    pages = "28815--28845",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-mcpgen,
    title = "{MCPG}en: Benchmarking {LLM}s on Executable {MCP} Workflow Development",
    author = "Yang, Yingxuan  and
      Liu, Jiaqi  and
      Guan, Lirui  and
      Gao, Jiaye  and
      Liu, Weiwen  and
      Zhang, Weinan  and
      Wen, Ying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1358/",
    pages = "28846--28859",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{leng-etal-2026-rw2unsafe,
    title = "{RW}2{U}nsafe: Towards More Accurate Real-World Unsafe Generation Evaluation for {T}2{I} Models",
    author = "Leng, Ye  and
      Chu, Junjie  and
      Li, Mingjie  and
      Backes, Michael  and
      Shen, Yun  and
      Zhang, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1359/",
    pages = "28860--28873",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nusbaumer-etal-2026-structuralcost,
    title = "{S}tructural{C}ost: A controlled reading time dataset for modeling human sentence processing difficulty",
    author = "Nusbaumer, Nina  and
      de-Dios-Flores, Iria  and
      Bel, Corentin  and
      Pallier, Christophe  and
      Wisniewski, Guillaume  and
      Crabb{\'e}, Benoit",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1360/",
    pages = "28874--28888",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-detector,
    title = "Detector-Evasive {LLM} Paraphrasing via Constrained Policy Optimization",
    author = "Wang, Mingyi  and
      Shen, Zhuoer  and
      Bu, Yuheng  and
      Zou, Shaofeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1361/",
    pages = "28889--28914",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhong-etal-2026-crocodil,
    title = "{CROCODIL}: Cross-Model Code Editing with {LLM}s",
    author = "Zhong, Linghan  and
      Thimmaiah, Aditya  and
      Srinivasa, Jayanth  and
      Gligoric, Milos  and
      Li, Junyi Jessy",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1362/",
    pages = "28915--28933",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{longuepee-etal-2026-analyzing,
    title = "Analyzing the Effect of Media Takeovers on their Political Positioning",
    author = "Longu{\'e}p{\'e}e, Lubin  and
      Elbouanani, Akram  and
      Popescu, Adrian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1363/",
    pages = "28934--28963",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-dieng-2026-vendi,
    title = "Vendi Clustering for Diversity-Preserving Topic Reduction",
    author = "Kim, Sean  and
      Dieng, Adji Bousso",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1364/",
    pages = "28964--28980",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-towards-fine,
    title = "Towards Fine-grained and Robust Detection of Human{--}{AI} Co-authorship",
    author = "Zhao, Ziruo  and
      Fu, Jie  and
      Wang, Wendy Hui  and
      Zhu, Zining",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1365/",
    pages = "28981--28998",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zong-etal-2026-evolvingworld,
    title = "{E}volving{W}orld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World",
    author = "Zong, Qing  and
      Guo, Yue  and
      Yang, Mengxin  and
      Guo, Steven Y.  and
      Song, Yangqiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1366/",
    pages = "28999--29049",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-diffusion,
    title = "Diffusion-Proof: Recipe for Formal Theorem Proving Beyond Auto-Regressive Generation",
    author = "Wang, Ruida  and
      Pan, Rui  and
      Wang, Pengcheng  and
      Diao, Shizhe  and
      Zhang, Tong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1367/",
    pages = "29050--29076",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-vlms,
    title = "Do {VLM}s Read or Rewrite? On Transcription Faithfulness in Vision-Language Models",
    author = "Lee, Gwang Gook  and
      Ak, Kenan E.  and
      Mohta, Jay  and
      Xu, Yan  and
      Dimitriadis, Dimitrios",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1368/",
    pages = "29077--29092",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-croco,
    title = "{C}ro{C}o: Cross-Lingual Contrastive Preference Tuning on Self-Generations",
    author = "Zhang, Mike  and
      Basirat, Ali  and
      Elliott, Desmond",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1369/",
    pages = "29093--29120",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lu-etal-2026-omnilayout,
    title = "{O}mni{L}ayout: A Schematic-Coupled Multimodal Benchmark for Geometric Reasoning in {PCB} Layout",
    author = "Lu, Taiting  and
      Lin, Kaiyuan  and
      Wang, Mingjia  and
      Ye, Haolin  and
      Liu, Runze  and
      Tian, Yuxin  and
      Melkonyan, Vahe  and
      Wang, Haoyu  and
      Wang, Muchuan  and
      Hong, Chufan  and
      Yang, Yifan  and
      Chen, Sung-Liang  and
      Chen, Yi-Chao  and
      Jin, Yincheng  and
      Gowda, Mahanth",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1370/",
    pages = "29121--29147",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{srinivas-etal-2026-thinking,
    title = "Thinking While Speaking: Inference-Time Knowledge Transfer for Responsive and Intelligent Conversational Voice Agents",
    author = "Srinivas, Vidya  and
      Englhardt, Zachary  and
      Iyer, Vikram  and
      Patel, Shwetak",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1371/",
    pages = "29148--29187",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-disappearing,
    title = "Disappearing Ink: Obfuscation Breaks N-gram Code Watermarks in Theory and Practice",
    author = "Zhang, Gehao  and
      Li, Mingzhe  and
      Bagdasarian, Eugene  and
      Ma, Shiqing  and
      Zhai, Juan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1372/",
    pages = "29188--29219",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-urban,
    title = "{URBAN}-{PROTOS}: Discrete Semantic Prototypes for Cross-City Region Representation Learning",
    author = "Xu, Zihang  and
      Feng, Xinshun  and
      Xie, Haozhi  and
      Qiao, Yi  and
      Han, Liangzhe  and
      Sun, Leilei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1373/",
    pages = "29220--29235",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{pirenne-etal-2026-deference,
    title = "Deference with attributions in {LLM} Cascades",
    author = "Pirenne, Lize  and
      Lambrechts, Gaspard  and
      Marlier, Norman  and
      Bonardeaux, Maxence De La Brassinne  and
      Louppe, Gilles  and
      Ernst, Damien",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1374/",
    pages = "29236--29242",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{rallapalli-etal-2026-interpretable,
    title = "Interpretable Stylistic Variation in Human and {LLM} Writing Across Genres, Models, and Decoding Strategies",
    author = "Rallapalli, Swati  and
      Gallagher, Shannon K.  and
      Yurko, Ronald  and
      Brooks, Tyler  and
      Loughin, Chuck  and
      Sezgin, Michele  and
      Turri, Violet",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1375/",
    pages = "29243--29261",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{okonkwo-etal-2026-hypokg,
    title = "{H}ypo{KG}: Evidence-Disciplined Biomedical Hypothesis Generation Beyond Endpoint Knowledge",
    author = "Okonkwo, Dominic  and
      Okunoye, Adetayo O.  and
      Arpinar, I. Budak",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1376/",
    pages = "29262--29278",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jia-etal-2026-prioritizing,
    title = "Prioritizing the Best: Incentivizing Reliable Multimodal Reasoning by Rewarding Beyond Answer Correctness",
    author = "Jia, Mengzhao  and
      Zhang, Zhihan  and
      Jiang, Meng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1377/",
    pages = "29279--29295",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tang-etal-2026-taylormlp,
    title = "Why {T}aylor{MLP} Fails? Revisiting {LLM} Weight Protection Schemes with Adversarial Games",
    author = "Tang, Bintao  and
      Yang, Xin  and
      Li, Letian  and
      Meng, Yu  and
      Lui, Kwok Wai  and
      Wang, Yuhao  and
      Ji, Zimo  and
      Zhang, Terry Jingchen  and
      Jiang, Wenyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1378/",
    pages = "29296--29310",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{grief-albert-etal-2026-emulate,
    title = "Emulate or Estimate? The Divergent Strengths of Base and Post-Trained Language Models for Opinion Simulation",
    author = "Grief-Albert, Seth  and
      Bo, Jessica  and
      Jiao, Difan  and
      Anderson, Ashton",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1379/",
    pages = "29311--29320",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{benigeri-birnbaum-2026-characterizing,
    title = "Characterizing and assessing robust conversational interaction: Amendments in order specification",
    author = "Benigeri, Simon  and
      Birnbaum, Larry",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1380/",
    pages = "29321--29360",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-tuning,
    title = "Tuning Just Enough: Lightweight Backdoor Attacks on Multi-Encoder Diffusion Models",
    author = "Chen, Ziyuan  and
      Jeong, Yujin  and
      Braun, Tobias  and
      Rohrbach, Anna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1381/",
    pages = "29361--29379",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-massive,
    title = "Massive Spikes in {LLM}s are Bias Vectors: Mechanistic Uncovering and Spike-Free Quantization",
    author = "Chen, Yung-Chin  and
      Lee, Chung Peng  and
      Liou, Ze-Wei  and
      Verma, Naveen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1382/",
    pages = "29380--29404",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bremerman-etal-2026-translating,
    title = "Translating the Untranslatable: An Operationalizable Ontology for Untranslatability",
    author = "Bremerman, Jacob  and
      Joshi, Brihi  and
      Arai, Hirona Jacqueline  and
      Ren, Xiang  and
      May, Jonathan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1383/",
    pages = "29405--29422",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{oren-etal-2026-generating,
    title = "Generating Clinical Vignettes that Preserve Cognitive Formulations",
    author = "Oren, Amit  and
      Hertz-Palmor, Nimrod  and
      Ariel, Dean  and
      Laban, Guy",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1384/",
    pages = "29423--29472",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-mechpunbench,
    title = "{M}ech{P}un{B}ench: A Bilingual Mechanism-Centered Benchmark for Pun Understanding and Generation",
    author = "Zhang, Tianwei  and
      Gu, Zihan  and
      Wang, Jiayu  and
      Ma, Tianyi  and
      Lu, Jiacheng  and
      Li, Jinyu  and
      Zhang, Hua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1385/",
    pages = "29473--29500",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yoo-etal-2026-adaptive,
    title = "Adaptive Cost-Efficient Evaluation for Reliable Patent Claim Generation",
    author = "Yoo, Yongmin  and
      Xu, Qiongkai  and
      Cao, Longbing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1386/",
    pages = "29501--29518",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bandarkar-etal-2026-large,
    title = "Large Reasoning Models Struggle to Transfer Parametric Knowledge Across Scripts",
    author = "Bandarkar, Lucas  and
      Ansell, Alan  and
      Cohn, Trevor",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1387/",
    pages = "29519--29529",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hu-etal-2026-tracing-latent,
    title = "Tracing the Latent Threads: A Mechanistic Study of How {LLM}s Represent and Operationalize Race and Ethnicity Cues",
    author = "Hu, Shiyue  and
      Li, Ruizhe  and
      Gao, Yanjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1388/",
    pages = "29530--29545",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{muckatira-etal-2026-crowdmath,
    title = "{CROWDMATH}: A Dataset of Crowdsourced Mathematical Research Discussions",
    author = "Muckatira, Sherin  and
      Geneson, Jesse  and
      Gerovitch, Slava  and
      Etingof, Pavel  and
      Gronas, Mikhail  and
      Rumshisky, Anna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1389/",
    pages = "29546--29562",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{azghan-etal-2026-latent,
    title = "Latent-{L}o{RA}: Compact Latent-Space Adapters with Gradient-Free Routing for Continual Learning",
    author = "Azghan, Reza Rahimi  and
      Gudur, Gautham Krishna  and
      Turaga, Pavan K.  and
      Pedrielli, Giulia  and
      Ghasemzadeh, Hassan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1390/",
    pages = "29563--29580",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jia-etal-2026-balancerag,
    title = "{B}alance{RAG}: Joint Risk Calibration for Cascaded Retrieval-Augmented Generation",
    author = "Jia, Zijun  and
      Ye, Yuanchang  and
      Jia, Sen  and
      Qian, Yiyao  and
      Wang, Haoning  and
      Chen, Baojie  and
      Tang, Diyin  and
      Yu, Jinsong  and
      Wang, Zhiyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1391/",
    pages = "29581--29609",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jung-etal-2026-fork,
    title = "Fork-Merge Decoding: Enhancing Multimodal Understanding in Audio-Visual Large Language Models",
    author = "Jung, Chaeyoung  and
      Jang, Youngjoon  and
      Choi, Jongmin  and
      Chung, Joon Son",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1392/",
    pages = "29610--29629",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yue-etal-2026-static,
    title = "From Static Templates to Dynamic Runtime Graphs: A Survey of Workflow Optimization for {LLM} Agents",
    author = "Yue, Ling  and
      Bhandari, Kushal Raj  and
      Ko, Ching-Yun  and
      Patel, Dhaval C  and
      Lin, Shuxin  and
      Zhou, Nianjun  and
      Gao, Jianxi  and
      Chen, Pin-Yu  and
      Pan, Shaowu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1393/",
    pages = "29630--29658",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jang-etal-2026-towards,
    title = "Towards Structured Mechanistic Reasoning in Single-cell Prediction",
    author = "Jang, Yunhui  and
      Zhu, Lu  and
      Fawkes, Jake  and
      Denton, Alisandra Kaye  and
      Beaini, Dominique  and
      Noutahi, Emmanuel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1394/",
    pages = "29659--29694",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-genomas,
    title = "{G}eno{MAS}: Guided Multi-Agent Programming for Scientific Discovery from Genomic Data",
    author = "Liu, Haoyang  and
      Li, Yijiang  and
      Wang, Haohan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1395/",
    pages = "29695--29738",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{han-etal-2026-think,
    title = "Think You Have Solved Commonsense Reasoning? Try {H}ella{S}wag{U}ltra",
    author = "Han, Wenhan  and
      Zhang, Yifan  and
      Liu, Binbin  and
      Pechenizkiy, Mykola  and
      Zheng, Yin  and
      Fang, Meng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1396/",
    pages = "29739--29758",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{he-etal-2026-disentangling,
    title = "Disentangling Representation Evolution in Transformers through Directional Decomposition",
    author = "He, Shwai  and
      Zhang, Haichao  and
      Yan, Shen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1397/",
    pages = "29759--29772",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cornelius-etal-2026-cane,
    title = "{CANE} is a Format: Rethinking Output Formats for Few-Shot {LLM}-Based Named Entity Recognition",
    author = "Cornelius, Joseph  and
      Ito, Kei K  and
      Rinaldi, Fabio",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1398/",
    pages = "29773--29800",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{budathoki-etal-2026-understanding,
    title = "Understanding the Role of Prompt Template in Knowledge Distillation for Safety Alignment",
    author = "Budathoki, Anjila  and
      Dhakal, Manish  and
      Ampel, Benjamin M.  and
      Ding, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1399/",
    pages = "29801--29817",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hsu-etal-2026-listen,
    title = "Listen to the Latents: Self-Correcting Speech Recognition in Large Audio Language Models Through Hidden-State Interactions",
    author = "Hsu, Chan-Jan  and
      Kim, Jaeyeon  and
      Yang, Chao-Han Huck  and
      Watanabe, Shinji  and
      Lee, Hung-yi  and
      Busso, Carlos",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1400/",
    pages = "29818--29841",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kumbhar-etal-2026-cogtrl,
    title = "{COGTRL}: Training {LLM}s for Scientific Discovery Assistance using Cognitive Traces via Reinforcement Learning",
    author = "Kumbhar, Shrinidhi  and
      Mashetty, Santosh  and
      Handa, Divij  and
      Coutinho, Kevin  and
      Ghule, Siddharth Sambhaji  and
      Baral, Chitta",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1401/",
    pages = "29842--29887",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tran-etal-2026-mlops,
    title = "{MLO}ps-Bench: Benchmarking {AI} Agents on Production {ML} Engineering in Real Repositories",
    author = "Tran, Quoc Co  and
      Patel, Hitesh Laxmichand  and
      Mahajan, Diwakar  and
      Bakliwal, Kshitij  and
      Sil, Avi  and
      Kirchhoff, Katrin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1402/",
    pages = "29888--29903",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{islam-etal-2026-register,
    title = "Register Shifts Break {LLM} Safety: A {B}engali Benchmark with Culturally Grounded Harms",
    author = "Islam, Naymul  and
      Lia, Nusrat Jahan  and
      Roy Dipta, Shubhashis  and
      Sultan, Sabik Bin  and
      Zehady, Abdullah Khan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1403/",
    pages = "29904--29923",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{pei-etal-2026-clore,
    title = "{C}lo{R}e: Closed-Loop Reasoning via Intermediate-State Maintenance for Multi-Hop Question Answering",
    author = "Pei, Yingxin  and
      Han, Yuantao  and
      Li, Ruiting  and
      Ji, Binquan  and
      Luo, Haibo  and
      Lu, Yifei  and
      Ren, Feiliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1404/",
    pages = "29924--29953",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tan-etal-2026-compliance,
    title = "Compliance vs. Sensibility: On the Reasoning Controllability in Large Language Models",
    author = "Tan, Xingwei  and
      Valentino, Marco  and
      Akhter, Mahmud Elahi  and
      Zhou, Yuxiang  and
      Liakata, Maria  and
      Aletras, Nikolaos",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1405/",
    pages = "29954--29969",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{english-etal-2026-ginsign,
    title = "{G}in{S}ign: Grounding Natural Language Into System Signatures for Temporal Logic Translation",
    author = "English, William H  and
      Walker, Chase  and
      Simon, Dominic  and
      Ewetz, Rickard",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1406/",
    pages = "29970--29988",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{acikgoz-etal-2026-tool,
    title = "{T}ool-{R}0: Self-Evolving {LLM} Agents for Tool-Learning from Zero Data",
    author = {Acikgoz, Emre Can  and
      Qian, Cheng  and
      H{\"u}botter, Jonas  and
      Ji, Heng  and
      Hakkani-T{\"u}r, Dilek  and
      Tur, Gokhan},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1407/",
    pages = "29989--30017",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yin-etal-2026-learning,
    title = "Learning Composable Chains-of-Thought",
    author = "Yin, Fangcong  and
      Liu, Zeyu Leo  and
      Leqi, Liu  and
      Ye, Xi  and
      Durrett, Greg",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1408/",
    pages = "30018--30044",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mehta-etal-2026-randomized,
    title = "Randomized {Y}a{RN} Improves Length Generalization for Long-Context Reasoning",
    author = "Mehta, Manas  and
      Yin, Fangcong  and
      Durrett, Greg",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1409/",
    pages = "30045--30055",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{torres-etal-2026-citar,
    title = "{CITAR}-{NER}-Br: A Unified {NER} Dataset for Fine-Grained Legal Citation Extraction in {B}razilian {P}ortuguese",
    author = "Torres, Arthur Elwing  and
      Silva, Altigran da  and
      Albuquerque, Hidelberg Oliveira  and
      Pereira, Ellen Polliana Ramos Souza  and
      Albuquerque, H{\'e}ldon Jos{\'e} Oliveira  and
      Da Silva, N{\'a}dia F{\'e}lix Felipe  and
      Dias, M{\'a}rcio De Souza  and
      Vit{\'o}rio, Douglas  and
      Spritzer, Andre Suslik  and
      de Gouveia, Laura Pereira  and
      de Gouveia, Rafael Pereira  and
      Lima, Breno Gabriel De Melo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1410/",
    pages = "30056--30069",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-composition,
    title = "Composition Collapse: Stable Factual Knowledge Does Not Imply Compositional Reasoning",
    author = "Yu, Zhe  and
      Xing, Wenpeng  and
      Wei, Yunzhao  and
      Chen, Jie  and
      Wang, Hongzhi  and
      Teng, Xuyang  and
      Han, Meng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1411/",
    pages = "30070--30092",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tran-etal-2026-step,
    title = "Step-by-Step {CCG} Parsing with Large Language Models",
    author = "Tran, Tu-Anh  and
      Han, Namgi  and
      Ishii, Taiga  and
      Miyao, Yusuke",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1412/",
    pages = "30093--30115",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mittal-etal-2026-textnca,
    title = "{T}ext{NCA}: Neural Cellular Automata for Language Modeling via Hierarchical Local Attention",
    author = "Mittal, Avni  and
      Anand, Avinash  and
      Kumar, Ashutosh  and
      Kukreja, Dikshant  and
      Prasad, Kritarth  and
      Dulloo, Sushane  and
      Cambria, Erik  and
      Liu, Timothy  and
      Wang, Zhengkui  and
      Shah, Rajiv Ratn",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1413/",
    pages = "30116--30141",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-ideea,
    title = "{IDEEA}: training-free Input-Dependent st{EE}ring via Activation cluster matching",
    author = "Wang, Zheng  and
      Li, Muchen  and
      Liao, Renjie  and
      Leng, Yan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1414/",
    pages = "30142--30160",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-long,
    title = "Long-Context Demonstration Selection Using State Space Models",
    author = "Zhang, Ziniu  and
      Zhang, Zhenshuo  and
      Xiong, Ruoxuan  and
      Cooperman, Gene  and
      Zhang, Hongyang R.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1415/",
    pages = "30161--30178",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-agentic-uncertainty,
    title = "Agentic Uncertainty Quantification",
    author = "Zhang, Jiaxin  and
      Choubey, Prafulla Kumar  and
      Huang, Kung-Hsiang  and
      Xiong, Caiming  and
      Wu, Chien-Sheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1416/",
    pages = "30179--30209",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{pan-etal-2026-retrieval,
    title = "Retrieval-Augmented Foundation Models for Matched Molecular Pair Transformations to Recapitulate Medicinal Chemistry Intuition",
    author = "Pan, Bo  and
      Qiao, Yang  and
      Zhang, Peter Zhiping  and
      Pang, Hao-Wei  and
      Zhu, Alex  and
      Yu, Xiang  and
      Zhang, Liying  and
      Zhao, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1417/",
    pages = "30210--30223",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-thinking-visual,
    title = "Thinking with Visual Grounding",
    author = "Zhang, Junkai  and
      Deng, Yihe  and
      Chang, Kai-Wei  and
      Wang, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1418/",
    pages = "30224--30237",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{khan-etal-2026-radjepa,
    title = "{R}ad{JEPA}: Radiology Encoder for Chest {X}-{R}ays via Joint Embedding Predictive Architecture",
    author = "Khan, Anas Anwarul Haq  and
      Husain, Mariam  and
      Jalan, Pratik  and
      Jadhav, Kshitij Sharad",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1419/",
    pages = "30238--30259",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-many,
    title = "Many-Tier Instruction Hierarchy in {LLM} Agents",
    author = "Zhang, Jingyu  and
      Li, Tianjian  and
      Jurayj, William  and
      Zhan, Hongyuan  and
      Van Durme, Benjamin  and
      Khashabi, Daniel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1420/",
    pages = "30260--30282",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-syps,
    title = "{S}y{PS}: Measuring Sycophancy Prompt Sensitivity in Large Language Models",
    author = "Huang, Lijia  and
      Fu, Yao  and
      Ren, Sihao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1421/",
    pages = "30283--30297",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yuan-etal-2026-mmgist,
    title = "{MMG}ist: A Comprehensive Multimodal Benchmark for 2027",
    author = "Yuan, Wenzhen  and
      Ruan, Jiacheng  and
      Xiong, Wutao  and
      Zhao, Chengping  and
      Liu, Ting  and
      fu, Yuzhuo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1422/",
    pages = "30298--30314",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qiu-jialingan-2026-reasoning,
    title = "When Reasoning Meets Structure: Understanding Reasoning Strategies for Structured Analysis",
    author = "Qiu, Xin  and
      Jialingan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1423/",
    pages = "30315--30349",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-weclawarena,
    title = "{W}e{C}law{A}rena: An Auditable Sandbox and Benchmark for Cross-User Agents Collaboration and Security in Human-Centered Agent Networks",
    author = "Wang, Prince Zizhuang  and
      Yuan, Aojie  and
      Zhang, Haiyue  and
      Hu, Xiyang  and
      Zhao, Yue  and
      Jiang, Shuli",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1424/",
    pages = "30350--30377",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-adrd,
    title = "{ADRD}-Bench: An {LLM} Benchmark for {A}lzheimer{'}s Disease and Related Dementias",
    author = "Zhao, Guangxin  and
      Zheng, Jiahao  and
      Boustani, Malaz  and
      Nabrzyski, Jaroslaw  and
      Shi, Yiyu  and
      Jiang, Meng  and
      Zheng, Zhi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1425/",
    pages = "30378--30395",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xie-etal-2026-flexee,
    title = "{F}lex{EE}: Self-Speculative and {KV}-Compatible Early Exiting for Offloading-Aware {LLM} Inference",
    author = "Xie, Qihu  and
      Li, Ziwei  and
      Kang, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1426/",
    pages = "30396--30411",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ding-etal-2026-agent,
    title = "Agent Skill Evaluation and Evolution: Frameworks and Benchmarks",
    author = "Ding, Kexin  and
      Zhou, Yang  and
      Jin, Can  and
      Tong, Feng  and
      Zhou, Mu  and
      Metaxas, Dimitris N.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1427/",
    pages = "30412--30431",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tao-etal-2026-intent,
    title = "Intent-Driven Situation Tracking for User-Centric Multi-Turn Agents",
    author = "Tao, Meiling  and
      Tao, Yiling  and
      Wang, Peng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1428/",
    pages = "30432--30449",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{radola-etal-2026-improving,
    title = "Improving Language Identification for Code-Switched Utterances with Integer Linear Programming",
    author = "Rado{\l}a, Joanna  and
      Crego, Josep  and
      Yvon, Fran{\c{c}}ois",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1429/",
    pages = "30450--30468",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wong-tanner-2026-analyzing,
    title = "Analyzing Traditional and Neural Approaches to Multilingual Readability Assessment",
    author = "Wong, Joshua  and
      Tanner, Chris",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1430/",
    pages = "30469--30482",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kishino-etal-2026-domain,
    title = "Domain Mixture Design via Log-Likelihood Differences for Aligning Language Models with a Target Model",
    author = "Kishino, Ryo  and
      Shiomi, Riku  and
      Yamagiwa, Hiroaki  and
      Oyama, Momose  and
      Shimodaira, Hidetoshi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1431/",
    pages = "30483--30499",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tang-yeh-2026-finraq,
    title = "{F}in{RAQ}: Financial News Reasoning through Importance Ranking and Socratic Questioning",
    author = "Tang, Zee Hen  and
      Yeh, Mi-Yen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1432/",
    pages = "30500--30547",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-igtf,
    title = "{IGTF}: Intent-Guided, Game-Inspired Structured Intent Calibration for {LLM}-Assisted Fake News Detection",
    author = "Xu, Kun  and
      Mou, Zongyuan  and
      Rao, Yuan  and
      Xin, Yufei  and
      Xin, Tingting",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1433/",
    pages = "30548--30575",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ma-etal-2026-activemedagent,
    title = "{A}ctive{M}ed{A}gent: Cost-Aware Trajectory Learning for Multimodal Medical Diagnosis",
    author = "Ma, Weiwei  and
      Yu, Xiaobing  and
      Qiu, Peijie  and
      Yang, Jin  and
      An, Zhaoqi  and
      Dong, Xuanzhao  and
      Zhao, Xiaoqi  and
      Liu, Xiaofeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1434/",
    pages = "30576--30595",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hu-etal-2026-attention,
    title = "Attention-Steered Vision-Language Models for Sign Language Translation",
    author = "Hu, Meibo  and
      Sun, Guohao  and
      Ross, Annemarie D.  and
      Li, Sheng  and
      Tao, Zhiqiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1435/",
    pages = "30596--30611",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{abramovich-chechik-2026-ablationbench,
    title = "{A}blation{B}ench: Evaluating Automated Planning of Ablations in Empirical {AI} Research",
    author = "Abramovich, Talor  and
      Chechik, Gal",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1436/",
    pages = "30612--30651",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shih-etal-2026-mp,
    title = "{MP}-Bench: Evaluating Voice Agents as a Multiparty Conversation Participant",
    author = "Shih, Yi-Jen  and
      Kuan, Shih-Yun Shan  and
      Lin, Guan-Ting  and
      Chang, Kai-Wei  and
      Arora, Siddhant  and
      Yang, Shu-wen  and
      Mohamed, Abdelrahman  and
      Watanabe, Shinji  and
      Lee, Hung-yi  and
      Harwath, David",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1437/",
    pages = "30652--30671",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ebrahimi-etal-2026-citations,
    title = "From Citations to Contributions: {LLM}-Assisted Credit Scoring of Research Articles",
    author = "Ebrahimi, Sana  and
      Shetiya, Suraj  and
      Asudeh, Abolfazl",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1438/",
    pages = "30672--30698",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-aim,
    title = "{AIM}: Anchor Identity Features, Then Match for Multimodal Large Language Model Unlearning",
    author = "Lee, Wonjun  and
      Jang, Jaehyuk  and
      Ko, Kangwook  and
      Kim, Hee-Seon  and
      Kim, Changick",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1439/",
    pages = "30699--30722",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-llm-assisted,
    title = "{LLM}-assisted Data Quality Improvement: {SRL} as a Case Study",
    author = "Wang, Lijie  and
      Liu, Yahui  and
      Zhang, Yue  and
      Li, Zhenghua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1440/",
    pages = "30723--30738",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-reflection,
    title = "When Reflection Helps: Utility-Guided Advantage Rescaling for Efficient Reasoning",
    author = "Lee, Jungyu  and
      Lee, Kunhui  and
      Min, Dongwook  and
      Kang, Jeonhwi  and
      Na, Seung-Hoon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1441/",
    pages = "30739--30760",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{govindan-etal-2026-identifying,
    title = "Identifying Temporal Features within Transcoders for Time Sensitive Factual Recall",
    author = "Govindan, Sanjay  and
      Pagnucco, Maurice  and
      Song, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1442/",
    pages = "30761--30782",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kwon-etal-2026-computational,
    title = "Computational surprisal is not enough: Discourse prominence modulates human eye-movement patterns but not {GPT} expectations in {K}orean",
    author = "Kwon, Nayoung  and
      Shin, Gyu-Ho  and
      Mun, Seongmin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1443/",
    pages = "30783--30796",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-pointwise,
    title = "Am {I} More Pointwise or Pairwise? Revealing Position Bias in Rubric-Based {LLM}-as-a-Judge",
    author = "Xu, Yuzheng  and
      Hirasawa, Tosho  and
      Kozuno, Tadashi  and
      Ushiku, Yoshitaka",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1444/",
    pages = "30797--30812",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-perceive,
    title = "Perceive-Then-Adjudicate: A Multi-Agent Framework for Resolving Knowledge-Evidence Conflicts in {LLM} Fact-Checking",
    author = "Zhang, Yongcheng  and
      Zhang, Xin  and
      Li, Fei  and
      Teng, Chong  and
      Yang, Jiang-Ming  and
      Ji, Donghong  and
      Li, Zhuang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1445/",
    pages = "30813--30833",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{rayhanul-masud-etal-2026-reward,
    title = "Reward Engineering for Software Tasks: A Survey of Reinforcement Learning Approaches",
    author = "Rayhanul Masud, Md  and
      Wasi, Azmine Toushik  and
      Rahman, Salman  and
      Parvez, Md Rizwan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1446/",
    pages = "30834--30846",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yuan-etal-2026-divide,
    title = "Divide, Conquer, and Distill: Unified Sample Selection and {LLM} Distillation for Noisy Long-Tailed Learning",
    author = "Yuan, Bo  and
      Chen, Yulin  and
      Cao, Jie  and
      Gao, Mei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1447/",
    pages = "30847--30864",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-evidocvlm,
    title = "{E}vi{D}oc{VLM}: Evidence-Aligned Reinforcement Learning for Multi-Page Document Question Answering",
    author = "Liu, Anran  and
      Cao, Zongsheng  and
      Xie, Jun  and
      Chen, Feng  and
      Wang, Zigan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1448/",
    pages = "30865--30875",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{song-etal-2026-intrinsic,
    title = "Intrinsic Attention as Navigator: A Non-Generative Retrieval Method for Multi-Hop Queries",
    author = "Song, Linwei  and
      Zhang, Weijie  and
      Chen, WeiDi  and
      Lai, Huixia  and
      Zhang, Shi  and
      Xiao, Ruliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1449/",
    pages = "30876--30892",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-hap,
    title = "{HAP}: Head-Adaptive Visual Token Pruning via Cross-Modal Alignment",
    author = "Sun, Yuanhao  and
      Ji, Huawei  and
      Jin, Yuan  and
      Deng, Cheng  and
      Fu, Luoyi  and
      Wang, Xinbing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1450/",
    pages = "30893--30911",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sansoterra-etal-2026-seeing,
    title = "Seeing Through Conflicts: Improving Instruction Hierarchy Alignment in Vision-Language Models",
    author = "Sansoterra, Nicholas  and
      Zheng, Zishuo  and
      Kumar, Sachin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1451/",
    pages = "30912--30927",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-minduntangler,
    title = "{M}ind{U}ntangler: Resolving Cognitive Entanglements via Multi-Agent Topological Routing in Psychological Counseling",
    author = "Liu, Xiaoyu  and
      Diao, Yufeng  and
      Zeng, Jingjie  and
      Li, Shiqi  and
      Zhang, Hao  and
      Yang, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1452/",
    pages = "30928--30946",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yao-etal-2026-maskills,
    title = "{MAS}kills: Continual Skills Optimization for Multi-Agent {LLM} Systems",
    author = "Yao, Huaiyuan  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1453/",
    pages = "30947--30957",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-multimodal,
    title = "Can Multimodal Large Language Models Generate and Detect Multimodal Social Media Fake News?",
    author = "Yang, Jiyao  and
      Liu, Yang  and
      Qin, Zhenyue  and
      Chen, Qingyu  and
      Zhang, Xiuzhen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1454/",
    pages = "30958--30972",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-beyond-prompts,
    title = "Beyond Prompts: Measuring and Optimizing {LLM} Tool-Agent Harnesses",
    author = "Zhao, Cen  and
      Ruan, Haibo  and
      Chen, Wenjie  and
      Tu, Pei-fen  and
      Abbasi, Usman  and
      Hesch, Joel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1455/",
    pages = "30973--30991",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-gets,
    title = "What Gets Unmasked First? Trajectory Analysis of Diffusion Models for Graph-to-Text Generation",
    author = "Wang, Qing  and
      Devasier, Jacob  and
      Li, Chengkai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1456/",
    pages = "30992--31012",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gui-etal-2026-sve,
    title = "{SVE}-Loom: Improving Session-Level Reliability for Natural-Language-to-{SVE} Code Generation with Bounded Feedback",
    author = "Gui, Haoyuan  and
      Sheng, Hongjiao  and
      Zhang, Yifan  and
      Li, Huiyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1457/",
    pages = "31013--31029",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-notes2skills,
    title = "{N}otes2{S}kills: From Lab Notebooks to Certainty-Aware Scientific Agent Skills",
    author = "Liu, Shi  and
      Chen, Jiayao  and
      Qin, Chengwei  and
      HU, Yanqing  and
      Zhang, Jufan  and
      Yang, Linyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1458/",
    pages = "31030--31047",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{abbes-etal-2026-layer,
    title = "What Does Layer-Importance Reveal About Transformers and State-Space Models?",
    author = "Abbes, Istabrak  and
      Islah, Nizar  and
      Rish, Irina  and
      Chandar, Sarath",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1459/",
    pages = "31048--31075",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{manoranjan-etal-2026-shard,
    title = "{SHARD}: Safe and Helpful Alignment via Self-Reframing Distillation",
    author = "Manoranjan, Viswonathan  and
      Gupta, Amogh  and
      Vijjini, Anvesh Rao  and
      Hofweber, Thomas  and
      Chaturvedi, Snigdha",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1460/",
    pages = "31076--31103",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-empowering-llm,
    title = "Empowering {LLM} Agents with Geospatial Awareness: Toward Grounded Reasoning for Wildfire Response",
    author = "Chen, Yiheng  and
      Li, Lingyao  and
      Ma, Zihui  and
      Hu, Qikai  and
      Zhu, Yilun  and
      Deng, Min  and
      Yu, Runlong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1461/",
    pages = "31104--31120",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-robotrustbench,
    title = "{R}obo{T}rust{B}ench: Benchmarking the Trustworthiness of Video World Models for Robotic Manipulation",
    author = "Li, Huiqiong  and
      Wang, Jiayu  and
      Mei, Zhiting  and
      Majumdar, Anirudha  and
      Chen, Jingjing  and
      Zhu, Bin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1462/",
    pages = "31121--31147",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{anaedevha-etal-2026-fedloraguard,
    title = "{F}ed{L}o{RAG}uard: Federated Dynamic Graph Neural Networks with Differential-Privacy Certificates for {L}o{RA} Adapter Integrity Verification",
    author = "Anaedevha, Roger Nick  and
      Trofimov, Alexander  and
      Vladimirovich, Borodachev Yuri",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1463/",
    pages = "31148--31161",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-models,
    title = "When Models Hear What They Expect: Diagnosing Prosodic Heuristics in Multimodal Sarcasm Detection",
    author = "Chen, Yongjian  and
      Wei, Pengfei  and
      Sun, Yiqun  and
      Li, Zhu  and
      Hsieh, Lawrence B.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1464/",
    pages = "31162--31181",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wen-etal-2026-budgetthinker,
    title = "{B}udget{T}hinker: Empowering Budget-aware {LLM} Reasoning with Control Tokens",
    author = "Wen, Hao  and
      Wu, Xinrui  and
      Sun, Yi  and
      Zhang, Feifei  and
      Chen, Liye  and
      Wang, Jie  and
      Su, Yifan  and
      Liu, Yunxin  and
      Zhang, Ya-Qin  and
      Li, Yuanchun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1465/",
    pages = "31182--31205",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{pan-etal-2026-thinking,
    title = "Does Thinking Help Fairness? Reasoning Tokens Resolve Some Biases but Create More",
    author = "Pan, Deng  and
      Germino, Joe  and
      Ma, Yihong  and
      Daly, Elizabeth M.  and
      Moniz, Nuno  and
      Hua, Ting  and
      Chawla, Nitesh V.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1466/",
    pages = "31206--31222",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kang-etal-2026-adaculturesafe,
    title = "{A}da{C}ulture{S}afe: Adaptive Cultural Safety Grounded by Cultural Knowledge in Large Language Models",
    author = "Kang, Hankun  and
      Lin, Di  and
      Liao, Zhirong  and
      Bai, Pengfei  and
      Zeng, Xinyi  and
      Jiang, Jiawei  and
      Zhu, Yuanyuan  and
      Liu, Dexi  and
      Qian, Tieyun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1467/",
    pages = "31223--31247",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-sdrag,
    title = "{SDRAG}: Sub-question Dependency-Aware Retrieval-Augmented Generation for Multi-hop Question Answering",
    author = "Wang, Mengze  and
      Liu, Huan  and
      Dong, Yixiang  and
      Zhang, Lingling  and
      Hu, Bo  and
      Li, Zhuohang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1468/",
    pages = "31248--31264",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wen-etal-2026-parathinker,
    title = "{P}ara{T}hinker: Native Parallel Reasoning for Scaling {LLM} Test-Time Compute",
    author = "Wen, Hao  and
      Su, Yifan  and
      Zhang, Feifei  and
      Wu, Xinrui  and
      Sun, Yi  and
      Liu, Yunxin  and
      Liu, Yunhao  and
      Zhang, Ya-Qin  and
      Li, Yuanchun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1469/",
    pages = "31265--31285",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ding-etal-2026-orchestrating,
    title = "Orchestrating Hidden-Intermediate Pruning-and-Distill for {M}o{E}s Slimming",
    author = "Ding, Yifu  and
      Jing, Yongcheng  and
      Wang, Chengyu  and
      Huang, Jun  and
      Tao, Dacheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1470/",
    pages = "31286--31305",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{srey-etal-2026-towards,
    title = "Towards Reliable Truth-Aligned Uncertainty Estimation in Large Language Models",
    author = "Srey, Ponhvoan  and
      Nguyen, Quang Minh  and
      Wu, Xiaobao  and
      Luu, Anh Tuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1471/",
    pages = "31306--31321",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-proevent,
    title = "{P}ro{E}vent: An Event-centric Benchmark for Proactive Agents",
    author = "Li, Guanzhen  and
      Pan, Liangming  and
      Wang, Leye",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1472/",
    pages = "31322--31336",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhu-etal-2026-fcprag,
    title = "{FCPRAG}: Fusion-Controller Parametric Retrieval-Augmented Generation for Stable Multi-Passage {L}o{RA} Injection",
    author = "Zhu, Jinchang  and
      Li, Jindong  and
      Ding, YI  and
      Xiaojian, Nie  and
      Fu, Rong  and
      Song, Shuangyong  and
      He, Haowei  and
      Yang, Menglin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1473/",
    pages = "31337--31356",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cui-etal-2026-critical,
    title = "Critical Positions in {LLM} Reasoning: A Metacognitive Lens on Intervention-Sensitive Locations",
    author = "Cui, Wendi  and
      Huang, Anni  and
      Wang, Wei  and
      Lopez, Damien  and
      Bi, Sirui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1474/",
    pages = "31357--31390",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cheng-etal-2026-topoeval,
    title = "{T}opo{E}val: A Comprehensive Benchmark for Topological Reasoning in Foundation Models",
    author = "Cheng, Yinzhu  and
      Meng, Yihan  and
      Xie, Haihua  and
      Sun, Mingming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1475/",
    pages = "31391--31421",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-old,
    title = "Old Memories Die Hard: Unveiling Shallow Forgetting and Ripple Effects in Privacy Unlearning",
    author = "Chen, Xiaoyi  and
      Wang, Haoyuan  and
      Tang, Siyuan  and
      Liu, Sijia  and
      Su, Liya  and
      Wang, XiaoFeng  and
      Tang, Haixu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1476/",
    pages = "31422--31440",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-recite,
    title = "{R}e{C}ite: Agentic Reasoning for Faithful Citation",
    author = "Huang, Yuyang  and
      Li, Bobo  and
      Song, JiaJia  and
      Ding, Yuzhe  and
      Teng, Chong  and
      Li, Fei  and
      Ji, Donghong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1477/",
    pages = "31441--31454",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-silence,
    title = "Silence over Error: Risk-Averse Navigation Landmark Extraction via Progressive {MLLM} Alignment",
    author = "Yang, Xin  and
      Cao, Ziqi  and
      Shao, Changning  and
      Lin, Junhao  and
      Zeng, Fanxiang  and
      Liu, Yue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1478/",
    pages = "31455--31476",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ma-etal-2026-harmprofile,
    title = "{H}arm{P}rofile: Characterizing Harmful Distributions in Frontier {LLM}s",
    author = "Ma, Zhouyuan  and
      Wu, Yutao  and
      Huang, Hanxun  and
      Zheng, Xiang  and
      Liu, Xiao  and
      Cao, Yixin  and
      Wu, Zuxuan  and
      Ma, Xingjun  and
      Jiang, Yu-Gang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1479/",
    pages = "31477--31523",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-clintracebench,
    title = "{C}lin{T}race{B}ench: Source-Verifiable Longitudinal Clinical Reasoning over {EHR}-Derived Dialogues",
    author = "Wang, Huimin  and
      Zhao, Zhengyi  and
      Zhao, Yutian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1480/",
    pages = "31524--31549",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-ace,
    title = "{ACE}: Affective Continuous Editing via Object{--}Atmospheric Control for Fine-Grained Image Editing",
    author = "Li, Hao  and
      Shu, Kai  and
      Yang, Gang  and
      Jia, Jingyang  and
      Chen, Xun  and
      Liu, Aiping",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1481/",
    pages = "31550--31568",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-factual,
    title = "Factual Decoding via Head Coordination Graphs in Large Language Models",
    author = "Li, Shike  and
      Wang, Xiaokai  and
      Tong, Xin  and
      Liu, Xiaofeng  and
      Zhang, Hu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1482/",
    pages = "31569--31581",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lu-etal-2026-mis,
    title = "{MIS}-Bench: Benchmarking Multimodal {LLM}s for Psychotherapeutic Interpersonal Skills Assessment",
    author = "Lu, Yuhan  and
      Yao, Yi  and
      Shen, Hua  and
      Doorn, Katie Aafjes-van  and
      Wang, Zhaonan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1483/",
    pages = "31582--31607",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{luo-etal-2026-megacode,
    title = "{M}ega{C}ode: A Repository-Level Dataset for Long-Context Code Reasoning",
    author = "Luo, Wenyang  and
      Sun, Shuang  and
      Hu, Yiwen  and
      Bai, Fei  and
      Gao, Yanzipeng  and
      Wang, Shuo  and
      Lu, Hongyu  and
      Zhao, Xin  and
      Wen, Ji-Rong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1484/",
    pages = "31608--31626",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-etal-2026-camft,
    title = "{CAMFT}: Conflict-Aware Mergeable Fine-Tuning for Large Language Models",
    author = "Zhou, Jingang  and
      Guo, Haiyang  and
      Ma, Yuan  and
      Zhu, Han  and
      Zhang, Xu-Yao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1485/",
    pages = "31627--31640",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{askari-etal-2026-avoidance,
    title = "Avoidance Learning of Failure Modes Produces Robust Tool Planners",
    author = "Askari, Hadi  and
      Singh, Japinder  and
      Huang, Tenghao  and
      Jung, Dongwon  and
      Chhabra, Anshuman  and
      Chen, Muhao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1486/",
    pages = "31641--31658",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cavusoglu-akbas-2026-reign,
    title = "{REIGN}: Refurbished Embeddings with Integrated Guidance Networks for Efficient Context-Length Scaling",
    author = "{\c{C}}avu{\c{s}}o{\u{g}}lu, Devrim  and
      Akbas, Emre",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1487/",
    pages = "31659--31677",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lo-etal-2026-2d,
    title = "When 2{D} Tasks Meet 1{D} Serialization: On Serialization Friction in Structured Tasks",
    author = "Lo, Chung-Hsiang  and
      Li, Lu  and
      Yang, Diji  and
      Zhang, Tianyu  and
      Zhang, Yunkai  and
      Bengio, Yoshua  and
      Zhang, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1488/",
    pages = "31678--31693",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-xu-2026-benchmarking,
    title = "Benchmarking Argument Identification and Ellipsis Recovery in {C}hinese Comparative Constructions",
    author = "Xu, Wenjing  and
      Xu, Hongzhi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1489/",
    pages = "31694--31707",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{guo-etal-2026-ope,
    title = "{OPE}: Overcoming Information Saturation in Parallel Thinking via Outline-Guided Path Exploration",
    author = "Guo, Qi  and
      Wang, Jianing  and
      Kong, Deyang  and
      Xi, Xiangyu  and
      Zhang, Jianfei  and
      Lu, Yi  and
      Wang, Jingang  and
      Wang, Wei  and
      Zhang, Shikun  and
      Ye, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1490/",
    pages = "31708--31722",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ji-etal-2026-beyond,
    title = "Beyond Similarity: Coverage-Aware Prompt Selection for Time Series Forecasting with {LLM}s",
    author = "Ji, Daeun  and
      Kim, Minkyoung  and
      Kim, Dongkuk  and
      Lee, Yohan  and
      Kim, Beomsoo  and
      Jang, Beakcheol",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1491/",
    pages = "31723--31746",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-blockbatch,
    title = "{B}lock{B}atch: Multi-Scale Consensus Decoding for Efficient Diffusion Language Model Inference",
    author = "Wu, Xiaoyou  and
      Shih, Cheng-Jhih  and
      Ji, Binfei  and
      Liu, Yong  and
      Lin, Yingyan Celine",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1492/",
    pages = "31747--31774",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-amdkernelvault,
    title = "{AMDK}ernel{V}ault: Large-Scale Datasets and Agentic Training for {AMD} {GPU} Kernel Optimization",
    author = "Liu, Ji  and
      Majumder, Saptarshi  and
      Huang, Yiqing  and
      Ouyang, Wenwen  and
      Pandey, Umang  and
      Li, Zeping  and
      Chen, Chushi  and
      An, Zihao  and
      Yang, Puyuan  and
      Li, Zekai  and
      Rafati, Sina  and
      Liu, Ziqiong  and
      Brahma, Pratik Prabhanjan  and
      Li, Dong  and
      Liu, Zicheng  and
      Zhou, Sharon  and
      Barsoum, Emad",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1493/",
    pages = "31775--31798",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhu-etal-2026-kgflow,
    title = "{KGF}low: Enhancing Large Language Model Reasoning with Multi-Graph Alignment for Knowledge-Intensive Medical Question Answering",
    author = "Zhu, Tiantian  and
      Kong, Xiangdong  and
      Wang, Xizhao  and
      Ng, Wing W. Y.  and
      Jia, Yuheng  and
      Zhang, Jun  and
      Zhu, Zexuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1494/",
    pages = "31799--31819",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fu-etal-2026-cwf,
    title = "{CWF}: A Collaborative Writing Framework for Personalized and Reliable Long-Form Popular Science Writing",
    author = "Fu, Ruibiao  and
      Tang, Di  and
      Yang, Yunlong  and
      Wang, Ran  and
      Lu, Sicheng  and
      Wu, Peixuan  and
      Fan, Xiaoyu  and
      Ma, Jiacheng  and
      Luo, HaoZhe  and
      Xiao, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1495/",
    pages = "31820--31844",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fu-liu-2026-compositional,
    title = "Compositional Generalization with Outcome-Level Optimization",
    author = "Fu, Xiyan  and
      Liu, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1496/",
    pages = "31845--31857",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-perception,
    title = "From Perception to Simulation: Unveiling and Empowering Mental Spatial Dynamics in {MLLM}s",
    author = "Li, Jiachun  and
      Jin, Zhuoran  and
      Liu, Kang  and
      Zhao, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1497/",
    pages = "31858--31885",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xue-etal-2026-steganobackdoor,
    title = "{S}tegano{B}ackdoor: Evading Data-Poisoning Defenses via Steganographic Backdoors",
    author = "Xue, Eric  and
      Zhang, Ruiyi  and
      Xie, Pengtao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1498/",
    pages = "31886--31908",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{rezaei-dieng-2026-vendi,
    title = "Vendi-{RAG}: Adaptively Trading-Off Diversity And Quality Significantly Improves Retrieval Augmented Generation With {LLM}s",
    author = "Rezaei, Mohammad Reza  and
      Dieng, Adji Bousso",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1499/",
    pages = "31909--31932",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lim-etal-2026-language,
    title = "Which Language Should a Skeleton Speak? Language Choices in Multilingual Reasoning",
    author = "Lim, HyeonSeok  and
      Song, SeungWoo  and
      Won, Inho  and
      Song, Hoyun  and
      Kim, Jihyo  and
      Lim, KyungTae",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1500/",
    pages = "31933--31957",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-helpfulness,
    title = "When Helpfulness Becomes Scientific Sycophancy: Triggering and Mitigating {LLM} Failures on Flawed Scientific Premises",
    author = "Zhang, Yiyuan  and
      Hua, Cailong  and
      Salapaka, Murti  and
      Kang, Dongyeop",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1501/",
    pages = "31958--31987",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{swaminathan-etal-2026-scitrace,
    title = "{S}ci{T}race: Trajectory-Aware Safety Reasoning for Scientific Discovery Agents",
    author = "Swaminathan, Tanush  and
      Jiang, Runmin  and
      Zhang, Letian  and
      Xu, Min",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1502/",
    pages = "31988--32010",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xiaolongwang-etal-2026-beyond,
    title = "Beyond Task-Based Evaluation: Toward Situated Benchmarks for Educational {LLM}s",
    author = "Xiaolongwang  and
      Xu, Tianyi  and
      Zou, Rui  and
      Zuo, Jiawen  and
      Zhang, Mingzi  and
      Li, Keqian  and
      Zhao, Zhe  and
      Wei, Ye  and
      Zhou, Aimin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1503/",
    pages = "32011--32023",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-krel,
    title = "{KREL}: Automatic Medical Coding via Knowledge-Guided Reasoning over Clinical Evidence with {LLM}s",
    author = "Chen, Xubin  and
      Zhou, Yipeng  and
      Sun, Wen  and
      Huang, Chengkai  and
      Fu, Xiaoming  and
      Sheng, Quan Z.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1504/",
    pages = "32024--32039",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liyan-etal-2026-mitigating,
    title = "Mitigating Object Hallucinations in Vision-Language Models via Head-Level Attribution and Counteractive Pruning",
    author = "Liyan, Wu  and
      Luo, Xin  and
      Wu, Fan  and
      Liu, Yingen  and
      Wuxiaobin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1505/",
    pages = "32040--32060",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-lvlms,
    title = "Can {LVLM}s Uncover the Truth Behind Visual Illusions? An Analysis of Perceptual and Reasoning Capabilities",
    author = "Zhao, Liangjie  and
      Lyu, Jiaqing  and
      Tang, Kexin  and
      Fang, Zecheng  and
      Yin, Rong  and
      Hu, Yulan  and
      Li, Da  and
      Li, Jianing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1506/",
    pages = "32061--32073",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fujii-etal-2026-graph,
    title = "Graph Neural Networks for Automatic Term Generation: Defining and Exploring Terminological Graph",
    author = "Fujii, Toshihide  and
      Hazem, Amir  and
      Kageura, Kyo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1507/",
    pages = "32074--32091",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{geng-etal-2026-implicit,
    title = "Implicit Personality Representations in Humans and {LLM}s",
    author = "Geng, Yilin  and
      Abend, Omri  and
      Hovy, Eduard  and
      Frermann, Lea",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1508/",
    pages = "32092--32109",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cheng-etal-2026-behavior2trip,
    title = "{B}ehavior2{T}rip: Towards Personalized Travel Planning via User Behavior Trajectory",
    author = "Cheng, Zihao  and
      Shan, Yingyu  and
      Wang, Hongru  and
      Liu, Zeming  and
      Wang, Xinyi  and
      Zhu, Xiangrong  and
      Guo, Yuhang  and
      Lin, Wei  and
      Wang, Yunhong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1509/",
    pages = "32110--32131",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-longpibench,
    title = "{L}ong{PIB}ench: A Long-Context Benchmark for Prompt Injection",
    author = "Liu, Yupei  and
      Jia, Yuqi  and
      Gong, Neil Zhenqiang  and
      Jia, Jinyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1510/",
    pages = "32132--32149",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-agent4weakness,
    title = "{A}gent4{W}eakness: An Agentic Framework for In-Depth Model Weakness Discovery",
    author = "Zhang, Xuanliang  and
      Yang, Chenghao  and
      Wen, Zhoufutu  and
      Wang, Dingzirui  and
      Zhang, Ge  and
      Zhao, Xiying  and
      Feng, Tianren  and
      Jiao, Jianpeng  and
      Liu, Jingkai  and
      Wang, Zaiyuan  and
      Wang, Zuo  and
      Wu, Wenya  and
      Huan, Zhou  and
      Chen, Jin  and
      Huang, Wenhao  and
      Zhu, Qingfu  and
      Che, Wanxiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1511/",
    pages = "32150--32186",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-medcalc,
    title = "{M}ed{C}alc-Pro: Solving Complex Medical Calculations with {LLM} Agents",
    author = "Zhao, Siran  and
      Hou, Ruihui  and
      Huai, Ziyue  and
      Zhang, Chennuo  and
      Ruan, Tong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1512/",
    pages = "32187--32208",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mathas-etal-2026-retrieval,
    title = "Retrieval-Augmented Simplification of Sectioned Biomedical Abstracts",
    author = "Mathas, Pascal  and
      Bakker, Jan  and
      Kamps, Jaap",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1513/",
    pages = "32209--32219",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-favor,
    title = "{F}a{VOR}: {LLM}-Based Agentic Framework for Factor Mining via Empirical Validation",
    author = "Kim, Hyeonjin  and
      Kim, Minseok  and
      Jung, Seunghyeon  and
      Pyo, Sujin  and
      Jang, Huisu  and
      Lee, Woojin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1514/",
    pages = "32220--32247",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hu-kao-2026-decision,
    title = "Decision Rigidity in {LLM} Disinformation Detection: Behavioral and Representational Evidence",
    author = "Hu, Ming-Jhe  and
      Kao, Hung-Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1515/",
    pages = "32248--32286",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zheng-etal-2026-decouple,
    title = "Decouple and Orthogonalize: A Data-Free Framework for {L}o{RA} Merging",
    author = "Zheng, Shenghe  and
      Wang, Hongzhi  and
      Huang, Chenyu  and
      Wang, Xiaohui  and
      Fan, Jiayuan  and
      Hu, Shuyue  and
      Ye, Peng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1516/",
    pages = "32287--32307",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-reasonmap,
    title = "{R}eason{M}ap: Making Implicit Mathematical Knowledge Explicit in Long Chain-of-Thought Traces",
    author = "Wu, Haodong  and
      He, Yuhang  and
      Zhang, Yongqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1517/",
    pages = "32308--32326",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wei-etal-2026-vizrag,
    title = "{V}iz{RAG}: Enhancing Retrieval-Augmented Generation with Hypergraph Visualization",
    author = "Wei, Yanbin  and
      Chen, Yang  and
      Gan, Renling  and
      Liu, Ziru  and
      Fu, Xinyu  and
      Kang, Chun  and
      Lu, Ning  and
      Liu, Rui  and
      Zhang, Yu  and
      Kwok, James",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1518/",
    pages = "32327--32345",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-huggingbrew,
    title = "{H}ugging{B}rew: Brewing High-Quality Mid-Training Data from the {H}ugging{F}ace Community Datasets",
    author = "Zhang, Han  and
      Chen, Ningqi  and
      Liu, Xiao  and
      Lin, Zhenghao  and
      Gong, Yeyun  and
      Lu, Yan  and
      Yang, Hanfang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1519/",
    pages = "32346--32365",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-transition,
    title = "Transition Overlap: Construction-Time Conditioning for Position-Independent {KV} Cache Reuse",
    author = "Xu, Liang  and
      Wang, Zhichun  and
      Tian, Xuetao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1520/",
    pages = "32366--32386",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{schoch-etal-2026-pram,
    title = "{P}r{AM}: Offline Checkpoint Selection for Post-Hoc Training Data Attribution",
    author = "Schoch, Stephanie  and
      Pathak, Sidhya  and
      Ji, Yangfeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1521/",
    pages = "32387--32400",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-counterfactual,
    title = "Counterfactual Self-Distillation: A Distribution-Shaping Framework for Entity-Fact Unlearning in Large Language Models",
    author = "Zhao, Ying  and
      Zhang, Yihui  and
      Deng, Mengyi  and
      Li, Xin  and
      Tian, Yuan  and
      Wang, Wei  and
      Chang, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1522/",
    pages = "32401--32414",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-knowing,
    title = "Why Knowing Both Hops Is Not Enough: Understanding Two-Hop Generalization in Language Models",
    author = "Zhang, Zili  and
      Wang, Yilin  and
      Wang, Heng  and
      Wan, Herun  and
      Luo, Minnan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1523/",
    pages = "32415--32438",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-unified,
    title = "Unified Fragment Growing, Linking, and Merging with Energy-Aware Pre-training and Reward-Ranked Alignment",
    author = "Liu, Xuefeng  and
      Jiang, Songhao  and
      Xu, Tinson  and
      Huang, Qinan  and
      Stevens, Rick L.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1524/",
    pages = "32439--32452",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhu-etal-2026-holodp,
    title = "{H}olo{DP}: A Multilingual Benchmark Suite and Script-Aware Framework for Document Parsing",
    author = "Zhu, Mengxiao  and
      Ying, Wencan  and
      Cao, Yingjie  and
      Liu, Jie  and
      Sha, Jiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1525/",
    pages = "32453--32470",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cho-etal-2026-lookback,
    title = "{L}ook{B}ack: Where and How to Score {LVLM} Responses via Visual Reference Usage",
    author = "Cho, Beomsik  and
      Kim, JinHyeong  and
      Lee, Dongseok  and
      Kim, Jaehyung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1526/",
    pages = "32471--32494",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-logitscoder,
    title = "{L}ogits{C}oder: Towards Efficient Chain-of-Thought Path Search via Logits Preference Decoding for Code Generation",
    author = "Chen, Jizheng  and
      Zhang, Weiming  and
      Dai, Xinyi  and
      Fu, Lingyue  and
      Liu, Weiwen  and
      Du, Kounianhua  and
      Li, Qingyao  and
      Yu, Yong  and
      Zhang, Weinan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1527/",
    pages = "32495--32510",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zheng-etal-2026-towards,
    title = "Towards Generalizable Visually Grounded Exploration of Household Devices",
    author = "Zheng, Linhao  and
      Liu, Zeming  and
      Chen, Wangke  and
      Zeng, Li  and
      Che, Wanxiang  and
      Huang, Heyan  and
      Guo, Yuhang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1528/",
    pages = "32511--32541",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hu-etal-2026-hybridprover,
    title = "{H}ybrid{P}rover: Augmenting Theorem Proving with {LLM}-Driven Proof Synthesis and Refinement",
    author = "Hu, Jilin  and
      Zhang, Jianyu  and
      Zhao, Yongwang  and
      Ringer, Talia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1529/",
    pages = "32542--32557",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhu-etal-2026-hyperpathsrag,
    title = "{H}yper{P}aths{RAG}: Multi-Target Path Approximation over Hypergraph Knowledge Graphs for Multi-Hop {QA}",
    author = "Zhu, Guanhua  and
      He, Zirui  and
      Du, Mengnan  and
      Yuan, Chenxi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1530/",
    pages = "32558--32583",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yuan-etal-2026-grain,
    title = "{GRAIN}: Bridging Name and Narrative Shifts in Real-World Graph Reasoning through Invariance-Rewarded Agentic {RL}",
    author = "Yuan, Zike  and
      Zhang, Han  and
      Yan, Jianzhi  and
      Liu, Le  and
      Ke, Cai  and
      Zhou, Huozhi  and
      Xie, Jian  and
      Yin, Jaron  and
      Cao, Yukun  and
      Yu, Yue  and
      Wang, Hui  and
      Liu, Ming  and
      Qin, Bing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1531/",
    pages = "32584--32604",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-counterfactual,
    title = "Counterfactual Selective Imitation for Long-Horizon Agents",
    author = "Yu, Chunlin  and
      Xu, Ruiqi  and
      Li, Huan  and
      Weng, Chuliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1532/",
    pages = "32605--32618",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shen-etal-2026-ada,
    title = "{A}da-{SQL}: Efficient and Adaptive Reasoning for Text-to-{SQL}",
    author = "Shen, Xiaohan  and
      Ling, Xiao  and
      Liu, Jie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1533/",
    pages = "32619--32640",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{peng-etal-2026-beyond-gradient,
    title = "Beyond Gradient Egalitarianism: Dual-Adaptive {C}-{AUM} Framework for Few-Shot Fine-Tuning of Large Language Models",
    author = "Peng, Qiaojuan  and
      Luo, Xiong  and
      Yuan, Yuqi  and
      Zhao, Wenbing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1534/",
    pages = "32641--32653",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{peng-etal-2026-interpretable,
    title = "Interpretable Oracle Bone Script Decipherment via Progressive Glyph Analysis with {LVLM}s",
    author = "Peng, Kaixin  and
      Zhao, Mengyang  and
      Yu, Haiyang  and
      Fu, Teng  and
      Li, Bin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1535/",
    pages = "32654--32674",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{feng-etal-2026-num2event,
    title = "{NUM}2{EVENT}: Structured Event Inference from Numerical Time-Series",
    author = "Feng, Ninghui  and
      Lai, Songning  and
      Chen, Xinan  and
      Chu, Zheng  and
      Qi, Yiyan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1536/",
    pages = "32675--32693",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bologna-etal-2026-cqa,
    title = "{CQA}-Eval: Designing Reliable Evaluations of Multi-paragraph Clinical {QA} under Resource Constraints",
    author = "Bologna, Federica  and
      Pan, Tiffany  and
      Wilkens, Matthew  and
      Guo, Yue  and
      Wang, Lucy Lu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1537/",
    pages = "32694--32707",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-apex-searcher,
    title = "{APEX}-Searcher: Hierarchical Credit Assignment with Subgoaling for Agentic Retrieval-Augmented Generation",
    author = "Chen, Kun  and
      Kong, Qingchao  and
      Feifei, Zhao  and
      Mao, Wenji",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1538/",
    pages = "32708--32726",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-ai,
    title = "When {AI}-Text Detectors Become Evidence: Rethinking Detection for Human Decisions",
    author = "Li, Jiatao  and
      Ye, Mao  and
      Hu, Xinyu  and
      Peng, Cheng  and
      Yin, Xunjian  and
      Wan, Xiaojun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1539/",
    pages = "32727--32757",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-personalized,
    title = "Personalized Privacy Control in {LLM}s via Attention Head Intervention",
    author = "Kim, Junseok  and
      Yang, Nakyeong  and
      Jung, Kyomin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1540/",
    pages = "32758--32779",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{park-etal-2026-salute,
    title = "{SALUTE}: Benchmarking and Adapting {LLM}s for the Defense Domain",
    author = "Park, Hyeongcheol  and
      In, Sumin  and
      Myeong, Suyeon  and
      Park, Hogun  and
      Kim, Sangmin  and
      Lee, Moonhyun  and
      Park, Daekyeong  and
      Kim, Sangpil",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1541/",
    pages = "32780--32818",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-icl4decomp,
    title = "{ICL}4{D}ecomp: Towards Re-executable Reverse Engineering",
    author = "Wang, Xiaohan  and
      Hu, Yuxin  and
      Leach, Kevin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1542/",
    pages = "32819--32832",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-agentic,
    title = "Agentic Open-Domain Tabular Question Answering with Self-Supervised Multi-Table Retriever",
    author = "Wang, Jianwei  and
      Wang, Mengqi  and
      Liu, Qing  and
      Xu, Xiwei  and
      Xing, Zhenchang  and
      Zhu, Liming  and
      Zhang, Wenjie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1543/",
    pages = "32833--32849",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-fine,
    title = "Are Fine-Tuned {LLM} Membership Signals Real? Separating Memorization from Likelihood Shortcuts",
    author = "Wang, Zilong  and
      Xu, Yingjie  and
      Wu, Yutong  and
      Li, Ruiyang  and
      Ji, Qinglin  and
      Tang, Xueming  and
      Lu, Songfeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1544/",
    pages = "32850--32869",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{joshi-etal-2026-dmdintel,
    title = "{DMDI}ntel: Interpreting Large Language Models via Dynamic Mode Decomposition",
    author = "Joshi, Amogh  and
      Mukherjee, Animesh  and
      Utyuzhnikov, Sergey",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1545/",
    pages = "32870--32889",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yufei-etal-2026-ngdbench,
    title = "{NGDB}ench: Towards Neural Graph Data Management",
    author = "Yufei, LI  and
      Gao, Yisen  and
      Xiong, Jiaxuan  and
      Bai, Jiaxin  and
      Zhong, Shijie  and
      Huang, Haoyu  and
      Xie, Zhongwei  and
      Tsang, Hong Ting  and
      Song, Yangqiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1546/",
    pages = "32890--32923",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tan-zhang-2026-globeaudio,
    title = "{G}lobe{A}udio: A Multilingual Multicultural Benchmark for Naturalistic Evaluation of Large Audio-Language Models",
    author = "Tan, Ryner  and
      Zhang, Wenxuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1547/",
    pages = "32924--32937",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-asuka,
    title = "Asuka-Bench: Benchmarking Code Agents on Underspecified User Intent and Multi-Round Refinement",
    author = "Wang, Xin  and
      Sun, Liangtai  and
      Zhu, Yaoming  and
      Zhou, Shuang  and
      Liu, Jiaxing  and
      Chen, FengJiao  and
      Qiu, Lin  and
      Cao, Xuezhi  and
      Cai, Xunliang  and
      Zhang, Licheng  and
      Mao, Zhendong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1548/",
    pages = "32938--32959",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wanner-etal-2026-claims,
    title = "All Claims Are Equal, but Some Claims Are More Equal Than Others: Importance-Sensitive Factuality Evaluation of {LLM} Generations",
    author = "Wanner, Miriam  and
      Azzopardi, Leif  and
      Thomas, Paul  and
      Dan, Soham  and
      Van Durme, Benjamin  and
      Craswell, Nick",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1549/",
    pages = "32960--32981",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{karr-jr-etal-2026-backyard,
    title = "``Not in My Backyard'': {LLM}s Uncover Online and Offline Social Biases Against Homelessness",
    author = "Karr Jr., Jonathan A.  and
      Herbst, Benjamin F.  and
      Li, Xueyun  and
      Sisk, Matthew L  and
      Hua, Ting  and
      Hauenstein, Matthew  and
      Curto, Georgina  and
      Chawla, Nitesh V.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1550/",
    pages = "32982--33007",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yeo-etal-2026-tigris,
    title = "{TIGRIS}: Integrating Policy Knowledge Graphs and Theory of Change for Institutionally Grounded Policy Impact Simulation",
    author = "Yeo, Haein  and
      Kim, Junghyun  and
      Son, Beejin  and
      Han, Kyungsik",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1551/",
    pages = "33008--33031",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cai-etal-2026-atc,
    title = "{ATC}-Bench: A Simulation-Grounded Benchmark for Evaluating {LLM}-Generated Air Traffic Control Instructions",
    author = "Cai, Jinjun  and
      Li, Jiaxing  and
      Wang, Xingyue  and
      Zheng, Weihuang  and
      Kong, Youyong  and
      Ding, Hui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1552/",
    pages = "33032--33055",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-tree,
    title = "A Tree-based {RAG} Framework for Evidence-Intensive {QA} via Adaptive Planning and Topology-Aware Evidence Gathering",
    author = "Lee, Songeun  and
      Min, Kyungjin  and
      Na, Injae  and
      Suyeong, Lee  and
      Kim, Chi-young  and
      Jung, Woohwan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1553/",
    pages = "33056--33082",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ying-etal-2026-openskilleval,
    title = "{O}pen{S}kill{E}val: Automatically Auditing the Open Skill Ecosystem for {LLM} Agents",
    author = "Ying, Jiahao  and
      Ai, Boxian  and
      Tang, Wei  and
      Liu, Siyuan  and
      Cao, Yixin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1554/",
    pages = "33083--33111",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{singh-mishra-2026-gradula,
    title = "{G}ra{D}u{L}a: Graph-based Dual-branch Language-agnostic Modeling for Misinformation Detection with Cross-lingual Evidences",
    author = "Singh, Atul Kumar  and
      Mishra, Rahul",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1555/",
    pages = "33112--33131",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{baek-etal-2026-fserve,
    title = "{FS}erve: {FP}8-Native {W}4{A}8{KV}4 Quantization and Attention Kernel Optimization for Efficient {LLM} Serving",
    author = "Baek, Daehyeon  and
      Choi, Jieun  and
      Son, Jimyoung  and
      Choi, Jaeyoung  and
      Bin, Kyungmin  and
      Choi, Seungbeom  and
      Moon, Kihyo  and
      Jang, Minsung  and
      Lee, Hyojung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1556/",
    pages = "33132--33153",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zeng-etal-2026-evidx,
    title = "{E}vi{D}x: Evidence-Aware Active Diagnosis with Scaffolded {LLM} Agents",
    author = "Zeng, Lihang  and
      Zhang, Shaoting  and
      Zhang, Xiaofan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1557/",
    pages = "33154--33179",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ping-etal-2026-llms,
    title = "Why {LLM}s Give In: Conversational Factors and Reasoning Behind Medical Sycophancy",
    author = "Ping, Kaike  and
      {\c{C}}ar{\i}k, Buse  and
      Wohn, Caleb  and
      Ding, Xiaohan  and
      Wang, Tongshuai  and
      Rho, Eugenia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1558/",
    pages = "33180--33201",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{choi-etal-2026-saul,
    title = "{SAUL}: Sharpness-Aware Augmented-{L}agrangian Unlearning",
    author = "Choi, Jaewan  and
      Yang, Junyoung  and
      Park, Sangdon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1559/",
    pages = "33202--33230",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cui-etal-2026-communicating,
    title = "Communicating Chess Strategies in Natural Language",
    author = "Cui, Langyuan  and
      Ling, Chun Kai  and
      Ng, Hwee Tou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1560/",
    pages = "33231--33252",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{meng-etal-2026-visual,
    title = "Visual Representation Regularization for Multimodal Hallucination Mitigation",
    author = "Meng, Yifan  and
      Wang, Enguang  and
      Cao, Xusheng  and
      Yang, Fei  and
      Liu, Xialei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1561/",
    pages = "33253--33267",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-neuron,
    title = "Neuron-Guided Fine-Tuning: Unlocking Efficient Alignment Mechanisms for Large Language Models",
    author = "Wu, Zeyu  and
      Wu, Junchao  and
      Liu, Shudong  and
      Zhan, Runzhe  and
      Chen, Xin  and
      Yang, Shu  and
      Du, Yichao  and
      Wang, Longyue  and
      Luo, Weihua  and
      Su, Jinsong  and
      Wong, Derek F.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1562/",
    pages = "33268--33291",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dai-etal-2026-plan,
    title = "Plan the Semantics, Then Render the Signal: A Hybrid State-Space Model for Incomplete Multimodal Learning",
    author = "Dai, Ruiting  and
      Qin, Zhihao  and
      Chen, Yilin  and
      Yan, Xianhua  and
      Mo, Lisi  and
      He, Tao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1563/",
    pages = "33292--33308",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{broomfield-etal-2026-thousand,
    title = "A Thousand Words or An Image: Studying the Influence of Persona Modality in Multimodal {LLM}s",
    author = "Broomfield, Julius  and
      Sharma, Kartik  and
      Kumar, Srijan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1564/",
    pages = "33309--33328",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{saini-etal-2026-learning,
    title = "Learning Structured Emotional Dynamics in Latent Space via Trajectory Modeling and Controlled Transitions",
    author = "Saini, Agampreet  and
      Abusalameh, Bayan  and
      Singh, Rahul Kumar  and
      Cambria, Erik",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1565/",
    pages = "33329--33354",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fan-etal-2026-skill,
    title = "Skill-Guided Continuation Distillation for {GUI} Agents",
    author = "Fan, Zhimin  and
      Yu, Hongwei  and
      Shen, Yeqing  and
      Yan, Haolong  and
      Peng, Guozhen  and
      Peng, Tianhao  and
      Zhang, Yudong  and
      Zhang, Xiaowen  and
      Tan, Kaijun  and
      Ge, Zheng  and
      Zhang, Xiangyu  and
      Jiang, Daxin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1566/",
    pages = "33355--33373",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fu-etal-2026-slmfix,
    title = "{SLMF}ix: Leveraging Small Language Models for Domain Specific Language Error Fixing with Reinforcement Learning",
    author = "Fu, David Jiahao  and
      Gupta, Aryan  and
      Councilman, Aaron  and
      Wang, Yu-Xiong  and
      Adve, Vikram S.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1567/",
    pages = "33374--33391",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bu-etal-2026-cabinproact,
    title = "{C}abin{P}ro{A}ct: Visually Triggered Proactive Intervention for Intelligent Cabin Agents",
    author = "Bu, Chengqing  and
      Qu, Mengxue  and
      Ma, Mingming  and
      Huang, Yuyao  and
      Zhao, Yao  and
      Wei, Yunchao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1568/",
    pages = "33392--33413",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ryou-etal-2026-chiplayoutbench,
    title = "{C}hip{L}ayout{B}ench: A Multimodal Benchmark for Vision-Language Models in Semiconductor Layout Understanding",
    author = "Ryou, Serim  and
      Yoo, Jayeon  and
      Jeong, Minjae  and
      Kim, Won Hwa  and
      Park, Seong-Jin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1569/",
    pages = "33414--33441",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-socialreasonbench,
    title = "{S}ocial{R}eason{B}ench: A Video-{QA} Benchmark for Social Reasoning with Counterfactual Narrative Videos",
    author = "Huang, Zheyu  and
      Shi, Zijing  and
      Luo, Haozhe  and
      Tang, Huadong  and
      Liu, Mingyu  and
      Fang, Meng  and
      Chen, Ling",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1570/",
    pages = "33442--33465",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chae-etal-2026-self,
    title = "Self- and Other-Labels Induce Bidirectional Bias in {LLM} Judges",
    author = "Chae, Songeun  and
      Kim, Min  and
      Jung, Donghoon  and
      Choi, Seojin  and
      Jung, Seohyon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1571/",
    pages = "33466--33482",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sabour-etal-2026-patientact,
    title = "{P}atient{A}ct: Theory-Grounded Mental Health Client Simulation",
    author = "Sabour, Sahand  and
      Yam, NG Tsz  and
      Chen, Yaqian  and
      Bi, Guanqun  and
      Huang, Minlie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1572/",
    pages = "33483--33506",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{he-etal-2026-radam,
    title = "{RADAM}: A Retrieval-Augmented Detection and Mitigation Framework for Faithfulness Hallucinations",
    author = "He, Bin  and
      Li, Guanghua  and
      Liu, Yu  and
      Zhou, Mingyang  and
      Mao, Rui  and
      Chao, Naipeng  and
      Liao, Hao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1573/",
    pages = "33507--33527",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-ding-2026-scp,
    title = "{SCP}-{ISA}: Spatial Cross-attention Projection for Textual Spatial Semantic Anomaly Detection and Attribution",
    author = "Xu, Bei  and
      Ding, Mengqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1574/",
    pages = "33528--33534",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liao-etal-2026-cross,
    title = "Cross-Session Decomposition Attacks: Scaling Risk and Intent-Aligned Retrieval Defense",
    author = "Liao, Disen  and
      Wang, Yihan  and
      Shi, Freda  and
      Yu, Yaoliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1575/",
    pages = "33535--33564",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-safire,
    title = "{SAFIRE}: Safety-Critical Benchmark for Fine-grained Fire and Smoke Understanding in Multimodal {LLM}s",
    author = "Li, Pengfei  and
      Suryanto, Naufal  and
      Zhang, Sicheng  and
      Alsharid, Mohammad  and
      Naseer, Muzammal",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1576/",
    pages = "33565--33589",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qian-etal-2026-relevant,
    title = "Relevant Is Not Warranted: Evidence-Force Calibration for Cited {RAG}",
    author = "Qian, Pin  and
      Wang, Su  and
      Chen, Yihang  and
      Xu, Wenxuan  and
      Wang, Xiaoyuan  and
      Yu, Qiaolin  and
      Lin, Shuhuai  and
      Zhang, Sipeng  and
      You, Junxian  and
      Wei, Xinpeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1577/",
    pages = "33590--33603",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cui-etal-2026-livingrag,
    title = "{L}iving{RAG}: Augmenting Graph {RAG} with Experience",
    author = "Cui, Yuzhuo  and
      Zhang, Zongye  and
      Liu, Qingjie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1578/",
    pages = "33604--33628",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{avilery-etal-2026-human,
    title = "Human Inputs, Model Outputs: Dual Sources of Variability in Stance Mining on Gun Rights/Control",
    author = "Avilery, Niranjana Sathish  and
      Datta, Soumyajit  and
      Anantharaman, Ashini  and
      KhudaBukhsh, Ashiqur R.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1579/",
    pages = "33629--33642",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-surrogatekv,
    title = "{S}urrogate{KV}: Representation-Preserving {KV} Cache Compression for Long-Context {LLM}s",
    author = "Kim, Junwon  and
      Ryu, Junghyun  and
      Talibli, Farid  and
      So, Jungmin  and
      Kim, Youngjae",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1580/",
    pages = "33643--33660",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hida-etal-2026-dymt,
    title = "{D}y{MT}-{ESB}: Dynamic Multi-Turn Evaluation of Social Bias in User-{LLM} Interactions",
    author = "Hida, Rem  and
      Kaneko, Masahiro  and
      Oba, Daisuke  and
      Bollegala, Danushka  and
      Okazaki, Naoaki",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1581/",
    pages = "33661--33684",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lin-etal-2026-skill,
    title = "Skill-{MAS}: Evolving Meta-Skill for Automatic Multi-Agent Systems",
    author = "Lin, Hehai  and
      Yang, Qi  and
      Qin, Chengwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1582/",
    pages = "33685--33718",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{baek-lee-2026-components,
    title = "Not All Components Forget Alike: Component-Level Intervention Profiles in Continual Pretraining",
    author = "Baek, Sangyeol  and
      Lee, Suan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1583/",
    pages = "33719--33739",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liao-wang-2026-retrieve,
    title = "Retrieve Few, Verify Many: Segment-Level Evidence Reuse for Long-Form Factuality Assessment",
    author = "Liao, Junjie  and
      Wang, Yuxia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1584/",
    pages = "33740--33753",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-scaling,
    title = "Scaling Multi-Agent Systems with Prospect-State Propagation",
    author = "Chen, Zhimei  and
      Chen, Mu  and
      Karray, Fakhri",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1585/",
    pages = "33754--33766",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yuan-etal-2026-uncovering,
    title = "Uncovering and Mitigating Aggregation-Induced Reward Hacking in Multi-Reward Reinforcement Learning",
    author = "Yuan, Yu  and
      Fan, Yaoyou  and
      Zhao, Lili  and
      Zheng, Guangting  and
      Zhang, Kai  and
      Pan, Lu  and
      Zeng, Ke  and
      Liu, Qi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1586/",
    pages = "33767--33780",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fotouhi-etal-2026-black,
    title = "Black-Box Dataset-Level Source Ranking via Context Mixture Factorization",
    author = "Fotouhi, Milad  and
      Bahadori, Mohammad Taha  and
      Arabshahi, Payman  and
      Feyisetan, Oluwaseyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1587/",
    pages = "33781--33801",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-discerning,
    title = "Discerning Minds or Generic Tutors? Evaluating Instructional Guidance Capabilities in Socratic {LLM}s",
    author = "Liu, Ying  and
      Li, Can  and
      Zhang, Ting  and
      Wang, Mei  and
      Zhu, Qiannan  and
      Li, Jian  and
      Huang, Hua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1588/",
    pages = "33802--33834",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-lirquant,
    title = "{LIRQ}uant: An Efficient Locally Isolated Rotation Quantization Method for Large Language Models",
    author = "Xu, Desheng  and
      Li, Hanglin  and
      Song, Tianchen  and
      Zhao, Zhiyong  and
      Zhan, Kun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1589/",
    pages = "33835--33851",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{rahman-etal-2026-compressing,
    title = "Compressing Long Context into Answer-Aligned Memory Embeddings for {LLM} Inference",
    author = "Rahman, Md Mostafizer  and
      Amin, Md Faizul Ibne  and
      Mia, Md. Shahajada  and
      Watanobe, Yutaka  and
      Liu, Fang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1590/",
    pages = "33852--33871",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jiang-luo-2026-chart,
    title = "Chart-{EARL}: Improving Chart Reasoning of Vision {LLM}s via Early Anchoring in Reinforcement Learning",
    author = "Jiang, Gongyao  and
      Luo, Qiong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1591/",
    pages = "33872--33889",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-ialr,
    title = "{IALR}: Instance-Adaptive Legal Rubric Supervision for Legal Judgment Prediction",
    author = "Zhao, Jianbai  and
      Cai, Bibo  and
      Ding, Xiao  and
      Dai, Xinran  and
      Bao, Yu  and
      Xin, Bo  and
      Xiong, Kai  and
      Qin, Bing  and
      Liu, Ting",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1592/",
    pages = "33890--33907",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-base,
    title = "From Base Rollouts to {RL} Reasoning: A Budgeted Search Perspective",
    author = "Sun, Wenhe  and
      Wang, Cunxiang  and
      Yao, Zijun  and
      Cao, Yixin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1593/",
    pages = "33908--33931",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{naganna-etal-2026-scaled,
    title = "Scaled Autoregressive Projection Steering ({SAPS}): Token-level Steering to Induce Sarcasm and Humblebrag in Text",
    author = "Naganna, Sharath  and
      Chowdhury, Ritesh Sur  and
      Srirag, Dipankar  and
      Joshi, Aditya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1594/",
    pages = "33932--33961",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-learning-predict,
    title = "Learning to Predict Future-Aligned Research Proposals with Language Models",
    author = "Wang, Heng  and
      Jiang, Pengcheng  and
      Sun, Jiashuo  and
      Shi, Zhiyi  and
      Yu, Haofei  and
      Han, Jiawei  and
      Ji, Heng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1595/",
    pages = "33962--33993",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{rassin-etal-2026-quantifying,
    title = "Quantifying and Mitigating Default Behaviors in Text-to-Image Models",
    author = "Rassin, Royi  and
      Slobodkin, Aviv  and
      Ravfogel, Shauli  and
      Elazar, Yanai  and
      Goldberg, Yoav",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1596/",
    pages = "33994--34024",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mukherjee-etal-2026-spur,
    title = "{SPUR}-{XMC}: Context-Adaptive Spurious Correlation Mitigation for Extreme Multi-Label Classification of Biomedical Literature",
    author = "Mukherjee, Ratri  and
      Dahal, Shailesh  and
      Jha, Kishlay",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1597/",
    pages = "34025--34045",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-harmmetric,
    title = "{H}arm{M}etric Eval: Benchmarking Metrics and Judges for {LLM} Harmfulness Assessment",
    author = "Yang, Langqi  and
      Chen, Yixuan  and
      Xiu, Kedong  and
      Zheng, Tianhang  and
      Zhou, Hao  and
      Ni, Wangze  and
      Chen, Lei  and
      Qin, Zhan  and
      Ren, Kui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1598/",
    pages = "34046--34064",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shan-shao-2026-survey,
    title = "A Survey on Rubric-guided Reinforcement Learning for Language Models",
    author = "Shan, Zifei  and
      Shao, Fangning",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1599/",
    pages = "34065--34087",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-revising,
    title = "Revising Context, Shifting Simulated Stance: Auditing {LLM}-Based Stance Simulation in Online Discussions",
    author = "Zhang, Xinnong  and
      Shan, Wanting  and
      Lyu, Hanjia  and
      Wei, Zhongyu  and
      Luo, Jiebo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1600/",
    pages = "34088--34107",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jia-etal-2026-medcpenv,
    title = "{M}ed{CPE}nv: A Reproducible Cost-Aware Simulated Hospital for Benchmarking and Training Medical {LLM} Agents",
    author = "Jia, Zixiao  and
      Hua, Changjie  and
      Zhai, Weiqi  and
      Xu, Ruyi  and
      Yang, Xue  and
      Li, Han  and
      Lu, Tianyun  and
      Wu, Kailuan  and
      Zheng, Xiang  and
      Qu, Lin  and
      Wei, hu  and
      Zhao, Bing  and
      Zhang, Ruohan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1601/",
    pages = "34108--34125",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-post,
    title = "Post-Training Shifts Confidence: A Three-Stage Analysis of How {SFT}, {RL}, and {OPD} Shape {C}o{T} Calibration",
    author = "Li, Shuhao  and
      DU, Guodong  and
      Zhao, Anhao  and
      Lin, Wanyu  and
      Yuan, Tianyu  and
      Shen, Xiaoyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1602/",
    pages = "34126--34141",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-culturevlm,
    title = "{C}ulture{VLM}: Characterizing and Improving Cultural Understanding of Vision-Language Models",
    author = "Liu, Shudong  and
      Jin, Yiqiao  and
      LI, Cheng  and
      Wen, Qingsong  and
      Sun, Lichao  and
      Chen, Haipeng  and
      Wong, Derek F.  and
      Wang, Jindong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1603/",
    pages = "34142--34166",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wei-etal-2026-taming,
    title = "Taming the Thinker: Conditional Entropy Shaping for Adaptive {LLM} Reasoning",
    author = "Wei, Shuyu  and
      Sun, Jian  and
      Qiu, Delai  and
      Wang, Yining  and
      Liu, Shengping  and
      Liang, Jerry  and
      Fu, Ying  and
      Huang, Wei  and
      Sang, Jitao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1604/",
    pages = "34167--34180",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-thought,
    title = "Thought-Aware {KV} Cache Compaction for Reasoning via Adaptive Attention Matching",
    author = "Liu, Yang  and
      Chong, Bin  and
      Zhang, Chongyang  and
      Zheng, Hao  and
      Liang, Jiayu  and
      Kefu, Xu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1605/",
    pages = "34181--34195",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{han-etal-2026-revisiting,
    title = "Revisiting Task Vectors: A Structural Analysis of Their Limits",
    author = "Han, Leekyeung  and
      JI, Hyeseung  and
      Jung, Sangwon  and
      Lyu, Seungwoo  and
      Seo, Paul Hongsuck",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1606/",
    pages = "34196--34212",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kini-etal-2026-reasoning,
    title = "Does Reasoning Preserve Alignment? On the Trustworthiness of Large Reasoning Models",
    author = "Kini, Prajakta  and
      Reddy, Avinash  and
      Chakraborty, Souradip  and
      Namburi GNVV, Satya Sai Srinath  and
      Huang, Furong  and
      Bedi, Amrit Singh  and
      Velasquez, Alvaro",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1607/",
    pages = "34213--34248",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cao-etal-2026-narrative,
    title = "From Narrative to Auditable Forecasts: A Structured Scaffold for Agentic Forecasting",
    author = "Cao, Yuanpu  and
      Du, Yongkang  and
      Chang, Yurui  and
      Lin, Lu  and
      Chen, Jinghui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1608/",
    pages = "34249--34267",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jung-etal-2026-ramp,
    title = "{RAMP}: Regime-Aware Merge-Prune Token Compression for {ASR}-Oriented Audio-Language Models",
    author = "Jung, Jaehan  and
      Lee, Taehan  and
      Lee, Hyukjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1609/",
    pages = "34268--34288",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ma-etal-2026-radar-accelerate,
    title = "{RADAR}: Accelerate Large Language Model Inference with {RL}-Based Dynamic Draft Trees",
    author = "Ma, Junjie  and
      Li, Jinlong  and
      Luo, Jiajun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1610/",
    pages = "34289--34301",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-deepresearch,
    title = "{D}eep{R}esearch {R}eward{B}ench: Evaluating Reward Models for Deep Research Report",
    author = "Liu, Shudong  and
      Zhong, Yuting  and
      Chen, Guanhua  and
      Yang, Xinyi  and
      Liu, Junnan  and
      Chao, Lidia S.  and
      Liu, Jiaheng  and
      Wong, Derek F.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1611/",
    pages = "34302--34319",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ye-etal-2026-tokens,
    title = "Not All Tokens See Equally: Perception-Grounded Policy Optimization for Large Vision-Language Models",
    author = "Ye, Zekai  and
      Feng, Xiaocheng  and
      Chen, Ruihan  and
      Li, Ziming  and
      Ren, Haoyu  and
      Chen, Kun  and
      Tu, Dandan  and
      Qin, Bing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1612/",
    pages = "34320--34344",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mathur-etal-2026-social,
    title = "Social Caption: Evaluating Social Understanding in Multimodal Models",
    author = "Mathur, Leena  and
      Thumu, Bhaavanaa  and
      Kebe, Gaoussou Youssouf  and
      Morency, Louis-Philippe",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1613/",
    pages = "34345--34370",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hu-etal-2026-ziprl,
    title = "{Z}ip{RL}: Adaptive Multi-Turn Context Compression with Hindsight Response Replay",
    author = "Hu, Zhexin  and
      Wang, Li  and
      Wang, Xiaohan  and
      Chai, Jiajun  and
      Guo, Xiaojun  and
      Lin, Wei  and
      Zhou, Xin  and
      Yin, Guojun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1614/",
    pages = "34371--34391",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shi-etal-2026-prooffrontier,
    title = "{P}roof{F}rontier: Turning Verified Proofs into Boundary-hard Tasks for Formal Theorem Proving",
    author = "Shi, Zhengyan  and
      Zhong, Jianyuan  and
      Zheng, Xiaolin  and
      Shi, Liangliang  and
      Xu, Qiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1615/",
    pages = "34392--34404",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{soemer-mihaljevic-2026-frame,
    title = "You Frame It: How Conceptual Representations Shape {LLM} Detection and Reasoning about Antisemitism",
    author = "Soemer, Katharina  and
      Mihaljevic, Helena",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1616/",
    pages = "34405--34423",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{luo-etal-2026-learning,
    title = "Learning When to Think: Utility-Guided Adaptive Reasoning for Efficient Text Retrieval",
    author = "Luo, Yingtao  and
      Zhao, Kangyi  and
      Du, Shiyi  and
      Li, Yubo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1617/",
    pages = "34424--34434",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-mmrad,
    title = "{MMR}ad-22{K}: A Structured Multimodal Evidence Dataset for Chest {X}-ray Report Generation",
    author = "Zhao, Yichen  and
      Peng, Zelin  and
      Tang, Fenghe  and
      Yang, Piao  and
      Huang, Yu  and
      Shen, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1618/",
    pages = "34435--34452",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shi-etal-2026-lsh,
    title = "{LSH}-{RL}: Long-Short Horizon Reinforcement Learning for Persona-Level Role-Playing Agents",
    author = "Shi, Wenlong  and
      Lian, Jianxun  and
      Qin, Haiming  and
      Zhang, Jiwei  and
      Zhang, Wei  and
      Zhou, Mingyang  and
      Liao, Hao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1619/",
    pages = "34453--34470",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tang-etal-2026-privagentflow,
    title = "{P}riv{A}gent{F}low: Agentic Workflow for Automating Privacy Preservation in Web Agents",
    author = "Tang, Tianyi  and
      Ma, Tianyi  and
      Lyu, Yueming  and
      Ong, Yew-Soon  and
      Tsang, Ivor  and
      Yin, Haiyan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1620/",
    pages = "34471--34491",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ghiasvand-etal-2026-realm,
    title = "{REALM}: Reliable Expertise-Aware Language Model Fine-Tuning from Noisy Annotations",
    author = "Ghiasvand, Sajjad  and
      Beliaev, Mark  and
      Alizadeh, Mahnoosh  and
      Pedarsani, Ramtin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1621/",
    pages = "34492--34509",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kowalczyk-etal-2026-data,
    title = "Data-Driven Red-Teaming: Reusing Adversarial Attacks via Metadata-Aware Retrieval",
    author = "Kowalczyk, Mateusz  and
      Sendera, Marcin  and
      Cygert, Sebastian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1622/",
    pages = "34510--34528",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-star,
    title = "{STAR}-Table: Spatial Textual Anchoring and Reconstruction for Hierarchical Table Reasoning via {OCR}",
    author = "Wang, Zhoujian  and
      Zhang, Han  and
      Yang, Hanfang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1623/",
    pages = "34529--34558",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{rachmil-etal-2026-training,
    title = "Training-Free Policy Violation Detection via Activation-Space Whitening in {LLM}",
    author = "Rachmil, Oren  and
      Shapira, Avishag  and
      Betser, Roy  and
      Hofman, Omer  and
      Gershon, Itay  and
      Elovici, Yuval  and
      Shabtai, Asaf  and
      Vainshtein, Roman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1624/",
    pages = "34559--34579",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hong-etal-2026-assay,
    title = "{ASSAY}: Reconciling Stability and Validity in Reference-Free Scientific {LLM} Judges",
    author = "Hong, Soyeon  and
      Kim, Heegyu  and
      Hong, Ji Hoon  and
      Hwang, Jindong  and
      Ha, Juhyeon  and
      Cho, Sung Beom  and
      Cho, Hyunsouk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1625/",
    pages = "34580--34600",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-pan-2026-fusian,
    title = "Fusian: Multi-{L}o{RA} Fusion for Fine-Grained Continuous {MBTI} Personality Control in Large Language Models",
    author = "Chen, Zehao  and
      Pan, Rong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1626/",
    pages = "34601--34611",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-prism,
    title = "{PRISM}: Multidimensional Safety Risk Detection and Measurement Beyond Superficial Compliance for {LLM}s",
    author = "Sun, YIfan  and
      Zhao, Xiang  and
      Lin, Beining  and
      Huang, Feng  and
      Song, You",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1627/",
    pages = "34612--34632",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gu-etal-2026-text,
    title = "Text Attribution as Continuous Trajectories: Paired {AUC} Metrics and Mid-Layer Allocation-Effect Decomposition",
    author = "Gu, Zihan  and
      Zhang, Xinyan  and
      Zhang, TianYi  and
      Zhang, Han  and
      Zhang, Hua  and
      Hu, Yue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1628/",
    pages = "34633--34656",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chu-etal-2026-detection,
    title = "From Detection to Refusal: Safer {LLM}s via Circuit-Guided Weight Scaling",
    author = "Chu, Kuan-Lin  and
      Sun, Chung-En  and
      Weng, Tsui-Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1629/",
    pages = "34657--34680",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shah-johnson-2026-ndd,
    title = "{NDD}-{R}1: Reinforcement Learning for Multimodal {LLM}s to Understand Communication in Non- and Minimally-Speaking Autistic Individuals",
    author = "Shah, Siddhant Bikram  and
      Johnson, Kristina T.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1630/",
    pages = "34681--34697",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhu-etal-2026-preserving,
    title = "Preserving General Capability in Personality-Aligned {LLM}s via Orthogonal Gradient Projection",
    author = "Zhu, Yangfu  and
      Wei, Linyue  and
      Ning, Nianwen  and
      Zhou, Pengpeng  and
      Song, Chenguang  and
      Wang, Yuandong  and
      Shao, Zhenzhou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1631/",
    pages = "34698--34714",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-evigen,
    title = "{E}vi{G}en: Predictive Evidence Scaffolding for Verifiable Clinical Rationale Generation",
    author = "Li, Fengnan  and
      Burre, Heman  and
      Sun, Liwen  and
      Varma, Roshni  and
      Engelhard, Matthew M.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1632/",
    pages = "34715--34743",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{okulska-etal-2026-mirror,
    title = "Mirror, Mirror on the Wall: Prompt Echoing in Instruct Language Models",
    author = "Okulska, Inez  and
      Naskr{\k{e}}cki, Bartosz  and
      Piotrowski, Jan  and
      Steifer, Tomasz",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1633/",
    pages = "34744--34750",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jiang-etal-2026-learning,
    title = "Learning to Code by Learning to Verify: Execution-Grounded Co-Evolution of Code Generation and Self-Verification for Reliable Code {LLM}s",
    author = "Jiang, Juyong  and
      Park, Chansung  and
      Shen, Jiasi  and
      Kim, Sunghun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1634/",
    pages = "34751--34764",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hong-etal-2026-cost,
    title = "Cost-efficient Active Learning for Referring Image Segmentation and Grounding",
    author = "Hong, Junbeom  and
      Yu, Seonghoon  and
      Jung, Hyung Rok  and
      Kim, Sundong  and
      Son, Jeany",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1635/",
    pages = "34765--34788",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{khalifa-etal-2026-gaming,
    title = "Gaming the Judge: How Unfaithful Chain-of-Thought Can Undermine Agent Evaluation",
    author = "Khalifa, Muhammad  and
      Logeswaran, Lajanugen  and
      Kim, Jaekyeom  and
      Sohn, Sungryull  and
      Zhang, Yunxiang  and
      Lee, Moontae  and
      Peng, Hao  and
      Wang, Lu  and
      Lee, Honglak",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1636/",
    pages = "34789--34825",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tang-etal-2026-memory,
    title = "From Memory to Skills: Evidence-Grounded Governance for Long-Horizon {LLM} Agents",
    author = "Tang, Bo  and
      Zhang, Yang  and
      Zhuang, Guomian  and
      Wei, Wenqiang  and
      Zheng, Gaoyang  and
      Xie, Lindong  and
      Tan, Yanchao  and
      Xiong, Feiyu  and
      Yang, Qingyu  and
      Chung, Edward  and
      li, Zhiyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1637/",
    pages = "34826--34847",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ni-etal-2026-lora,
    title = "Is {L}o{RA} Robust to Adversarial Attacks? Expectation-Based Regularization for Parameter-Efficient Adversarial Training",
    author = "Ni, Mingze  and
      Gong, Yongshun  and
      Yang, Xinghao  and
      Liu, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1638/",
    pages = "34848--34861",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-hintbench,
    title = "{HINTB}ench: Horizon-agent Intrinsic Non-attack Trajectory Benchmark",
    author = "Wang, Jiacheng  and
      Hou, Jinchang  and
      Wang, Fabian  and
      Jian, Ping  and
      Lv, Zhonghou  and
      Bao, Chenfu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1639/",
    pages = "34862--34888",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-codepivot,
    title = "{CODEPIVOT}: Bootstrapping Multilingual Transpilation in {LLM}s via Reinforcement Learning with Reduced Reliance on Parallel Corpora",
    author = "LI, Shangyu  and
      Jiang, Juyong  and
      Ren, Meibo  and
      Zhong, Sizhe  and
      Tan, Huiri  and
      Gou, Yunhao  and
      Han, Xu  and
      Chong, Chun Yong  and
      Peng, Yun  and
      Shen, Jiasi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1640/",
    pages = "34889--34909",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-metagai,
    title = "{M}eta{GAI}: A Large-Scale and High-Quality Benchmark for Generative {AI} Model and Data Card Generation",
    author = "Zhang, Haoxuan  and
      Li, Ruochi  and
      Zhang, Yang  and
      Liang, Zhenni  and
      Ding, Junhua  and
      Xiao, Ting  and
      Chen, Haihua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1641/",
    pages = "34910--34931",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-script,
    title = "Before the Script, Set the Stage: How Worldview Simulation Amplifies Psychologically Grounded Persuasion in Multi-Turn Jailbreaking",
    author = "Chen, Siyu  and
      Wang, Haoran  and
      Li, Xiaojian  and
      Huang, Yao  and
      Dong, Yinpeng  and
      Xu, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1642/",
    pages = "34932--34950",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{suri-etal-2026-frames2lora,
    title = "{F}rames2{L}o{RA}: Parametric Video Internalization for Vision-Language Models",
    author = "Suri, Manan  and
      Baskar, Sarvesh  and
      Manocha, Dinesh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1643/",
    pages = "34951--34989",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yin-etal-2026-queries,
    title = "When Should Queries Be Decomposed? A Stage-Aware Study of Query Decomposition for Multi-Condition Retrieval",
    author = "Yin, Bochao  and
      Lu, Xuan  and
      Qi, Zhengyu  and
      Shen, Xiaoyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1644/",
    pages = "34990--35016",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liang-etal-2026-puzzles,
    title = "Puzzles to Paradigms: A Survey of Human{--}Agent Collaboration in Scientific Innovation",
    author = "Liang, Zhenni  and
      Zhang, Haoxuan  and
      Chen, Haihua  and
      Xiao, Ting  and
      Ding, Junhua  and
      Zhang, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1645/",
    pages = "35017--35041",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{rashidov-etal-2026-talim,
    title = "{TALIM}: A Benchmark Dataset for {T}ajik Academic Language Intelligence Measurement",
    author = "Rashidov, Azamat  and
      Rashidov, Anis  and
      Narumanchi, Archit  and
      Park, Jong C.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1646/",
    pages = "35042--35056",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bharadwaj-srinivasa-2026-hybrid,
    title = "Hybrid {PIR}: Balancing Token Compression and Structural Invariance via {P}{\={a}}ṇinian Role Assignment",
    author = "Bharadwaj, Kriti  and
      Srinivasa, Gowri",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1647/",
    pages = "35057--35070",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-lee-2026-linearly,
    title = "Linearly Readable, Not Robust: How Linear Jailbreak Probes Conflate Benign Register with Adversarial Intent",
    author = "Kim, JaeSeong  and
      Lee, Suan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1648/",
    pages = "35071--35088",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cheng-etal-2026-evocurr,
    title = "{E}vo{C}urr: Self-evolving Curriculum with Behavior Code Generation for Complex Decision-making",
    author = "Cheng, Yang  and
      Ma, Weiyu  and
      Wang, Zilai  and
      Zhu, Wenhui  and
      Lv, Tangjie  and
      Hu, Yujing  and
      Elhoseiny, Mohamed  and
      Deng, Yue  and
      Zhao, Jian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1649/",
    pages = "35089--35124",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lei-etal-2026-unisurgbench,
    title = "{U}ni{S}urg{B}ench: Benchmarking Surgical Video Understanding with Step-wise Reasoning and Workflow Aligned Evaluation",
    author = "Lei, Zhenxin  and
      Li, Mengyang  and
      Li, Qian  and
      Cui, Haozhe  and
      Zhao, Zhimin  and
      Han, Hu  and
      Shan, Shiguang  and
      Chen, Xilin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1650/",
    pages = "35125--35161",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-world,
    title = "How do World Models and Policies Compose in {LLM} Agents? A Joint Spectral and Behavioral Account",
    author = "Xu, Ruize  and
      Yu, Xiao  and
      Tang, Yujin  and
      Shang, Chenming  and
      Singh, Nikhil",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1651/",
    pages = "35162--35182",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-bridging,
    title = "Bridging {SLM}s and {LLM}s: A Lightweight Framework for Knowledge Injection",
    author = "Li, Zihao  and
      Xu, Xuekong  and
      Yu, Yuqing  and
      Zou, Lixin  and
      Li, Chenliang  and
      Lu, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1652/",
    pages = "35183--35210",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-qo,
    title = "{QO}-Bench: Diagnosing Query-Operator-Preserving Retrieval over Typed Event Tuples",
    author = "Zhang, Mengao  and
      Yang, Xiang  and
      Chang, Liu  and
      Tianhui, Tan  and
      Huang, Ke-Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1653/",
    pages = "35211--35229",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{busigin-pinter-2026-inside,
    title = "Inside the {LLM} Word Factory",
    author = "Busigin, Benzi  and
      Pinter, Yuval",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1654/",
    pages = "35230--35249",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mazumder-etal-2026-evaluating,
    title = "Evaluating Cross-lingual Knowledge Consistency in Code-Mixed vis-a-vis {I}ndian Languages using {I}ndic{KLAR}",
    author = "Mazumder, Debajyoti  and
      Pathak, Divyansh  and
      Kodali, Prashant  and
      Joshi, Aditya  and
      Agarwal, Akshay  and
      Patro, Jasabanta",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1655/",
    pages = "35250--35277",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-helpfulness,
    title = "From Helpfulness to Toxic Proactivity: Diagnosing Behavioral Misalignment in {LLM} Agents",
    author = "Wang, Xinyue  and
      Zhang, Yuanhe  and
      Gong, Zhengshuo  and
      Gao, Haoran  and
      Meng, Fanyu  and
      Zhou, Zhenhong  and
      Sun, Li  and
      Liu, Yang  and
      Su, Sen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1656/",
    pages = "35278--35312",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ma-etal-2026-thrd,
    title = "{THRD}:A Training-Free Multi-Turn Defense Framework for Jailbreak Attacks on Large Language Models",
    author = "ma, Zhiqing  and
      Xu, Zhonghao  and
      Yu, Dong  and
      Kang, Chen  and
      Li, Changliang  and
      Liu, Pengyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1657/",
    pages = "35313--35337",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bharati-etal-2026-lost,
    title = "Lost in Localization: Benchmarking Intralingual Cultural Adaptation in Large Language Models",
    author = "Bharati, Soumedhik  and
      Brahma, Maharaj  and
      Desarkar, Maunendra Sankar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1658/",
    pages = "35338--35358",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{brena-etal-2026-mining,
    title = "Mining Legal Arguments in {U}.{S}. Corporate Case Law",
    author = "Brena, Luis  and
      Jurayj, William  and
      Deyesu, Gregory  and
      Al-Huneidi, Zaid  and
      Blair-Stanek, Andrew  and
      Van Durme, Benjamin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1659/",
    pages = "35359--35386",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-patch,
    title = "Patch the Distribution Mismatch: {RL}-Based Data Rewriting for Stable Downstream {SFT}",
    author = "Wang, Jiacheng  and
      Liu, Zhijie  and
      Jian, Ping  and
      Chen, Zirong  and
      Liao, Ke Ren  and
      Yang, Zhen  and
      Guo, Zhongbin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1660/",
    pages = "35387--35407",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-conditional,
    title = "Conditional Accuracy Profiles: Diagnosing {LLM} Judges across Deployment Conditions",
    author = "Li, Wenqi  and
      Liu, Bin  and
      Ruan, Mindi  and
      Hu, Chuanbo  and
      Yin, Minglei  and
      Li, Xin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1661/",
    pages = "35408--35427",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hamilton-li-2026-peak,
    title = "Peak Information Flux: A Resource Rational Measure of Language Processing Difficulty",
    author = "Hamilton, Millan  and
      Li, Jiaxuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1662/",
    pages = "35428--35441",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-ksafe,
    title = "{KSAFE}-{MM}: A Multimodal Safety Benchmark via Localized Contextualization for {K}orean Cultural Risks",
    author = "Kim, Yongwoo  and
      An, Sojung  and
      Park, Yunjin  and
      Yoon, Jungwon  and
      Lee, Dujin  and
      Cho, HyunBeom  and
      Lee, Jaewon  and
      Lee, Wonhyuk  and
      Kim, Youngchol  and
      Kim, JeongYeop  and
      Kim, Donghyun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1663/",
    pages = "35442--35468",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-evaluating-harmful,
    title = "Evaluating Harmful Memorization in {LLM} Code Generation",
    author = "Zhang, Lizhe  and
      Chen, Wentao  and
      Zhong, Li  and
      Peng, Letian  and
      Wang, Zilong  and
      Shang, Jingbo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1664/",
    pages = "35469--35491",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-disasterbench,
    title = "{D}isaster{B}ench: Benchmarking {LLM} Planning under Typed Tool Interface Constraints",
    author = "Chen, Zhitong  and
      Yin, Kai  and
      Zhang, Weifeng  and
      Wang, Zhiyuan  and
      Dong, Xiangjue  and
      Liu, Chengkai  and
      Liu, Zhewei  and
      Xiao, Yiming  and
      Mostafavi, Ali  and
      Caverlee, James",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1665/",
    pages = "35492--35523",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jin-etal-2026-exprl,
    title = "{E}xp{RL}: Unified Non-Parametric and Parametric Experience Learning for {LLM} Agent Evolution",
    author = "Jin, Zhuoran  and
      Wang, Lingshuai  and
      Hao, Yupu  and
      Men, Tianyi  and
      He, Zhitao  and
      Zeng, Daojian  and
      Liu, Kang  and
      Zhao, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1666/",
    pages = "35524--35546",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{singh-etal-2026-kite,
    title = "{KITE}: Kernelized and Information Theoretic Exemplars for In-Context Learning",
    author = "Singh, Vaibhav  and
      Ghosal, Soumya Suvra  and
      Joshua, Kapu Nirmal  and
      Pal, Soumyabrata  and
      Ray Chowdhury, Sayak",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1667/",
    pages = "35547--35568",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-grove,
    title = "Grove {M}o{E}: Towards Efficient and Superior {M}o{E} {LLM}s with Adjugate Experts",
    author = "Wu, Haoyuan  and
      Chen, Haoxing  and
      Chen, Xiaodong  and
      Zhou, Zhanchao  and
      Chen, Tieyuan  and
      Zhuang, Yihong  and
      Lu, Guoshan  and
      Huang, Zenan  and
      Zhao, Junbo  and
      Liu, Lin  and
      Lan, Zhenzhong  and
      Yu, Bei  and
      Li, Jianguo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1668/",
    pages = "35569--35581",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-shopping,
    title = "Shopping Companion: Benchmarking and Training {LLM} Agents for Long-Horizon Preference-Grounded {E}-Commerce Tasks",
    author = "Yu, Zijian  and
      Xiao, Kejun  and
      Zhao, Huaipeng  and
      Luo, Tao  and
      Zeng, Xiaoyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1669/",
    pages = "35582--35609",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-mpib,
    title = "{MPIB}: A Benchmark for Medical Prompt Injection Attacks and Clinical Safety in {LLM}s",
    author = "Lee, Junhyeok  and
      Jang, Han  and
      Choi, Kyu Sung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1670/",
    pages = "35610--35628",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{habibi-etal-2026-symbolic,
    title = "Symbolic Mechanistic Data Attribution: Tracing Training Influence to Learned Behavioral Policies",
    author = "Habibi, Reza  and
      Lee, Darian  and
      El-Nasr, Magy Seif",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1671/",
    pages = "35629--35661",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-cc,
    title = "{CC}-Mediation: Evaluating Large Language Models for Cross-Cultural Conflict Mediation",
    author = "Lee, Suhyun  and
      Zhang, Wenxuan  and
      Yow, W. Quin  and
      Deng, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1672/",
    pages = "35662--35689",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liberatori-etal-2026-video,
    title = "Video-Language Entailment for Video Similarity Estimation",
    author = "Liberatori, Benedetta  and
      Vaquero, Lorenzo  and
      Ricci, Elisa  and
      Rota, Paolo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1673/",
    pages = "35690--35706",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhan-etal-2026-pace,
    title = "{PACE}-Bench: Benchmarking Physics Adaptation via Code Evolution in Dynamic Environments",
    author = "Zhan, Yuhao  and
      He, Bingxiang  and
      Tang, Zecong  and
      Xiao, Chaojun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1674/",
    pages = "35707--35753",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jang-etal-2026-subt,
    title = "{S}ub{T}: Subspace Tuning for Few-shot Generalization of Audio-Language Models",
    author = "Jang, Jaehyuk  and
      Ko, Kangwook  and
      Lee, Wonjun  and
      Kim, Changick",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1675/",
    pages = "35754--35770",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jiang-etal-2026-vibe,
    title = "{VIBE}-Bench: Evaluating Personalized Large Language Models When Profiles Don{'}t Mean Preferences",
    author = "Jiang, Yiwen  and
      Deng, Yang  and
      Fong, Stephanie  and
      Wang, Zimu  and
      Shen, Yaling  and
      Feng, Wei  and
      Yang, Hongxi  and
      Zhao, Xiangyu  and
      Xu, Zhongxing  and
      Mehta, Deval  and
      Cheng, Xuelian  and
      Ge, Zongyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1676/",
    pages = "35771--35797",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-calibration,
    title = "Calibration-Free Early Stopping for Chain-of-Thought Reasoning via {E}-processes",
    author = "Lee, Dong-Jae  and
      Han, Gyojin  and
      Kim, Junmo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1677/",
    pages = "35798--35814",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shi-etal-2026-mem,
    title = "Mem-{ABC}: Attitude-Aware Agent Memory for Personalized Question Answering",
    author = "Shi, Yinghan  and
      Fu, Kai  and
      Chu, Quanyou  and
      Liu, Xinyu  and
      Du, Ming  and
      Wang, Hongya  and
      Meng, Xiaojun  and
      Wei, Jiansheng  and
      Xiao, Yanghua  and
      Xu, Bo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1678/",
    pages = "35815--35835",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-beyond-static,
    title = "Beyond Static Dialogues: Benchmarking Realistic, Heterogeneous, and Evolving Long-Horizon Memory",
    author = "Zhang, Han  and
      Tang, Zihao  and
      Yu, Xin  and
      Liu, Xiao  and
      Gong, Yeyun  and
      Huang, Haizhen  and
      Lu, Yan  and
      Deng, Weiwei  and
      Sun, Feng  and
      Zhang, Qi  and
      Yang, Hanfang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1679/",
    pages = "35836--35872",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-recursive,
    title = "Recursive Reasoning or Statistical Extrapolation? In-Context Learning in Multi-Agent Interdependent Decision-Making",
    author = "Liu, Yu  and
      Li, Wenwen  and
      Dou, Yifan  and
      Ye, Guangnan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1680/",
    pages = "35873--35895",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-mc,
    title = "{MC}-{CXR}: A Multi-Context Chest {X}-ray Benchmark for Context-Induced Disruption in Vision-Language Models",
    author = "Lee, Junhyeok  and
      Kim, Songsoo  and
      Choi, Kyu Sung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1681/",
    pages = "35896--35910",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-orcajack,
    title = "{O}rca{J}ack: Hijacking Agent Orchestration in Open Multi-Agent Systems",
    author = "Li, Xiang  and
      Yu, Haining  and
      Pan, Wenbo  and
      Zhang, Hongli  and
      Jia, Xiaohua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1682/",
    pages = "35911--35929",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jiang-etal-2026-affordance20q,
    title = "{A}ffordance20{Q}: Evaluating Affordance Reasoning from Physical Properties",
    author = "Jiang, Yifan  and
      Yang, Meige  and
      Li, Zitong  and
      Pujara, Jay",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1683/",
    pages = "35930--35948",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shi-etal-2026-beyond-shadow,
    title = "Beyond My Own Shadow: Collaborative Latent Prompting for Personalized Question Answering",
    author = "Shi, Yinghan  and
      Fu, Kai  and
      Liu, Xinyu  and
      Chu, Quanyou  and
      Du, Ming  and
      Wang, Hongya  and
      Xiao, Yanghua  and
      Xu, Bo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1684/",
    pages = "35949--35965",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ji-etal-2026-tap,
    title = "{TAP}-{RAG}: Task-Aware Policy Control for Long-Document Multimodal Question Answering",
    author = "Ji, Zhong  and
      Jin, Keqi  and
      Zhang, Yan  and
      Li, Jiasheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1685/",
    pages = "35966--35980",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-audioprocessbench,
    title = "{A}udio{P}rocess{B}ench: Benchmark for Identifying Process Errors in Audio-Grounded Reasoning",
    author = "Zhao, Xiangyu  and
      Yan, Junyu  and
      Shen, Yaling  and
      Fong, Stephanie  and
      Wang, Zimu  and
      Jiang, Yiwen  and
      Xu, Qingyang  and
      Liu, Jiahe  and
      Dwyer, Dominic  and
      Ge, Zongyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1686/",
    pages = "35981--36003",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{song-yoo-2026-sage,
    title = "{SAGE}: Sink-Aware Guided Emphasis for Visual Grounding in Vision-Language Decoders",
    author = "Song, Jeonghyo  and
      Yoo, YoungJoon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1687/",
    pages = "36004--36026",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xia-etal-2026-autohealth,
    title = "{A}uto{H}ealth: Uncertainty-Aware Multi-Agent Framework for Autonomous Health Prediction",
    author = "Xia, Tong  and
      Li, Weibin  and
      Liu, Yu  and
      Gang, Liu  and
      Li, Yong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1688/",
    pages = "36027--36083",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hua-etal-2026-ptcg,
    title = "{PTCG}-Bench: Can {LLM} Agents Master Pok{\'e}mon Trading Card Game?",
    author = "Hua, Dongdong  and
      Sun, Yifei  and
      Huang, Renhong  and
      Wang, Chunping  and
      Gao, Feng  and
      Yang, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1689/",
    pages = "36084--36099",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-stadie-2026-leaks,
    title = "All Leaks Count, Some Count More: Interpretable Temporal Contamination Detection and Mitigation in {LLM} Backtesting",
    author = "Zhang, Zeyu  and
      Stadie, Bradly",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1690/",
    pages = "36100--36127",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sharifdeen-etal-2026-mvc,
    title = "{MVC}-Bench: Benchmarking Calibration of Medical Vision-Language Models",
    author = "Sharifdeen, Ashshak  and
      Ahamed, Shihab Aaqil  and
      Khan, Ufaq  and
      Munir, Muhammad Akhtar  and
      Ibrahim, Sujair  and
      Ahamed, Mohamed Rafeek Mareer  and
      Xie, Yutong  and
      Razzak, Imran  and
      Khan, Muhammad Haris",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1691/",
    pages = "36128--36162",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{iwahana-etal-2026-dummy,
    title = "Dummy Backdoor as a Defense: Removing Unknown Backdoors via Shared Internal Mechanisms for Generative {LLM}s",
    author = "Iwahana, Kazuki  and
      Matsubayashi, Masaru  and
      Koyama, Takuma  and
      Shibahara, Toshiki  and
      Ominato, Kenichiro  and
      Ito, Akira",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1692/",
    pages = "36163--36180",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-phonological,
    title = "Phonological Abstraction and Exception Memorization in Noisy Tone Learning",
    author = "Yang, Yi  and
      Wang, Yiming  and
      Yuan, Jiahong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1693/",
    pages = "36181--36199",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hou-etal-2026-agent4exprec,
    title = "{A}gent4{E}xp{R}ec: Towards Generating and Evaluating User-Centric Recommendation Explanation",
    author = "Hou, Yayu  and
      Yu, Dongjin  and
      Wang, Dongjing  and
      Li, Changgeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1694/",
    pages = "36200--36215",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jiale-etal-2026-immersion,
    title = "Immersion in the {G}it{H}ub Universe: Scaling Coding Agents to Mastery",
    author = "Jiale, Zhao  and
      Chen, Guoxin  and
      Meng, Fanzhe  and
      Li, Minghao  and
      Chen, Jie  and
      Xu, Hui  and
      Sun, Yongshuai  and
      Zhao, Xin  and
      Song, Ruihua  and
      Zhang, Yuan  and
      Wang, Peng  and
      Chen, Cheng  and
      Wen, Ji-Rong  and
      Jia, Kai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1695/",
    pages = "36216--36236",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mukherjee-etal-2026-geometry,
    title = "The Geometry of {LLM}-as-Judge: Why Inter-{LLM} Consensus Is Not Human Alignment",
    author = "Mukherjee, Sourabrata  and
      Abid, Hamna  and
      Bali, Kalika  and
      Sitaram, Sunayana",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1696/",
    pages = "36237--36266",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{peng-etal-2026-g,
    title = "{G}-{STAR}: End-to-End Global Speaker-Tracking Attributed Recognition",
    author = "Peng, Jing  and
      Chen, Ziyi  and
      Li, Haoyu  and
      Wang, Yucheng  and
      Li, Mengtian  and
      MA, Duo  and
      Xi, Yu  and
      Du, Yunfan  and
      Yu, Kai  and
      Wang, Shuai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1697/",
    pages = "36267--36276",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fan-etal-2026-reasoning,
    title = "Is Reasoning Always Useful? Rethinking Reasoning Utility in Universal Multimodal Embeddings",
    author = "Fan, Wenxiao  and
      Fu, Jingling  and
      Liu, Luohang  and
      Shan, Xinyuan  and
      Ma, Lichen  and
      He, Yu  and
      Huang, Junshi  and
      Li, Yan  and
      Li, Kan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1698/",
    pages = "36277--36304",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-toolsmith,
    title = "{T}ool{S}mith: An Automatic Tool-Generation Framework for Multimodal Search Agents",
    author = "Sun, Rui  and
      Huang, Junhua  and
      Zancato, Luca  and
      Islam, Md Mofijul  and
      Chang, Kai-Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1699/",
    pages = "36305--36324",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kang-etal-2026-thinkfuse,
    title = "{T}hink{F}use: Trajectory-Aware Test-Time Fusion for Small Reasoning Models",
    author = "Kang, Myunghoon  and
      Lee, Jungseob  and
      Seo, Jaehyung  and
      Lim, Heuiseok",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1700/",
    pages = "36325--36341",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qazi-etal-2026-adversarial,
    title = "Adversarial Robustness of Retrieval-Based Fact-Checking: Detecting and Mitigating Evidence Contamination",
    author = "Qazi, Alamgir Munir  and
      McCrae, John Philip  and
      Abdul Nasir, Jamal",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1701/",
    pages = "36342--36355",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{srivastav-etal-2026-unknown,
    title = "Unknown Unknowns: Do Hidden Intentions in {LLM}s Evade Detection?",
    author = {Srivastav, Devansh  and
      Pape, David  and
      Sch{\"o}nherr, Lea},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1702/",
    pages = "36356--36408",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{singh-etal-2026-thinkretrieve,
    title = "{T}hink{R}etrieve: Retrieval-Augmented Reasoning Traces for Test-Time Scaling",
    author = "Singh, Vaibhav  and
      Ghosal, Soumya Suvra  and
      Gharat, Sarvesh  and
      Pal, Soumyabrata  and
      Narayanam, Ramasuri  and
      Manocha, Dinesh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1703/",
    pages = "36409--36426",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-aster,
    title = "{ASTER}: Agentic Scaling with Tool-integrated Extended Reasoning",
    author = "Zhang, Xuqin  and
      He, Quan  and
      Zheng, Zhenrui  and
      Zhang, Zongzhang  and
      He, Xu  and
      Li, Dong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1704/",
    pages = "36427--36451",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-pearl,
    title = "{PEARL}: Perturbation Efficient Alignment Group Relative Reinforcement Learning",
    author = "Huang, Yue  and
      Zhao, ChenZhuo  and
      Yang, Zhi  and
      Zhao, Pu  and
      Yang, Fangkai  and
      Wang, Lu  and
      Liu, Mengqiao  and
      Lin, Qingwei  and
      Rajmohan, Saravan  and
      Zhang, Dongmei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1705/",
    pages = "36452--36474",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhan-etal-2026-assessment,
    title = "Assessment of Generative Named Entity Recognition in the Era of Large Language Models",
    author = "Zhan, Qi  and
      Wang, Yile  and
      Huang, Hui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1706/",
    pages = "36475--36493",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yong-etal-2026-controllable,
    title = "Controllable Affective Generation via Latent Vector Steering",
    author = "Yong, Xixian  and
      Chang, Siyuan  and
      Zhang, Yingying  and
      Wu, Xian  and
      Zhou, Xiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1707/",
    pages = "36494--36510",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{salme-etal-2026-wrote,
    title = "{I} Wrote This Because of That: Interpretable Radiology Report Generation via Visual Prototypes",
    author = "Salm{\`e}, Marco  and
      Siciliano, Federico  and
      Silvestri, Fabrizio  and
      Soda, Paolo  and
      Sicilia, Rosa  and
      Guarrasi, Valerio",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1708/",
    pages = "36511--36527",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kang-etal-2026-co,
    title = "Co-{R}e{A}ct: Rubrics as Step-Level Collaborators for {R}e{A}ct Agents",
    author = "Kang, Jiazheng  and
      Zhang, Bowen  and
      Song, Zixin  and
      Chen, Jiangwang  and
      Shen, Yuan  and
      Liu, Yang  and
      Jiang, Guanjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1709/",
    pages = "36528--36538",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zaghouani-etal-2026-qatarguard,
    title = "{Q}atar{G}uard: A Culturally-Aware Safety Benchmark for {A}rabic and Multilingual {LLM}s",
    author = "Zaghouani, Wajdi  and
      Aldous, Kholoud Khalil  and
      Biswas, Md. Rafiul  and
      Abdelkreem, Mohammed",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1710/",
    pages = "36539--36550",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tan-etal-2026-grzo,
    title = "{GRZO}: Group-Relative Zeroth-Order Optimization for Large Language Model Fine-Tuning",
    author = "Tan, Liyan  and
      Zhao, Yequan  and
      Yang, Yifan  and
      Zhang, Ruijie  and
      Yu, Xinling  and
      Zhang, Zheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1711/",
    pages = "36551--36581",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xie-etal-2026-enumeration,
    title = "From Enumeration to Principle: Robust Prompt Optimization via Semantic Reflection and Multi-Objective Evolution",
    author = "Xie, Gang  and
      Shan, Dongming  and
      Li, Kai  and
      Huang, Ziyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1712/",
    pages = "36582--36607",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{woo-etal-2026-retrieval,
    title = "Retrieval Myopia: Why {RL} Search Agents Fail to Read What They Find",
    author = "Woo, Hyeondong  and
      Han, Jaeho  and
      Pham, Trung X.  and
      Kim, Junyeong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1713/",
    pages = "36608--36622",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gu-etal-2026-omanic,
    title = "Omanic: Towards Step-wise Evaluation of Multi-hop Reasoning in Large Language Models",
    author = "Gu, Xiaojie  and
      Tong, Sherry T.  and
      Feng, Aosong  and
      Han, Sophia Simeng  and
      Lu, Jinghui  and
      Chen, Yingjian  and
      Iwasawa, Yusuke  and
      Matsuo, Yutaka  and
      Park, Chanjun  and
      Ying, Rex  and
      Li, Irene",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1714/",
    pages = "36623--36647",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-confidence,
    title = "Confidence-Gated Transductive Test Generation for Code Reranking",
    author = "Lee, Sungjae  and
      Yoon, Youngsik  and
      Song, Seockbean  and
      Wang, Siwei  and
      Chen, Wei  and
      Ok, Jungseul",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1715/",
    pages = "36648--36660",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kang-etal-2026-collaborative,
    title = "Collaborative {OS} of Multi-Agent Systems",
    author = "Kang, Jiazheng  and
      Zhao, Ruochen  and
      Lin, Dongying  and
      Li, Gezi  and
      Bai, Ting",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1716/",
    pages = "36661--36674",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{najpande-etal-2026-quiett,
    title = "{QUIETT}: Query-Independent Table Transformation for Robust Reasoning",
    author = "Najpande, Gaurav  and
      Kumar, Tampu Ravi  and
      Choudhury, Manan Roy  and
      Valeti, Neha  and
      Fu, Yanjie  and
      Gupta, Vivek",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1717/",
    pages = "36675--36696",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-etal-2026-thinking-right,
    title = "Thinking at the Right Size: Amortized Distillation Across Post-Trained {LLM}s",
    author = "Zhou, Yan  and
      Kangaslahti, Sara  and
      Geuter, Jonathan  and
      Nayak, Nihal V.  and
      Fumero, Marco  and
      Locatello, Francesco  and
      Alvarez-Melis, David",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1718/",
    pages = "36697--36728",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{park-etal-2026-code,
    title = "Code-Switching Reveals Language Anchoring in Multilingual {LLM}s",
    author = "Park, Jeonghyun  and
      Yoon, Seunghyun  and
      Jun, Yonghyun  and
      Lee, Hwanhee",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1719/",
    pages = "36729--36768",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jang-etal-2026-back,
    title = "Back to the Future: Forward-Only Committor Projection for Trajectory-Level Collapse Attribution in {RLVR} Reasoning",
    author = "Jang, Jaeeun  and
      Lee, Hansle  and
      Kim, Sangmin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1720/",
    pages = "36769--36801",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-chillguard,
    title = "{CHILLG}uard: Towards Fine-Grained {C}hinese {LLM} Safety Guardrail with Scalable Data Construction and Model-aware Preference Alignment",
    author = "Yu, Wenbo  and
      Wang, Bohua  and
      Fang, Hao  and
      Gao, Kuofeng  and
      Zeng, Jingru  and
      Yang, Xiaochen  and
      Zhang, Tianyi  and
      Ma, Xiaoxiao  and
      Kong, Jiawei  and
      Wu, Hao  and
      Chen, Bin  and
      Xia, Shu-Tao  and
      Zhang, Min",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1721/",
    pages = "36802--36827",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qiu-etal-2026-egtr,
    title = "{EGTR}-Review: Efficient Evidence-Grounded Scientific Peer Review Generation via Multi-Agent Teacher Distillation",
    author = "Qiu, Xinpeng  and
      Yihu, Wang  and
      Liu, Zhifeng  and
      Wang, Xiaochen  and
      Wang, Jimin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1722/",
    pages = "36828--36856",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fang-etal-2026-drdee,
    title = "{D}r{DEE}: A Deconstruction-Reconstruction Framework for Document-Level Event Extraction",
    author = "Fang, Kuofei  and
      Wei, Yuting  and
      Wan, Zexuan  and
      Wang, Bo  and
      Wu, Siyan  and
      Wu, Bin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1723/",
    pages = "36857--36872",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nguyen-etal-2026-online,
    title = "Online Language Adaptive Sampling for Better Distributed Cross-lingual Gains",
    author = "Nguyen, Quang Phuoc  and
      Gaschi, F{\'e}lix  and
      Anugraha, David  and
      Mart{\'i}nez Novoa, Santiago  and
      Lee, En-Shiun Annie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1724/",
    pages = "36873--36891",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-action,
    title = "No Action Without a {NOD}: A Heterogeneous Multi-Agent Architecture for Reliable Service Agents",
    author = "Yang, Zixu  and
      Zheng, Hang  and
      Jiang, Nan  and
      Tang, Zhiyang  and
      Zhang, Situo  and
      Wu, Xiaobao  and
      Chen, Lu  and
      Yu, Kai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1725/",
    pages = "36892--36923",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zaghouani-etal-2026-arabicdialectsafety,
    title = "{A}rabic{D}ialect{S}afety: A Dialect-Aware Benchmark for {A}rabic Content Safety Classification",
    author = "Zaghouani, Wajdi  and
      Biswas, Md. Rafiul  and
      Aldous, Kholoud Khalil  and
      Bessghaier, Mabrouka",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1726/",
    pages = "36924--36938",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-internalize,
    title = "Internalize the Temperature: On-Policy Self-Distillation as Policy Reheater for Reinforcement Learning",
    author = "Yang, Xuewei  and
      Yu, Jiachen  and
      Wu, Jie  and
      Sun, Shaoning  and
      Wang, Junjie  and
      Yang, Yujiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1727/",
    pages = "36939--36956",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-meetingqa2,
    title = "{MEETINGQA}2: A Generative Speaker-Centric Benchmark for Multi-Party Dialogue Question Answering",
    author = "Chen, Yuhan  and
      Li, Yanling  and
      Zou, Bowei  and
      Fan, Yifan  and
      Hong, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1728/",
    pages = "36957--36967",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-guardianagent,
    title = "{G}uardian{A}gent: Policy-Conditioned Risk-Adaptive Anonymization with Verified Adversarial Escalation",
    author = "Yang, Ruiyi  and
      Lihinikaduarachchi, Gayathri  and
      Masood, Rahat  and
      Salim, Flora D.  and
      Kanhere, Salil S.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1729/",
    pages = "36968--36984",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-safebranch,
    title = "{S}afe{B}ranch: Branch-Pair Safety Alignment for Embodied Agents",
    author = "Lee, Hyunse  and
      Jung, Jiwoo  and
      Lee, Haneul  and
      Jang, Kyochul  and
      Yu, Youngjae  and
      Lee, Woojin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1730/",
    pages = "36985--37010",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fihey-etal-2026-geometry,
    title = "A Geometry-Aware Depth Function for Robust Unsupervised Textual Anomaly Detection",
    author = "Fihey, Pierre  and
      Labeau, Matthieu  and
      Mozharovskyi, Pavlo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1731/",
    pages = "37011--37030",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-two,
    title = "Two-Stage Reinforcement Learning for Sound and Adversarial Test Generation in Code {LLM}s",
    author = "Xu, Jiacheng  and
      Zhang, Wentao  and
      Lyu, Zhiyi  and
      Zhang, Fuxiang  and
      Wang, Chaojie  and
      Liu, Yang  and
      An, Bo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1732/",
    pages = "37031--37051",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{verhoeven-etal-2026-reward,
    title = "What do Reward Models Memorize?",
    author = "Verhoeven, Ivo  and
      Mishra, Pushkar  and
      Shutova, Ekaterina",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1733/",
    pages = "37052--37086",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-dyco,
    title = "{D}y{C}o: Dynamic Cognitive Role Coordination for Open-Ended Multi-Agent Research Synthesis and Verification",
    author = "Zhang, Zhiyu  and
      Wu, Leheng  and
      Mo, Yijun  and
      Zhong, Mingchu  and
      Zhang, Yulin  and
      XI, Chen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1734/",
    pages = "37087--37110",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tommasel-schedl-2026-measuring,
    title = "Measuring Human-Like Bias in {LLM}s? A Critique of Human-Derived Bias Constructs in {LLM} Evaluation",
    author = "Tommasel, Antonela  and
      Schedl, Markus",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1735/",
    pages = "37111--37119",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-reloop,
    title = "{RELOOP}: Recursive Retrieval with Multi-Hop Reasoner and Planners for Heterogeneous {QA}",
    author = "Yang, Ruiyi  and
      Xue, Hao  and
      Razzak, Imran  and
      Hacid, Hakim  and
      Salim, Flora D.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1736/",
    pages = "37120--37138",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dutta-etal-2026-great,
    title = "{GREAT}: Generalizable Backdoor Attacks in {RLHF} via Emotion-Aware Trigger Synthesis",
    author = "Dutta, Subrat Kishore  and
      Xu, Yuelin  and
      Pant, Piyush  and
      Zhang, Xiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1737/",
    pages = "37139--37170",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yeo-kim-2026-compliance,
    title = "Compliance, Capability, and Conflict: Benchmarking Multimodal {LLM}s under System Messages",
    author = "Yeo, Juan  and
      Kim, Geewook",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1738/",
    pages = "37171--37188",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shah-etal-2026-trajectory,
    title = "Trajectory Self-Feedback in Diffusion Language Models: A Systematic Survey",
    author = "Shah, Yash  and
      Chakraborty, Abhijit  and
      Gupta, Vivek",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1739/",
    pages = "37189--37208",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yue-etal-2026-navigating,
    title = "Navigating Intention Reasoning Trees to Guide Agentic Preference Optimization",
    author = "Yue, Ziben  and
      Yang, Hongyu  and
      Li, Weixin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1740/",
    pages = "37209--37228",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ouyang-etal-2026-svote,
    title = "{SV}ote-2{S}: Input-Side Evidence Voting for Two-Stage Self-Consistency in Multi-Hop {QA}",
    author = "Ouyang, Guo  and
      Wang, Ge  and
      Zhu, Tao  and
      Zou, Yi  and
      Yin, Xuehao  and
      Li, Guoliang  and
      Ni, Fuchuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1741/",
    pages = "37229--37249",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-crowd,
    title = "Crowd Values: How Human Values Reshape {LLM}-Agent Communities",
    author = "Zhang, Xiangxu  and
      Wang, Jiamin  and
      Zhao, Qinlin  and
      Guo, Hanze  and
      Li, Linzhuo  and
      Yao, Jing  and
      Yi, Xiaoyuan  and
      Xie, Xing  and
      Zhou, Xiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1742/",
    pages = "37250--37293",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{pan-etal-2026-paperscout,
    title = "{P}aper{S}cout: An Autonomous Agent for Academic Paper Search with Process-Aware Sequence-Level Policy Optimization",
    author = "Pan, Tingyue  and
      Ouyang, Jie  and
      Cheng, Mingyue  and
      Li, Qingchuan  and
      Liu, Zirui  and
      Wang, Daoyu  and
      Pan, Mingfan  and
      Yu, Shuo  and
      Liu, Qi  and
      Chen, Enhong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1743/",
    pages = "37294--37310",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yuan-etal-2026-leaving,
    title = "Leaving the Past Behind: Breaking Personalization Inertia in Long-Term {LLM} Agents",
    author = "Yuan, Wenhao  and
      Lin, Chenchen  and
      Chen, Jian  and
      Liu, Weijie  and
      Xu, Jinfeng  and
      Yang, Shuo  and
      Ngai, Edith Cheuk-Han",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1744/",
    pages = "37311--37333",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-rlpgr,
    title = "{RLP}g{R}: Reinforcement Learning from Dependency-Aware Progress Rewards",
    author = "Liu, Shaofan  and
      Yang, Tingyi  and
      Dou, Shihan  and
      Xi, Zhiheng  and
      Ye, Junjie  and
      Shang, Junlin  and
      Yang, Yuming  and
      Wang, Shaowen  and
      Chen, Jiayi  and
      Zhang, Jiazheng  and
      Zhang, Guoqiang  and
      Xie, Huaibing  and
      Zhou, Pluto  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1745/",
    pages = "37334--37364",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{park-etal-2026-enhancing-emotional,
    title = "Enhancing Emotional Support Conversation with Plug-in Modules for Sequential Strategy Modeling and Strategy-Specialized Generation",
    author = "Park, Yerin  and
      Park, Junhyeok  and
      Cho, Junsu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1746/",
    pages = "37365--37379",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-multimodal,
    title = "Multimodal {B}oolean Logic Culture Retrieval",
    author = "Zhang, Jian  and
      Hu, Shuheng  and
      Chang, Jiutian  and
      Guo, Junyi  and
      Lu, Huanda  and
      Wang, Qiufeng  and
      Wu, Fangyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1747/",
    pages = "37380--37389",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mazumder-etal-2026-neither,
    title = "Neither Here Nor There: Cross-Lingual Representation Dynamics of Code-Mixed Text {---} A {H}indi{--}{E}nglish Case Study",
    author = "Mazumder, Debajyoti  and
      Pathak, Divyansh  and
      Kodali, Prashant  and
      Patro, Jasabanta",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1748/",
    pages = "37390--37415",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yuan-etal-2026-cl,
    title = "{CL}-{OCR}: Fusing Layout Analysis and Adapting Recognition for Document Parsing in the Wild",
    author = "Yuan, Haijie  and
      Zhang, Yiming  and
      Ran, Dekang  and
      Chen, Yi  and
      Wang, Xinming  and
      Cao, Jun  and
      Liu, Wenzhuo  and
      Li, Xiao-Hui  and
      Zhu, Fei  and
      Yin, Fei  and
      Liu, Cheng-Lin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1749/",
    pages = "37416--37437",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tilaye-etal-2026-unveiling,
    title = "Unveiling Latent Cognitive Bias Constructs in Large Language Models",
    author = "Tilaye, Bezawit Lake  and
      Day, Huw  and
      McWilliams, Chris  and
      Silva Filho, Telmo M",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1750/",
    pages = "37438--37458",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-ihdec,
    title = "{IHD}ec: Divergence-Steered Contrastive Decoding for Securing Multi-Turn Instruction Hierarchies",
    author = "Liu, Nicole Geumheon  and
      Jang, Haeun  and
      Jun, Yonghyun  and
      Lee, Hwanhee",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1751/",
    pages = "37459--37478",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{collura-etal-2026-stay,
    title = "Stay Within Your Bounds: Distance-Guided Decoding for Guaranteed Context-Free Grammar Compliance",
    author = "Collura, Vincenzo  and
      Tit, Karim  and
      Giunchiglia, Eleonora  and
      Papadakis, Mike  and
      Cordy, Maxime",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1752/",
    pages = "37479--37492",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jin-etal-2026-remember,
    title = "Remember and Reweight: Enhancing Multi-Agent Debate with Experience Memory and Confidence Estimation",
    author = "Jin, Xuanfa  and
      Ma, Zhijian  and
      Zeng, Yongcheng  and
      Cui, Xinyu  and
      Zhang, Haifeng  and
      Wang, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1753/",
    pages = "37493--37516",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kuissi-etal-2026-retrieval,
    title = "Retrieval Evaluation Under Temporal Drift in Technical Documentation",
    author = "Kuissi, Nathan  and
      Subrahmanyan, Suraj  and
      Thakur, Nandan  and
      Lin, Jimmy",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1754/",
    pages = "37517--37527",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cai-etal-2026-atlas,
    title = "{ATLAS}: Exploring Scalable Activation-Space Data Attribution",
    author = "Cai, Linda  and
      Hu, Xinyan  and
      Pan, Alexander  and
      Osorio, Socrates  and
      Pandey, Pratyay  and
      Jordan, Michael I.  and
      Steinhardt, Jacob",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1755/",
    pages = "37528--37558",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yin-etal-2026-plane,
    title = "{PLANE}: Plug-and-Play Fine-Grained Visual Experts for Hallucination Mitigation in Large Vision-Language Models",
    author = "Yin, Jianghao  and
      Yu, Lang  and
      Yu, Qianxi  and
      Chen, Qin  and
      Zhou, Jie  and
      Lei, Zhikai  and
      He, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1756/",
    pages = "37559--37576",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qiu-etal-2026-r3,
    title = "{R}$^3$ -{MDT}: A Retain-Rerank-Revise Framework Based on Uncertainty and Consistency for Medical Decision Tree Extraction",
    author = "Qiu, Boyu  and
      Weng, Xiaolong  and
      Wang, Zehua  and
      Tang, Buzhou  and
      Xiong, Ying  and
      Zhang, Min",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1757/",
    pages = "37577--37594",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cheng-etal-2026-ancient,
    title = "Ancient-Bench: A Comprehensive Multi-millennial, Multi-medium, and Multi-script Benchmark for {A}ncient {C}hinese Artifact Text Recognition",
    author = "Cheng, Hiuyi  and
      Xu, Nuo  and
      Zhang, Yuyi  and
      Zheng, Xuhan  and
      Pan, Wei  and
      Zhang, Jing  and
      Peng, Dezhi  and
      Liao, Minghui  and
      Yihua, Teng  and
      Wu, Jihao  and
      Ren, Haoyu  and
      Jin, Lianwen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1758/",
    pages = "37595--37626",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{anh-etal-2026-circuit,
    title = "A Circuit for Plural Reference: How {LLM}s Represent and Retrieve Singular and Plural Entities",
    author = "Anh, Dang Thi Thao  and
      Nouwen, Rick  and
      Poesio, Massimo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1759/",
    pages = "37627--37644",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tung-etal-2026-spikexl,
    title = "{S}pike{XL}: Language-Agnostic Spike Representations for Few-Shot Cross-Lingual Speech Command Recognition",
    author = "Tung, Vu Son  and
      Bui, Minh-Thuan  and
      Mai, Duc-Tho",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1760/",
    pages = "37645--37657",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-learning-search,
    title = "Learning to Search: A Decision-Based Agent for Knowledge-Based Visual Question Answering",
    author = "Chen, Zhuohong  and
      Wu, ZhengXian  and
      Yu, Yunyao  and
      Xu, Hangrui  and
      Liao, Zirui  and
      Liu, Zhifang  and
      Deng, Xiangwen  and
      Jiao, Peng  and
      Wang, Haoqian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1761/",
    pages = "37658--37684",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-prfc,
    title = "{PRFC}: Learning Progressive Recovery from Function Calling Errors for Tool-Using {LLM}s",
    author = "Yu, Beibei  and
      Shen, Tao  and
      Chen, Ling",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1762/",
    pages = "37685--37706",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nguyen-etal-2026-edward,
    title = "{EDWARD}-{NMT}: Elastic Dimensions With Adaptive Routing and Dual-consistency for Neural Machine Translation",
    author = "Nguyen, Edward  and
      Tran, Trung Thai  and
      Hoang, Kiet Anh  and
      Vien, Duy Hoang  and
      Vo, Duy  and
      Le, Khanh  and
      Tuan, Vu Le",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1763/",
    pages = "37707--37727",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-predictive,
    title = "Predictive Language Grounding for Event-Driven Time Series Forecasting via Dual-Path Event Injection",
    author = "Wu, Jintao  and
      Xue, Xin  and
      Cao, Yabin  and
      QI, Peng  and
      Zhao, Su  and
      Chen, Shuai  and
      Lin, Wei  and
      Chen, Tianyu  and
      Zhou, Haoyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1764/",
    pages = "37728--37745",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lin-etal-2026-hallupeer,
    title = "{H}allu{P}eer: A Taxonomy-driven Benchmark for Detecting Hallucinations in Scientific Peer Reviews",
    author = "Lin, Tzu-Ling  and
      Yao, Dong-Ting  and
      Hsiao, Teng-Fang  and
      Chen, Wei-Chih  and
      Shuai, Hong-Han",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1765/",
    pages = "37746--37783",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shan-etal-2026-learning,
    title = "Learning from Own Solutions: Self-Conditioned Credit Assignment for Reinforcement Learning with Verifiable Rewards",
    author = "Shan, Yingyu  and
      Guo, Yuhang  and
      Cheng, Zihao  and
      Liu, Zeming  and
      Zhu, Xiangrong  and
      Wang, Xinyi  and
      Yao, Jiashu  and
      Lin, Wei  and
      Wang, Hongru  and
      Huang, Heyan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1766/",
    pages = "37784--37803",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{oncevay-etal-2026-simple,
    title = "Simple Beats Spend: Cost-Performance Trade-Offs for Multi-Agent Machine Translation of Financial Long Documents",
    author = "Oncevay, Arturo  and
      Guo, Zhijin  and
      Kochkina, Elena  and
      Fassina, Damiano  and
      Kaur, Simerjot  and
      Smiley, Charese  and
      Liu, Xiaomo  and
      Veloso, Manuela",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1767/",
    pages = "37804--37818",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jalan-etal-2026-ontodiagnose,
    title = "{O}nto{D}iagnose: Ontology-Grounded Reasoning for Medical Question Answering with Language Models",
    author = "Jalan, Pratik  and
      Joshi, Mukul  and
      Jadhav, Kshitij Sharad",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1768/",
    pages = "37819--37843",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-long,
    title = "Long Listening Thoughts: Eliciting Open Auditory Reasoning with Deliberative Perception and Cognitive Refinement",
    author = "Kim, Jaeyeon  and
      Yang, Chao-Han Huck  and
      Zhang, Luoyi  and
      Hsu, Chan-Jan  and
      Portilla, Fernando Ruiloba  and
      Tian, Jinchuan  and
      Watanabe, Shinji  and
      Busso, Carlos",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1769/",
    pages = "37844--37876",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-evidence,
    title = "Evidence-Guided Bidirectional Iterative Reasoning for Interpretable Personality Recognition",
    author = "Chen, Tinghao  and
      Song, Yuxuan  and
      Xiang, Mengyu  and
      Li, Qiudan  and
      Wu, Shu  and
      Zeng, Daniel Dajun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1770/",
    pages = "37877--37896",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tu-etal-2026-ultravoice,
    title = "{U}ltra{V}oice: Scaling Fine-Grained Style-Controlled Speech Conversations for Spoken Dialogue Models",
    author = "Tu, Wenming  and
      Yang, Guanrou  and
      Yan, Ruiqi  and
      Chen, Wenxi  and
      Ma, Ziyang  and
      Kang, Yipeng  and
      Yu, Kai  and
      Chen, Xie  and
      Zheng, Zilong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1771/",
    pages = "37897--37914",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{pan-etal-2026-evolsql,
    title = "{E}vol{SQL}: Structure-Aware Evolution for Scalable Text-to-{SQL} Data Synthesis",
    author = "Pan, Xuanguang  and
      Tao, Chongyang  and
      Bai, Jiayuan  and
      Gao, Jianling  and
      Hua, Kai  and
      Zhang, Ge  and
      Ma, Shuai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1772/",
    pages = "37915--37935",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hao-yang-2026-think,
    title = "Think Wider: Mitigating Latent Rank Collapse in Implicit Chain-of-Thought Reasoning",
    author = "Hao, Yuwen  and
      Yang, Menglin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1773/",
    pages = "37936--37951",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lu-etal-2026-adaptive,
    title = "Adaptive Test-Time Compute Allocation for Block Diffusion Language Models in Complex Reasoning",
    author = "Lu, Yi  and
      Kong, Deyang  and
      Wang, Jianing  and
      Guo, Linsen  and
      Wang, Xue  and
      Guo, Qi  and
      Gui, Tao  and
      Huang, Xuanjing  and
      Ye, Wei  and
      Zhang, Shikun  and
      Wang, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1774/",
    pages = "37952--37967",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-trajtom,
    title = "{T}raj{T}o{M}: Evaluating Theory of Mind over Mental State Trajectories in Social Dialogues",
    author = "Wu, Chenglong  and
      Wang, Xi  and
      Liao, Jinzhi  and
      Zhao, Xiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1775/",
    pages = "37968--37990",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gan-etal-2026-beyond,
    title = "Beyond Token-Level Guidance: Inference-Time Alignment of Specialized {LLM}s via Cross-Family Representation Steering",
    author = "Gan, Jin  and
      Li, Xin  and
      Luo, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1776/",
    pages = "37991--38005",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xue-etal-2026-duales,
    title = "{D}ual{ES}: Internalizing Query-Text Duality for Text-to-{ES} via Bidirectional Reasoning-Enhanced Supervision",
    author = "Xue, Dongge  and
      Wang, Yuxiang  and
      Ruan, Tong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1777/",
    pages = "38006--38024",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-iwp,
    title = "{IWP}: Token Pruning as Implicit Weight Pruning in Large Vision Language Models",
    author = "Lee, Dong-Jae  and
      Baek, Sunghyun  and
      Kim, Junmo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1778/",
    pages = "38025--38047",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sanyal-etal-2026-svd,
    title = "{SVD}-Attention: Efficiently Analyzing Attention Blocks in Transformers",
    author = "Sanyal, Debopam  and
      Chen, Hongjie  and
      Kuriyan, Riya Elizabeth  and
      Tak, Arth  and
      Kothandaraman, Divya  and
      Mehra, Akshay  and
      Kimball, Joshua  and
      Tumanov, Alexey",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1779/",
    pages = "38048--38059",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-variance,
    title = "Variance-Adaptive Muon: Pre-Orthogonalization Variance Modulation for Efficient Language Model Pretraining",
    author = "li, Jingru  and
      Fan, Yibo  and
      Li, Huan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1780/",
    pages = "38060--38081",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cui-etal-2026-storylens,
    title = "{S}tory{L}ens: Preference-Aligned Story Rewriting via Context-Aware Narrative Enrichment",
    author = "Cui, Hanwen  and
      Mei, Yuting  and
      Fu, Yuhang  and
      Yang, Dingyi  and
      Jin, Qin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1781/",
    pages = "38082--38099",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-spatial,
    title = "Spatial Reasoning in Large Vision-Language Models via Egocentric-to-Allocentric Transformation",
    author = "Kim, Yoonji  and
      Kim, Jieun  and
      Cho, Sung-Bae",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1782/",
    pages = "38100--38118",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-retrieval,
    title = "Retrieval-Augmented Agentic Rubric Generation for Reliable Medical Response Evaluation",
    author = "Chen, Yinzhu  and
      Maiga, Abdine  and
      Rahmani, Hossein A.  and
      Yilmaz, Emine",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1783/",
    pages = "38119--38142",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{he-etal-2026-make,
    title = "Make an Offer They Can{'}t Refuse: Grounding {B}ayesian Persuasion in Real-World Dialogues without Pre-Commitment",
    author = "He, Buwei  and
      Liu, Yang  and
      Zhang, Zhaowei  and
      Jia, Zixia  and
      Yu, Yang  and
      Wu, Huijia  and
      He, Zhaofeng  and
      Zheng, Zilong  and
      Kang, Yipeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1784/",
    pages = "38143--38172",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-medfeat,
    title = "{M}ed{F}eat: Model-Aware and Explainability-Driven Feature Engineering with {LLM}s for Tabular Prediction",
    author = "Zhang, Zizheng  and
      Li, Yiming  and
      Xu, Justin  and
      Wang, Jinyu  and
      Wang, Rui  and
      Song, Lei  and
      Bian, Jiang  and
      Eyre, David W  and
      Fu, Jingjing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1785/",
    pages = "38173--38192",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tian-etal-2026-dual,
    title = "Dual-Bias Load Balancing: Mitigating Expert-Bias Staleness in Auxiliary-Loss-Free Mixture-of-Experts",
    author = "Tian, Yuxin  and
      Zhao, Hailin  and
      Liu, Jia  and
      Zhang, Zhiqiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1786/",
    pages = "38193--38206",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{luo-etal-2026-beyond,
    title = "Beyond Objective Equivalence: Constraint Injection for {LLM}-Based Optimization Modeling on Vehicle Routing Problems",
    author = "Luo, Xizi  and
      He, Changhong  and
      Geng, Dongdong  and
      Shi, Chenggong  and
      Mei, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1787/",
    pages = "38207--38236",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lu-etal-2026-beyond-scalar,
    title = "Beyond Scalar Scores: Exploring {LLM}-based Metrics for Clinical Significance Evaluation in Radiology Reports",
    author = "Lu, Qingyu  and
      Li, Ruochen  and
      Ding, Liang  and
      Xia, Yufei  and
      Zhu, Youxiang  and
      Tao, Dacheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1788/",
    pages = "38237--38264",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lago-etal-2026-synthetic,
    title = "Synthetic Data Characterization via Training Dynamics",
    author = "Lago, Irene  and
      Ezquerro, Ana  and
      Vilares, David",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1789/",
    pages = "38265--38288",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cheng-etal-2026-stars,
    title = "{STARS}: State-Aware Reasoning Stopping via Hidden-State Spectral Analysis",
    author = "Cheng, Aaron T.  and
      Wu, Junda  and
      Yu, Sheldon  and
      Wang, Rui  and
      Rossi, Ryan A.  and
      Zhou, Sizhe  and
      Han, Jiawei  and
      McAuley, Julian  and
      Yao, Lina  and
      Yu, Tong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1790/",
    pages = "38289--38306",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-harm,
    title = "Do No Harm: Exposing Hidden Vulnerabilities of {LLM}s via Persona-based Client Simulation Attack in Psychological Counseling",
    author = "Xu, Qingyang  and
      Shen, Yaling  and
      Fong, Stephanie  and
      Wang, Zimu  and
      Jiang, Yiwen  and
      Zhao, Xiangyu  and
      Liu, Jiahe  and
      Xu, Zhongxing  and
      Lee, Vincent  and
      Ge, Zongyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1791/",
    pages = "38307--38325",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{he-etal-2026-fepo,
    title = "{FEPO}: Future-Entropy Policy Optimization with Selective Update Modulation",
    author = "He, Cunjie  and
      Cheng, Tianhao  and
      Li, Zhiqi  and
      Gu, Jiaxin  and
      Huang, Xiaoshuang  and
      Cai, Jiayin  and
      Jiang, Xiaolong  and
      Hu, Yao  and
      Xu, Jing  and
      Qi, Yuan  and
      Xu, Zenglin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1792/",
    pages = "38326--38343",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-consistkv,
    title = "{C}onsist{KV}: Layer Adaptive {KV} Cache Compression via Cross Layer Consensus",
    author = "Xu, Dongjie  and
      Qian, Kai  and
      Shi, Weijie  and
      Jin, Fenglei  and
      Xu, Jiajie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1793/",
    pages = "38344--38355",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-text,
    title = "Text-Conditioned Static-Dynamic Composition for Composed Video Retrieval",
    author = "Zhang, Yulin  and
      Zheng, Haitian  and
      Yang, Zhengwei  and
      Li, Hao  and
      Wang, Zheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1794/",
    pages = "38356--38373",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{pucci-etal-2026-patterns,
    title = "Patterns of Priming in Production: Lexical, Semantic and Structural Alignment in Language Model Generation",
    author = "Pucci, Giulia  and
      Li, Ruizhe  and
      Sinclair, Arabella",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1795/",
    pages = "38374--38398",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhuang-etal-2026-mppreasoner,
    title = "{M}pp{R}easoner: Reasoning-Enhanced Large Language Models for Molecular Property Prediction",
    author = "Zhuang, Jiaxi  and
      Shi, Yaorui  and
      Hou, Jue  and
      Ye, Mingwei  and
      Xu, Mingjun  and
      Su, Yuming  and
      Zhang, Linfeng  and
      Qian, Ying  and
      Zhang, Linfeng  and
      Ke, Guolin  and
      Cai, Hengxing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1796/",
    pages = "38399--38421",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-discovery,
    title = "From Discovery to Internalization: Length-Adaptive Policy Optimization for Efficient Reasoning",
    author = "Wu, Xingyu  and
      Yan, Yuchen  and
      Lyu, Shangke  and
      Wu, Linjuan  and
      Qiu, Yiwen  and
      Shen, Yongliang  and
      Lu, Weiming  and
      Shao, Jian  and
      Xiao, Jun  and
      Zhuang, Yueting",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1797/",
    pages = "38422--38442",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kashyap-etal-2026-helpfulness,
    title = "When Helpfulness, Harmlessness, and Honesty Remember They Are on the Same Team",
    author = "Kashyap, Gautam Siddharth  and
      Dras, Mark  and
      Naseem, Usman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1798/",
    pages = "38443--38454",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{feng-etal-2026-mcplanner,
    title = "{MCP}lanner: Hierarchical Adaptive Planning-Based Medical Consultation with Large Language Models",
    author = "Feng, Qing  and
      Jia, Zhihao  and
      Duan, Junwen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1799/",
    pages = "38455--38471",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{amigo-etal-2026-universality,
    title = "On the Universality of the Inner Product as a {PMI} Estimator in Embedding Models",
    author = "Amigo, Enrique  and
      Giner, Fernando  and
      Gonzalo, Julio",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1800/",
    pages = "38472--38480",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-omniphys,
    title = "{O}mni{P}hys: A Unified Multimodal Benchmark for Physics Understanding and Generation from {C}hinese Educational Corpora",
    author = "Chen, Hao  and
      Lin, Yumin  and
      Yushanjiang, Nadila  and
      Lin, Xin  and
      Zhang, Min",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1801/",
    pages = "38481--38498",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-koneobench,
    title = "{K}o{N}eo{B}ench: A Curated Evaluation Dataset for {LLM} Understanding of {K}orean Neologisms",
    author = "Lee, Soha  and
      Lee, Soojin  and
      Yang, Heesung  and
      Song, Hyunju  and
      Lee, Hyunji  and
      An, Jinsan  and
      Shin, Jeongwan  and
      Park, Jin Hyun  and
      Lee, Jun  and
      Park, Hyeyoung  and
      Nam, Kilim",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1802/",
    pages = "38499--38535",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-trilens,
    title = "{T}ri{L}ens: Per-Layer Logit-Lens Entropy for White-Box Hallucination Detection",
    author = "Yang, Bohan  and
      Gong, Yijun  and
      Zhang, Zhi  and
      Zhang, Ge  and
      Xing, Wenpeng  and
      Han, Meng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1803/",
    pages = "38536--38553",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-memorycd,
    title = "{M}emory{CD}: Benchmarking Long-Context User Memory of {LLM} Agents for Lifelong Cross-Domain Personalization",
    author = "Zhang, Weizhi  and
      Wei, Xiaokai  and
      Huang, Wei-Chieh  and
      Hui, Zheng  and
      Wang, Chen  and
      Gong, Michelle  and
      Yu, Philip S.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1804/",
    pages = "38554--38575",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-beyond-id,
    title = "Beyond {ID} Embeddings: Process-Grounded Language Modeling for Cognitive Diagnosis",
    author = "Liu, Minghang  and
      Wang, Yuanzhuo  and
      Qiu, Qiang  and
      Shen, Huawei  and
      Cheng, Xueqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1805/",
    pages = "38576--38595",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-shardmemo,
    title = "{S}hard{M}emo: Scope-Before-Routing for Agentic Memory Retrieval",
    author = "Zhao, Yang  and
      Dai, Chengxiao  and
      Kou, Mengying  and
      Xiu, Yue  and
      Niyato, Dusit",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1806/",
    pages = "38596--38610",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-sovtr,
    title = "{S}o{VTR}: Set-of-Vision-Text Rewards for Attribute-Grounded Emotion Recognition in {VLLM}s",
    author = "Zhang, Qixuan  and
      Wang, Zhifeng  and
      Zhang, Donghao  and
      Zheng, Jiyang  and
      Niu, Wenjia  and
      Sankaranarayana, Ramesh  and
      Caldwell, Sabrina  and
      Gedeon, Tom  and
      Liu, Yang  and
      Qin, Zhenyue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1807/",
    pages = "38611--38629",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-ethical,
    title = "Ethical Imprints in {LLM}s: From Corpus Ethics to {ICL}, {SFT}, and Their Interaction on Deception Dilemmas",
    author = "Wang, Jiafeng  and
      Chen, Jiale  and
      Luo, Zheng  and
      Yan, Xinyi  and
      Kong, Lingpeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1808/",
    pages = "38630--38647",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jia-etal-2026-hallucination,
    title = "Hallucination-Aware Multi-Agent {RAG} via Internal Attention Rewards",
    author = "Jia, Runsong  and
      Chang, Qian  and
      Wu, Mengjia  and
      Giurcaneanu, Ciprian Doru  and
      Lu, Jie  and
      Zhang, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1809/",
    pages = "38648--38664",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kong-etal-2026-gnmr,
    title = "{GNMR}: Runtime Stability Control for Low-Precision Large Language Model Training",
    author = "Kong, Boao  and
      Jia, Weichen  and
      Zhang, Engao  and
      Li, Guohong  and
      Dong, Yonghan  and
      Wang, Yao  and
      Wang, Yaoyuan  and
      Peng, Yunke  and
      Yuan, Kun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1810/",
    pages = "38665--38689",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{awad-etal-2026-lost,
    title = "Lost in Sampling: Assessing Lexical Reachability in {LLM}s via the Word Coverage Score ({WCS})",
    author = "Awad, Samer  and
      Conde, Javier  and
      Arriaga, Carlos  and
      Fu, Tairan  and
      Coronado-Bl{\'a}zquez, Javier  and
      Reviriego, Pedro",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1811/",
    pages = "38690--38702",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shafiabadi-wisniewski-2026-data,
    title = "Data Shapes What, Scale Shapes How: Lexical Learning Dynamics in {LLM}s",
    author = "Shafiabadi, Nazanin  and
      Wisniewski, Guillaume",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1812/",
    pages = "38703--38716",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-ridge,
    title = "{RIDGE}: Region-Informed Derivative-Guided Evidence Selection for Long Video Understanding",
    author = "Xu, Shanqing  and
      Luo, Meng  and
      Qian, Mengchen  and
      Gao, Yuhui  and
      Peng, Siyue  and
      Zhong, Xiaohan  and
      Zhang, Xiaojin  and
      Wei, Zhongyu  and
      Chen, Wei  and
      Bai, Xiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1813/",
    pages = "38717--38734",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fan-etal-2026-reliability,
    title = "Reliability-Prioritized Fine-Grained Generation in Multimodal Large Language Models",
    author = "Fan, Xiaomeng  and
      Wu, Wei  and
      Wu, Yuwei  and
      Gao, Zhi  and
      Shiyu, Luo  and
      Gao, Mingyang  and
      Zhao, Haoyu  and
      Diao, Zhenxin  and
      Ba, Yuxuan  and
      Feng, Lijia  and
      Jia, Yunde  and
      Harandi, Mehrtash",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1814/",
    pages = "38735--38778",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{luo-chen-2026-one,
    title = "One Polluted Page Is Enough: Evaluating Web Content Pollution in {LLM} Recommenders",
    author = "Luo, Minghao  and
      Chen, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1815/",
    pages = "38779--38805",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-rationale,
    title = "Rationale-Grounded In-Context Learning for Time Series Reasoning with Multimodal Large Language Models",
    author = "Liu, Qingxiang  and
      Cui, Zhiqing  and
      Luo, Xiaoliang  and
      Wu, Yuqian  and
      Jiang, Zhuoyang  and
      Wan, Huaiyu  and
      Sun, Sheng  and
      Wang, Lvchun  and
      Yu, Wei  and
      Liang, Yuxuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1816/",
    pages = "38806--38824",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{pei-etal-2026-eco,
    title = "{ECO}-Mem: An Event-Centric Organization Framework for Visibility-Controlled Long-Term Memory",
    author = "Pei, Xing  and
      Song, Dandan  and
      Wu, Zhijing  and
      Tian, Yuhang  and
      Yang, Jun  and
      Ma, Yitian  and
      Li, Yading  and
      Li, Xudong  and
      Ma, Huipeng  and
      Xu, Yan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1817/",
    pages = "38825--38843",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{he-etal-2026-local,
    title = "Local Evidence, Global Credit: Visual Evidence-Calibrated Policy Optimization for Multimodal Reasoning",
    author = "He, Zijing  and
      Deng, Zhongyi  and
      Lan, Kankan  and
      Chen, C.L.Philip  and
      Chen, Zeyu  and
      Gong, Enlei  and
      Zhang, Tong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1818/",
    pages = "38844--38858",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ran-etal-2026-bugs,
    title = "From Bugs to Fixes: Self-Evolving Hierarchical Knowledge Graphs for {LLM}-Based Code Repair",
    author = "Ran, Haoyue  and
      Zhu, Junguo  and
      Ge, Hongyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1819/",
    pages = "38859--38873",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jang-etal-2026-mate,
    title = "{MATE}: Mobile Agent Trustworthy Execution for Safe and Efficient Mobile Control",
    author = "Jang, Minsuk  and
      Kim, Hee-Seon  and
      Yu, Hui-Cheol  and
      Kim, Changick",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1820/",
    pages = "38874--38895",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{upravitelev-etal-2026-repetition,
    title = "From Repetition to Recognition: Inductive Discovery of Disinformation Narratives",
    author = "Upravitelev, Max  and
      Solopova, Veronika  and
      Yang, Jing  and
      Jakob, Charlott  and
      Tsiakalou, Alexandra  and
      Foroutan, Neda  and
      Schmitt, Vera",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1821/",
    pages = "38896--38927",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nikeghbal-etal-2026-flips,
    title = "Who Flips? Self- and Cross-Model Counterarguments Reveal Answer Instability in {LLM}s",
    author = "Nikeghbal, Nafiseh  and
      Kargaran, Amir Hossein  and
      Kolli, Shaghayegh  and
      Diesner, Jana",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1822/",
    pages = "38928--38942",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-chronoexpert,
    title = "{CHRONOEXPERT}: A Temporal Mixture-of-Experts for Knowledge Editing in Large Language Models",
    author = "Li, Xudong  and
      Jin, Yizhou  and
      Song, Dandan  and
      Huo, Yongyu  and
      Tian, Yuhang  and
      Yang, Jun  and
      Li, Chenhao  and
      Ma, Huipeng  and
      Zhang, Luan  and
      Pei, Xing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1823/",
    pages = "38943--38959",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-simrule,
    title = "{S}im{R}ule: Collaborative Similarity-Driven Rule Learning for Interpretable Temporal Knowledge Graph Forecasting",
    author = "Liu, Wenshuo  and
      Hao, Shufeng  and
      Li, Ziyu  and
      Shi, Chongyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1824/",
    pages = "38960--38974",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-transfers,
    title = "What Transfers Under Source Shift? Definitions, Examples, and Fine-Tuning for Climate Disclosure Classification",
    author = "Li, Guosheng  and
      Ren, Fenghui  and
      Liu, Bin  and
      Yu, Chuan  and
      Ji, Kaiying  and
      Yue, Lin  and
      Shen, Jun  and
      Qian, Sasa",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1825/",
    pages = "38975--38989",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-zeng-2026-tokens,
    title = "From Tokens to Topology: When Large Language Models Meet Graph-Structured Reasoning",
    author = "Zhang, Qihang  and
      Zeng, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1826/",
    pages = "38990--39012",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{o-reilly-etal-2026-semantic,
    title = "Semantic Averaging with {MU}ltiple Languages ({SAMUL})",
    author = "O{'}Reilly, Cliff  and
      Jim{\'e}nez-Ruiz, Ernesto  and
      Weyde, Tillman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1827/",
    pages = "39013--39034",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kothari-etal-2026-contextualized,
    title = "Contextualized Divergence Detection in Health Advice: A Benchmark and Analysis",
    author = "Kothari, Reet Yogesh  and
      Munir, Sirajum  and
      Basak, Madhusudan  and
      Preum, Sarah Masud",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1828/",
    pages = "39035--39060",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ye-etal-2026-steering,
    title = "Where Steering Signals Come From: Activation Source Selection in Activation Steering",
    author = "Ye, Jiaran  and
      Ran, Lingxu  and
      Yao, Zijun  and
      Wang, Chenpeng  and
      Jiang, Yong  and
      Hou, Lei  and
      Li, Juanzi  and
      Pan, Liangming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1829/",
    pages = "39061--39078",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lewoniewski-etal-2026-multi,
    title = "Multi-Model Framework for Sentiment Annotation: A Use Case of Multilingual {W}ikipedia",
    author = "Lewoniewski, W{\l}odzimierz  and
      Str{\'o}{\.z}yna, Milena  and
      Czuma{\l}owska, Izabela",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1830/",
    pages = "39079--39090",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-tree,
    title = "{THE}-Tree: Can Tracing Historical Evolution Enhance Scientific Verification and Reasoning?",
    author = "Wang, Xin  and
      Liu, Jiyao  and
      Xiao, Yulong  and
      Ning, Junzhi  and
      Zhang, Hairong  and
      Liu, Lihao  and
      He, Junjun  and
      Shi, Botian  and
      Yu, Kaicheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1831/",
    pages = "39091--39112",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-model,
    title = "The Model Plants the Trigger: Answer-Side Backdoor Attacks in Multi-Turn Large Language Models",
    author = "Zhang, Yibo  and
      Guan, Tianrong  and
      Lin, Liang  and
      Wang, Puze  and
      Wang, Jin  and
      Wen, Qingsong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1832/",
    pages = "39113--39127",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ferrao-etal-2026-paved,
    title = "Paved with True Intents: Intent-Aware Training Improves {LLM} Safety Classification Across Training Regimes",
    author = {Ferrao, Jeremias Lino  and
      M{\"u}ller-Hof, Niclas  and
      Sirbu, Iustin  and
      Rebedea, Traian  and
      Ziser, Yftah},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1833/",
    pages = "39128--39155",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lv-etal-2026-costeer,
    title = "{C}o{S}teer: Collaborative Decoding-Time Personalization via Local Delta Steering",
    author = "Lv, Hang  and
      Liang, Sheng  and
      Wang, Hao  and
      Gu, Hongchao  and
      Wu, Yaxiong  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1834/",
    pages = "39156--39181",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-hip,
    title = "{H}i{P}-{LR}: Hierarchical Planning with Localized Failure Recovery for Long-Horizon Multi-Robot Tasks",
    author = "Lee, Chaerin  and
      Kim, Seoyoon  and
      Lee, Seungbeen  and
      Lee, Woojin  and
      Song, Soohwan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1835/",
    pages = "39182--39208",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{niu-zhang-2026-sici,
    title = "{SICI}: A Semantic-Pragmatic Complexity Index Reveals Regime Shifts in {LLM} Stance Detection",
    author = "Niu, Fuqiang  and
      Zhang, Bowen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1836/",
    pages = "39209--39221",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{puglisi-etal-2026-tadp,
    title = "{TADP}: Structured Pruning of Large Language Models via Temporal Activation Dynamics",
    author = "Puglisi, Adriano  and
      Monti, Flavia  and
      Leotta, Francesco  and
      Mecella, Massimo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1837/",
    pages = "39222--39239",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{elchafei-etal-2026-contradictory,
    title = "Contradictory Evidence in {LLM}s: Tracing Internal Conflict Behavior with White-Box Signals",
    author = "Elchafei, Passant  and
      Monshizadehkamkar, Ali  and
      Masoudian, Shahed  and
      Swain, Monorama  and
      Hou, Yufang  and
      Schedl, Markus",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1838/",
    pages = "39240--39252",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{aur-etal-2026-exploring,
    title = "Exploring the Impact of Document Context on {LLM}-based Machine Translation Evaluation",
    author = "Aur, Marina Iuliana  and
      Perrella, Stefano  and
      Navigli, Roberto",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1839/",
    pages = "39253--39276",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{park-etal-2026-fragility,
    title = "The Fragility of Jailbreak Robustness Across Operational States",
    author = "Park, Yuna  and
      Kim, Hwang Youn  and
      Kim, Yujin  and
      Ro, Won Woo  and
      Kim, Suhyun  and
      Hwang, Jae-In",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1840/",
    pages = "39277--39298",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{corti-yang-2026-diavlo,
    title = "{D}ia{VL}o: Diagnosing Behaviours of Vision-Language Models",
    author = "Corti, Lorenzo  and
      Yang, Jie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1841/",
    pages = "39299--39332",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-md,
    title = "{MD}-{RE}: A Multi-Discrimination Framework for Document-Level Relation Extraction with Adaptive Threshold Shifted Loss",
    author = "Xu, Huangming  and
      Zhang, Fu  and
      Zhang, Lu  and
      Yang, Zhixuan  and
      Cheng, Jingwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1842/",
    pages = "39333--39345",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hui-etal-2026-videonav,
    title = "{V}ideo{N}av: Cost-Aware Index Navigation for Long Video Understanding",
    author = "Hui, Yulong  and
      Li, Yuchen  and
      Kong, Rui  and
      Chen, Xinran  and
      Zhao, Jinman  and
      Yin, Dawei  and
      Zhang, Huanchen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1843/",
    pages = "39346--39362",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{prakash-etal-2026-halluprism,
    title = "{H}allu{P}rism: When Multimodal Uncertainty Should Diagnose, Not Decide",
    author = "Prakash, Aman  and
      Dasgupta, Sourish  and
      Chakraborty, Tanmoy",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1844/",
    pages = "39363--39403",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kakizaki-etal-2026-evoformat,
    title = "{E}vo{F}ormat: Discovering Effective Graph-to-Text Formats via Rule-Based Evolutionary Search",
    author = "Kakizaki, Kazuya  and
      Miyagawa, Taiki  and
      Oiso, Hideyuki  and
      Furukawa, Ryo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1845/",
    pages = "39404--39415",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gulluk-gevaert-2026-semenrich,
    title = "{S}em{E}nrich: Self-Supervised Semantic Enrichment of Radiology Reports for Vision-Language Learning",
    author = "Gulluk, Halil Ibrahim  and
      Gevaert, Olivier",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1846/",
    pages = "39416--39443",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bian-etal-2026-membook,
    title = "{M}em{B}ook: A Hierarchical Reasoning-based Memory Framework for Hallucination-Resistant {LLM} Agents",
    author = "Bian, Tongshu  and
      li, Yunxin  and
      Xu, Zhenran  and
      Shi, Tianqi  and
      Wang, Longyue  and
      Hu, Baotian  and
      Zhang, Min",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1847/",
    pages = "39444--39470",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-atsr,
    title = "{ATSR}: Adaptive Template Selection and Role-Aware Routing for Document-Level Multi-Event Argument Extraction",
    author = "Wang, Yifan  and
      Lan, Tian  and
      Gan, Yanglei  and
      Lin, Run  and
      Liu, Leyuan  and
      Wu, Zufeng  and
      Yan, Xiaoyue  and
      Wu, Xiaohua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1848/",
    pages = "39471--39487",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fan-etal-2026-minireranker,
    title = "mini{R}eranker: Efficient Multimodal Reranking through Visual Cache Reuse and Interaction Sparsity",
    author = "Fan, Yingqi  and
      Lu, Xuan  and
      Zhao, Anhao  and
      Tong, Junlong  and
      Nie, Ping  and
      Zou, Kai  and
      Ma, Yunpu  and
      Zhang, Wei  and
      Shen, Xiaoyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1849/",
    pages = "39488--39505",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ran-etal-2026-ruler,
    title = "{RULER}: Instance-aware Rubric Rewards for {SVG} Generation",
    author = "Ran, Hangyu  and
      Zheng, Yuhao  and
      Zhang, Yingying  and
      Lin, Kevin Qinghong  and
      Peng, Han",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1850/",
    pages = "39506--39524",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{he-etal-2026-fouriersampler,
    title = "{F}ourier{S}ampler: Unlocking Non-Autoregressive Potential in Diffusion Language Models via Frequency-Guided Generation",
    author = "He, Siyang  and
      Wang, Qiqi  and
      Liu, Xiaoran  and
      Ma, Hongnan  and
      Shi, Yiwei  and
      Song, Yuerong  and
      Zhu, Ying  and
      Liang, Tianyi  and
      Huang, Zengfeng  and
      He, Ziwei  and
      Qiu, Xipeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1851/",
    pages = "39525--39542",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cao-etal-2026-disentangled,
    title = "Disentangled Privileged States for Simulator-Assisted Multi-Turn Dialogue Policy Training",
    author = "Cao, Zhiyong  and
      Liu, Dunqiang  and
      Zhou, Sicheng  and
      Cong, Lin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1852/",
    pages = "39543--39564",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cao-etal-2026-shared,
    title = "Shared Low-rank Basis Factorization for Data-free Mixture-of-Experts Compression",
    author = "Cao, Tianxiao  and
      Shao, Jiahe  and
      Qiu, Yuning  and
      Atarashi, Kyohei  and
      Kashima, Hisashi  and
      Zhao, Qibin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1853/",
    pages = "39565--39581",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{piryani-etal-2026-temporal,
    title = "Does the Temporal Focus of Information Affect Confidence Calibration in {LLM}s? A Study of Temporal Effects on Model Confidence",
    author = "Piryani, Bhawna  and
      Mozafari, Jamshid  and
      Jatowt, Adam",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1854/",
    pages = "39582--39610",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xie-chen-2026-asil,
    title = "{ASIL}: Replacing Screenshot-and-Click with Structured State and Semantic Actions",
    author = "Xie, Rui  and
      Chen, Lu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1855/",
    pages = "39611--39629",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-mcl,
    title = "{MCL}: Meta-Collaborative Learning for Generalized Personalized Dialogue Generation",
    author = "Yang, Muchen  and
      Gao, Chongming  and
      Zhu, Fengbin  and
      Gan, Weinan  and
      Shi, Wentao  and
      Zhang, Jizhi  and
      Dai, Quanyu  and
      Liu, Yong  and
      Li, Yangyang  and
      Feng, Fuli",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1856/",
    pages = "39630--39642",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-one,
    title = "One Policy, Any Budget: Internalizing Budget-Aware Search via Reinforcement Learning",
    author = "Sun, Xiaowei  and
      Li, Jin  and
      Hong, Yili  and
      Fu, Yikun  and
      Xiao, Yanghua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1857/",
    pages = "39643--39665",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yotkova-etal-2026-correct,
    title = "How Correct Is Your Answer? A Semantic Correctness Framework for Open {QA} Evaluation",
    author = "Yotkova, Elitsa  and
      Kastreva, Violeta  and
      Velkov, Petar  and
      Boyanov, Hristo  and
      Dimitrov, Dimitar Iliyanov  and
      Nakov, Preslav  and
      Koychev, Ivan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1858/",
    pages = "39666--39685",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-token,
    title = "Token-to-Pixel Semantic Guidance for Document Image Tampering Localization",
    author = "Wang, Tiancheng  and
      Huang, Haoyu  and
      Feng, Zichao  and
      Yang, Linlin  and
      Xu, Sheng  and
      Zhang, Baochang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1859/",
    pages = "39686--39696",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{luo-etal-2026-telegen,
    title = "{T}ele{G}en: Improving {LLM}-Based Web Application Generation via Runtime Telemetry",
    author = "Luo, Yujia  and
      Zhang, Haonan  and
      Shen, Jiasi  and
      Ding, Zishuo  and
      Shang, Weiyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1860/",
    pages = "39697--39715",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{knezevic-etal-2026-evaluating,
    title = "Evaluating Inquiry Learning in {LLM}-Based Agents: Hypothesizing, Reasoning, and Exploration",
    author = {Kne{\v{z}}evi{\'c}, Marta  and
      Neshaei, Seyed Parsa  and
      Frej, Jibril  and
      Swamy, Vinitra  and
      K{\"a}ser, Tanja},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1861/",
    pages = "39716--39737",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-agent-trident,
    title = "Agent-Trident: A Three-Level Progressive Diagnostic Benchmark for Tool-Use Hallucination in {LLM} Agents",
    author = "Li, Jiaqing  and
      Xuehui, Du  and
      Aodi, Liu  and
      Shi, Jiaxi  and
      Cui, Jiangpeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1862/",
    pages = "39738--39761",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{guo-etal-2026-static,
    title = "From Static Personal Values to Contextualized Personalization: {B}ayesian Personalized Value Alignment for {LLM}s",
    author = "Guo, Hanze  and
      Song, Aixuan  and
      Yao, Jing  and
      Zhang, Xiangxu  and
      Yi, Xiaoyuan  and
      Xie, Xing  and
      Zhou, Xiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1863/",
    pages = "39762--39790",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shi-etal-2026-cvedrl,
    title = "{CV}e{DRL}: An Efficient Code Verifier via Difficulty-aware Reinforcement Learning",
    author = "Shi, Ji  and
      Guo, Peiming  and
      Zhang, Meishan  and
      Zhang, Miao  and
      Liu, Xuebo  and
      Guan, Weili  and
      Zhang, Min",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1864/",
    pages = "39791--39809",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-diper,
    title = "{D}i{P}er: Disentangled Personal Direction Discovery for Personalized Generation Steering",
    author = "Yang, Muchen  and
      Gan, Weinan  and
      Shi, Wentao  and
      Gao, Chongming  and
      Dai, Quanyu  and
      Wang, Yichao  and
      Liu, Yong  and
      Li, Yangyang  and
      Feng, Fuli",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1865/",
    pages = "39810--39826",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fang-etal-2026-llmzero,
    title = "{LLMZERO}: Discovering Adaptive Training Strategies for {RL} Post-Training via {LLM} Agents",
    author = "Fang, Haoyang  and
      Zhu, Wei  and
      Han, Boran  and
      Pan, Zhenyu  and
      Yang, Shuo  and
      Zhang, Shuai  and
      Gai, Jiading  and
      Tang, Peng  and
      Hu, Cuixiong  and
      Rangwala, Huzefa  and
      Karypis, George  and
      Wang, Bernie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1866/",
    pages = "39827--39856",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{loconte-etal-2026-better,
    title = "Better Later Than Sooner: Neuro-Symbolic Knowledge Graph Construction via Ontology-grounded Post-extraction Correction",
    author = "Loconte, Lorenzo  and
      Hospedales, Timothy  and
      Cornelio, Cristina",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1867/",
    pages = "39857--39878",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{marques-etal-2026-block,
    title = "Block Recursive Transformers for Structured Parameter Sharing",
    author = "Marques, Josep  and
      Cho, Hyunyoung A.  and
      Kim, Youngeun  and
      Zhang, Youjia  and
      Jung, Aecheon  and
      Shim, Kyuhong  and
      Hong, Sungeun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1868/",
    pages = "39879--39891",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-dong-2026-probecourt,
    title = "{P}robe{C}ourt: Cross-Examining Black-Box {LLM}s for Prompt-Injection Evidence Before Tool Execution",
    author = "Wu, Jianjun  and
      Dong, Zexin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1869/",
    pages = "39892--39909",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dar-etal-2026-indichm,
    title = "{I}ndic{HM}: A Multilingual Benchmark and Disagreement-Centric Framework for Hateful Meme Detection",
    author = "Dar, Shahid Shafi  and
      Aamir, Mohd  and
      Sarkar, Arindol  and
      Chowdhury, Hrishiraj  and
      Pandey, Pranjal  and
      Kumar, Nagendra",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1870/",
    pages = "39910--39931",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-freemu,
    title = "{F}ree{MU}: Free Marginal Utility for Reward-Aware Direct Preference Optimization",
    author = "Zhang, Lei  and
      Ma, Jian  and
      Zhang, Xianpeng  and
      Chen, Dongyu  and
      Lu, Haonan  and
      Su, Tianhuang  and
      Wang, Chuangchuang  and
      Tang, Kai  and
      Su, Zhixun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1871/",
    pages = "39932--39953",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{oh-etal-2026-dynamic,
    title = "Dynamic routing-based Mixture of Layer-wise Tokens with Token-Difficulty for Robust Audio-Visual Speech Recognition",
    author = "Oh, Changhan  and
      Jo, Yeeun  and
      Han, Ran  and
      Kang, Jeomja  and
      Choi, Woo Yong  and
      Song, Hwa Jeon  and
      Park, Kiyoung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1872/",
    pages = "39954--39969",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nguyen-etal-2026-beyond-single,
    title = "Beyond Single-Negative Preference: Multi-Negative {DPO} for {LLM}-Centric Historical Entity Linking",
    author = "Nguyen, Tien Nam  and
      Boros, Emanuela  and
      Hamdi, Ahmed  and
      Jatowt, Adam  and
      Coustaty, Mickael  and
      Doucet, Antoine",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1873/",
    pages = "39970--39985",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-negative,
    title = "Negative Advantage Is a Double-Edged Sword: Calibrating advantages in {GRPO} for Search Agents",
    author = "Wu, Jiayi  and
      Xie, Ruobing  and
      Huang, Zeqian  and
      Jiang, Lei  and
      Xu, Can  and
      Luo, Kangyang  and
      Lin, Bochen  and
      Gao, Ming  and
      Li, Xiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1874/",
    pages = "39986--40002",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zeng-etal-2026-culturalmenubench,
    title = "{C}ultural{M}enu{B}ench: Probing the Knowledge-Application Gap in Multimodal Culinary Reasoning",
    author = "Zeng, Bo  and
      Gao, Linfeng  and
      Lin, Peiqin  and
      Zhao, Yu  and
      Zeng, Mingyan  and
      Tong, Yu  and
      Wang, Xintong  and
      Xu, Linlong  and
      Wang, Longyue  and
      Luo, Weihua  and
      Zhang, Qinggang  and
      Su, Jinsong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1875/",
    pages = "40003--40020",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nguyen-etal-2026-beyond-caption,
    title = "Beyond Caption Loss: Generative Distillation for Modality Alignment in Vision-Language Models",
    author = "Nguyen, Nam Kha  and
      Zhang, Wei Emma  and
      Dai, Xiang  and
      Sim, Mong Yuan  and
      Chen, Weitong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1876/",
    pages = "40021--40034",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{maji-bhattacharya-2026-arjun,
    title = "{ARJUN}: A Parameter-Efficient Multi-Objective Pre-Training Framework for Language Models",
    author = "Maji, Subhadip  and
      Bhattacharya, Arnab",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1877/",
    pages = "40035--40052",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-kvoicebench,
    title = "{KV}oice{B}ench, {KO}pen{A}udio{B}ench, and {KMMAU}: Agent-Driven {K}orean Speech Benchmarks for Evaluating {S}peech{LM}s",
    author = "Kim, Haechan  and
      Chung, Seungjun  and
      Park, Inkyu  and
      Lee, Jihoo  and
      Lee, Jonghyun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1878/",
    pages = "40053--40069",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{thatikonda-etal-2026-beyond,
    title = "Beyond Surface Forms: Symbolic Edits as a Test for Logical Reasoning with {LLM}s",
    author = "Thatikonda, Ramya Keerthy  and
      Buntine, Wray  and
      Shareghi, Ehsan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1879/",
    pages = "40070--40090",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-debiasing,
    title = "Debiasing as a Measurement Intervention: Calibrated Ties and Resolution Loss in {LLM}-as-a-Judge Evaluation",
    author = "Zhao, Liang  and
      Wang, Yong  and
      Chen, Jiangzhe",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1880/",
    pages = "40091--40112",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fang-etal-2026-video,
    title = "Video-{D}eep{R}esearch: Towards the Next-Generation Multimodal Deepresearch Agent",
    author = "Fang, Zhen  and
      Zeng, Yu  and
      Huang, Wenxuan  and
      Zhao, Yiming  and
      Huang, Shiting  and
      Ren, Tianfei  and
      Lu, Qi  and
      Ren, Qingnan  and
      Su, Qisheng  and
      Wang, Lionel Z.  and
      Yin, Qingyu  and
      Chen, Shuang  and
      Chen, Zehui  and
      Chen, Lin  and
      Yin, Zhenfei  and
      Hu, Yao  and
      Lin, Shaohui  and
      Ouyang, Wanli  and
      Cao, Shaosheng  and
      Zhao, Feng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1881/",
    pages = "40113--40131",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-unicar,
    title = "{U}ni{CAR}-{RL}: Seeing Better before Thinking Deeper in Visual Mathematics",
    author = "Li, Yuzhe  and
      Yan, Hao  and
      Wang, Hao  and
      Liu, Xingchen  and
      Yu, Ya-Qi  and
      Wu, Jihao  and
      Liao, Minghui  and
      Chen, Wei  and
      Liu, Yuliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1882/",
    pages = "40132--40146",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fang-wang-2026-exploit,
    title = "Exploit More, Explore Smarter for Budget-Constrained Agentic Search",
    author = "Fang, Haoyang  and
      Wang, Bernie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1883/",
    pages = "40147--40165",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hardt-2026-audio,
    title = "Can Audio {LLM}s Understand Prosodic Focus? An Alternative-Semantics Inference Test with ``Only''",
    author = "Hardt, Daniel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1884/",
    pages = "40166--40183",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-s3c,
    title = "{S}3{C}-{LLM}: Skill-Code Guided Agentic Language Models for Spectrum-to-Structure Elucidation",
    author = "Zhao, Xuanle  and
      Cai, Xinyuan  and
      Cheng, Xiang  and
      XU, Bo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1885/",
    pages = "40184--40212",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bhattacharyya-baranwal-2026-sover,
    title = "{SOVER}: Formal Certification of Optimization Reformulations via {LLM}-Assisted {SMT} Verification",
    author = "Bhattacharyya, Swapnil  and
      Baranwal, Mayank",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1886/",
    pages = "40213--40230",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{testa-etal-2026-vision,
    title = "From Vision to Language: Investigating Causal Information Flow in Multimodal Decision-Making",
    author = "Testa, Davide  and
      Wong, Hugh Mee  and
      Lenci, Alessandro  and
      Magnini, Bernardo  and
      Gatt, Albert",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1887/",
    pages = "40231--40247",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{al-negheimish-etal-2026-probing,
    title = "Probing for Long-Horizon Deductive Reasoning Capabilities in Language Models with {P}rolog",
    author = "Al-Negheimish, Hadeel  and
      Ilieva, Jasna  and
      Kim, Yoon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1888/",
    pages = "40248--40259",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dhar-etal-2026-item,
    title = "Does Item Response Theory Generalize Across Languages? Evidence from Cross-Lingual {LLM} Benchmarks",
    author = "Dhar, Ruchira  and
      Peng, Qiwei  and
      S{\o}gaard, Anders",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1889/",
    pages = "40260--40281",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jeong-etal-2026-cs,
    title = "{CS}-{CLIP}: Compositional Scene Graph-guided {CLIP} for Robust Compositional Reasoning",
    author = "Jeong, SeongJun  and
      Jung, Minjoon  and
      Choi, Woo Suk  and
      Jang, Youwon  and
      Zhang, Byoung-Tak",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1890/",
    pages = "40282--40294",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shi-etal-2026-tokenrouter,
    title = "{T}oken{R}outer: Uncertainty-Guided Token-Level Routing for Efficient {LLM} Reasoning",
    author = "Shi, Zhenning  and
      Zhu, Yijia  and
      Shi, Junhan  and
      Zhang, Xun  and
      Miao, Congcong  and
      Xie, Guorui  and
      Jiang, Yong  and
      Li, Qing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1891/",
    pages = "40295--40307",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-anti,
    title = "Anti-Prior Reinforcement Learning for Context-Grounded Reasoning",
    author = "Wang, Zheng  and
      LU, Zexin  and
      Hu, Xuming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1892/",
    pages = "40308--40327",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-efficient-frame,
    title = "Efficient Frame Selection for Long Videos at Test Time with Attention-Based {MLLM} Selectors",
    author = "Wang, Yilin  and
      Zheng, Xiangxi  and
      Mao, Dongxing  and
      Li, Linjie  and
      Yang, Zhengyuan  and
      Yu, Ping  and
      Yan, Rui  and
      Yao, Yuan  and
      Wang, Alex Jinpeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1893/",
    pages = "40328--40341",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ke-etal-2026-dybencheval,
    title = "{D}y{B}ench{E}val: A Comprehensive Evaluation Suite for Measuring {LLM}-as-Dynamic-Benchmarker",
    author = "Ke, Pei  and
      Wang, Jingye  and
      Sun, Maolin  and
      Wang, Lan  and
      Peng, Haitao  and
      Wen, Bosi  and
      Hu, Enping  and
      Luo, Ruyi  and
      Huang, Minlie  and
      Qin, Ke",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1894/",
    pages = "40342--40363",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ma-etal-2026-sepo,
    title = "{SEPO}: Evidence-Grounded Prompt Optimization via Structural Editing",
    author = "Ma, Xiaoyu  and
      Liu, Haoyue  and
      li, Yiwen  and
      Zhu, Jionghao  and
      Wang, Zhichao  and
      Chen, Ye  and
      Tang, Xiaoying",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1895/",
    pages = "40364--40391",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{pessianzadeh-etal-2026-beyond,
    title = "Beyond Binary Detection: A Multi-Dimensional Taxonomy of Cancer Misinformation on {R}eddit",
    author = "Pessianzadeh, Aria  and
      Jamie, Pooriya  and
      Sultana, Naima  and
      Himmelstein, Gracie  and
      Zektser, Yuliya  and
      Ganz, Patricia A.  and
      Hosseinmardi, Homa  and
      Ghasemian, Amir  and
      Rezapour, Rezvaneh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1896/",
    pages = "40392--40419",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mukherjee-etal-2026-geoagent,
    title = "{G}eo{A}gent: Evaluating {VLM} Geolocalization Through Embodied Navigation",
    author = "Mukherjee, Arka  and
      Roy, Soham  and
      Trivedi, Kartikeya  and
      Ghosh, Shreya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1897/",
    pages = "40420--40450",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhan-etal-2026-motioninsight,
    title = "{M}otion{I}nsight: Diagnosing Object Motion Deficiencies in Generated Videos",
    author = "Zhan, Jiahao  and
      Ma, Yongrui  and
      Xing, Qunliang  and
      Zhang, Xuanyu  and
      Tong, Jingqi  and
      Li, Junlin  and
      Zhang, Li  and
      Zhao, Shijie  and
      Xue, Tianfan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1898/",
    pages = "40451--40466",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cho-etal-2026-plc,
    title = "{PLC}-{DPO}: Posterior Label Correction in Noisy and Ambiguous Preference Optimization",
    author = "Cho, Boryeong  and
      Ahn, Sumyeong  and
      Yun, Se-Young",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1899/",
    pages = "40467--40489",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sadrieh-stefanik-2026-prompt,
    title = "Prompt-Robust Language Models: Which Training Strategies Work?",
    author = "Sadrieh, Frederic  and
      {\v{S}}tef{\'a}nik, Michal",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1900/",
    pages = "40490--40507",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tian-yuan-2026-grip,
    title = "{GRIP}: Gated Routing of Instance-level Preferences for Noisy Long-Tailed Text Classification",
    author = "Tian, Ziqing  and
      Yuan, Bo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1901/",
    pages = "40508--40535",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ma-etal-2026-icgr,
    title = "{ICGR}: Iterative Causal Graph Refinement for Document-Level Event Causality Identification",
    author = "Ma, Longxuan  and
      Yu, Zhuoran  and
      Yu, Zhengtao  and
      Gao, Shengxiang  and
      Huang, Yuxin  and
      Xian, Yantuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1902/",
    pages = "40536--40555",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lin-etal-2026-vectors,
    title = "Vectors from Larger Language Models Predict Human Reading Time and f{MRI} Data More Poorly when Dimensionality Expansion is Controlled",
    author = "Lin, Yi-Chien  and
      Zhu, Hongao  and
      Schuler, William",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1903/",
    pages = "40556--40576",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{basu-etal-2026-safemath,
    title = "{S}afe{M}ath: Safe Solutions for Unsafe Math Word Problems",
    author = "Basu, Sagnik  and
      Mitra, Subhrajit  and
      Juneja, Aman  and
      Banerjee, Somnath  and
      Hazra, Rima  and
      Mukherjee, Animesh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1904/",
    pages = "40577--40594",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{paulsen-etal-2026-synthetic,
    title = "Synthetic Semantic Supervision for Contrastive Code Representation Learning in Small Transformers: An Empirical Study",
    author = "Paulsen, Kenneth  and
      Tambon, Florian  and
      Papadakis, Mike  and
      Yoo, Shin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1905/",
    pages = "40595--40615",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yin-etal-2026-func,
    title = "{F}unc-{R}1: Incentivizing Mathematical Function Reasoning in Multimodal Large Language Models",
    author = "Yin, Mingze  and
      Wang, Xiaohan  and
      Li, Dian  and
      Haichao, Yao  and
      Zhao, Yilin  and
      Chen, Youjun  and
      Sinbadliu  and
      Chen, Jintai  and
      Zhu, Yiheng  and
      Hsieh, Chang-Yu  and
      Pan, Aimin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1906/",
    pages = "40616--40632",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-etal-2026-automated,
    title = "An Automated Pipeline for Provably Retrieval-Dependent Benchmark Construction over Dynamic Knowledge",
    author = "Zhou, Heng  and
      Yu, Ao  and
      Fan, Yuchen  and
      Kang, Li  and
      Shi, Jianing  and
      Zhang, Yongting  and
      Fan, Yutao  and
      He, Tiancheng  and
      Lin, Yibing  and
      Geng, Hejia  and
      Wu, Yuhao  and
      Song, Xiufeng  and
      Zhang, Zhemeng  and
      Huang, Songtao  and
      Qin, Yiran  and
      Zhang, Wenlong  and
      Bai, Lei  and
      Yin, Zhenfei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1907/",
    pages = "40633--40648",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{akli-etal-2026-natural,
    title = "Natural Language Defects in Code Generation Prompts: Empirical Impact and Lightweight Detection",
    author = "Akli, Amal  and
      Papadakis, Mike  and
      Cordy, Maxime  and
      Le Traon, Yves",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1908/",
    pages = "40649--40663",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tran-etal-2026-tasks,
    title = "Same Tasks, Different Apps: Why Mobile {GUI} Agents Fail to Generalize?",
    author = "Tran, Tien  and
      Koh, Nam Ho  and
      Matsunaga, Daiki E.  and
      Jain, Ayush  and
      Kim, Kee-Eung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1909/",
    pages = "40664--40693",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yeste-rosso-2026-context,
    title = "More Context, Larger Models, or Moral Knowledge? A Systematic Study of {S}chwartz Value Detection in Political Texts",
    author = "Yeste, V{\'i}ctor  and
      Rosso, Paolo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1910/",
    pages = "40694--40714",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nur-aini-etal-2026-beyond,
    title = "Beyond Transfer Accuracy: Mechanism-Guided Controlled Adaptation for Low-Resource Languages",
    author = "Nur{'}aini, Khumaisa  and
      Purwarianti, Ayu  and
      Aji, Alham Fikri  and
      Wijaya, Derry Tanti",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1911/",
    pages = "40715--40742",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{guo-etal-2026-tokens,
    title = "Not All Tokens Are Equal: Syntax-Pattern Weighted Likelihood Difference Joint Detection for Neural-Training-Free {AI}-Generated Text Detection",
    author = "Guo, Tianyu  and
      Hao, Shufeng  and
      Li, JiaQi  and
      Shi, Chongyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1912/",
    pages = "40743--40758",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lou-etal-2026-geoprune,
    title = "{G}eo{P}rune: A Robust and Engine-Friendly Importance Signal Beyond Attention for Vision Token Pruning in {VLM}s",
    author = "Lou, Kang  and
      Zhang, Shijin  and
      Chen, Ming  and
      Cao, Junzhe",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1913/",
    pages = "40759--40776",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-lego,
    title = "{LEGO}: Synergizing Expert {G}raph{RAG} and Expert Chain-of-Thought for Legal Reasoning",
    author = "Chen, Qingjing  and
      Zhang, Junkai  and
      Wang, Shaochun  and
      Ding, Jiahao  and
      Zheng, Siyuan  and
      Yan, Yukun  and
      Zheng, Zhi  and
      Rotolo, Antonino  and
      Liu, Yun  and
      Shen, Weixing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1914/",
    pages = "40777--40823",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-etal-2026-awm,
    title = "{AWM}: Answerable Working Memory for Long-Document {VQA} Agents",
    author = "Zhou, Dongzhuoran  and
      Zhu, Yuqicheng  and
      Liu, Yule  and
      Yang, Zhen  and
      Lu, Rui  and
      Dong, Yuxiao  and
      Tang, Jie  and
      Kharlamov, Evgeny",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1915/",
    pages = "40824--40839",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{uban-etal-2026-makes,
    title = "What Makes Blood Thicker than Water: Related Word Discrimination in {R}omance Languages from a Multi-dimensional Perspective",
    author = "Uban, Ana Sabina  and
      Marchitan, Teodor-George  and
      Iordache, Ioan-Bogdan  and
      Georgescu, Simona  and
      Dinu, Liviu P",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1916/",
    pages = "40840--40863",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hazra-etal-2026-safetutors,
    title = "{S}afe{T}utors: Benchmarking Pedagogical Safety in {AI} Tutoring Systems",
    author = "Hazra, Rima  and
      Ghuku, Bikram  and
      Marchenko, Ilona  and
      Tokarieva, Yaroslava  and
      Layek, Sayan  and
      Banerjee, Somnath  and
      Stoyanovich, Julia  and
      Pechenizkiy, Mykola",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1917/",
    pages = "40864--40896",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fei-etal-2026-memory,
    title = "Memory Beyond Recall: A Dual-Process Cognitive Memory System for Self-Evolving {LLM} Agents",
    author = "Fei, Tianxiang  and
      Song, Mingyang  and
      Zheng, Mao  and
      Yu, Xiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1918/",
    pages = "40897--40914",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ivanov-etal-2026-toolhace,
    title = "{T}ool{HACE}: A Dataset for Detecting Hallucinations in Tool-Based {LLM} Responses",
    author = "Ivanov, Nikolay  and
      Pletenev, Sergey  and
      Rykov, Elisei  and
      Anatolii, Frolov  and
      Monogov, Bogdan  and
      Potekhin, Alexander  and
      Marina, Maria  and
      Moskovskiy, Daniil  and
      Moskvoretskii, Viktor  and
      Panchenko, Alexander  and
      Alimova, Ilseyar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1919/",
    pages = "40915--40934",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{singh-etal-2026-prompts,
    title = "Do Prompts Guarantee Safety? Mitigating Toxicity from {LLM} Generations through Gradient Based Subspace Intervention",
    author = "Singh, Himanshu  and
      Xu, Ziwei  and
      Subramanyam, A.  and
      Kankanhalli, Mohan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1920/",
    pages = "40935--40958",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{guo-etal-2026-beyond-static-visual,
    title = "Beyond Static Visual Tokens: Structured Sequential Visual Chain-of-Thought Reasoning",
    author = "Guo, Guangfu  and
      Lu, Xiaoqian  and
      Feng, Yue  and
      Sun, Mingming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1921/",
    pages = "40959--40974",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{basak-he-2026-understanding,
    title = "Understanding Subjectivity Transformation in Academic Meta-Review Generation",
    author = "Basak, Sanju  and
      He, Suining",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1922/",
    pages = "40975--40990",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-ceprm,
    title = "{C}e{PRM}: Generative Process Reward Modeling with Calibrated Values and Repair-Aware Supervision",
    author = "Li, Zongxuan  and
      Dong, Yixiang  and
      Hu, Bo  and
      Cao, Gonghao  and
      Chen, Yanzhen  and
      Liu, Huan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1923/",
    pages = "40991--41007",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-rule,
    title = "{RULE}-{EDIT}: Benchmarking Rule-Level Knowledge Editing in Large Language Models",
    author = "Zhang, Jizhi  and
      Hou, Dylan Xinming  and
      Li, Zhaoyi  and
      Yang, Qishun  and
      Ihsani, Mahardika Krisna  and
      Ali, Muhammad Asif  and
      Xia, Gus  and
      Hu, Lijie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1924/",
    pages = "41008--41027",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{supryadi-etal-2026-pancasila,
    title = "Pancasila-Dilemmas: Evaluating Large Language Models on {I}ndonesian Human Value Dilemmas Grounded in Pancasila",
    author = "Supryadi  and
      Irfan  and
      Julianti  and
      Martin, Darren Keanly  and
      Fernando, Jayvin  and
      Ren, Yuqi  and
      Xiong, Deyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1925/",
    pages = "41028--41042",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{duan-etal-2026-vico,
    title = "{V}i{C}o: Towards Visual-oriented Coding with Self-Reflection for Chart Replication",
    author = "Duan, Jiaxin  and
      Jiao, Dian  and
      Zhao, Shuai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1926/",
    pages = "41043--41071",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lv-etal-2026-calibrating,
    title = "Calibrating Hierarchical Memory Utilization for Long-Term Memory {QA}",
    author = "Lv, Hang  and
      Zhi, Xuyang  and
      Gu, Hongchao  and
      Wang, Hao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1927/",
    pages = "41072--41081",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hu-etal-2026-token,
    title = "Token-level Adaptive Weighting via Implicit Rewards for Inference-time Multi-objective Alignment",
    author = "Hu, Dou  and
      Wei, Lingwei  and
      Xu, Peiran  and
      Xiao, Hongjiang  and
      Hu, Songlin  and
      Zhang, Yuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1928/",
    pages = "41082--41096",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{winata-etal-2026-t1,
    title = "{T}1-Bench: Benchmarking Multi-Scenario Agents in Real-World Domains",
    author = "Winata, Genta Indra  and
      Chakraborty, Amartya  and
      Lin, Yuzhen  and
      Rao, Swasthi P  and
      Siingh, Shikhhar  and
      Lu, Houhan  and
      Bathaee, Nadia  and
      Hatwar, Sriharsha  and
      Dashore, Paresh  and
      Jain, Anmol  and
      Tayal, Kshitij  and
      Lin, Xiuzhu  and
      Das, Anirban  and
      Sahu, Sambit  and
      Zhang, Shi-Xiong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1929/",
    pages = "41097--41145",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-peft,
    title = "{PEFT}-Arena: Understanding Parameter-Efficient Finetuning from a Stability-Plasticity Perspective",
    author = {Huang, Yangyi  and
      Peng, Ruotian  and
      Qiu, Zeju  and
      Kang, Jiale  and
      Wen, Yandong  and
      Sch{\"o}lkopf, Bernhard  and
      Liu, Weiyang},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1930/",
    pages = "41146--41172",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{he-etal-2026-learning-best,
    title = "Learning from the Best, Differently: A Diversity-Driven Rethinking on Data Selection",
    author = "He, Hongyi  and
      Liu, Xiao  and
      Lin, Zhenghao  and
      Tang, Mingni  and
      Cheng, Yi  and
      Wang, Jintao  and
      Li, Wenjie  and
      Cheng, Peng  and
      Gong, Yeyun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1931/",
    pages = "41173--41195",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{supryadi-etal-2026-aligning,
    title = "Aligning Large Language Models with Pluralistic Values: Case Study in {S}outheast {A}sian ({SEA}) Countries",
    author = "Supryadi  and
      Luu, Khue T. M.  and
      Saw, Maw Kyi  and
      Souphanid, Somchanmavong  and
      Ren, Yuqi  and
      Xiong, Deyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1932/",
    pages = "41196--41214",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{du-etal-2026-refinement,
    title = "Refinement-Integrated Reasoning Elicits Better Generalization of {LLM}-Based Code Vulnerability Detection",
    author = "Du, Xianda  and
      Ke, Pei  and
      Hu, Enping  and
      Li, Guannan  and
      Guo, Jinyu  and
      Qin, Ke",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1933/",
    pages = "41215--41233",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hou-etal-2026-biopie,
    title = "{B}io{PIE}: A Biomedical Protocol Information Extraction Dataset for Experiment Understanding",
    author = "Hou, Haofei  and
      Zhao, Shunyi  and
      Meng, Fanxu  and
      Yang, Kairui  and
      Ruan, Lecheng  and
      Wang, Qining",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1934/",
    pages = "41234--41257",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cecil-freedman-2026-beyond,
    title = "Beyond Majority Vote: Multi-Perspective Adjudication for Medical Hallucination Detection",
    author = "Cecil, Joe  and
      Freedman, Marjorie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1935/",
    pages = "41258--41291",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{park-etal-2026-k,
    title = "K-Humor: Dynamic Multi-Agent {LLM} Framework for Generation of Culturally Grounded {K}orean Jokes",
    author = "Park, MinSu  and
      Jeon, Heejeong  and
      Kim, DongJae  and
      Oh, Minwoo  and
      Park, Eunil",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1936/",
    pages = "41292--41315",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-swe-world,
    title = "{SWE}-World: Building Software Engineering Agents in Docker-Free Environments",
    author = "Sun, Shuang  and
      Song, Huatong  and
      Huang, Lisheng  and
      Jiang, Jinhao  and
      Le, Ran  and
      Lv, Zhihao  and
      Chen, Zongchao  and
      Hu, Yiwen  and
      Luo, Wenyang  and
      Zhao, Xin  and
      Xu, Hongteng  and
      Wen, Ji-Rong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1937/",
    pages = "41316--41340",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ming-etal-2026-one,
    title = "One-Token Rollout: Guiding Supervised Fine-Tuning of {LLM}s with Policy Gradient",
    author = "Ming, Rui  and
      Wu, Haoyuan  and
      Hu, Shoubo  and
      He, Zhuolun  and
      Yu, Bei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1938/",
    pages = "41341--41353",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{telkamp-hulsebos-2026-towards,
    title = "Towards Contextual Sensitive Data Detection",
    author = "Telkamp, Liang  and
      Hulsebos, Madelon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1939/",
    pages = "41354--41364",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-ring,
    title = "{RING}: Retrieval-Internalized Generation for Continual Large-Scale Knowledge Injection",
    author = "Xu, Shicheng  and
      Pang, Liang  and
      Chen, Liyi  and
      Wei, Zihao  and
      Deng, Jingcheng  and
      Gao, Yan  and
      Wu, Yi  and
      Hu, Yao  and
      Shen, Huawei  and
      Cheng, Xueqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1940/",
    pages = "41365--41381",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{temesgen-etal-2026-exemplar,
    title = "Exemplar Choice Matters for Morphological Reasoning: Model Confidence Vs Exemplar Similarity",
    author = "Temesgen, Tsedeniya Kinfe  and
      Marco, Marion Di  and
      Fraser, Alexander",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1941/",
    pages = "41382--41410",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{davydov-etal-2026-llm,
    title = "{LLM} generation novelty through the lens of semantic similarity",
    author = "Davydov, Philipp  and
      Prabhu, Ameya  and
      Bethge, Matthias  and
      Nguyen, Elisa  and
      Oh, Seong Joon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1942/",
    pages = "41411--41431",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hu-etal-2026-transferring,
    title = "Transferring Math Reasoning Abilities from {LLM}s to {MLLM}s via Causal-Aware Model Merging",
    author = "Hu, Yijie  and
      Yang, Guanyu  and
      Zhou, Zihao  and
      Dong, Bin  and
      Huang, Xiaowei  and
      Huang, Kaizhu  and
      Wang, Qiufeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1943/",
    pages = "41432--41447",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{airlangga-etal-2026-sparse,
    title = "Sparse Long Memory and Transition Bottlenecks Shape Positional Recall in Mamba Language Models",
    author = "Airlangga, Muhammad Cendekia  and
      AlQuabeh, Hilal  and
      Nwadike, Munachiso Samuel  and
      Inui, Kentaro",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1944/",
    pages = "41448--41463",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{han-etal-2026-tchv,
    title = "{TCHV}: Type-Conditioned Hypothesis Verification for Multimodal Named Entity Recognition",
    author = "Han, Feiyu  and
      Liu, Yang  and
      Xu, Yongxiu  and
      Jiang, Yixiao  and
      Zhou, Zhaoqi  and
      Zhou, Chuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1945/",
    pages = "41464--41483",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ochieng-etal-2026-toward,
    title = "Toward Cultural Alignment: Human-Centered Evaluation of Multimodal {AI} Stories Across Five {A}frican Communities",
    author = "Ochieng, Millicent  and
      Ali, Felermino D. M. A.  and
      Ankrah, Elizabeth A.  and
      Abdulhamid, Najeeb Gambo  and
      Boyd, Migisha  and
      Nyairo, Stephanie  and
      Muchai, Mercy  and
      Maina, Samuel Chege  and
      Vashistha, Aditya  and
      Thieme, Anja  and
      O{'}Neill, Jacki",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1946/",
    pages = "41484--41510",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-pivot-gradient,
    title = "Pivot Gradient Scaling: Reducing Dwell Time to Stabilize Extreme Low-Bit Quantization-aware Training",
    author = "Kim, Vinnam  and
      Kim, Junhan  and
      Shin, Seungjae  and
      Lee, Jung Hyun  and
      You, Jaeseong  and
      Chen, An  and
      Choi, Jungwook",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1947/",
    pages = "41511--41531",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{perlman-etal-2026-emergence,
    title = "The Emergence of Relevance Through Axiomatic Attention Patterns During {L}o{RA} Fine-Tuning",
    author = "Perlman, Matthew  and
      Nijasure, Atharva  and
      Allan, James",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1948/",
    pages = "41532--41548",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tang-etal-2026-probe,
    title = "Probe and Steer: Localizing and Mitigating Position Bias in Pairwise {LLM}-as-a-Judge",
    author = "Tang, Yulu  and
      Kang, Chun  and
      Zhou, Yangfan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1949/",
    pages = "41549--41565",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-zhou-2026-pavedsl,
    title = "{P}ave{DSL}: A Neuro-Symbolic Approach to Plan Specification and Verification for Multi-Agent Code Generation",
    author = "Yu, Wutong  and
      Zhou, Deyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1950/",
    pages = "41566--41584",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tolstykh-etal-2026-llmtrace,
    title = "{LLMT}race: A Corpus for Classification and Fine-Grained Localization of {AI}-Written Text",
    author = "Tolstykh, Irina  and
      Tsybina, Aleksandra  and
      Yakubson, Sergey  and
      Kuprashevich, Maksim",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1951/",
    pages = "41585--41622",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nacar-etal-2026-gate-general,
    title = "{GATE}: General {A}rabic Text Embedding for Enhanced Semantic Textual Similarity with Matryoshka Representation Learning and Hybrid Loss Training",
    author = "Nacar, Omer  and
      Koubaa, Anis  and
      Sibaee, Serry  and
      Alhabashi, Yasser  and
      Ammar, Adel  and
      Boulila, Wadii",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1952/",
    pages = "41623--41634",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chu-etal-2026-kwai,
    title = "Kwai Summary Attention",
    author = "Chu, Chenglong  and
      Peng, Hao  and
      Wang, Hui  and
      Cao, Jiangxia  and
      Ren, Lu  and
      Liang, Zhiyuan  and
      Wang, Ziqi  and
      Cheng, Hongtao  and
      Su, Yi  and
      Luo, Xinchen  and
      Liang, Jian  and
      Tang, Ruiming  and
      Zhou, Guorui  and
      Li, Han",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1953/",
    pages = "41635--41655",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-satome,
    title = "{S}a{T}o{M}e: Salience-Driven Token Merging for Omni-Capable Diffusion {MLLM}s",
    author = "Liu, Sixun  and
      Guo, Pengfei  and
      Zhang, Jinghao  and
      Chen, Tingyu  and
      Zhang, Xiaofeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1954/",
    pages = "41656--41672",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{su-etal-2026-skill,
    title = "Skill Retrieval Augmentation for Agentic {AI}",
    author = "Su, Weihang  and
      Long, Jianming  and
      Ai, Qingyao  and
      He, Qiaozhi  and
      Tang, Yichen  and
      Wang, Changyue  and
      Tu, Yiteng  and
      Wang, Yingbo  and
      Liu, Yiqun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1955/",
    pages = "41673--41716",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhu-etal-2026-beyond-ranking,
    title = "Beyond Ranking: Role-Specific Signals for Token-Budgeted {SFT} Data Selection",
    author = "Zhu, Haocheng  and
      Wang, Tianqi  and
      Suzuki, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1956/",
    pages = "41717--41729",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{doshi-etal-2026-influence,
    title = "Influence Guided Sampling for Domain Adaptation of Text Retrievers",
    author = "Doshi, Meet  and
      Kumar, Vishwajeet  and
      Li, Yulong  and
      Sen, Jaydeep",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1957/",
    pages = "41730--41752",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{assenmacher-etal-2026-beyond,
    title = "Beyond the Explicit: A Bilingual Dataset for Dehumanization Detection in Social Media",
    author = "Assenmacher, Dennis  and
      Piot, Paloma  and
      Laken, Katarina  and
      Jurgens, David  and
      Wagner, Claudia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1958/",
    pages = "41753--41776",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-efficient-agentic,
    title = "Efficient Agentic Reinforcement Learning with On-Policy Intrinsic Knowledge Boundary Enhancement",
    author = "Chen, Dingwei  and
      Zong, Zefang  and
      ma, Zhipeng  and
      Luo, Leo  and
      Li, Yang  and
      Li, Chengming  and
      Chen, Peng  and
      Jiang, Jie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1959/",
    pages = "41777--41795",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{manognya-etal-2026-values,
    title = "Values Are Not Enough: Situational Modifiers Shape Moral Decisions in {LLM}s and Humans",
    author = "Manognya, Peddi  and
      Mandloi, Lokendra  and
      Shripad, Joshi Sayali  and
      Dandapat, Sandipan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1960/",
    pages = "41796--41817",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xiao-etal-2026-disasterlex,
    title = "{D}isaster{L}ex: An Expert Concept-to-Schema Knowledge Graph for Geospatial Reasoning in Disaster Analytics",
    author = "Xiao, Yiming  and
      Basu, Ankit  and
      Yin, Kai  and
      Vartak, Sahil Rohit  and
      Swords, Christian  and
      Mostafavi, Ali",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1961/",
    pages = "41818--41836",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-mitigating,
    title = "Mitigating New-Tail Collapse in Long-Tailed Class-Incremental Learning with {CLIP}",
    author = "Lee, HyeokJun  and
      Cha, Sungmin  and
      Yoo, YoungJoon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1962/",
    pages = "41837--41856",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{navarro-etal-2026-apparent,
    title = "Where Do Apparent {LLM} Clinical Triage Failures Arise? Localizing the Multiple-Choice Format Effect",
    author = "Navarro, David Fraile  and
      Como, Berardino  and
      Sheng, Jialei  and
      Ananthan, Soundariya  and
      Berkovsky, Shlomo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1963/",
    pages = "41857--41885",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-beyond-binary,
    title = "Beyond Binary: Turning Partial Success into Dense Verifiable Rewards for Reinforcement Learning in Code Generation",
    author = "Wang, Longwen  and
      Liu, Yirui  and
      Wu, Xuaner  and
      Hu, Xiaohui  and
      Fan, Yuankai  and
      Yu, Kaidong  and
      Weng, Qizhen  and
      Xi, Wei  and
      Li, Xuelong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1964/",
    pages = "41886--41902",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-binned,
    title = "Binned Relative Policy Optimization towards Efficient Thinking of {VLM}s",
    author = "Sun, ShuaiHang  and
      Li, Zongzhao  and
      Shi, Kai  and
      Yang, Jun  and
      Yang, Zhenyu  and
      Lu, Haonan  and
      Huang, Wenbing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1965/",
    pages = "41903--41918",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-s2j,
    title = "{S}2{J}: Bridging the Gap Between Solving and Judging Ability in Generative Reward Models",
    author = "Sun, Shaoning  and
      Yu, Jiachen  and
      Wang, Zongqi  and
      Yang, Xuewei  and
      Gu, Tianle  and
      Yang, Yujiu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1966/",
    pages = "41919--41940",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-progressive,
    title = "Progressive Behavioral Drift through Compression Valleys in Large Language Models",
    author = "Xu, Zhiyuan  and
      Abaimov, Stanislav  and
      Gardiner, Joseph  and
      Belguith, Sana",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1967/",
    pages = "41941--41964",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tao-etal-2026-towards,
    title = "Towards Faithful and Controllable Personalization via Critique-Post-Edit Reinforcement Learning",
    author = "Tao, Meiling  and
      Zhu, Chenghao  and
      Ding, Dongyi  and
      Wang, Tiannan  and
      Jiang, Yuchen Eleanor  and
      Zhou, Wangchunshu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1968/",
    pages = "41965--41985",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-topocurate,
    title = "{T}opo{C}urate: Modeling Interaction Topology for Tool-Use Agent Training",
    author = "Yang, Jinluan  and
      Liu, Yuxin  and
      Chen, Zhengyu  and
      Han, Chengcheng  and
      Sun, Yueqing  and
      Song, Xierui  and
      Su, Hui  and
      Cai, Xunliang  and
      Wu, Fei  and
      Kuang, Kun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1969/",
    pages = "41986--42006",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jiang-etal-2026-selective,
    title = "Selective Knowledge Edit Reversal via Gated Singular Vector Shrinkage",
    author = "Jiang, Weifeng  and
      Chen, Ruirui  and
      Mao, Qianren  and
      Liu, Junnan  and
      Zhang, Qili  and
      Lam, Kwok-Yan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1970/",
    pages = "42007--42027",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ji-etal-2026-text,
    title = "Text-to-{SQL} Benchmarks Toward Enterprise Realities: Under Massive Scopes, Complex Schemas and Scattered Knowledge",
    author = "Ji, Yuchen  and
      Yu, Chengxi  and
      Shi, Jie  and
      Zhou, Weixin  and
      Cao, Xi  and
      Liang, Jiaqing  and
      Chen, Hai  and
      Mao, Yu  and
      Yang, Deqing  and
      Xiao, Yanghua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1971/",
    pages = "42028--42060",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lin-etal-2026-full-distribution,
    title = "Full-Distribution Self-Distillation for Optimizing Soft Latent Reasoning",
    author = "Lin, Ziyong  and
      Wang, Yanting  and
      Jia, Zixia  and
      Zheng, Zilong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1972/",
    pages = "42061--42073",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liang-etal-2026-anom3w,
    title = "{A}nom3{W}: A Unified Benchmark for Video Anomaly Grounding and Understanding",
    author = "Liang, Liang  and
      Zhu, Yun  and
      Lin, Juekai  and
      Wang, Haoyang  and
      Li, Jinhui  and
      Zhou, Weilin  and
      Zhu, Yuehan  and
      Wu, Lijun  and
      Zhang, Wenqiao  and
      Xiao, Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1973/",
    pages = "42074--42092",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-factorized,
    title = "Factorized Soft Prompts with Inference-Time Latent Control for {LLM} Personalization",
    author = "Yang, Likun  and
      Xu, Pei  and
      Cao, Shiyue  and
      Wang, Tong  and
      Wu, Haoran  and
      Chen, Xiaotang  and
      Huang, Kaiqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1974/",
    pages = "42093--42116",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yin-etal-2026-refinement,
    title = "Refinement Provenance Inference: Detecting {LLM}-Refined Training Prompts from Model Behavior",
    author = "Yin, Bo  and
      Li, Qi  and
      Yu, Runpeng  and
      Wang, Xinchao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1975/",
    pages = "42117--42131",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kezar-etal-2026-surveying,
    title = "Surveying Representation Collapse in Pretrained Models of {A}merican {S}ign {L}anguage",
    author = "Kezar, Lee  and
      Aichler, Laurel  and
      Willis, Athena S.  and
      Imai, Saki  and
      Inan, Mert  and
      Wooten, Alicia K.  and
      Alikhani, Malihe  and
      Quandt, Lorna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1976/",
    pages = "42132--42146",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sood-etal-2026-eyelignr,
    title = "{EYELIGNR}: Aligning Gaze and Text via Contrastive Learning for Improved Reading Scanpath Prediction",
    author = "Sood, Ekta  and
      Tannert, Simon  and
      Dhar, Prajit  and
      Sengupta, Meghdut  and
      Troiano, Enrica  and
      DMello, Sidney K.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1977/",
    pages = "42147--42160",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-hidet,
    title = "{H}i{D}et: Hierarchical {AI} Text Detection via Coarse Filtering and Multi-Grained Contrastive Learning",
    author = "Yang, Xiao  and
      Kou, Feifei  and
      Shi, Lei  and
      Yao, Yuhan  and
      Zhang, Jiwei  and
      Zhang, Pengfei  and
      Zhang, Zhongbao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1978/",
    pages = "42161--42179",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-mind,
    title = "Mind the Motions: Benchmarking Theory-of-Mind in Everyday Body Language",
    author = "Lee, Seungbeen  and
      Jeong, Jinhong  and
      Kim, Donghyun  and
      Son, Yejin  and
      Yu, Youngjae",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1979/",
    pages = "42180--42195",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{pang-etal-2026-fair,
    title = "{FAIR}-Eval: Reliable and Efficient Adaptive Benchmarking for Large Language Models",
    author = "Pang, Ziliang  and
      Wang, Tianhe  and
      Yu, Tianshu  and
      Zhang, Ziyi  and
      Ren, Shuo  and
      Zhang, Jiajun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1980/",
    pages = "42196--42220",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{guo-etal-2026-rubricreviewer,
    title = "{R}ubric{R}eviewer: From Direct Critique to Rubric-Driven Review via Agentic Evidence Synthesis and Human-Aligned Generation",
    author = "Guo, Shuyu  and
      Hu, Wenxiang  and
      Zhao, Yuyue  and
      Lyu, Yougang  and
      Yan, Xiaohui  and
      Ren, Zhaochun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1981/",
    pages = "42221--42234",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kirti-etal-2026-persuarl,
    title = "{P}ersua{RL}: Reinforcement Learning-Driven Multi-Expert Selection for Persuasive Dialogue Generation in Insurance",
    author = "Kirti, Rohan  and
      Ghosh, Akash  and
      Vats, Aryan  and
      Ghosh, Niladri  and
      Shriparn, Shipra  and
      Ramnani, Roshni  and
      Maitra, Anutosh  and
      Saha, Sriparna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1982/",
    pages = "42235--42268",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{na-etal-2026-filter,
    title = "Filter by Quality, Stop by Difficulty: Confidence-Aware Self-Consistency with Adaptive Early Stopping",
    author = "Na, Jooyeong  and
      Jo, Wansik  and
      Cho, Hyunsouk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1983/",
    pages = "42269--42289",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-routing,
    title = "Routing Before Looking: Query-Adaptive Evidence Acquisition for Long-form Video Understanding",
    author = "Wang, Tianyue  and
      Wu, Xuying  and
      Ma, Yuxiang  and
      Liang, Ruiming  and
      Kang, Jiaxuan  and
      Hao, Yanchao  and
      Wei, Zheng  and
      Qu, Leigang  and
      Guo, Haiyun  and
      Wang, Jinqiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1984/",
    pages = "42290--42308",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-skill-cdpo,
    title = "Skill-{CDPO}: Evolving Agent Tool-Use via Critical Step Preference Optimization",
    author = "Li, Yuchen  and
      Lin, Jinghao  and
      Wang, Yuanqing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1985/",
    pages = "42309--42326",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jian-etal-2026-learning,
    title = "Learning When to Think in Latent Visual Space: Reasoning Mode Adaptive Reinforcement Learning",
    author = "Jian, Paul  and
      Ou, Jinpeng  and
      Wei, Leo  and
      Guo, Qingpei  and
      Li, Jianing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1986/",
    pages = "42327--42349",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-mmldsum,
    title = "{MMLDS}um-{LLM}: Multimodal Long-Document Summarization with Visual-Alignment and Keyword-Aware",
    author = "Zhang, Xianpeng  and
      Yang, Jiahua  and
      Chen, Dongyu  and
      Zhang, Lei  and
      Ma, Jian  and
      Xu, Guohuan  and
      Lu, Haonan  and
      Su, Tianhuang  and
      Wang, Chuangchuang  and
      Tang, Kai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1987/",
    pages = "42350--42370",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{park-kim-2026-relational,
    title = "Relational Over-Regularization: Graph-Based {AI}-Generated Text Detection via Sentence Transition Deviation",
    author = "Park, Hyeonchu  and
      Kim, Bugeun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1988/",
    pages = "42371--42391",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shafiei-etal-2026-directional,
    title = "Directional Drift in Arithmetic Reasoning: How Comparative Cues Steer {LLM} Predictions",
    author = "Shafiei, Mohammadamin  and
      Saffari, Hamidreza  and
      Moosavi, Nafise Sadat",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1989/",
    pages = "42392--42406",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-coreflect,
    title = "{C}o{R}eflect: A Reflective Co-Evolution Framework for Improving Conversational Evaluation",
    author = "Li, Yunzhe  and
      Feng, Richie Yueqi  and
      Wei, Tianxin  and
      Hsu, Chin-Chia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1990/",
    pages = "42407--42425",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{guan-etal-2026-active,
    title = "Active Adaptation, Not Static Defense: Temporal Dynamics of Preventative Steering in Adversarial Fine-Tuning",
    author = "Guan, Jing  and
      Yang, Yachao  and
      Liu, Zhaoliang  and
      Zhang, Yuyao  and
      Meng, Fanyu  and
      Feng, Junlan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1991/",
    pages = "42426--42440",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{afli-frank-2026-benchmark,
    title = "The Benchmark Is Not the Construct: Toward Distribution-Based Evaluation in {NLP}",
    author = "Afli, Haithem  and
      Frank, Manuel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1992/",
    pages = "42441--42465",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-charts,
    title = "When Charts Deceive Web Agents: A Paired Benchmark for Misleading Visualization-Grounded Tasks",
    author = "Li, Yisheng  and
      Han, Dongming  and
      Pan, Hongkun  and
      Mao, Bingcheng  and
      Wang, Zijian  and
      Mao, Yunlong  and
      Tong, Wei  and
      Zhong, Sheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1993/",
    pages = "42466--42484",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shafiei-etal-2026-moral,
    title = "Moral Safety in {LLM}s: Exposing Performative Compliance with Puzzled Cues",
    author = "Shafiei, Mohammadamin  and
      Li, Shuyue Stella  and
      Tsvetkov, Yulia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1994/",
    pages = "42485--42516",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-reliability,
    title = "Reliability-Calibrated Guidance for Few-Step Categorical Flow-Map Text Generation",
    author = "Liu, Zihao  and
      Wu, Hongchen  and
      Fang, Xiaochang  and
      Li, Hongxuan  and
      Zhang, Huaxiang  and
      Sun, Jiande",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1995/",
    pages = "42517--42546",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{banerjee-etal-2026-apex-em,
    title = "{APEX}-{EM}: Non-Parametric Online Learning for Autonomous Agents via Structured Procedural-Episodic Experience Replay",
    author = "Banerjee, Pratyay  and
      Moshtaghi, Masud  and
      Chadha, Ankit",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1996/",
    pages = "42547--42568",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ma-etal-2026-disgar,
    title = "{D}is{GAR}: Machine Generated Text Detection via Disentangled Generative Artifact Representation",
    author = "Ma, Shuhua  and
      Li, Bohao  and
      Zhang, Lingcui  and
      He, Yanru  and
      Niu, Ben  and
      Li, Fenghua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1997/",
    pages = "42569--42583",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{han-etal-2026-guardrails,
    title = "Guardrails without Shackles: Mitigating Over-Defense in Inference-Time Detection of Fixed-Target Backdoors for {LLM}s",
    author = "Han, Bingxu  and
      Wang, Fang  and
      Zhang, Bo  and
      Xia, Xingyou  and
      Zhang, Jun  and
      Cao, Yunbo  and
      Luo, Zhunchen  and
      Bai, Xiaoying  and
      Geng, Guotong  and
      Wang, Mingqiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1998/",
    pages = "42584--42607",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{park-etal-2026-anchored,
    title = "Anchored by an Afterthought: Cross-Modal Numerical Anchoring in {VLM}s",
    author = "Park, Taehyeon  and
      Park, Jeonghun  and
      Yu, Youngjae",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.1999/",
    pages = "42608--42634",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-lora,
    title = "Not All {L}o{RA} Parameters Are Essential: Insights on Inference Necessity",
    author = "Chen, Guanhua  and
      Yao, Yutong  and
      Gao, Ci-Jun  and
      Chao, Lidia S.  and
      Huo, Yujia  and
      Wan, Feng  and
      Wong, Derek F.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2000/",
    pages = "42635--42648",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hu-etal-2026-beyond-known,
    title = "Beyond Known Event Types: Open-Domain Event Detection via Ontology-Guided Grounding{--}Discovery Resolution",
    author = "Hu, Yuhan  and
      Qi, Yupeng  and
      Luo, Yongxi  and
      Su, Chen  and
      Huang, Shan  and
      Lyu, Ziyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2001/",
    pages = "42649--42667",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{politov-etal-2026-energy,
    title = "Energy-Aware Benchmarking of Generative Information Extraction",
    author = {Politov, Andrei  and
      Vergunova, Iryna  and
      J{\"a}kel, Rene  and
      F{\"a}rber, Michael},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2002/",
    pages = "42668--42691",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-hyperbolicity,
    title = "A Hyperbolicity Atlas of Large Language Model Hidden States",
    author = "Yang, Zhichao  and
      Hu, Yuanze  and
      Li, Gen  and
      Yu, Qingchen  and
      Duan, Shiying  and
      Wang, Xinyu  and
      Qiu, Ye  and
      Liu, Zeming  and
      Chen, Guangxu  and
      Fan, Zhaoxin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2003/",
    pages = "42692--42701",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qian-etal-2026-leak,
    title = "Leak-Resistant Unlearning: A New Benchmark for Evaluating Multi-Hop Reasoning Consistency and Recovery Robustness",
    author = "Qian, Haoting  and
      Zhang, Qingjie  and
      Huang, Zhicong  and
      Hong, Cheng  and
      Qiu, Han",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2004/",
    pages = "42702--42720",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-metagen,
    title = "{M}eta{G}en: Self-Evolving Roles and Topologies for Multi-Agent {LLM} Reasoning",
    author = "Wang, Yimeng  and
      Zhao, Jiaxing  and
      Xie, Hongbin  and
      Ma, Hexing  and
      Lei, Yuzhen  and
      Liu, Shuangxue  and
      Song, Xuan  and
      Zhang, Zichen  and
      Zhang, Haoran",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2005/",
    pages = "42721--42734",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sevestre-etal-2026-stratified,
    title = "Stratified Topographic Similarity",
    author = "Sevestre, Jean-Baptiste  and
      Geist, Matthieu  and
      Dupoux, Emmanuel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2006/",
    pages = "42735--42744",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jagadeeshan-etal-2026-padamitra,
    title = "Padamitra: Grounded Glossary Generation for Classical {S}anskrit",
    author = "Jagadeeshan, Manoj Balaji  and
      Marala, Sai Pragnaan  and
      Goyal, Pawan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2007/",
    pages = "42745--42755",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{banerjee-chadha-2026-routed,
    title = "Routed Graph Handoff: Adaptive Format Selection for Multi-Agent {LLM} Delegation",
    author = "Banerjee, Pratyay  and
      Chadha, Ankit",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2008/",
    pages = "42756--42765",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-hisvr,
    title = "{H}i{SVR}: Hierarchical Semantic Visual Reconstruction for Unified Multimodal Models",
    author = "Chen, Tailai  and
      Wang, Weining  and
      Liu, Yuchen  and
      Fu, Jun  and
      Jiang, Jie  and
      Cheng, Yiming  and
      Liu, Jing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2009/",
    pages = "42766--42779",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{park-etal-2026-star,
    title = "{STAR}: Detecting Inference-time Backdoors in {LLM} Reasoning via Prior-Posterior Amplification",
    author = "Park, Seong-Gyu  and
      Park, Sohee  and
      Lee, Jisu  and
      Na, Hyunsik  and
      Choi, Daeseon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2010/",
    pages = "42780--42797",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-sample,
    title = "Sample Learning State Guided Dynamic {SFT}{--}{RL} Integration Post-training",
    author = "Yang, Zheng  and
      Liu, Yilin  and
      Li, Zhuoran  and
      Gao, Wenhao  and
      Li, Bingwei  and
      Sun, Haozhe  and
      Yuan, Caixia  and
      Wan, Fan  and
      Chen, Wu  and
      Wang, Xiaojie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2011/",
    pages = "42798--42818",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yano-sasano-2026-framebench,
    title = "{F}rame{B}ench: A Language Understanding Benchmark Based on Frame Semantics",
    author = "Yano, Chihiro  and
      Sasano, Ryohei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2012/",
    pages = "42819--42833",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-case,
    title = "Case-based Statute Retrieval for Multi-turn Legal Consultation with Fact-level and Rationale-level Mixed Evidence Graphs",
    author = "Wu, Wanli  and
      He, Shizhu  and
      Hao, Yanchao  and
      Zhao, Jun  and
      Liu, Kang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2013/",
    pages = "42834--42847",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-meditor,
    title = "{MED}itor: A Plug-and-Play Medical Multi-Agent Routing Protocol",
    author = "Wang, Yunwei  and
      Zhang, Xianrui  and
      Ma, Qiankun  and
      Wang, Rongjie  and
      Song, Zhen  and
      Wang, Haofei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2014/",
    pages = "42848--42862",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{aharon-etal-2026-tacit,
    title = "Tacit Coordination of Large Language Models",
    author = "Aharon, Ido  and
      La Malfa, Emanuele  and
      Wooldridge, Michael J.  and
      Kraus, Sarit",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2015/",
    pages = "42863--42899",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kang-etal-2026-personalized,
    title = "Personalized News Headline Generation via Multi-Agent User Simulation",
    author = "Kang, Li  and
      Zhao, Yuhan  and
      Chen, Li",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2016/",
    pages = "42900--42921",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{b-etal-2026-dialpo,
    title = "{D}ial{PO}: Dialectical Prompt Optimisation",
    author = "B, Gokulakrishnan  and
      Neeluru, Vijay Kumar  and
      Puranik, Vinayak S",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2017/",
    pages = "42922--42938",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mehrafarin-etal-2026-chain,
    title = "When Chain-of-Thought Fails, the Solution Hides in the Hidden States",
    author = "Mehrafarin, Houman  and
      Parekh, Amit  and
      Konstas, Ioannis",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2018/",
    pages = "42939--42954",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{rooein-etal-2026-role,
    title = "The Role of Implicit and Explicit Demographic Signals in Large Language Model-based Student Assessment",
    author = "Rooein, Donya  and
      Benedetto, Luca  and
      Hovy, Dirk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2019/",
    pages = "42955--42979",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xiao-etal-2026-beyond,
    title = "Beyond Static {EHR}s: Dynamic Examination Feedback for {LLM}-based Virtual Patients",
    author = "Xiao, Renwei  and
      He, Wen  and
      Yu, Hongzhou  and
      Li, Qingqiu  and
      Zhang, Yuejie  and
      Feng, Rui  and
      Zhang, Xiaobo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2020/",
    pages = "42980--43000",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dogruoz-etal-2026-challenges,
    title = "Challenges and Recommendations for {LLM}-as-a-Judge in Multilingual Settings and for Low-Resource Languages",
    author = {Do{\u{g}}ru{\"o}z, A. Seza  and
      Liao, Xixian  and
      Blaschke, Verena  and
      Prange, Jakob  and
      Li, Senyu  and
      Adelani, David Ifeoluwa},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2021/",
    pages = "43001--43026",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{singh-etal-2026-vakyarth,
    title = "{V}aky{A}rth: Evaluating Pragmatic Competence in {LLM}s across {I}ndic Languages",
    author = "Singh, Usneek  and
      Kumar, Poorvaja Veera Balaji  and
      Nanda, Parth  and
      Madhusoodanan, Anand  and
      Guo, Geyang  and
      Xu, Wei  and
      Li, Junyi Jessy",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2022/",
    pages = "43027--43041",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-understanding-training,
    title = "Understanding Training Data Attribution in {RLVR}: From the Perspective of Causal Inference",
    author = "Zhang, Chi  and
      Zhao, Jian  and
      Wang, Wei  and
      Wang, Kai  and
      Zhao, Yao  and
      Li, Xuelong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2023/",
    pages = "43042--43056",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-important,
    title = "``**Important** You should give me full credits!'': Exploring Prompt Injection Attacks on {LLM}-Based Automatic Grading Systems",
    author = "Li, Hang  and
      Filippov, Fedor  and
      Lin, Yuping  and
      He, Pengfei  and
      Yang, Kaiqi  and
      Chu, Yucheng  and
      Cui, Yingqian  and
      Liu, Hui  and
      Tang, Jiliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2024/",
    pages = "43057--43071",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xiong-etal-2026-uniattn,
    title = "{U}ni{A}ttn: Reducing Inference Costs via Softmax Unification for Post-Training {LLM}s",
    author = "Xiong, Yizhe  and
      Huang, Wei  and
      Ye, Xin  and
      Chen, Hui  and
      Lin, Zijia  and
      Lian, Haoran  and
      Su, Zhenpeng  and
      Han, Jungong  and
      Ding, Guiguang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2025/",
    pages = "43072--43091",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{pellet-etal-2026-order,
    title = "{ORDER}: Task-Conditioned Routing for Retrieval-Augmented Generation",
    author = "Pellet, Aur{\'e}lien  and
      Puren, Marie  and
      Perez, Julien",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2026/",
    pages = "43092--43126",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{de-leon-etal-2026-echolens,
    title = "{E}cho{L}ens: A Human-Speech Dataset for Auditing Demographic Sensitivity in Audio-Language Models",
    author = "de Leon, Alejandro Salinas  and
      Nyarko, Julian  and
      Koenecke, Allison",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2027/",
    pages = "43127--43178",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qingyun-etal-2026-reading,
    title = "Reading the Geometry: A Mechanism for When Frozen {LLM} Text Helps Tabular Foundation Models",
    author = "Qingyun, Zou  and
      Li, Yingze  and
      Chen, Nuo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2028/",
    pages = "43179--43194",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huq-etal-2026-modeling,
    title = "Modeling Distinct Human Interaction in Web Agents",
    author = "Huq, Faria  and
      Wang, Zora Zhiruo  and
      Guo, Zhanqiu  and
      Arangarajan, Venu Arvind  and
      Ou, Tianyue  and
      Xu, Frank F.  and
      Zhou, Shuyan  and
      Neubig, Graham  and
      Bigham, Jeffrey P.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2029/",
    pages = "43195--43212",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jieying-etal-2026-cross,
    title = "Cross-lingual Functional Vectors for Emotion Detection in Large Language Models",
    author = "Jieying, Xue  and
      Nguyen, Phuong Minh  and
      Nguyen, Le-Minh  and
      Okada, Shogo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2030/",
    pages = "43213--43225",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-exploring,
    title = "Exploring Solution Divergence and Its Effect on Large Language Model Problem Solving",
    author = "Li, Hang  and
      Yang, Kaiqi  and
      Chu, Yucheng  and
      Liu, Hui  and
      Tang, Jiliang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2031/",
    pages = "43226--43244",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lyu-etal-2026-kode,
    title = "{KODE}: Mining Implicit Domain Knowledge from Historical Experience for Text-to-{SQL}",
    author = "Lyu, Qingshuo  and
      Yin, Jiangyi  and
      Li, Zhao  and
      Du, Meijie  and
      Jiang, Zhuojun  and
      Liu, Qingyun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2032/",
    pages = "43245--43266",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{witzl-etal-2026-phonologically,
    title = "Phonologically Informed Tokenization for {G}erman Speech Recognition: A Cross-Domain Study",
    author = "Witzl, Christopher  and
      Bocklet, Tobias  and
      Riedhammer, Korbinian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2033/",
    pages = "43267--43281",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lietzow-etal-2026-vision,
    title = "Vision-Default, Prior-Override: Causal Mechanisms of Perception-Knowledge Conflict in Vision-Language Models",
    author = "Lietzow, Niclas  and
      Bitterman, Danielle  and
      Eickhoff, Carsten  and
      Rudman, William  and
      Golovanevsky, Michal",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2034/",
    pages = "43282--43298",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{reda-etal-2026-yallamorph,
    title = "{Y}alla{M}orph: A Benchmark for Evaluating {A}rabic Morphological Generation in Large Language Models",
    author = "Reda, Mahmoud  and
      Khalifa, Salam  and
      Marzouk, Reham  and
      Habash, Nizar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2035/",
    pages = "43299--43315",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nam-etal-2026-pigeonholing,
    title = "Pigeonholing: how bad prompts hurt models, causing collapse and mistakes",
    author = "Nam, HyunJi  and
      Chidambaram, Keertana  and
      Demszky, Dorottya  and
      Jaques, Natasha",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2036/",
    pages = "43316--43352",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-shizhengpt,
    title = "{S}hizhen{GPT}: Towards Multimodal {LLM}s for Traditional {C}hinese Medicine",
    author = "Chen, Junying  and
      Cai, Zhenyang  and
      Liu, Zhiheng  and
      Yang, Yunjin  and
      Wang, Rongsheng  and
      Xiao, Qingying  and
      Feng, Xiangyi  and
      Su, Zhan  and
      Guo, Jing  and
      Wan, Xiang  and
      Yu, Guangjun  and
      Li, Haizhou  and
      Wang, Benyou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2037/",
    pages = "43353--43375",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-relevance,
    title = "Relevance Supervision Can Teach Neural Retrievers to Prefer {LLM}-Generated Text",
    author = "Huang, Wei  and
      Bi, Keping  and
      Cai, Yinqiong  and
      Chen, Wei  and
      Guo, Jiafeng  and
      Cheng, Xueqi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2038/",
    pages = "43376--43406",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shi-etal-2026-iterative,
    title = "Iterative Natural Logic Verification for Multi-hop Question Answering",
    author = "Shi, Jihao  and
      Yang, Liang  and
      Lin, Hongfei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2039/",
    pages = "43407--43419",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{aidakhmetov-etal-2026-steering,
    title = "Steering Vectors are an Adversarial Attack Surface",
    author = "Aidakhmetov, Abzal  and
      Crisostomi, Donato  and
      Mencattini, Tommaso  and
      Minut, Adrian Robert  and
      Masi, Iacopo  and
      Rodol{\`a}, Emanuele",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2040/",
    pages = "43420--43439",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ning-etal-2026-hta,
    title = "{HTA}: Temporal Reasoning Transformer with Temporal Context Encoding for Temporal Knowledge Graph Forecasting",
    author = "Ning, Yingsong  and
      Zhang, Fu  and
      Cheng, Jingwei  and
      Peng, Jiashun  and
      Wang, Xiaoke",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2041/",
    pages = "43440--43453",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{elhady-etal-2026-cross,
    title = "Cross-lingual Self-Consistency for Multilingual Reasoning with Language Models",
    author = "Elhady, Ahmed  and
      Agirre, Eneko  and
      Artetxe, Mikel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2042/",
    pages = "43454--43466",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bozdogan-etal-2026-many,
    title = "How Many Instances Are Enough? Minimum Subsample Size Prediction for Stereotype Evaluation",
    author = "Bozdogan, Bora  and
      Vosoughi, Soroush  and
      Ma, Weicheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2043/",
    pages = "43467--43484",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-unsupervised,
    title = "Unsupervised Post-Training of Foundation Models: A Survey",
    author = "Xu, Yijie  and
      Cai, Qianyi  and
      Yao, Huizai  and
      Wang, Yili  and
      Wang, Tianfu  and
      Yang, Cehao  and
      Yao, Xingbo  and
      Guo, Zhiyu  and
      Liu, Aiwei  and
      Hu, Xuming  and
      Guo, Weiyu  and
      Xiong, Hui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2044/",
    pages = "43485--43504",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-tokens,
    title = "From Tokens to Regions: {CUDA}-Sensitive Instruction Tuning for {GPU} Kernel Generation",
    author = "Chen, Wentao  and
      Zhu, Jiace  and
      Zeng, Qu  and
      Xiao, Qiaoling  and
      Duan, Liucheng  and
      Zou, An",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2045/",
    pages = "43505--43519",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{he-etal-2026-much,
    title = "How Much Parallelism Is ``Free''? A Principle of Near-Free Parallelism for Parallel Decoding",
    author = "He, Minghua  and
      Zhang, Lingzhe  and
      Liu, Yuan  and
      Xiao, Zhou  and
      Liu, Aiwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2046/",
    pages = "43520--43578",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xie-etal-2026-eva,
    title = "{E}v{A}: An Evidence-First Audio Understanding Paradigm for {LALM}s",
    author = "Xie, Xinyuan  and
      Chen, Shunian  and
      Liu, Zhiheng  and
      Zhang, Yuhao  and
      Lv, Zhiqiang  and
      Liang, Liyin  and
      Wang, Benyou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2047/",
    pages = "43579--43598",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{alam-etal-2026-critic,
    title = "Critic-{R}: Improving Agentic Search using Instruction-tuned Retrievers with Natural Language Introspective Feedback",
    author = "Alam, Md Zarif Ul  and
      Salemi, Alireza  and
      Zamani, Hamed",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2048/",
    pages = "43599--43612",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{skurla-etal-2026-interpretable,
    title = "Interpretable Predictability-Based {AI} Text Detection: A Replication Study",
    author = "Skurla, Adam  and
      Macko, Dominik  and
      Simko, Jakub",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2049/",
    pages = "43613--43633",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-notes,
    title = "Notes to Self: Can {LLM}s Benefit from Experiential Abstractions?",
    author = "Liu, Chang  and
      Li, Xinyu  and
      Dubrawski, Artur",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2050/",
    pages = "43634--43645",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-act,
    title = "Act More, Decide Less: Skill-Guided Adaptive Action Chunking for Long-Horizon {LLM} Agents",
    author = "Yang, Yanting  and
      Jin, Can  and
      Zhao, Jinman  and
      Wu, Jiahao  and
      Zhou, Yang  and
      Wang, Zhepeng  and
      Wang, Zhendong  and
      Zhou, Mu  and
      Metaxas, Dimitris N.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2051/",
    pages = "43646--43667",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dahiya-blondin-2026-copying,
    title = "Copying Before Suppression: What Drives a Below-Chance Dip During Language Model Training?",
    author = "Dahiya, Tejas  and
      Blondin, Cole",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2052/",
    pages = "43668--43717",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cho-etal-2026-k,
    title = "K-{F}in{H}allu: A Hallucination Detection Benchmark for Multi-Turn {RAG} in {K}orean Finance",
    author = "Cho, Eunbyeol  and
      Lee, Yunseung  and
      Kim, Mirae  and
      Yang, Jeewon  and
      Kwak, Youngjun  and
      Choi, Edward",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2053/",
    pages = "43718--43744",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kundu-etal-2026-forge,
    title = "{FORGE}: Forensic Reasoning with Grounded Evidence",
    author = "Kundu, Rohit  and
      Jia, Shan  and
      Mohanty, Vishal  and
      Balachandran, Athula  and
      Roy-Chowdhury, Amit",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2054/",
    pages = "43745--43767",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-etal-2026-bias-aware,
    title = "Bias-Aware Orchestration: Role-Specialized Multi-Agent Collaboration of Heterogeneous {LLM}s",
    author = "Zhao, Yuanpei  and
      Zhang, Haowei  and
      Qiao, Ziyue  and
      Lv, Jiancheng  and
      li, Mao  and
      Ju, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2055/",
    pages = "43768--43782",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kulik-etal-2026-precision,
    title = "Precision over Scale: A {P}olish{--}{S}ilesian Benchmark and a Translation System Outperforming Open-Source and Commercial Models",
    author = "Kulik, Grzegorz  and
      Pokrywka, Miko{\l}aj  and
      Jatowt, Adam  and
      Kusa, Wojciech",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2056/",
    pages = "43783--43792",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wilinski-farber-2026-sciembed,
    title = "{S}ci{E}mbed: Citation-Context Supervision for Scientific Document Embeddings",
    author = {Wilinski, Jonas  and
      F{\"a}rber, Michael},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2057/",
    pages = "43793--43819",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mahmud-etal-2026-llms,
    title = "Can {LLM}s Design Computational Machines? Pushdown Automaton Synthesis as a Test of Structured Computational Reasoning",
    author = "Mahmud, Syed Mumtahin  and
      Lina, Nazira Jesmin  and
      Ridoy, Shahriyar Zaman  and
      Hasan, S. M. Muhtasimul  and
      Khan, Md Mosaddek",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2058/",
    pages = "43820--43845",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-lower,
    title = "When Lower Privileges Suffice: Investigating Over-Privileged Tool Selection in {LLM} Agents",
    author = "Yang, Kaiyue  and
      Bu, Yuyan  and
      Yi, Jingwei  and
      Wang, Yuchi  and
      Zhou, Biyu  and
      Dai, Juntao  and
      Hu, Songlin  and
      Yang, Yaodong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2059/",
    pages = "43846--43867",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{park-etal-2026-benchmark,
    title = "A Benchmark for the Generation and Evaluation of Scientific Architecture Diagrams in {HTML}/{SVG}",
    author = "Park, Kyeongman  and
      Lee, Kang-il  and
      Han, Janghoon  and
      Hwang, Yerin  and
      Kang, Taegwan  and
      Lee, Minwoo  and
      Lee, Changho  and
      Jung, Kyomin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2060/",
    pages = "43868--43887",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{afendulev-etal-2026-attention,
    title = "What Attention Recalls and Recurrence Controls in Hybrid Language Models",
    author = "Afendulev, Kirill  and
      Dontsov, Alexey  and
      Tutubalina, Elena  and
      Korznikov, Anton",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2061/",
    pages = "43888--43900",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{olak-etal-2026-brain,
    title = "Brain Translation: Multitask Sequence-to-Sequence Modeling for Intracortical Attempted Speech Decoding",
    author = "Olak, Micha{\l}  and
      Boccato, Tommaso  and
      Ferrante, Matteo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2062/",
    pages = "43901--43916",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sumit-etal-2026-noise,
    title = "Below the Noise Floor: Bimodal Seed Collapse and Distinct Failure Modes in Small-Model Knowledge Distillation",
    author = "Sumit, Dipto  and
      Haque, Sakib Ul  and
      Sadeque, Farig",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2063/",
    pages = "43917--43928",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{evseev-etal-2026-wrdo,
    title = "{WRDO}: Weighted Refusal Direction Optimization in Aligned Language Models",
    author = "Evseev, Grigoriy  and
      Solodkin, Vladimir  and
      Bylinkin, Dmitry  and
      Medyakov, Daniil  and
      Aletov, Vladimir  and
      Beznosikov, Aleksandr",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2064/",
    pages = "43929--43944",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{rao-etal-2026-utp,
    title = "{UTP}-Bench: Uncertainty-aware Travel Planning Benchmark",
    author = "Rao, Etcharla Revanth  and
      Karmakar, Priyanshu  and
      Mallick, Shubhojit  and
      Gupta, Manish  and
      Ghosh, Shreya  and
      Jana, Abhik",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2065/",
    pages = "43945--43978",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yan-etal-2026-riskguard,
    title = "{R}isk{G}uard: Hypergraph-Based Pre-Execution Risk Control for Long-Horizon Tool Use",
    author = "Yan, Yandong  and
      Cai, Zesen  and
      Shi, Daming  and
      He, Yifei  and
      Dai, Ruiting  and
      Huang, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2066/",
    pages = "43979--43997",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-simdiff,
    title = "{S}im{D}iff-{DNS}: Simplex Diffusion with Dynamic Noise Scheduling for Temporal Knowledge Graph Reasoning",
    author = "Wang, Xiaoke  and
      Yang, Hechun  and
      Zhang, Fu  and
      Chi, Yiwen  and
      Li, Kai  and
      Chen, Hongzhi  and
      Ning, Yingsong  and
      Peng, Jiashun  and
      Cheng, Jingwei  and
      Gu, Shuangshuang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2067/",
    pages = "43998--44017",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-acttraitbench,
    title = "{A}ct{T}rait{B}ench: Quantifying the Knowledge-Decision Gap in Large Language Models via Human-Grounded Behavioral Validation",
    author = "Yang, Yutong  and
      Miao, Chenxi  and
      Li, Weikang  and
      Wu, Yunfang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2068/",
    pages = "44018--44030",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xie-etal-2026-agentictagger,
    title = "{A}gentic{T}agger: Generating Structured Item Representation for Recommendation with {LLM} Agents",
    author = "Xie, Zhouhang  and
      Peng, Bo  and
      He, Zhankui  and
      Chen, Ziqi  and
      Han, Yizhao  and
      Ye, Isabella  and
      Coleman, Benjamin  and
      Sachdeva, Noveen  and
      Pereira, Fernando  and
      McAuley, Julian  and
      Kang, Wang-Cheng  and
      Cheng, Derek Zhiyuan  and
      Wang, Beidou  and
      Brown, Randolph G.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2069/",
    pages = "44031--44051",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hoang-ha-etal-2026-web,
    title = "Web Search Is Not Enough: {LLM}s Fail to Account for Paper Retraction Status",
    author = "Hoang Ha, Huy  and
      Favre, Benoit  and
      Labbe, Cyril  and
      Portet, Fran{\c{c}}ois",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2070/",
    pages = "44052--44077",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-towards,
    title = "Towards Understanding What State Space Models Learn About Code",
    author = "Wu, Jiali  and
      Verma, Shweta  and
      Anand, Abhinav  and
      Mezini, Mira",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2071/",
    pages = "44078--44101",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jiangeng-etal-2026-systematic,
    title = "A Systematic Survey of Large Language Model Routing",
    author = "Jiangeng, Chang  and
      Wu, Xingyu  and
      Tan, KC  and
      Feng, Mengling",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2072/",
    pages = "44102--44134",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-agsynth,
    title = "{A}g{S}ynth: A Multi-Agent Reverse Synthesis Framework for Multimodal Mathematical Reasoning Data Generation",
    author = "Wang, Yaxuan  and
      Zeng, Lingfeng  and
      Hu, Jiatu  and
      Lin, Guojie  and
      Yang, Boyu  and
      Zhao, Bing  and
      Qu, Lin  and
      Wei, hu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2073/",
    pages = "44135--44148",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{attanasio-etal-2026-lusopol,
    title = "Lusopol: How do {LLM}s Handle Politically Charged Questions? The Use Case of {P}ortugal",
    author = "Attanasio, Giuseppe  and
      Vieira, In{\^e}s  and
      Calvo, In{\^e}s  and
      Canaverde, Beatriz  and
      Peters, Ben  and
      Menis Mastromichalakis, Orfeas  and
      Faria, Miguel  and
      Furtado, James  and
      Paulo, Iago  and
      Semedo, David  and
      Magalhaes, Joao  and
      Martins, Andre",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2074/",
    pages = "44149--44167",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lou-etal-2026-unifineval,
    title = "{U}ni{F}in{E}val: Towards Unified Evaluation of Financial Multimodal Models across Text, Images and Videos",
    author = "Lou, Fangqi  and
      Yang, Zhi  and
      Zeng, Lingfeng  and
      Jin, Zhiheng  and
      Qi, Qi  and
      Zhang, Wei  and
      Wu, Zhenyu  and
      Yu, Zhenxiong  and
      Zhang, Lejie  and
      Huang, Xiaoming  and
      Liang, Xiaolong  and
      Wei, Zheng  and
      Zou, Junbo  and
      Cheng, Dongpo  and
      Liu, Zhaowei  and
      Guo, Xin  and
      Zhang, Rongjunchen  and
      Zhang, Liwen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2075/",
    pages = "44168--44206",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kohita-yoshioka-2026-memes,
    title = "Memes-as-Replies: Can Models Select Humorous Manga Panel Responses?",
    author = "Kohita, Ryosuke  and
      Yoshioka, Seiichiro",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2076/",
    pages = "44207--44222",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{karmakar-etal-2026-trippulse,
    title = "{TRIPPULSE}: Multi-Agent Travel Planning with Review-Grounded Reasoning",
    author = "Karmakar, Priyanshu  and
      Sai, Borru Vijay  and
      Mallick, Shubhojit  and
      Jana, Abhik  and
      Ghosh, Shreya  and
      Gupta, Manish",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2077/",
    pages = "44223--44253",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jacob-etal-2026-disagreement,
    title = "When Disagreement Meets Noise: Noise Robust Annotator Embeddings for Subjective {NLP}",
    author = "Jacob, Kevin  and
      Ghazvinian, Parsa  and
      Jinadu, Uthman  and
      Yang, Nicole Tianjiao  and
      Ding, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2078/",
    pages = "44254--44271",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-etal-2026-cpsd,
    title = "{CPSD}: Counterfactual Patches Self-Distillation in {RLVR}",
    author = "Zhou, Yixiao  and
      Cheng, Dongzhou  and
      Fan, Hehe  and
      Cheng, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2079/",
    pages = "44272--44288",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{purason-etal-2026-smugri,
    title = "{SMUGRI}-{COPA}: Evaluating Commonsense Reasoning for Low-Resource Finnic Languages",
    author = "Purason, Taido  and
      Tomingas, Marili  and
      Vaab, Janek  and
      Fishel, Mark",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2080/",
    pages = "44289--44303",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-sinoglyphbench,
    title = "{S}ino{G}lyph{B}ench: A Diagnostic Benchmark for {C}hinese Glyph-Level Obfuscation in Language-Model Moderation",
    author = "Wang, Yifan  and
      Wang, Zimu  and
      Qin, Suliu  and
      Zeng, Changyu  and
      Chen, Tong  and
      Chen, Siqi  and
      Lin, Yijie  and
      Jiang, Lingyu  and
      Su, Jionglong  and
      Pan, Yushan  and
      Zhang, Haiyang  and
      Wang, Wei  and
      Tan, Qiaoyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2081/",
    pages = "44304--44327",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-etal-2026-memesovertime,
    title = "{M}emes{O}ver{T}ime: A Decade-Scale Study of Meme Dynamics",
    author = "Zhou, Shijia  and
      Frassinelli, Diego  and
      Plank, Barbara",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2082/",
    pages = "44328--44343",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shirasaka-etal-2026-contextual,
    title = "Contextual Observer Grounding: Evaluating Situated Spatial Reasoning in Vision-Language Models",
    author = "Shirasaka, Mimo  and
      Zhang, Haochen  and
      Bisk, Yonatan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2083/",
    pages = "44344--44357",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mahajan-etal-2026-tevi,
    title = "{TEVI}: Text-Conditioned Editing of Visual Representations via Sparse Autoencoders for Improved Vision-Language Alignment",
    author = "Mahajan, Sweta  and
      Rao, Sukrut  and
      Xie, Jiahao  and
      Koller, Alexander  and
      Schiele, Bernt",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2084/",
    pages = "44358--44382",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nasim-etal-2026-llms,
    title = "Do {LLM}s Use Cultural Knowledge Without Being Told? A Multilingual Evaluation of Implicit Pragmatic Adaptation",
    author = {Nasim, Mehwish  and
      Selvaganapathy, Sanjeevan  and
      Sabhahit, Neel Ganapathi  and
      Griesbach, Marie  and
      Bhandari, Pranav  and
      Stockdiek, Janina L{\"u}tke  and
      Sch{\"a}permeier, Lennart  and
      Naseem, Usman  and
      Grimme, Christian},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2085/",
    pages = "44383--44402",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jin-etal-2026-entropy,
    title = "Entropy Is Not Enough: Unlocking Effective Reinforcement Learning for Visual Reasoning via Vision-Anchored Token Selection",
    author = "Jin, Senjie  and
      Wang, Peixin  and
      Liu, Boyang  and
      Fan, Xiaoran  and
      Li, Shuo  and
      Xi, Zhiheng  and
      Zhang, Jiazheng  and
      Zhou, Yuhao  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2086/",
    pages = "44403--44426",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-riemannian,
    title = "{R}iemannian Large Language Modeling",
    author = "XU, Shu  and
      Liu, Jiahong  and
      Zhuang, Wenhao  and
      li, Jiabao  and
      Wang, Yefan  and
      Sun, Ming  and
      Yang, Menglin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2087/",
    pages = "44427--44440",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ramesh-etal-2026-privacy,
    title = "The Privacy-Hallucination Tradeoff in Differentially Private Language Models",
    author = "Ramesh, Krithika  and
      Pillutla, Krishna  and
      Pruthi, Danish  and
      Field, Anjalie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2088/",
    pages = "44441--44489",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{romanski-picek-2026-beyond,
    title = "Beyond Fooling: Model Manipulation Under Explanation-aware Training",
    author = "Romanski, Tabio  and
      Picek, Stjepan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2089/",
    pages = "44490--44509",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-intervention,
    title = "Intervention-Certified Amplification: A Validity Gate for $\sigma$-Weighted Post-Training",
    author = "Chen, Leiyue  and
      Wei, Meng  and
      Hu, Xuefeng  and
      Liu, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2090/",
    pages = "44510--44522",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{suslik-etal-2026-dont,
    title = "Don{'}t Forget Your Embeddings: Robust Knowledge Erasure via Precise Editing of Embeddings",
    author = "Suslik, Clara Haya  and
      Shafran, Or David  and
      Geva, Mor",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2091/",
    pages = "44523--44554",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hu-etal-2026-understanding,
    title = "Understanding Why Language Models Hallucinate: Testing Reasoning Against Priors",
    author = "Hu, Yangfan  and
      Tong, Xuhan  and
      Bai, Haoyue  and
      Ding, Xi  and
      Bharadwaj, Shashank Muralidhar  and
      Cao, Siyang  and
      Nowak, Robert D  and
      Zhang, Jiawei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2092/",
    pages = "44555--44581",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-judging,
    title = "Judging with Confidence: Calibrating Autoraters to Preference Distributions",
    author = "Li, Zhuohang  and
      Li, Xiaowei  and
      Huang, Chengyu  and
      Li, Guowang  and
      Goshvadi, Katayoon  and
      Dai, Bo  and
      Schuurmans, Dale  and
      Zhou, Xin  and
      Palangi, Hamid  and
      Song, Yiwen  and
      Goyal, Palash  and
      Kantarcioglu, Murat  and
      Malin, Bradley A.  and
      Xue, Yuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2093/",
    pages = "44582--44610",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yuan-etal-2026-asclepius,
    title = "Asclepius: An Adaptive Harness for Long-Horizon Clinical Agents",
    author = "Yuan, Grace Chang  and
      Zhang, Xiaoman  and
      Kim, Sung Eun  and
      Luo, Luyang  and
      Rajpurkar, Pranav",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2094/",
    pages = "44611--44629",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhai-etal-2026-asymmetric,
    title = "Asymmetric Multimodal Learning with Residual Decomposition for Multimodal Intent Recognition",
    author = "Zhai, Yuxuan  and
      Li, Zongwei  and
      Liu, Longfei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2095/",
    pages = "44630--44642",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hu-etal-2026-reinforcement,
    title = "Reinforcement Learning Elicits Contextual Learning of Unseen Language Translation",
    author = "Hu, Hanxu  and
      Snajdr, Zdenek  and
      Chen, Pinzhen  and
      Vamvas, Jannis  and
      Sennrich, Rico",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2096/",
    pages = "44643--44657",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ramos-etal-2026-recipe,
    title = "A Recipe for Long-Context Reasoning in Large Language Models via On-Policy Optimization and Distillation",
    author = "Ramos, Miguel Moura  and
      Alves, Duarte Miguel  and
      Martins, Andre",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2097/",
    pages = "44658--44676",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yin-etal-2026-judge,
    title = "The Judge Can Debias Itself: Awareness and Self-Debiasing for Reliable {LLM}-as-a-Judge",
    author = "Yin, Youbing  and
      Wu, Jingyu  and
      Kumar, Anoop  and
      Novotney, Scott  and
      Liu, Daben  and
      Babinsky, Erin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2098/",
    pages = "44677--44687",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kordjamshidi-etal-2026-perceplog,
    title = "{P}ercep{L}og-0: {LLM}-Augmented Backward Chaining for Legal Reasoning",
    author = "Kordjamshidi, Parisa  and
      Bulusu, Sai Amrit  and
      Seshadri, Madhavan  and
      Aslan, Samer  and
      Barrett, Leslie  and
      Santus, Enrico",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2099/",
    pages = "44688--44706",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cao-etal-2026-beyond,
    title = "Beyond Retrieval: Learning Compact User Representations for Scalable {LLM} Personalization",
    author = "Cao, Heng  and
      Zhang, Fan  and
      Yao, Jian  and
      Zheng, Yujie  and
      Zhao, Changlin  and
      Hao, Lu  and
      Wei, Yuxuan  and
      Ni, Wangze  and
      Fu, Huaiyu  and
      Sun, Yuqian  and
      Mo, Xuyan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2100/",
    pages = "44707--44726",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-dsl,
    title = "{DSL}-{LL}a{DA}: Scaling Continuous Denoising to 8{B} Masked Diffusion {LM}s",
    author = "Yu, Longxuan  and
      Wu, Yunshu  and
      Fu, Yu  and
      Xiong, Siheng  and
      Brekelmans, Rob  and
      Liu, Hui  and
      Dong, Yue  and
      Ver Steeg, Greg",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2101/",
    pages = "44727--44752",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lepori-etal-2026-algorithmic,
    title = "An Algorithmic Account of Few-Shot Concept Induction in Language Models",
    author = "Lepori, Michael A.  and
      Johnston, Laila  and
      Sathe, Aalok  and
      Yang, Zhuonan  and
      Feiman, Roman  and
      Pavlick, Ellie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2102/",
    pages = "44753--44773",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ramesh-etal-2026-localizing,
    title = "Localizing Prompt Ambiguity in Large Language Models with Probe-Targeted Attribution",
    author = "Ramesh, Govind  and
      Dou, Yao  and
      Xu, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2103/",
    pages = "44774--44795",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{waizman-etal-2026-erase,
    title = "{ERASE}: Precise Machine Unlearning via Geometry-Aware Gradient Shaping and Adaptive Loss Control",
    author = "Waizman, Itzik  and
      Katz, Shahar  and
      Wolf, Lior",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2104/",
    pages = "44796--44824",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zeinali-fu-2026-distribution,
    title = "From Distribution to Decision: A Diagnostic for Composable {PTQ} Primitives",
    author = "Zeinali, Dorsa  and
      Fu, Yun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2105/",
    pages = "44825--44854",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{livyatan-etal-2026-moralink,
    title = "{M}ora{L}ink: Bridging Morals and Narrative Fables for Retrieval",
    author = "Livyatan, Lior  and
      Hashiloni, Kai Golan  and
      Amar, Asif  and
      Rahamim, Roei  and
      Bar, Kfir",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2106/",
    pages = "44855--44885",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fernandes-etal-2026-inference,
    title = "Inference-Time Scaling in Diffusion Models: A Beam Search Approach to Visual Sequences Generation",
    author = "Fernandes, Guilherme  and
      Ramos, Vasco  and
      Cohen, Regev  and
      Szpektor, Idan  and
      Magalhaes, Joao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2107/",
    pages = "44886--44909",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{park-etal-2026-pragrest,
    title = "{P}rag{R}e{ST}: Self-Reinforcing Counterfactual Reasoning for Pragmatic Language Understanding",
    author = "Park, Jihyung  and
      Huang, Minchao  and
      Leqi, Liu  and
      Stengel-Eskin, Elias",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2108/",
    pages = "44910--44932",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mansouri-etal-2026-verisim,
    title = "{V}eri{S}im: A Configurable Framework for Stress-Testing Medical {AI} Under Patient Communication Noise",
    author = "Mansouri, Sina  and
      Marvania, Mohit  and
      Shihorkar, Vibhavari  and
      Tran, Han Ngoc  and
      Shafiei, Kazhal  and
      Fazli, Mehrdad  and
      Li, Yikuan  and
      Zhu, Ziwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2109/",
    pages = "44933--44958",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{elbadry-etal-2026-right,
    title = "Right Frame, Wrong Rule: Cultural Cues Expose the Financial Knowledge Gap They Were Meant to Close",
    author = "Elbadry, Rania  and
      Heakl, Ahmed  and
      Almheiri, Saeed  and
      Zhang, Fan  and
      AlMahri, Muhra  and
      Peng, Xueqing  and
      Kabir, Mohsinul  and
      Wang, Shuyao  and
      Han, Yi  and
      Eletter, Saadeldine  and
      Zhang, Duzhen  and
      Nakov, Preslav  and
      Wang, Yuxia  and
      Koto, Fajri  and
      Xie, Zhuohan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2110/",
    pages = "44959--44986",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cai-etal-2026-areas,
    title = "{AREA}s-Lab: An Interactive Environment for {AI}-driven Requirement Elicitation for {AI} Systems",
    author = "Cai, Pengshan  and
      Zhang, Zihao  and
      Jin, Ting  and
      Zhu, Chenyang  and
      Chawla, Kushal  and
      Cho, Sangwoo  and
      Novotney, Scott  and
      Hu, Yebowen  and
      Liu, Fei  and
      Zhang, Shi-Xiong  and
      Sahu, Sambit",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2111/",
    pages = "44987--45031",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zouak-etal-2026-counterexample,
    title = "Counterexample Generation via Per-Theorem Symbolic Verifiers: When Imitation Hurts and Reinforcement Repairs",
    author = "Zouak, Omar Farouk  and
      Boukhalfa, Houssam Eddine  and
      Soumaya, Lakehal  and
      Katiyar, Shiv  and
      Nefti-Meziani, Prof Samia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2112/",
    pages = "45032--45047",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-erga,
    title = "{ERGA}: An Explorer{--}Refiner Game with Backdoor-Adjusted Verdict Aggregation for {LLM}-based Claim Verification",
    author = "Yu, Wanlong  and
      Liu, Feng  and
      Tian, Zhiliang  and
      Huang, Zhen  and
      Wang, Yonghui  and
      Huang, Jingyuan  and
      Li, Dongsheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2113/",
    pages = "45048--45066",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{patel-etal-2026-identifying,
    title = "Identifying Crucial Attention Heads for Multilingual Language Models: Retrieval and Retrieval-Transition Heads",
    author = "Patel, Shaswat P  and
      Trivedi, Vishvesh  and
      Han, Yue  and
      Hong, Yihuai  and
      Choi, Eunsol",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2114/",
    pages = "45067--45091",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sonkin-etal-2026-separating,
    title = "Separating Syntax from Language: A Mechanistic Account of Translation in Multilingual {LLM}s",
    author = "Sonkin, Mikhail  and
      Baeumel, Tanja  and
      Gurgurov, Daniil  and
      Van Genabith, Josef  and
      Ostermann, Simon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2115/",
    pages = "45092--45112",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{su-zhang-2026-structural,
    title = "Structural Collapse of Safety-Critical Weight Protection Scorers Under Group-Wise Post-Training Quantization",
    author = "Su, Jianchang  and
      Zhang, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2116/",
    pages = "45113--45134",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{saha-etal-2026-multi,
    title = "A Multi-Agent Approach for Claim Verification from Tabular Data Documents",
    author = "Saha, Rudra Ranajee  and
      Lakshmanan, Laks V. S.  and
      Ng, Raymond T.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2117/",
    pages = "45135--45154",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{saikia-etal-2026-morphological,
    title = "Morphological Analysis and Disambiguation of Agglutinative {A}ssamese through Rule-Based Synthesis and Neural Candidate Ranking",
    author = "Saikia, Pragyanur  and
      Sharma, Utpal  and
      Karmakar, Arindam",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2118/",
    pages = "45155--45167",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chu-etal-2026-chatbots,
    title = "When Chatbots Accommodate: Auditing the Response Policies of {AI} Companions in Vulnerable Conversations",
    author = "Chu, Minh Duc  and
      Wu, Yifan  and
      Chen, Zhiyi  and
      Hwang, Angel Hsing-Chi  and
      Luceri, Luca",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2119/",
    pages = "45168--45194",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zeng-etal-2026-balanced,
    title = "Balanced Aggregation: Understanding and Fixing Aggregation Bias in {GRPO}",
    author = "Zeng, Zhiyuan  and
      Huang, Jiameng  and
      Yin, Zhangyue  and
      Li, Bingrui  and
      Liu, Jiashuo  and
      Wu, Yuhao  and
      Zheng, Yining  and
      Zhang, Ge  and
      Huang, Wenhao  and
      Qiu, Xipeng  and
      Li, Ziniu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2120/",
    pages = "45195--45207",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lyu-etal-2026-paceshop,
    title = "{PACES}hop: Evaluating Personalized, Actionable, Compositional, and Evidence-grounded Shopping Assistants",
    author = "Lyu, Weimin  and
      Luo, Chen  and
      Li, Guangrui  and
      Xie, Yaochen  and
      Ramasubbu, Dhineshkumar  and
      Koesdwiady, Arief  and
      Long, Wanqiu  and
      Gu, Hansu  and
      Chen, Yutong  and
      Wang, Zheshen  and
      Wang, Dakuo  and
      Liu, Yi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2121/",
    pages = "45208--45249",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{munir-etal-2026-tris,
    title = "{TRIS}: A Tri-Layer Retrieval Integrity Sieve Against Knowledge Poisoning",
    author = "Munir, Muhaimin Bin  and
      Ononto, Akib Jawad  and
      Joynab, Nazia Shehnaz  and
      Thuraisingham, Bhavani  and
      Khan, Latifur",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2122/",
    pages = "45250--45264",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-ppe,
    title = "{PPE}-Bench: A Benchmark for Evaluating {MLLM} Unlearning under Private-Public Entanglement",
    author = "Zhang, Xianren  and
      Zhang, Delvin Ce  and
      Lee, Dongwon  and
      Wang, Suhang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2123/",
    pages = "45265--45278",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mishra-etal-2026-tracer,
    title = "{TRACER}: Trace-Regularized Training Against Indirect Prompt Injection",
    author = "Mishra, Kshitij  and
      Lahlou, Salem  and
      Lukas, Nils",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2124/",
    pages = "45279--45296",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{rheinboldt-etal-2026-treeflash,
    title = "{T}ree{F}lash: Parallel {AR}-Approximation for Faster Speculative Decoding",
    author = "Rheinboldt, Peer  and
      Berdoz, Fr{\'e}d{\'e}ric  and
      Wattenhofer, Roger",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2125/",
    pages = "45297--45310",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sanli-etal-2026-physvidbench,
    title = "{P}hys{V}id{B}ench: Language-Grounded Evaluation of Physical Commonsense in Text-to-Video Models",
    author = "Sanli, Enes  and
      Tezcan, Baris Sarper  and
      Erdem, Erkut  and
      Erdem, Aykut",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2126/",
    pages = "45311--45359",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gill-etal-2026-hard,
    title = "The Hard Part Comes After Search: Benchmarking Web Agents on Synthesizing, Organizing, and Displaying Knowledge",
    author = "Gill, Alexander  and
      Ishmam, Md Farhan  and
      Nguyen, Xuyen  and
      Bhat, Neha  and
      DeYoung, Parker Henry  and
      Hashemi Chaleshtori, Fateme  and
      Stringham, Nathan  and
      Marino, Kenneth  and
      Marasovic, Ana",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2127/",
    pages = "45360--45400",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-accurate,
    title = "Accurate but Not Humble: Evaluating Epistemic Humility in {LLM} Agents under Knowledge Conflict",
    author = "Sun, Kaiser  and
      Jim{\'e}nez Guti{\'e}rrez, Bernal  and
      Liu, Hongjun  and
      Zhang, Jingyu  and
      Gao, Jie  and
      Dredze, Mark  and
      Khashabi, Daniel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2128/",
    pages = "45401--45420",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sayeedi-etal-2026-many,
    title = "Many Dialects, Many Languages, One Cultural Lens: Evaluating Multilingual {VLM}s for {B}engali Culture Understanding Across Historically Linked Languages and Regional Dialects",
    author = "Sayeedi, Nurul Labib  and
      Sayeedi, Md. Faiyaz Abdullah  and
      Roy Dipta, Shubhashis  and
      E Sobhani, Mahbub  and
      Tabassum, Rubaya  and
      Hridoy, Ariful Ekraj  and
      Mahmood, Mehraj  and
      Hasan, Md. Tarek  and
      Shatabda, Swakkhar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2129/",
    pages = "45421--45454",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{edri-laufer-goldshtein-2026-listening,
    title = "Listening to the Slides: Multimodal {LLM} Speech Inpainting with Acoustic-Aware-Loss",
    author = "Edri, Yanir  and
      Laufer-Goldshtein, Bracha",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2130/",
    pages = "45455--45473",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{meng-etal-2026-autodata,
    title = "{A}uto{D}ata: Agentic Search for Pre-training Data Selection",
    author = "Meng, Yan  and
      Srikanth, Dhruv  and
      Zhao, Bingchen  and
      Jiang, Zhengyao  and
      Wu, Yuxiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2131/",
    pages = "45474--45491",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kabra-etal-2026-prune,
    title = "When Can You Prune Your Network? A Study of Intermediate Neurons in Multilingual Speech Parsing",
    author = "Kabra, Minnie  and
      Lecouteux, Benjamin  and
      Coavoux, Maximin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2132/",
    pages = "45492--45506",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mullappilly-etal-2026-medix,
    title = "{M}edi{X}-{R}1: Open Ended Medical Reinforcement Learning",
    author = "Mullappilly, Sahal Shaji  and
      Kurpath, Mohammed Irfan  and
      Kaithakkodan, Jaseel Muhammad  and
      Mohamed, Omair  and
      Zidan, Mohamed  and
      Khan, Fahad Shahbaz  and
      Khan, Salman  and
      Anwer, Rao Muhammad  and
      Cholakkal, Hisham",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2133/",
    pages = "45507--45529",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wessel-etal-2026-definitional,
    title = "Definitional Sensitivity in Media Bias Detection: A Multi-Definition Dataset and Benchmark",
    author = {Wessel, Martin Paul  and
      Spinde, Timo  and
      Pfeffer, J{\"u}rgen  and
      Demartini, Gianluca},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2134/",
    pages = "45530--45547",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{pattnayak-etal-2026-indicsafe,
    title = "{I}ndic{S}afe: A Benchmark for Evaluating Multilingual {LLM} Safety in {S}outh {A}sia",
    author = "Pattnayak, Priyaranjan  and
      Panwar, Garima  and
      Chowdhuri, Sanchari",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2135/",
    pages = "45548--45568",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{teja-etal-2026-grace,
    title = "{GRACE}-{SVD}: Guided Rank Allocation and Core Equalization {SVD}",
    author = "Teja, Andra Siva Sai  and
      Sahu, Pragya Paramita  and
      Dave, Vibhor  and
      Mahadevan, Joshua  and
      Mahato, Ankit  and
      Konar, Debanjan  and
      Mupparthi, Vikram",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2136/",
    pages = "45569--45587",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{taylor-etal-2026-taoanalysisbench,
    title = "{T}ao{A}nalysis{B}ench: Do Automated Theorem Prover {LLM}s Generalize Beyond {M}ath{L}ib?",
    author = "Taylor, Alexander K  and
      Zhang, Junyi  and
      Ji, Ethan  and
      Sahai, Vigyan  and
      Deng, Haikang  and
      Chen, Yuanzhou  and
      Yuan, Yifan  and
      Wu, Di  and
      Gu, Jia-Chen  and
      Chang, Kai-Wei  and
      Peng, Nanyun  and
      Sahai, Amit  and
      Wang, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2137/",
    pages = "45588--45606",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ferstler-etal-2026-ai,
    title = "{AI} translation of literary texts is `fine', but readers still prefer human translations",
    author = {Ferstler, Yves  and
      Podoxin, Adam  and
      Brassington, Ty  and
      Laperri{\`e}re, Ga{\"e}lle  and
      Grundkiewicz, Roman  and
      Meurs, Marie-Jean  and
      Taboada, Maite  and
      Karpinska, Marzena},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2138/",
    pages = "45607--45659",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jain-etal-2026-xlgobench,
    title = "{XLG}o{B}ench: Detecting cross-lingual skill gaps with algorithmic tasks",
    author = "Jain, Purvam  and
      Piratla, Vihari  and
      Jyothi, Preethi  and
      Raju, Suvrat",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2139/",
    pages = "45660--45710",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sivakumaran-etal-2026-balancing,
    title = "Balancing Faithfulness and Performance in Reasoning via Multi-Listener Soft Execution",
    author = "Sivakumaran, Nithin  and
      Yu, Shoubin  and
      Lee, Hyunji  and
      Zhang, Yue  and
      Payani, Ali  and
      Bansal, Mohit  and
      Stengel-Eskin, Elias",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2140/",
    pages = "45711--45730",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{dai-etal-2026-interviewbench,
    title = "{I}nterview{B}ench: Benchmarking Large Language Models as Interviewers",
    author = "Dai, Shangzhe  and
      Duan, Feiyu  and
      Wei, Zhongyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2141/",
    pages = "45731--45787",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{deng-etal-2026-detecting,
    title = "Detecting Post-generation Edits to Watermarked {LLM} Outputs via Error-Correcting Codes",
    author = "Deng, Zewei  and
      Siddeek, Muhammad  and
      Xie, Liyan  and
      Mohamed, Mohamed  and
      Wang, Mengdi  and
      Poor, H. Vincent  and
      Goldsmith, Andrea",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2142/",
    pages = "45788--45796",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shabgahi-etal-2026-moes,
    title = "{M}o{E}s Are Stronger than You Think: Hyper-Parallel Inference Scaling with {R}o{E}s",
    author = "Shabgahi, Soheil Zibakhsh  and
      Samragh, Mohammad  and
      Nishu, Kumari  and
      Hannah, Lauren  and
      Kundu, Arnav  and
      Cho, Minsik",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2143/",
    pages = "45797--45814",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{karmim-etal-2026-multi,
    title = "Multi-Hop Knowledge Composition is Bound by Pretraining Exposure",
    author = "Karmim, Yannis  and
      Mart{\'i}, Luis  and
      Seddah, Djam{\'e}  and
      Barriere, Valentin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2144/",
    pages = "45815--45825",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ghosh-etal-2026-finrt,
    title = "{F}in{RT}: Distilling Adaptive Red-Teaming Strategies into Reusable Adversarial Generators in Consumer Finance",
    author = "Ghosh, Rikhiya  and
      Kumar, Himanshu  and
      Venkatapathy, Sriram  and
      Wadhwa, Sahil  and
      Day, Alexandre G.R.  and
      Mohanty, Pranab",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2145/",
    pages = "45826--45856",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{adams-etal-2026-han2han,
    title = "{H}an2{H}an: Efficient Language-Specific Character Representation through Script-Aware Pre-Training for Historical Text Analysis",
    author = "Adams, Cellik  and
      Jo, EunKyoung  and
      Kim, Juae",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2146/",
    pages = "45857--45876",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-history,
    title = "A History-Aware Visually Grounded Critic for Computer Use Agents",
    author = "Lee, Jaewoo  and
      Khan, Zaid  and
      Prasad, Archiki  and
      Chen, Justin  and
      Chakraborty, Supriyo  and
      Balasubramaniam, Kartik  and
      Sahu, Sambit  and
      Stengel-Eskin, Elias  and
      Lee, Hyunji  and
      Bansal, Mohit",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2147/",
    pages = "45877--45908",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-health,
    title = "Health-{SCORE}: Improving Open-Ended Health {LLM}s Using Scalable Rubric-Based Rewards",
    author = "Yang, Zhichao  and
      Janghorbani, Sepehr  and
      Zhang, Dongxu  and
      Han, Jun  and
      Qian, Qian  and
      II, Andrew Ressler  and
      Lyng, Gregory D  and
      Batra, Sanjit Singh  and
      Tillman, Robert E.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2148/",
    pages = "45909--45930",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bhatia-etal-2026-really,
    title = "What Really Controls Temporal Reasoning in Large Language Models: Tokenisation or Representation of Time?",
    author = "Bhatia, Gagan  and
      Isa, Ahmad Muhammad  and
      Peyrard, Maxime  and
      Zhao, Wei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2149/",
    pages = "45931--45949",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-oasis,
    title = "{OASIS}: Online Anchor-calibrated Self-Improvement System",
    author = {Wang, Wenyi  and
      Laakom, Firas  and
      Nanbo, Li  and
      Dai, Yanning  and
      Wang, Yuhui  and
      Xu, Yifan  and
      Khizbullin, Dmitrii  and
      Pi{\k{e}}kos, Piotr  and
      Zhang, Yilan  and
      Chen, Yimeng  and
      Amayuelas, Alfonso  and
      Zhuge, Mingchen  and
      Schmidhuber, J{\"u}rgen},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2150/",
    pages = "45950--45963",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{inoue-etal-2026-language,
    title = "Language Modeling Across Script Variants: The Case of {J}apanese",
    author = "Inoue, Go  and
      Habash, Nizar  and
      Baldwin, Timothy",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2151/",
    pages = "45964--45980",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-amaris,
    title = "{AMARIS}: A Memory-Augmented Rubric Improvement System for Rubric-Based Reinforcement Learning",
    author = "Wu, Peilin  and
      Zhang, Xinlu  and
      Wan, Kun  and
      Zhao, Wentian  and
      Wu, Gang  and
      Du, Xinya  and
      Chen, Zhiyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2152/",
    pages = "45981--46052",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gourabathina-etal-2026-sense,
    title = "Sense and Sensitivity: Benchmarking {LLM} Clinical Triage Recommendations with Physician Experts",
    author = "Gourabathina, Abinitha  and
      Zhang, Haoran  and
      Hao, Yuexing  and
      Gerych, Walter  and
      Ghassemi, Marzyeh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2153/",
    pages = "46053--46082",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chu-etal-2026-behavior,
    title = "Behavior Carries Over: An {AI} Sandbagging Detection Method Inspired by Honest Inertia",
    author = "Chu, Junjie  and
      Li, Mingjie  and
      Chen, Zeyuan  and
      Leng, Ye  and
      Wang, Yisen  and
      Backes, Michael  and
      Zhang, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2154/",
    pages = "46083--46099",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mosolova-seddah-2026-trivia,
    title = "When Trivia Is Not Trivial: Everyday Knowledge Failures in Multilingual {LLM}s",
    author = "Mosolova, Anna  and
      Seddah, Djam{\'e}",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2155/",
    pages = "46100--46128",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{baroud-etal-2026-dp,
    title = "{DP}-{IPI}: A Hybrid Differential Privacy Text Rewriting Mechanism for Indirect Personal Identifiers in Clinical Texts",
    author = {Baroud, Ibrahim  and
      Meisenbacher, Stephen  and
      M{\"o}ller, Sebastian  and
      Matthes, Florian  and
      Roller, Roland},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2156/",
    pages = "46129--46143",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cosma-etal-2026-training,
    title = "Training with Subword Variants Delays Overfitting in Repeated-Data Language Modeling",
    author = "Cosma, Adrian  and
      Ruseti, Stefan  and
      Radoi, Emilian  and
      Dascalu, Mihai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2157/",
    pages = "46144--46158",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jedidi-etal-2026-dont,
    title = "Don{'}t ``Overthink'' Pointwise Reranking: Is Reasoning Truly Necessary?",
    author = "Jedidi, Nour  and
      Chuang, Yung-Sung  and
      Glass, James R.  and
      Lin, Jimmy",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2158/",
    pages = "46159--46172",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{vendeville-etal-2026-beyond,
    title = "Beyond Lexical and Syntactic: Better Text Simplicity Analysis Informed by Psycholinguistic Research",
    author = "Vendeville, Benjamin  and
      Ermakova, Liana  and
      De Loor, Pierre",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2159/",
    pages = "46173--46191",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gomes-etal-2026-beitscore,
    title = "{BE}i{TS}core++: Reference-free Image Captioning Evaluation with {BE}i{T}-3 and Conformalized Quantile Regression",
    author = "Gomes, Goncalo Emanuel Cavaco  and
      Martins, Bruno  and
      Zerva, Chrysoula",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2160/",
    pages = "46192--46226",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-rfcllm,
    title = "{RFCLLM}: Evaluating {LLM}s' Reasoning Ability of Network Protocol State Machines",
    author = "Chen, Anqi  and
      Goldwasser, Dan  and
      Nita-Rotaru, Cristina",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2161/",
    pages = "46227--46246",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{probine-etal-2026-characterizing,
    title = "Characterizing Opinion Evolution of Networked {LLM}s",
    author = "Probine, Caleb  and
      Bayiz, Yigit Ege  and
      Fotiadis, Filippos  and
      Li, Samuel  and
      Yang, Yunhao  and
      Topcu, Ufuk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2162/",
    pages = "46247--46271",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{rosen-culotta-2026-arraignment,
    title = "From Arraignment to Resolution: Transformer Models of Court Cases",
    author = "Rosen, Kory  and
      Culotta, Aron",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2163/",
    pages = "46272--46291",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{halil-etal-2026-gnosis,
    title = "Gnosis Deepsearch: Structured Search Space Navigation for Complex {QA}",
    author = "Halil, Umut  and
      Zhang, Le  and
      Huang, Jin  and
      Zhang, Yuwei  and
      Hou, Xinyu  and
      Melo, Andre  and
      Piramanayagam, Shriram  and
      Fejza, Amela  and
      Lai, Ruofei  and
      Ren, Yang  and
      Vougiouklis, Pavlos  and
      Pan, Jeff Z.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2164/",
    pages = "46292--46315",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{taslimipoor-etal-2026-mind,
    title = "Mind the Phrase: Annotation and Identification of Multiword Expressions in Grammatical Error Correction",
    author = "Taslimipoor, Shiva  and
      Bryant, Christopher  and
      Yuan, Zheng  and
      Nicholls, Diane  and
      Caines, Andrew  and
      Buttery, Paula",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2165/",
    pages = "46316--46329",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{rani-etal-2026-culturescore,
    title = "{C}ulture{S}core: Evaluating Cultural Faithfulness in Video Generation Models",
    author = "Rani, Anku  and
      Dai, Wei  and
      Nayak, Shravan  and
      Maes, Patricia  and
      Kalayeh, Mahdi M.  and
      Liang, Paul Pu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2166/",
    pages = "46330--46363",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ostmeier-etal-2026-gradient,
    title = "Gradient-Stable Attention Heads Signal {LLM} Correctness",
    author = "Ostmeier, Sophie  and
      Axelrod, Brian  and
      Varma, Maya  and
      Aali, Asad  and
      Zhang, Yabin  and
      Paschali, Magdalini  and
      Koyejo, Sanmi  and
      Langlotz, Curtis  and
      Chaudhari, Akshay S",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2167/",
    pages = "46364--46380",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-ui,
    title = "{UI}-Oceanus: Scaling {GUI} Agents with Synthetic Environmental Dynamics",
    author = "Wu, Mengzhou  and
      Guo, Yuzhe  and
      Cao, Yuan  and
      Lu, Haochuan  and
      Dfshenzhu  and
      Qu, Pingzhe  and
      Chen, Xin  and
      Kangqin  and
      Wang, Zhongpu  and
      Zhang, Xiaode  and
      Wang, Xinyi  and
      Dai, Wei  and
      Cao, Gang  and
      Deng, Yuetang  and
      Zhi, Gong  and
      Ran, Dezhi  and
      Li, Linyi  and
      Yang, Wei  and
      Xie, Tao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2168/",
    pages = "46381--46399",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{abaskohi-etal-2026-mcompassrag,
    title = "{MC}ompass{RAG}: Topic Metadata as a Semantic Compass for Paragraph-Level Retrieval",
    author = "Abaskohi, Amirhossein  and
      Li, Raymond  and
      Cimino, Gaetano  and
      West, Peter  and
      Carenini, Giuseppe  and
      Laradji, Issam H.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2169/",
    pages = "46400--46422",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{rajpal-etal-2026-spatial,
    title = "Spatial Reasoning via Modality Switching Between Language and Symbolic Representations",
    author = "Rajpal, Shreya  and
      Premsri, Tanawan  and
      Kordjamshidi, Parisa",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2170/",
    pages = "46423--46458",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-humans,
    title = "Humans' {ALMANAC}: A Human Collaboration Dataset of Action-Level Mental Model {AN}notations for Agent Collaboration",
    author = "Chen, Jiaju  and
      Lu, Yuxuan  and
      Su, Jiayi  and
      Chen, Chaoran  and
      Xiao, Songlin  and
      Zhang, Zheng  and
      Wang, Yun  and
      Li, Yunyao  and
      Zhao, Jian  and
      Wu, Tongshuang  and
      Li, Toby Jia-Jun  and
      Wang, Dakuo  and
      Yao, Bingsheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2171/",
    pages = "46459--46481",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{valenzuela-etal-2026-holmes,
    title = "Holmes-Graph: A Framework for Probing the Linguistic Competence of Graph-Based Text Embeddings",
    author = "Valenzuela, Andric Valdez  and
      Baez Santamaria, Selene  and
      Gomez Adorno, Helena",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2172/",
    pages = "46482--46493",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kulkarni-etal-2026-debug,
    title = "Debug or Regenerate? Test-Guided Selection for {LLM} Code Repair",
    author = "Kulkarni, Atharv  and
      Prasad, Archiki  and
      Srikumar, Vivek  and
      Stengel-Eskin, Elias  and
      Lee, Hyunji  and
      Bansal, Mohit",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2173/",
    pages = "46494--46508",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mote-busso-2026-embrace,
    title = "{EMBRACE}: Emotion-Based Representation Across Cultures {\&} Expressions",
    author = "Mote, Pravin  and
      Busso, Carlos",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2174/",
    pages = "46509--46520",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{abaskohi-etal-2026-sproutrag,
    title = "{S}prout{RAG}: Attention-Guided Tree Search with Progressive Embeddings for Long-Document {RAG}",
    author = "Abaskohi, Amirhossein  and
      Laradji, Issam H.  and
      West, Peter  and
      Carenini, Giuseppe",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2175/",
    pages = "46521--46535",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{karypis-etal-2026-calibration,
    title = "How Calibration Content Shapes Attention-Based Reranking",
    author = "Karypis, Petros  and
      Rajaby Faghihi, Hossein  and
      Chen, Peter  and
      Zhu, Rui  and
      Sachdeva, Noveen  and
      Zhu, Yan  and
      McAuley, Julian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2176/",
    pages = "46536--46551",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-llms,
    title = "Do {LLM}s Choose Like Humans? Using Cognitive Theory to Evaluate {LLM} Decision-Making",
    author = "Sun, Johnathan  and
      Shleifer, Andrei  and
      Belinkov, Yonatan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2177/",
    pages = "46552--46569",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{he-etal-2026-latent,
    title = "Latent Visual Sensitive Fingerprinting for Black-Box Vision{--}Language Model Tamper Detection",
    author = "He, Chaoxiang  and
      Chai, Jichen  and
      Hu, Hanqing  and
      Wang, Yi  and
      Wang, Shuo  and
      Hu, Hongsheng  and
      Zhu, Bin Benjamin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2178/",
    pages = "46570--46589",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{patel-etal-2026-dataset,
    title = "A Dataset for Modeling Iterative Problem-Solving",
    author = "Patel, Fagun  and
      Truong, Sang T.  and
      Nguyen, Duc Quang  and
      Fukuhara, Kazunori  and
      Haber, Nick  and
      Domingue, Ben  and
      Koyejo, Sanmi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2179/",
    pages = "46590--46620",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{abaskohi-etal-2026-revision,
    title = "{R}e{V}ision: Scaling Computer-Use Agents via Temporal Visual Redundancy Reduction",
    author = "Abaskohi, Amirhossein  and
      He, Yuhang  and
      West, Peter  and
      Carenini, Giuseppe  and
      Chawla, Pranit  and
      Vineet, Vibhav",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2180/",
    pages = "46621--46646",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lv-etal-2026-personaforge,
    title = "{P}ersona{F}orge: Realistic Multi-Turn User Simulation for Agentic Systems",
    author = "Lv, Hanglong  and
      Zhu, Dawei  and
      Li, Lei  and
      Ye, Bowen  and
      Liu, Huaqiu  and
      Song, Yifan  and
      Gao, Bofei  and
      Xiong, Weimin  and
      Dong, Jinhao  and
      He, Chenhong  and
      Kong, Lingpeng  and
      Liu, Qi  and
      Yang, Tong  and
      Luo, Fuli",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2181/",
    pages = "46647--46670",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bogavelli-etal-2026-eva,
    title = "{EVA}-Bench: A New End-to-end Framework for Evaluating Voice Agents",
    author = "Bogavelli, Tara  and
      Melancon, Gabrielle Gauthier  and
      Stankiewicz, Katrina  and
      Bamgbose, Oluwanifemi  and
      Riols, Fanny  and
      Nguyen, Hoang H  and
      Mehndiratta, Raghav  and
      Brin, Lindsay Devon  and
      Subramani, Hari  and
      Marinier, Joseph  and
      Nemala, Sridhar Krishna  and
      Madamala, Anil  and
      Sunkara, Srinivas",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2182/",
    pages = "46671--46748",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lin-etal-2026-prompt-optimization,
    title = "Prompt Optimization with Human Feedback",
    author = "Lin, Xiaoqiang  and
      Verma, Arun  and
      Dai, Zhongxiang  and
      Ng, See-Kiong  and
      Jaillet, Patrick  and
      Low, Bryan Kian Hsiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2183/",
    pages = "46749--46767",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-reinforced,
    title = "Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent",
    author = "Huang, Ziyang  and
      Yuan, Xiaowei  and
      Ju, Yiming  and
      Cai, Haoran  and
      Zhao, Jun  and
      Liu, Kang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2184/",
    pages = "46768--46785",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-carob,
    title = "{CAROB}: A Benchmark for Cross-Artifact and Authority-aware Reasoning over Organizational Bundles",
    author = "Kim, Eunbin  and
      Namgoong, Hyuk  and
      Go, Wooyoung  and
      Ryu, Seungjin  and
      Jung, Sangkeun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2185/",
    pages = "46786--46804",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{choi-etal-2026-backdoored,
    title = "Do Backdoored {LLM}s Share Internal Trigger Representations? Evidence from Frozen {SAE} Feature Banks",
    author = "Choi, Minjeong  and
      Ahn, Jaesin  and
      Jung, Heechul",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2186/",
    pages = "46805--46825",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-conditioning,
    title = "Conditioning Activation Interventions on Evolving Reasoning States in Large Language Models",
    author = "Kim, Tae-Won  and
      Kim, Hee-Dong  and
      Han, Jumin  and
      Lee, Seong-Whan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2187/",
    pages = "46826--46846",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{geng-etal-2026-markovian,
    title = "{M}arkovian Generation Chains in Large Language Models",
    author = "Geng, Mingmeng  and
      Mohamed, Amr  and
      Shang, Guokan  and
      Vazirgiannis, Michalis  and
      Poibeau, Thierry",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2188/",
    pages = "46847--46865",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-safe,
    title = "Not Safe for All: Auditing the Dialect Penalty in Text-to-Image Safety Pipelines",
    author = "Kim, Minkyu  and
      Choi, Juhwan  and
      Kim, YoungBin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2189/",
    pages = "46866--46888",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gokul-etal-2026-tex,
    title = "{TEX}: Test-Time Scaling Testing Agents via Execution-based Cross-Validation",
    author = "Gokul, Akash  and
      Bansal, Srijan  and
      Zhou, Yingbo  and
      Yavuz, Semih",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2190/",
    pages = "46889--46894",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{choi-etal-2026-entropy,
    title = "Entropy Meets Importance: A Unified Head Importance{--}Entropy Score for Stable and Efficient Transformer Pruning",
    author = "Choi, Minsik  and
      Son, Hyegang  and
      Kim, Changhoon  and
      Kim, Young Geun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2191/",
    pages = "46895--46935",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kashyap-etal-2026-require,
    title = "Do We Require Large Language Models To Be {HHH} Aligned For Reasoning, Safety, Value, and Pluralistic?",
    author = "Kashyap, Gautam Siddharth  and
      Dras, Mark  and
      Naseem, Usman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2192/",
    pages = "46936--46950",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{rudra-etal-2026-c,
    title = "{C}-{QUERI}: Congressional Questions, Exchanges, and Responses in Institutions Dataset",
    author = "Rudra, Manjari  and
      Magleby, Daniel  and
      Sikdar, Sujoy",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2193/",
    pages = "46951--46972",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{koudounas-etal-2026-benchmarking,
    title = "Benchmarking Speech-to-Speech Translation Models",
    author = "Koudounas, Alkis  and
      Futami, Hayato  and
      Jodelet, Quentin  and
      Take, Osamu  and
      Watanabe, Shinji  and
      Tsunoo, Emiru",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2194/",
    pages = "46973--47008",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gao-etal-2026-visualthink,
    title = "{V}isual{T}hink-{VLA}: Visual Intermediate Reasoning for Effective and Low-Latency Vision-Language-Action Policies",
    author = "Gao, Mingjian  and
      Zhang, Wenqiao  and
      Yuan, Yuqian  and
      Dai, Yang  and
      Yu, Binhe  and
      Lv, Zheqi  and
      Zheng, Haoyu  and
      Zhu, Jiaqi  and
      Ge, Zhiqi  and
      Wan, Zixuan  and
      Tang, Siliang  and
      Zhuang, Yueting",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2195/",
    pages = "47009--47027",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-mrmad,
    title = "{MRMAD}: A Multi-Round Multi-Audio Benchmark for Evaluating Acoustic Degradation Perception in Large Audio-Language Models",
    author = "Li, Yize  and
      Yang, Ningyuan  and
      Yin, Sile  and
      Thogarrati, Sindhuja  and
      Chang, Sung-En  and
      Singer, Andrew C.  and
      Lin, Xue  and
      Huang, Chuan-Che  and
      Zhang, Shuo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2196/",
    pages = "47028--47054",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ishikawa-etal-2026-3d,
    title = "3{D} Visual Prompting: Empowering 3{D}-Aware Visual Generation via In-Context Self-Refinement",
    author = "Ishikawa, Reina  and
      Sato, Fumiaki  and
      Hachiuma, Ryo  and
      Sekii, Taiki  and
      Saito, Hideo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2197/",
    pages = "47055--47075",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-control,
    title = "Control-Data Flow Separation: Stable Prompt Optimization in Multi-Agent {LLM}s",
    author = "Zhang, Wentao  and
      Murtaza, Syed Shariyar  and
      Bhatti, Junaid Ahmad  and
      Soni, Utkarsh  and
      Nie, Yifan  and
      Wen, Eugene  and
      Deng, Yuntian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2198/",
    pages = "47076--47098",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-omni,
    title = "Can Omni-models Imagine the Future? A Diagnostic Benchmark for Multimodal World Modeling",
    author = "Kim, Junyeob  and
      Kim, Jihwan  and
      Jhang, Minha  and
      Jeon, Sungwook  and
      Jo, Hwiyeol  and
      Kim, Jeonghoon  and
      Lee, Sang-goo  and
      Lee, Joosung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2199/",
    pages = "47099--47115",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-toward-autonomous,
    title = "Toward Autonomous Long-Horizon Engineering for {ML} Research",
    author = "Chen, Guoxin  and
      Chen, Jie  and
      Chen, Lei  and
      Jiale, Zhao  and
      Meng, Fanzhe  and
      Zhao, Xin  and
      Song, Ruihua  and
      Chen, Cheng  and
      Wen, Ji-Rong  and
      Jia, Kai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2200/",
    pages = "47116--47131",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-opera,
    title = "{OPERA}-{M}o{E}: Output-aware Routing Perturbation Alignment via Observable Discrepancy for {M}o{E} Quantization",
    author = "Lee, Geonho  and
      Park, Hancheol  and
      Kim, Tae-Ho  and
      Choi, Jungwook",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2201/",
    pages = "47132--47148",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-autolexsteer,
    title = "{A}uto{L}ex{S}teer: Automatic Contrast Construction for Lexical Activation Steering",
    author = "Wang, Shuhe  and
      Cowley, Lachlan  and
      Hovy, Eduard  and
      Lau, Jey Han",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2202/",
    pages = "47149--47174",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-knowledge,
    title = "Knowledge Acquisition During Pre-training? Large Language Models Learn Better With Auxiliary Views",
    author = "Lee, Joseph  and
      Huang, Yidi  and
      Kim, Dokyoon  and
      Yang, Shu  and
      Shen, Li",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2203/",
    pages = "47175--47197",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ailneni-harabagiu-2026-discovery,
    title = "Discovery, Articulation and Analysis of Communication Framings",
    author = "Ailneni, Rakshitha Rao  and
      Harabagiu, Sanda M.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2204/",
    pages = "47198--47242",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nguyen-etal-2026-openseal,
    title = "{O}pen{S}eal: Good, Fast, and Cheap Construction of an Open-Source {S}outheast {A}sian {LLM} via Parallel Data",
    author = "Nguyen, Tan Sang  and
      Qorib, Muhammad Reza  and
      Ng, Hwee Tou",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2205/",
    pages = "47243--47257",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-depth,
    title = "Depth as Verifiable Geometric Feedback: Enhancing Spatial Reasoning in Multimodal Large Language Models",
    author = "Zhang, Yepeng  and
      Xu, Ruohang  and
      Yue, Zihao  and
      Xu, Boshen  and
      Jin, Qin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2206/",
    pages = "47258--47274",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-interplay,
    title = "The Interplay of Harness Design and Post-training in {LLM} Agents",
    author = "Kim, Kyungmin  and
      Choi, Youngbin  and
      Lee, Seoyeon  and
      Jun, Suhyeon  and
      Kim, Dongwoo  and
      Park, Sangdon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2207/",
    pages = "47275--47299",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qin-feng-2026-proactive,
    title = "Proactive Safety Alignment: Enabling Proactive Initiative in Multi-Turn Defence",
    author = "Qin, Mengyuan  and
      Feng, Yue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2208/",
    pages = "47300--47311",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-metaclass,
    title = "{M}eta{CLASS}: Metacognitive Coaching for Learning with Adaptive Self-regulation Support",
    author = "Liu, Naiming  and
      Baraniuk, Richard  and
      Sonkar, Shashank",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2209/",
    pages = "47312--47340",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-emr,
    title = "{EMR}-{AGENT}: An {LLM} Agent Framework for Cohort and Feature Extraction from Heterogeneous {EHR} Databases",
    author = "Lee, Kwanhyung  and
      Hong, Sungsoo  and
      Park, Joonhyung  and
      Lim, Jeonghyeop  and
      Choi, Juhwan  and
      Yoon, Donghwee  and
      Yang, Eunho",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2210/",
    pages = "47341--47373",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hwang-etal-2026-revisiting,
    title = "Revisiting Complete Reasoning Traces for Post-Training",
    author = "Hwang, Jaehui  and
      Yun, Sangdoo  and
      Heo, Byeongho  and
      Han, Dongyoon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2211/",
    pages = "47374--47392",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-auditing,
    title = "Auditing Speaker-Level Metadata Utility in Text-Residual Prosody Prediction",
    author = "Kim, Gaeun  and
      Park, Jihyun  and
      Jang, Sohee  and
      Chang, Joon-Hyuk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2212/",
    pages = "47393--47412",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhan-etal-2026-understanding,
    title = "Understanding and Enhancing Backdoor Persistency in {LLM} Agent Post-Training",
    author = "Zhan, Qiusi  and
      Lyu, Nian  and
      Ding, Stephanie  and
      Mehta, Arnav  and
      Davies, Xander  and
      Kang, Daniel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2213/",
    pages = "47413--47430",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{makinae-etal-2026-inside,
    title = "Inside Sentence Embeddings: Leveraging Token Representations for Machine Translation Evaluation and Word Alignment",
    author = "Makinae, Mana  and
      Goto, Takumi  and
      Sakai, Yusuke  and
      Kamigaito, Hidetaka  and
      Watanabe, Taro",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2214/",
    pages = "47431--47438",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-spoken,
    title = "Do Spoken Language Models Hear Speech as They Read Text? Bridging Structural Gaps Between Speech and Text",
    author = "Kim, Hyeonyu  and
      Kim, Hwayeon  and
      Choi, Youngwon  and
      Cho, Myeongkyun  and
      Nguyen, Huu-Kim",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2215/",
    pages = "47439--47454",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jiang-etal-2026-dynamic-hub,
    title = "Dynamic Hub-and-Spoke Memory for Streaming Video Understanding",
    author = "Jiang, Xinru  and
      Zhao, Lin  and
      Xiao, Xi  and
      Zhang, Yunbei  and
      Wang, Janet  and
      Ma, Chenrui  and
      Li, Haolin  and
      Wang, Yanzhi  and
      Gong, Yifan  and
      Camps, Octavia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2216/",
    pages = "47455--47475",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sharma-etal-2026-dtrnet,
    title = "{DTRN}et: Dynamic Token Routing Network to Reduce Quadratic Costs in Transformers",
    author = "Sharma, Aman  and
      Najafi, Saeed  and
      Farinneya, Parsa  and
      Jamialahmadi, Benyamin  and
      Tahaei, Marzieh S.  and
      Fan, Yuhe  and
      Rezagholizadeh, Mehdi  and
      Chen, Boxing  and
      Jafari, Aref",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2217/",
    pages = "47476--47489",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kolukuluru-etal-2026-worth,
    title = "Not Worth Another Token: Marginal Value Estimation for Efficient Deep Research Agents",
    author = "Kolukuluru, Harshitha  and
      Ashok, Reshma  and
      Arora, Kirat  and
      Ciccarelli, Evan William  and
      Ashok Kumar, Nischal  and
      Nie, Lunyiu  and
      Dernoncourt, Franck  and
      Basu, Samyadeep  and
      Rossi, Ryan A.  and
      Lipka, Nedim",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2218/",
    pages = "47490--47516",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ma-etal-2026-token,
    title = "Token-Disentangled Latent Test-Time Scaling for Vision-Language Reasoning",
    author = "Ma, Hao-Xuan  and
      Liu, Yihao  and
      Sun, Yutao  and
      Miao, Yanting  and
      Zhou, Mengyu  and
      Xiao, YiCheng  and
      Chen, Long  and
      Li, Zhenguo  and
      Ye, Han-Jia  and
      Jiang, Xiaoxi  and
      Jiang, Guanjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2219/",
    pages = "47517--47533",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-modality,
    title = "Modality Disentangled Learning for Incomplete Multimodal Emotion Recognition: A Primitive Memory Distillation Perspective",
    author = {Zhang, Jiaqi  and
      Pang, Zheng  and
      Li, Mengting  and
      Wang, Yiqi  and
      Dong, Guangyuan  and
      Xue, Chao  and
      Wu, Yusen  and
      Li, Zihao  and
      Phan, Huy  and
      Zhao, Sicheng  and
      Schuller, Bj{\"o}rn  and
      Luo, Jiachen},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2220/",
    pages = "47534--47552",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-self-evolving,
    title = "Self-Evolving World Models for {LLM} Agent Planning",
    author = "Zhang, Xuan  and
      Zhang, Wenxuan  and
      Ng, See-Kiong  and
      Deng, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2221/",
    pages = "47553--47577",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{banerjee-etal-2026-bottleneck,
    title = "The Bottleneck Is Retrieval, Not Reading: Diagnosing Evidence-Based Generation with {RAG} for Long Context Question Answering",
    author = "Banerjee, Debopriyo  and
      Aijaz, Owais  and
      Tabassum, Ahmer  and
      Xie, Zhuohan  and
      Nakov, Preslav  and
      Stoyanov, Veselin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2222/",
    pages = "47578--47613",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{khan-abbott-2026-stress,
    title = "{STRESS}-{FG}: Diagnosing Visual Grounding in Zero-Shot Fine-Grained Recognition",
    author = "Khan, Ishtiaque Ahmed  and
      Abbott, A. Lynn",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2223/",
    pages = "47614--47640",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-change,
    title = "When to Change the Canvas? Safe Adaptive Variable-Length Decoding for Diffusion Language Models",
    author = "Li, Junzhuo  and
      Li, Tianhao  and
      Wei, Hao-Ran  and
      Li, Xiang  and
      Yang, Baosong  and
      Hu, Xuming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2224/",
    pages = "47641--47654",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fujita-etal-2026-multi,
    title = "Multi-Label Delegation Target Identification in {J}apanese Law",
    author = "Fujita, Tsuyoshi  and
      Sawada, Yuya  and
      Sakai, Yusuke  and
      Watanabe, Taro",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2225/",
    pages = "47655--47682",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{frermann-bird-2026-supporting,
    title = "Supporting and performing culture from the inside",
    author = "Frermann, Lea  and
      Bird, Steven",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2226/",
    pages = "47683--47691",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zheng-etal-2026-empathy,
    title = "From Empathy to Personalized Empathy: Adapting Empathetic Strategies to Individual Users",
    author = "Zheng, Wuqiang  and
      Wang, Chengbing  and
      Yang, Yilin  and
      Cheng, Junyi  and
      Xiao, Jianfei  and
      HU, Sun  and
      Xie, Yi  and
      Li, Yangyang  and
      Wang, Wenjie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2227/",
    pages = "47692--47709",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-pv,
    title = "{PV}-Decoding: Progressive Verification Decoding with Decode Gating for Diffusion Language Models",
    author = "Liu, Renxi  and
      Li, Yiming  and
      Sun, Shengyin  and
      Chen, Chen  and
      Wang, Xian  and
      Yang, Shuai  and
      xi, Chen  and
      Gao, Wenbo  and
      Li, Xiaoguang  and
      Zhen, Hui-Ling  and
      Yu, Xianzhi  and
      Lin, Weizhe  and
      Li, Xiaosong  and
      Wang, Yaoyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2228/",
    pages = "47710--47720",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-deeppersona,
    title = "{D}eep{P}ersona: Scaling Persona Depth via Taxonomy-Guided Generation",
    author = "Wang, Zhen  and
      Zhou, Yufan  and
      Luo, Zhongyan  and
      Ye, Lyumanshan  and
      Wood, Adam  and
      Mansour, Saab  and
      Yao, Man  and
      Pan, Luoshang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2229/",
    pages = "47721--47742",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-listwise,
    title = "Listwise Explanation of Embedding-Based Rankings via Semantic Chunk Grouping",
    author = "Kim, Hyunkyu  and
      Yoo, Yeeun  and
      Kwak, Youngjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2230/",
    pages = "47743--47761",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-accelerate,
    title = "Accelerate Speculative Decoding with Sparse Computation in Verification",
    author = "Wang, Jikai  and
      Tan, Jianchao  and
      Hu, Yuxuan  and
      Qin, Jiayu  and
      Sun, Yerui  and
      Xie, Yuchen  and
      Cai, Xunliang  and
      Li, Juntao  and
      Zhang, Min",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2231/",
    pages = "47762--47775",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-decoding-knobs,
    title = "From Decoding Knobs to Commit Frontiers: Understanding Trajectory Control in Discrete Diffusion Language Models",
    author = "Li, Junzhuo  and
      Wang, Bo  and
      Li, Tianhao  and
      Wei, Hao-Ran  and
      Yang, Baosong  and
      Hu, Xuming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2232/",
    pages = "47776--47787",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-lee-2026-causally,
    title = "Causally Redundant Reasoning: A Dual-Disruption Test Framework for Measuring Shortcut Tendencies in Chain-of-Thought",
    author = "Kim, Jiwoo  and
      Lee, Jongwuk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2233/",
    pages = "47788--47820",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zheng-etal-2026-mas,
    title = "{MAS}-{B}ai: Linguistically Informed Adaptive Multi-Agent Translation for Bowen-Script {B}ai",
    author = "Zheng, Jingting  and
      Ren, Hong  and
      Cui, Yuehan  and
      Zhu, Shaolin  and
      Xiong, Deyi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2234/",
    pages = "47821--47834",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-chronoclinqa,
    title = "{C}hrono{C}lin{QA}: A Longitudinal Multi-Admission Benchmark for Clinical Reasoning over Electronic Health Records",
    author = "Chen, Tong  and
      Wang, Zimu  and
      Fan, Dongzhe  and
      Chen, Luoyao  and
      Lian, Haoyi  and
      Wang, Yifan  and
      Yang, Zhengni  and
      Jiang, Zhengyong  and
      Sen, Procheta  and
      Wang, Wei  and
      Su, Jionglong  and
      Tan, Qiaoyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2235/",
    pages = "47835--47860",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{guo-etal-2026-backendforge,
    title = "{B}ackend{F}orge: Benchmarking Agentic End-to-End Code Generation with Backend Services",
    author = "Guo, Yuzhe  and
      Wu, Mengzhou  and
      Cao, Yuan  and
      Wei, Jialei  and
      Ran, Dezhi  and
      Yang, Wei  and
      Xie, Tao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2236/",
    pages = "47861--47876",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-origround,
    title = "{O}ri{G}round: Orientation-Aware Neuro-Symbolic Zero-Shot 3{D} Visual Grounding",
    author = "Li, Haochen  and
      Shi, Jiaxin  and
      Liu, Ruonan  and
      Liufu, Luo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2237/",
    pages = "47877--47897",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-aligning-llms,
    title = "Aligning {LLM}s for Crystal Material Design: Test-Time Reinforcement Learning and Model Merging",
    author = "Wang, Pengyu  and
      Han, Yang  and
      Chen, Xin  and
      Yu, Kai  and
      Zhu, Tong  and
      Chen, Lu  and
      Chen, Bo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2238/",
    pages = "47898--47919",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-beyond-refusal,
    title = "Beyond Refusal: Constructive Communication Rewriting for Harmful User Language",
    author = "Li, Moxin  and
      Qi, Jingyang  and
      Hsu, Wynne  and
      Lee, Mong-Li",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2239/",
    pages = "47920--47946",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tang-etal-2026-diagnosing,
    title = "Diagnosing Knowledge Conflict in Multimodal Long-Chain Reasoning",
    author = "Tang, Jing  and
      Wang, Kun  and
      Lu, Haolang  and
      Chen, Hongjin  and
      Chen, KaiTao  and
      Sun, Zhongxiang  and
      Li, Qiankun  and
      Lyu, Lingjuan  and
      Nan, Guoshun  and
      Zeng, Zhigang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2240/",
    pages = "47947--47986",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hassell-etal-2026-absol,
    title = "{ABSOL}: Aggregated {B}ayesian Subsampling Orchestrated with {LLM}s",
    author = "Hassell, Jackson  and
      Shen, Chen  and
      Hruschka, Estevam",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2241/",
    pages = "47987--48010",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{faustini-etal-2026-first,
    title = "Before the First Token: Jailbreak Detection with Attention Probes",
    author = "Faustini, Pedro  and
      McIver, Annabelle  and
      Dras, Mark",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2242/",
    pages = "48011--48029",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{scott-roberts-2026-karma,
    title = "{KARMA}: Karma-Aligned Reward Model Adaptation",
    author = "Scott, Jared  and
      Roberts, Jesse",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2243/",
    pages = "48030--48039",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-zeoagent,
    title = "{Z}eo{A}gent: A Closed-Loop Compiler for Coupled {OSDA}{--}Condition Generation in Zeolite Synthesis",
    author = "Wang, Zhongan  and
      Hu, Zhaolin  and
      Li, Kun  and
      wu, Zhiliang  and
      Li, Ming  and
      Fan, Hehe",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2244/",
    pages = "48040--48056",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-much,
    title = "How Much Retrieval Depth Does Your Reader Need? Noise Ceilings and Cost-Effectiveness in Table {QA}",
    author = "Huang, Jheng-Peng  and
      Fan, Yao-Chung  and
      Huang, Jiun-Long",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2245/",
    pages = "48057--48074",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zeng-etal-2026-sparsity,
    title = "Sparsity in Linear Attention Models: Bregman Testing Time Learning",
    author = "Zeng, Wenqi  and
      Chen, YuAng  and
      Chen, Yuxuan  and
      Sun, Chumin  and
      Wen, Weihuang  and
      Liu, Yichuan  and
      Zhou, Li  and
      Wang, Tian  and
      Zhang, Fan  and
      Yao, Yuan  and
      Sun, Jie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2246/",
    pages = "48075--48094",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jiang-etal-2026-beyond-output,
    title = "Beyond Output Consistency: Diagnosing Representation-Level Causal Controllability in {LLM} Persona Simulation",
    author = "Jiang, Chaoyong  and
      Wang, Shengling  and
      Chao, Ke  and
      Hao, Tianyu  and
      Jiang, Kunpeng  and
      Yang, Zhaolin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2247/",
    pages = "48095--48119",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{raffel-etal-2026-topicmerge,
    title = "{T}opic{M}erge: A Divide and Conquer Approach to Topic Modeling",
    author = "Raffel, Matthew  and
      Chen, Lizhong  and
      Munikoti, Sai  and
      Horawalavithana, Sameera",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2248/",
    pages = "48120--48135",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-muse,
    title = "{MUSE}: Multi-Domain {C}hinese User Simulation via Self-Evolving Profiles and Rubric-Guided Alignment",
    author = "Liu, Zihao  and
      Zhou, Hantao  and
      Li, Jiguo  and
      Xu, Jun  and
      Gao, Jiuchong  and
      Hao, Jinghua  and
      He, Renqing  and
      Wang, Peng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2249/",
    pages = "48136--48148",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{song-etal-2026-ask,
    title = "Ask or Answer: A Decision Framework for Multi-Turn Health Misinformation Intervention",
    author = "Song, Xiaoying  and
      Anik, Anirban Saha  and
      Liu, Jinyu  and
      Tan, Qitao  and
      Yuan, Geng  and
      Hong, Lingzi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2250/",
    pages = "48149--48171",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xiao-etal-2026-financeharness,
    title = "{F}inance{H}arness: Autonomous Financial Deep Research Framework",
    author = "Xiao, Yijia  and
      Han, Rujun  and
      Chen, Yanfei  and
      Wang, Zifeng  and
      Jiang, Ke  and
      CuiZhu, Zhongying  and
      Wang, Wei  and
      Pfister, Tomas  and
      Lee, Chen-Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2251/",
    pages = "48172--48197",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cai-etal-2026-generate,
    title = "Generate What You Can Trust: Content Credibility in Generative Recommenders",
    author = "Cai, Zhuo  and
      Wu, Guanghao  and
      Wang, Shoujin  and
      Zhou, Peilin  and
      Chu, Victor W.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2252/",
    pages = "48198--48218",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-zhang-2026-f,
    title = "{F}-{G}raph{RAG}: Preserving Fine-Grained Facts in Graph Retrieval-Augmented Generation",
    author = "Chen, Shenmeng  and
      Zhang, Kang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2253/",
    pages = "48219--48237",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-visual,
    title = "Visual Search Augmented Chain-of-Thought Reasoning for Attribute Value Extraction from Product Videos",
    author = "Wu, Tong  and
      Cheng, Ming  and
      Hu, Jiazhen  and
      Gong, Jiaying  and
      Eldardiry, Hoda",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2254/",
    pages = "48238--48254",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-adac,
    title = "{A}da{C}-{GRPO}: Towards Mastering Long-Horizon Visual Sudoku Puzzles via Adaptive Curriculum Learning",
    author = "Li, Sida  and
      Liu, Yuanxin  and
      Yao, Linli  and
      Li, Shicheng  and
      Sun, Xu  and
      Bai, Haoli  and
      Li, Xiao-Hui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2255/",
    pages = "48255--48274",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-understanding,
    title = "Understanding Moral Reasoning Trajectories in Large Language Models: Toward Probing-Based Explainability",
    author = "Huang, Fan  and
      Kwak, Haewoon  and
      An, Jisun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2256/",
    pages = "48275--48322",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mothilal-etal-2026-evaluating,
    title = "Evaluating Second-Order Bias of {LLM}s Through Epistemic Entitlement",
    author = "Mothilal, Ramaravind Kommiya  and
      Zhang, Terry Jingchen  and
      Ahmed, Raiyan  and
      Jin, Zhijing  and
      Guha, Shion  and
      Ahmed, Syed Ishtiaque",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2257/",
    pages = "48323--48347",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-openfingym,
    title = "{O}pen{F}in{G}ym: A Verifiable, Multi-Task Gym Environment for Evaluating Quant Agents",
    author = "Zhang, Kaicheng  and
      Ge, Wen  and
      Jiang, Lei  and
      Yang, Weixin  and
      Langham-Lopez, Jordan  and
      Yu, Jialin  and
      Szpruch, Lukasz  and
      Ni, Hao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2258/",
    pages = "48348--48363",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{johnson-etal-2026-characterizing,
    title = "Characterizing Narrative Content in Web-scale {LLM} Pretraining Data",
    author = "Johnson, Teagan  and
      Ash, Elliott  and
      Piper, Andrew  and
      Antoniak, Maria",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2259/",
    pages = "48364--48404",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{guo-etal-2026-skill,
    title = "{SKILL}-{DISCO}: Distilling and Compiling Agent Traces into Reusable Procedural Skills",
    author = "Guo, Zhongxin  and
      Qi, Danrui  and
      Gu, Hanwen  and
      Cheng, Peng  and
      Xiong, Yongqiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2260/",
    pages = "48405--48422",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{al-nazi-etal-2026-dagger,
    title = "{\textdagger}{DAGGER}: Distractor-Aware Graph Generation for Executable Reasoning in Math Problems",
    author = "Al Nazi, Zabir  and
      Roy Dipta, Shubhashis  and
      Kar, Sudipta",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2261/",
    pages = "48423--48446",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{song-etal-2026-enhancing-low,
    title = "Enhancing Low-Resource Language Reasoning via High-Resource Language Feature Transfer",
    author = "Song, Minju  and
      Hwang, Hyeon  and
      Lee, Junhyun  and
      Kang, Jaewoo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2262/",
    pages = "48447--48461",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yao-etal-2026-arrest,
    title = "Before the Arrest: Benchmarking {LLM}s on Criminal Profiling from Incomplete Evidence",
    author = "Yao, Yutong  and
      Yanjie, Cao  and
      Chen, Guanhua  and
      Xu, Yang  and
      Wu, Junchao  and
      Wu, Zeyu  and
      Chao, Lidia S.  and
      Wong, Derek F.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2263/",
    pages = "48462--48483",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-quality,
    title = "Quality, Not Just Outcome: A Structural Scoring Framework for Selecting Coding-Agent Trajectories for Supervised Fine-Tuning",
    author = "Li, Sida  and
      Liu, Yuanxin  and
      Li, Shicheng  and
      Yao, Linli  and
      Sun, Xu  and
      Bai, Haoli  and
      Li, Xiao-Hui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2264/",
    pages = "48484--48500",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nimase-etal-2026-financellm,
    title = "{F}inance{LLM}: A Survey of Large Language Models in Finance",
    author = "Nimase, Ojas  and
      Li, Zhengao  and
      Wei, Xinyu  and
      Hu, Jinglin  and
      Liu, Luojia  and
      Zhao, Kangyi  and
      Zhao, Yue  and
      Dong, Yushun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2265/",
    pages = "48501--48514",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-conduit,
    title = "{CONDUIT}: A Unified Residual-Stream Restoration Framework for {KV} Cache Reuse in Vision-Language Models",
    author = "Chen, Pengan  and
      Zheng, Kaisheng  and
      Hong, Liang  and
      Yi, Lixia  and
      Jiang, Jiyue  and
      Chen, Jiayang  and
      Wang, Yixuan  and
      Fan, Yimin  and
      Liu, Xinyuan  and
      Li, Jiayi  and
      Zhang, Zhanqiu  and
      Guo, Steven Y.  and
      Li, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2266/",
    pages = "48515--48535",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jin-etal-2026-matcha,
    title = "{MATCHA}: A {C}hinese Multi-Disorder Mental Health Dataset with Cross-Lingual Analyses on Social Media",
    author = "Jin, Bingrui  and
      Li, Baihan  and
      Li, Zitong  and
      Li, Shimeng  and
      Lan, Kunyao  and
      Zhu, Kenny Q.  and
      Wu, Mengyue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2267/",
    pages = "48536--48553",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yan-etal-2026-reasonflow,
    title = "{R}eason{F}low: Flow Matching that Thinks Step by Step",
    author = "Yan, Bing  and
      Sun, Ge  and
      de Pablo, Juan J.  and
      Martiniani, Stefano  and
      Cho, Kyunghyun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2268/",
    pages = "48554--48571",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chun-etal-2026-trilogue,
    title = "{TRILOGUE}: A Trilingual Spoken Dialogue Fact-Checking Benchmark with Evidence and Paired Audio",
    author = "Chun, Chaewan  and
      Aristombayeva, Meruyert  and
      Choi, Jiyoung  and
      Nahar, Mahjabin  and
      Zhang, Delvin Ce  and
      Lee, Dongwon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2269/",
    pages = "48572--48595",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-streamalign,
    title = "{S}tream{A}lign: Streaming Text-Aligned Speech Tokenization",
    author = "Kim, Kang-wook  and
      Park, Jinyoung  and
      Kim, Jinsoo  and
      Lee, Sehun  and
      Woo, Tony  and
      Kim, Gunhee",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2270/",
    pages = "48596--48615",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{guo-etal-2026-plot,
    title = "The Plot Twist: Jailbreaking Unified Multimodal Models with a Three-Act Narrative Attack",
    author = "Guo, Shaoxiong  and
      Du, Tianyi  and
      Li, Lijun  and
      Wu, Yuyao  and
      Li, Jie  and
      Shao, Jing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2271/",
    pages = "48616--48639",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kunz-2026-dialects,
    title = "Dialects of Translationese Shape Language Model Learning",
    author = "Kunz, Jenny",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2272/",
    pages = "48640--48659",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ding-etal-2026-evorubrics,
    title = "{E}vo{R}ubrics: Dynamic Rubrics as Rewards via Adversarial Co-Evolution for {LLM} Reinforcement Learning",
    author = "Ding, Hongxin  and
      Huang, Baixiang  and
      Fang, Yue  and
      Liao, Weibin  and
      Li, Zheng  and
      Zhang, Jinyang  and
      Wu, Zhijing  and
      Zhao, Junfeng  and
      Wang, Yasha",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2273/",
    pages = "48660--48680",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-kim-2026-bias,
    title = "When Bias Scores Reflect Abstention Failure: Disentangling Stereotype Direction from Refusal to Abstain in {BBQ}",
    author = "Kim, Jeemin  and
      Kim, Jooyoung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2274/",
    pages = "48681--48697",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yue-etal-2026-learning,
    title = "Learning to Act Beyond Language: Expanded Action Spaces for Sequential Decision-Making with {LLM}s",
    author = "Yue, Zhongqi  and
      Wang, Weishi  and
      Zhan, Yundaichuan  and
      Li, Juncheng  and
      Dahlmeier, Daniel  and
      Johansson, Fredrik D.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2275/",
    pages = "48698--48725",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hong-etal-2026-guard,
    title = "Guard Models Are Overconfident Where Base Models Are Uncertain",
    author = "Hong, Jonghyun  and
      Jung, Min Jae  and
      Kim, Minwoo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2276/",
    pages = "48726--48739",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-online,
    title = "Online Strategic Reasoning for {LLM}-Based Negotiation via Opponent-Aware {M}onte {C}arlo Tree Search",
    author = "Huang, Chen-Cheng  and
      Wang, Yi-Cheng  and
      Hu, Hung-Lin  and
      Yeh, Yi-Ren  and
      Chen, Chu-song",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2277/",
    pages = "48740--48756",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jang-etal-2026-instruction,
    title = "Instruction-Tuned Language Models Cannot Sample from Distributions They Can Describe",
    author = "Jang, Chaemin  and
      Kim, Jihee  and
      Lee, Dongman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2278/",
    pages = "48757--48777",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fuentes-mueller-2026-language,
    title = "Who Do Language Models Think Is Competent? A Mechanistic Analysis of Occupational Bias",
    author = "Fuentes, Keren  and
      Mueller, Aaron",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2279/",
    pages = "48778--48807",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tang-etal-2026-medisketch,
    title = "{M}edi{S}ketch: Test-Time Scaling for Multimodal Patient Education",
    author = "Tang, Zhipeng  and
      Wang, Benlu  and
      Zhang, Zhenyu  and
      Liu, Wuao  and
      Xiang, Pengda  and
      Huang, Juncheng  and
      Ong, Chin Siang  and
      yu, Hong  and
      Yao, Zonghai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2280/",
    pages = "48808--48859",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{huang-etal-2026-latent,
    title = "Latent Recurrent Transformer: Architecture Exploration, Training Strategies, and Scaling Behavior",
    author = "Huang, Zeyi  and
      He, Xuehai  and
      Ren, Liliang  and
      Wang, Yiping  and
      Peng, Baolin  and
      Cheng, Hao  and
      Wang, Shuohang  and
      He, Pengcheng  and
      Gao, Jianfeng  and
      Lee, Yong Jae  and
      Shen, Yelong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2281/",
    pages = "48860--48879",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mohapatra-pruthi-2026-expectations,
    title = "Expectations and Practices around {AI} Disclosure in {CS} Research",
    author = "Mohapatra, Arati  and
      Pruthi, Danish",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2282/",
    pages = "48880--48903",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shi-etal-2026-apex,
    title = "{APEX}: Academic Poster Editing Agentic Expert",
    author = "Shi, Chengxin  and
      Cai, Qinnan  and
      Chen, Zeyuan  and
      Zeng, Long  and
      Zhao, Yibo  and
      Yu, Jing  and
      Yu, Jianxiang  and
      Li, Xiang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2283/",
    pages = "48904--48932",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-towards-training,
    title = "Towards Training Transformers as a Universal Computer",
    author = "Xu, Ruize  and
      Yang, Chenxiao  and
      Li, Yanhong  and
      McAllester, David",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2284/",
    pages = "48933--48954",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{koo-etal-2026-hypoexplore,
    title = "{H}ypo{E}xplore: Agentic Discovery with Active Hypothesis Exploration",
    author = "Koo, Jaywon  and
      Hernandez, Jefferson  and
      He, Ruozhen  and
      Chen, Hanjie  and
      Wei, Chen  and
      Ordonez, Vicente",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2285/",
    pages = "48955--48997",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zeng-etal-2026-expcsd,
    title = "{E}xp{CSD}: Experience-based Debiasing Framework for Conversational Stance Detection Grounded in Latent Thinking Paths",
    author = "Zeng, Xiang  and
      Wang, Ye  and
      Song, Xin  and
      Zhu, Dong  and
      Hou, Wenqing  and
      Zhou, Bin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2286/",
    pages = "48998--49015",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-gender,
    title = "Do Gender Cues Affect {LLM} Value Trade-offs? Evidence from a Controlled Decision Benchmark",
    author = "Liu, Yangyang  and
      Yu, Dong  and
      Liu, Pengyuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2287/",
    pages = "49016--49039",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-unigui,
    title = "{U}ni{GUI}-Bench: A Real-World Diagnostic Benchmark {---} What Capabilities Do {GUI} Agents Most Need?",
    author = "Liu, Jiaxing  and
      Sun, Ruoqi  and
      Ma, Liya  and
      Chen, FengJiao  and
      Wang, Ziwen  and
      Cao, Xuezhi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2288/",
    pages = "49040--49053",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-dual-uncertainty,
    title = "Dual-Uncertainty Guided Policy Learning for Multimodal Reasoning",
    author = "Liu, Rui  and
      Yu, Dian  and
      Zheng, Tong  and
      Dai, Runpeng  and
      Li, Zongxia  and
      Yu, Wenhao  and
      Liang, Zhenwen  and
      Song, Linfeng  and
      Mi, Haitao  and
      Tokekar, Pratap  and
      Yu, Dong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2289/",
    pages = "49054--49069",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sudharsan-etal-2026-engage,
    title = "How Do We Engage with Other Disciplines? A Framework to Study Meaningful Interdisciplinary Discourse in Scholarly Publications",
    author = "Sudharsan, Bagyasree  and
      Leto, Alexandria  and
      Pacheco, Maria Leonor",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2290/",
    pages = "49070--49090",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wei-etal-2026-cartbench,
    title = "{CA}rt{B}ench: A Museum-Grounded Benchmark for Evidence-Faithful {C}hinese Art Understanding",
    author = "Wei, Xuefeng  and
      Zhixuan, Wang  and
      Zhou, Xuan  and
      Qu, Zhi  and
      Li, Hongyao  and
      Sakai, Yusuke  and
      Kamigaito, Hidetaka  and
      Watanabe, Taro",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2291/",
    pages = "49091--49116",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{truong-etal-2026-framework,
    title = "A Framework for Generating Valid Context-Specific Benchmarks through Expert Guidance",
    author = "Truong, Kimberly Le  and
      Johnson, Nari  and
      Kawakami, Anna  and
      Heidari, Hoda",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2292/",
    pages = "49117--49152",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-ai,
    title = "When {AI} Settles Down: Late-Stage Stability as a Signature of {AI}-Generated Text Detection",
    author = "Sun, Ke  and
      Bao, Guangsheng  and
      Cui, Han  and
      Zhang, Yue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2293/",
    pages = "49153--49179",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{qiu-etal-2026-agentcvr,
    title = "{A}gent{CVR}: Active Multi-Agent Cross-Video Reasoning via Script-Simulated Reinforcement Learning",
    author = "Qiu, Yilun  and
      Wang, Jiahe  and
      Yan, Cilin  and
      Cai, Jiayin  and
      Jiang, Xiaolong  and
      Hu, Yao  and
      Yuan, Chun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2294/",
    pages = "49180--49211",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{min-etal-2026-reformulating,
    title = "Reformulating Radiology Report Error Detection as Sentence-Level Vision-Language Learning",
    author = "Min, Dabin  and
      Jeon, Kyungmin  and
      Lee, Dongheon  and
      Park, Chang Min",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2295/",
    pages = "49212--49228",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{rahman-etal-2026-attck,
    title = "{ATTCK}-{R}: Knowledge-Aware Long-Horizon Jailbreaking for Protected {LLM}s",
    author = "Rahman, Md Mushfiqur  and
      Rohde, Tobias  and
      Tripathi, Rahul  and
      Elkhalil, Khalil  and
      Lybarger, Kevin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2296/",
    pages = "49229--49255",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sinhababu-etal-2026-modeling,
    title = "Modeling Ranking Properties with In-Context Learning",
    author = "Sinhababu, Nilanjan  and
      Parry, Andrew  and
      Ganguly, Debasis  and
      Mitra, Pabitra",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2297/",
    pages = "49256--49271",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-studybench,
    title = "{S}tudy{B}ench: Can Self-Evolution Squeeze Textbooks for Olympiad Capability?",
    author = "Chen, Yinghao  and
      Chen, Zixi  and
      He, Bingxiang  and
      Qiao, Ziqing  and
      Gao, Huan-ang  and
      Xu, Yinuo  and
      Zuo, Yuxin  and
      Liu, Zeyuan  and
      Zhan, Yuhao  and
      Xiao, Chaojun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2298/",
    pages = "49272--49290",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-etal-2026-artkgc,
    title = "{ARTKGC}: Leakage-Controlled Multimodal Knowledge Graph Completion for Artwork Explanation",
    author = "Zhou, Xuan  and
      Wei, Xuefeng  and
      Kato, Yuta  and
      Ozaki, Shintaro  and
      Hayashi, Kazuki  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2299/",
    pages = "49291--49309",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fan-etal-2026-cmas,
    title = "{CMAS}: Enhancing Data Augmentation for Molecular Graph Classification via a Collaborative Multi-Agent System",
    author = "Fan, Xuanting  and
      Wang, Chenyu  and
      Liu, Xin  and
      Ren, Weiyi  and
      Wang, Yifan  and
      Luo, Xiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2300/",
    pages = "49310--49328",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-muleg,
    title = "{M}ul{EG}: Multi-Level Explanation-Guided Feature Attribute Graph for Zero-Shot Tabular Classification",
    author = "Zhang, Jiayang  and
      Zhao, Yunxiao  and
      Kang, Xin  and
      Yan, Zhichao  and
      Ma, Boxiang  and
      Chai, Qinghua  and
      Yu, Xingtong  and
      Li, Ru",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2301/",
    pages = "49329--49352",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{che-etal-2026-towards,
    title = "Towards Robust Retrieval-Augmented Generation via Reliability-Aware Adaptive Evidence Selection",
    author = "Che, Minkyu  and
      Oh, Jihwan  and
      Choi, Jeonghwan  and
      Jung, Jeesu  and
      Song, Hwanjun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2302/",
    pages = "49353--49374",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lu-etal-2026-hidden,
    title = "Hidden Thoughts Are Not Secret: Reasoning-Trace Exposure in {LLM}s",
    author = "Lu, Yu-An  and
      Tsai, Ci-Yang  and
      Tsai, Yu-Lin  and
      Popa, Raluca Ada  and
      Yu, Chia-Mu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2303/",
    pages = "49375--49393",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{devane-etal-2026-bhashabench,
    title = "{B}hasha{B}ench {V}1: A Comprehensive Benchmark for the Quadrant of {I}ndic Domains",
    author = "Devane, Vijay  and
      Nauman, Mohd  and
      Patel, Bhargav  and
      Wakchoure, Aniket Mahendra  and
      Sant, Yogeshkumar  and
      Pawar, Shyam  and
      Thakur, Viraj  and
      Godse, Ananya  and
      Patra, Sunil  and
      Maurya, Neha  and
      Racha, Suraj  and
      Singh, Nitish Kamal  and
      Sawarkar, Piyush  and
      Pundalik, Kundeshwar Vijayrao  and
      Saluja, Rohit  and
      Ramakrishnan, Ganesh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2304/",
    pages = "49394--49456",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cheng-etal-2026-hierarchical,
    title = "Hierarchical {W}asserstein Merging for Multi-Domain Multi-Task Learning: From Specialists to a Generalist",
    author = "Cheng, Ming  and
      Gong, Jiaying  and
      Eldardiry, Hoda",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2305/",
    pages = "49457--49476",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jiang-etal-2026-anchored,
    title = "Anchored Reasoning on Tables: Bridging the Verifiability Gap in Multimodal Reinforcement Learning",
    author = "Jiang, Yubo  and
      An, Yitong  and
      Xie, Fengying  and
      Jiang, Zhiguo  and
      Zhang, Haopeng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2306/",
    pages = "49477--49497",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{agrawal-tandon-2026-lost,
    title = "Lost in Embedding: Recovering Information Loss in Dense Retrieval",
    author = "Agrawal, Prayas  and
      Tandon, Niket",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2307/",
    pages = "49498--49517",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{shaik-etal-2026-office,
    title = "Office Comprehension Benchmark",
    author = "Shaik, Firoz  and
      Gomes, Mateus Pican{\c{c}}o Lima  and
      Aumi, Md Tanvir Islam  and
      Wang, Jingci  and
      Milunovic, Milos  and
      Jovanovic, Ivana  and
      Rathi, Jay  and
      Suryanarayanan, Vishwas  and
      Kenkare, Neha Nandan  and
      Xie, Weiyao  and
      Han, Zhipeng  and
      Zhang, Zheng  and
      Shahid, Waleed  and
      Nguyen, Thong Q.  and
      Bentley, Michael  and
      Stankovic, Tamara  and
      Chakravarthy, Rasika  and
      Chowdhary, Vishal",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2308/",
    pages = "49518--49549",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sim-etal-2026-learning,
    title = "Learning Pathology-Localized Medical Vision{--}Language Representations with Atomic and Grounded Disease Supervision",
    author = "Sim, Mong Yuan  and
      Zhang, Wei Emma  and
      Dai, Xiang  and
      Fang, Byron  and
      Liu, Miao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2309/",
    pages = "49550--49564",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ko-etal-2026-retroreasoner,
    title = "{R}etro{R}easoner: A Reasoning {LLM} for Strategic Retrosynthesis Prediction",
    author = "Ko, Hanbum  and
      Lee, Chanhui  and
      Kim, Ye Rin  and
      Hormazabal, Rodrigo  and
      Han, Sehui  and
      Lim, Sungbin  and
      Kim, Sungwoong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2310/",
    pages = "49565--49600",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-kare,
    title = "{KARE}-{RAG}: Knowledge-Aware Refinement and Enhancement for {RAG}",
    author = "Li, Yongjian  and
      Chu, HaoCheng  and
      Yan, Yukun  and
      Liu, Zhenghao  and
      Yu, Shi  and
      Zeng, Zheni  and
      Wang, Ruobing  and
      Song, Sen  and
      Liu, Zhiyuan  and
      Sun, Maosong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2311/",
    pages = "49601--49623",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zheng-etal-2026-evaluating-stochastic,
    title = "Evaluating Stochastic Collapse and Implicit Bias in Multimodal Large Language Models",
    author = "Zheng, Huiyuan  and
      Zhang, Houtao  and
      Wang, Boyang  and
      Si, Qingyi  and
      Guo, Hongcheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2312/",
    pages = "49624--49648",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hossain-etal-2026-sage,
    title = "{SAGE}: Satisfiability Guided Decoding for Mathematical Reasoning",
    author = "Hossain, Tamanna  and
      Singh, Sameer  and
      Ahmed, Kareem",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2313/",
    pages = "49649--49665",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{siro-hollink-2026-metadata,
    title = "When More Metadata Misleads: Probing Field-Level Grounding in {LLM}-Generated Museum Descriptions",
    author = "Siro, Clemencia  and
      Hollink, Laura",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2314/",
    pages = "49666--49688",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{akimoto-etal-2026-m3,
    title = "$M^3$ Scaling Law: Optimizing Multi-Epoch, Multi-Lingual, and Multi-Stage Training for Low-Resource Language Models",
    author = "Akimoto, Kosuke  and
      Miyagawa, Taiki  and
      Oyamada, Masafumi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2315/",
    pages = "49689--49729",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fan-etal-2026-medace,
    title = "{M}ed{ACE}: A Time-Aware Asynchronous Clinical Environment for Long-Horizon Medical Treatment Decision-Making",
    author = "Fan, Zhiting  and
      Chen, Ruizhe  and
      Wang, Hualiang  and
      Peng, Ru  and
      Meng, Zijie  and
      MA, Wen  and
      Wu, Jian  and
      Liu, Zuozhu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2316/",
    pages = "49730--49743",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nhayakkat-etal-2026-lost,
    title = "Lost in Reordering: Structural Sensitivity of Multilingual {LLM}s under Semantics-Preserving Perturbations",
    author = "Nhayakkat, Karthika  and
      Verma, Rajat  and
      Brahma, Maharaj  and
      Mahesh, Vetcha Gnana  and
      Desarkar, Maunendra Sankar  and
      Ramakrishnan, Ganesh  and
      Saluja, Rohit",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2317/",
    pages = "49744--49760",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-adaptmmbench,
    title = "{A}dapt{MMB}ench: Benchmarking Adaptive Multimodal Reasoning for Mode Selection and Reasoning Process",
    author = "Zhang, Xintong  and
      Zhang, Xiaowen  and
      Wu, Jingrong  and
      Gao, Zhi  and
      Yan, Shilin  and
      Diao, Zhenxin  and
      Gao, Kunpeng  and
      Chen, Xuanyan  and
      Wu, Yuwei  and
      Jia, Yunde  and
      Li, Qing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2318/",
    pages = "49761--49798",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{luo-etal-2026-beyond-correlation,
    title = "Beyond Correlation-Driven Fusion: Sample-Adaptive Causal Evidence Learning for Multimodal Sentiment Analysis",
    author = "Luo, Gaifang  and
      Zhang, Hao  and
      Liu, Yanan  and
      Tan, Haomin  and
      Wu, Guochuan  and
      Xu, Dan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2319/",
    pages = "49799--49811",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-distribution-consistent,
    title = "Distribution-Consistent Inference for Dynamic Sparse Mixture-of-Experts",
    author = "Kim, Dohyeon  and
      Soro, Bedionita  and
      Hwang, Sung Ju",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2320/",
    pages = "49812--49836",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-medocvl,
    title = "{M}e{D}oc{VL}: Noise-Aware Post-Training of Visual Language Models for Medical Document Parsing",
    author = "Wu, Wei  and
      Diao, Liang  and
      Zhao, Yuan  and
      Wang, Wenjie  and
      Liu, Ying  and
      Lv, Xiaole",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2321/",
    pages = "49837--49859",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{solgi-etal-2026-lori,
    title = "{L}o{R}i: Low-Rank Distillation for Implicit Reasoning",
    author = "Solgi, Ryan  and
      Tian, Jiayi  and
      Zhang, Zheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2322/",
    pages = "49860--49871",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hwang-etal-2026-atom,
    title = "Atom-{RAG}: Atomic Fact-Centric Retrieval for Multi-Hop Reasoning",
    author = "Hwang, Seok Jun  and
      Kim, Soohyeong  and
      Kim, JungHyoun  and
      Park, Jeonghyeon  and
      Choi, Yong Suk",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2323/",
    pages = "49872--49890",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-graph,
    title = "Graph Topology Meets Energy-Driven Pathfinding: Preserving Contextual Consistency in Retrieval-Augmented Generation",
    author = "Li, Yufeng  and
      Li, Zaijing  and
      Zhang, Fuchen  and
      Wu, Zongzong  and
      Zhao, Ming  and
      Tang, Fengxiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2324/",
    pages = "49891--49906",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sang-etal-2026-searchatlas,
    title = "{S}earch{A}tlas: Analyzing Agentic Search Strategies via Evidential Query Graphs",
    author = "Sang, Jiacheng  and
      Li, Mengyuan  and
      Chen, Sanxing  and
      Huang, Yukun  and
      Feng, Yu  and
      Dhingra, Bhuwan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2325/",
    pages = "49907--49936",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jeong-kang-2026-herit,
    title = "{HERIT}: Enabling Global Access to Hanja-to-{E}nglish Historical Translation by Mitigating Temporal Bias",
    author = "Jeong, Dayeon  and
      Kang, Kyeongpil",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2326/",
    pages = "49937--49953",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{el-assadi-etal-2026-mveb,
    title = "{MVEB}: Massive Video Embedding Benchmark",
    author = "El Assadi, Adnan  and
      Solomatin, Roman  and
      Chung, Isaac  and
      Xiao, Chenghao  and
      Shah, Deep  and
      Sudhakar, Shriya  and
      Munot, Ayush Sunil  and
      Kardos, M{\'a}rton  and
      Muennighoff, Niklas  and
      Enevoldsen, Kenneth",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2327/",
    pages = "49954--50002",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{uppadhyay-etal-2026-depart,
    title = "{DEPART}: {DE}composing {PAR}i{T}y across Multilingual {LLM}s",
    author = "Uppadhyay, Manan  and
      Kodali, Prashant  and
      Chitale, Pranjal A  and
      Ramaprasad, Reshma  and
      Beniwal, Himanshu  and
      Sitaram, Sunayana",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2328/",
    pages = "50003--50026",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{farahani-etal-2026-copy,
    title = "To Copy or Not to Copy: Copying Is Easier to Induce Than Recall",
    author = "Farahani, Mehrdad  and
      Penzkofer, Franziska  and
      Johansson, Richard",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2329/",
    pages = "50027--50090",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-beyond-global,
    title = "Beyond Global Scalars: Synergizing Token-Level Statistics and Deep Semantics for Adversarial {AIGC} Text Detection",
    author = "Li, Peiming  and
      Wang, Yifan  and
      Hu, Zhiyuan  and
      Li, Shiyu  and
      Wei, Zheng  and
      Tang, Yang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2330/",
    pages = "50091--50106",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yoo-etal-2026-rollout,
    title = "Rollout-Level Advantage-Prioritized Experience Replay for {GRPO}",
    author = "Yoo, Gyeongtae  and
      Park, Sanghyeok  and
      Jang, Soohyuk  and
      Kim, Ik-hwan  and
      Yoon, Sungroh",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2331/",
    pages = "50107--50130",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{peng-etal-2026-proactive,
    title = "Proactive for Uncertainty: Cause-Aware Error Diagnosis and Interactive Clarification for Spoken Dialogue Systems",
    author = "Peng, Yizhou  and
      Ma, Ziyang  and
      Liu, Changsong  and
      Chao, Yi-Wen  and
      Chen, Xie  and
      Chng, Eng Siong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2332/",
    pages = "50131--50152",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{raghaw-etal-2026-cliq,
    title = "{C}li{Q}-{RRG}: Clinical-Knowledge Guided Disease-aware Visual{--}Textual Alignment for {QA}-Style Radiology Report Generation",
    author = "Raghaw, Chandravardhan Singh  and
      Dar, Shahid Shafi  and
      Sharma, Arnav Nishith  and
      Modi, Shrey  and
      Kumar, Nagendra",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2333/",
    pages = "50153--50171",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-honesty,
    title = "An Honesty-Aware Multi-Agent Framework for Synthetic Psychiatric Intake Data Generation",
    author = "Zhang, Xinyuan  and
      Dao, Chang  and
      Wang, Zijian  and
      Pang, Yechao  and
      Zhou, Juexiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2334/",
    pages = "50172--50198",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{singh-etal-2026-buzzasr,
    title = "{B}uzz{ASR}: A Swarm of 100+ Monolingual Speech Recognition Models",
    author = "Singh, Shivam  and
      Yadavalli, Aditya  and
      Arnett, Catherine  and
      Warstadt, Alex",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2335/",
    pages = "50199--50227",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-writing,
    title = "Writing As Reasoning: Interleaving Drafting and Deepening for Open-Ended Deep Research",
    author = "Li, Yishan  and
      Chen, Wentong  and
      Yan, Yukun  and
      Li, Mingwei  and
      Liu, Kunpeng  and
      Cong, Xin  and
      Wang, Shuo  and
      Zhang, Zhong  and
      Lu, Yaxi  and
      Liu, Zhenghao  and
      Lin, Yankai  and
      Liu, Zhiyuan  and
      Sun, Maosong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2336/",
    pages = "50228--50249",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{iwamoto-etal-2026-empirical,
    title = "An Empirical Analysis of Factual Errors in Human-Written Text and Its Application to Factual Error Detection",
    author = "Iwamoto, Kazuma  and
      Omura, Kazumasa  and
      Ishihara, Shotaro",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2337/",
    pages = "50250--50264",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lasbordes-etal-2026-rethinking,
    title = "Rethinking the Multilingual Reasoning Gap with Layer Swap",
    author = "Lasbordes, Maxence  and
      Chatelain, Am{\'e}lie  and
      Seddah, Djam{\'e}",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2338/",
    pages = "50265--50280",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-router,
    title = "Router Prior Bias: Preserving Base Routing Structure in {M}o{E} Post-Training",
    author = "Lee, Jaedeok  and
      Kim, Keonwoo  and
      Han, Dongyoon  and
      Yun, Sangdoo  and
      Choi, Yera  and
      Yoo, Haanju",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2339/",
    pages = "50281--50301",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-knowledge-still,
    title = "Knowledge is Still There: Why {RL} Beats {SFT} for Sustainable Continual Machine Translation",
    author = "Wu, Junhong  and
      Zhao, Yang  and
      Xu, Yangyifan  and
      Zong, Chengqing",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2340/",
    pages = "50302--50320",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-arenaflow,
    title = "{A}rena{F}low: From Trajectory Ranking to Hierarchical Credit Propagation for Open-Ended Agent {RL}",
    author = "Zhang, Qiang  and
      Ding, Ruixue  and
      Zhang, Fanrui  and
      Chen, Xi  and
      Chen, Boli  and
      Wang, Shihang  and
      Huang, Yinfeng  and
      Zheng, Yi  and
      Xie, Pengjun  and
      Zhang, Kaipeng  and
      Liu, Jiawei  and
      Zha, Zheng-Jun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2341/",
    pages = "50321--50343",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-figmabench,
    title = "{F}igma{B}ench: Evaluating Design-to-Code Generation in Real-World Handoff Scenarios",
    author = "Wang, Ziyang  and
      Liu, Ziyang  and
      Yin, Xin  and
      Zhang, Chao  and
      Cui, Zhe  and
      Lu, Yue",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2342/",
    pages = "50344--50363",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hui-etal-2026-evidence,
    title = "Same Evidence, Different Decisions: Document Segmentation Bias in Retrieval-Augmented Generation",
    author = "Hui, Jiang  and
      Deng, Dichun  and
      Zhou, Chenyang  and
      Zhang, Zhenrui  and
      Wu, Chenghui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2343/",
    pages = "50364--50386",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gao-etal-2026-evoagentbench,
    title = "{E}vo{A}gent{B}ench: Benchmarking Agent Self-Evolution via Ability Transfer",
    author = "Gao, Xingze  and
      Hu, Chuanrui  and
      Chen, Hongda  and
      Yao, Pengfei  and
      Wang, Zhao  and
      Bai, Yi  and
      Wu, Zhengwei  and
      Han, Yunyun  and
      Cong, Xiaofeng  and
      Gui, Jie  and
      Deng, Yafeng  and
      Li, Teng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2344/",
    pages = "50387--50402",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-teach,
    title = "Teach a Man to Fish: Self-Adaptive Reinforced Distillation for In-Context Reasoning-based Reranker",
    author = "Wu, Wenwei  and
      LI, Youhang  and
      Chen, Mingyang  and
      Yang, Jie  and
      Gu, Xiaofeng  and
      Pan, Duyi  and
      Wu, Yiwen  and
      Zhang, Kaichen  and
      Wang, Wei  and
      Yuan, Zixuan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2345/",
    pages = "50403--50439",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sojka-sojka-2026-art,
    title = "The Art of Hierarchical Competing Patterns: {G}aussian Process Optimization of Hyphenation",
    author = "Sojka, Ond{\v{r}}ej  and
      Sojka, Petr",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2346/",
    pages = "50440--50457",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-vishing,
    title = "Vishing-Tactics-Bench: Forecasting Exploitation Trajectories in Voice Phishing Calls",
    author = "Lee, Jeongmin  and
      Sul, DongMyung  and
      Yun, Seung  and
      Huang, Jin-Xia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2347/",
    pages = "50458--50473",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{menzat-etal-2026-counterfactual,
    title = "Counterfactual Tests for Measuring Chain-of-Thought Faithfulness in Visual Language Models",
    author = {Menzat, Bayar  and
      S{\"u}ss, Maximilian  and
      Wang, Ruizhi  and
      Steinegger, Benno  and
      Lukasiewicz, Thomas  and
      Camburu, Oana-Maria},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2348/",
    pages = "50474--50504",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-meeseeks-multilingual,
    title = "Meeseeks-Multilingual: A Multi-Turn, Multi-Constraint Benchmark evaluating Multilingual Instruction-Following and Self-Correction",
    author = "Wang, Jiaming  and
      Chen, Hefei  and
      Tang, Zhe  and
      Jin, Zehao  and
      Zhuo, Yanxin  and
      Liao, Ruicheng  and
      Ma, Jinrong  and
      Li, Xiaoyu  and
      Cao, Xuezhi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2349/",
    pages = "50505--50518",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kumar-etal-2026-leakagebench,
    title = "{L}eakage{B}ench: Document-Level Leakage Risk for Redacting Personally Identifiable Information in Document Images",
    author = "Kumar, Vishnu Prasad Vijaya  and
      Venkatesh, Santhosh  and
      Yamshchikov, Ivan P.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2350/",
    pages = "50519--50537",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fan-etal-2026-hapmoe,
    title = "{HAPM}o{E}: Heterogeneity-Aware Automatic Parallelism Planning for Mixture-of-Experts Models Training",
    author = "Fan, Mengyuan  and
      Cong, Peizhuang  and
      Huang, Zixiao  and
      Xu, Si  and
      Qiao, Tong  and
      Li, Yanghao  and
      Yang, Jing  and
      Yang, Tong  and
      Zhang, Quanlu  and
      Wang, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2351/",
    pages = "50538--50552",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-momem,
    title = "{M}o{M}em: A Mixture-of-Memory Architecture for Balancing Factual Recall and Experiential Reuse in {LLM} Agents",
    author = "Sun, Shuo  and
      Rui, Ke  and
      Hong, Xuehai",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2352/",
    pages = "50553--50570",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhao-guo-2026-order,
    title = "Any-Order in Theory, Left-to-Right in Practice: The Autoregressive Underpinnings of d{LLM}s",
    author = "Zhao, Dayuan  and
      Guo, Yiduo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2353/",
    pages = "50571--50580",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-compevo,
    title = "{C}omp{E}vo: Competition-Induced Evolution for Multi-Agent in News-Driven Time Series Forecasting",
    author = "Zhang, Yuxuan  and
      Feng, Yangyang  and
      Guan, Yong  and
      Li, Daifeng  and
      Zhang, Kexin  and
      Chen, Junlan  and
      Deng, Bowen  and
      Liu, Jun  and
      Zeng, Zehua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2354/",
    pages = "50581--50607",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kingslin-etal-2026-democratic,
    title = "Democratic {ICAI}: Debating Our Way to Steering Principles from Preferences",
    author = "Kingslin, Kevin  and
      Natekar, Anish  and
      Ranjan, Ashutosh  and
      Srivastava, Vivek  and
      Bhat, Savita  and
      Karande, Shirish",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2355/",
    pages = "50608--50654",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{won-etal-2026-sieve,
    title = "Sieve and Sage: Efficient Distraction Filtering for Reliable {RALM} Abstention",
    author = "Won, Jongbin  and
      AN, SungGeun  and
      Lee, Jay-Yoon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2356/",
    pages = "50655--50674",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{guo-etal-2026-finacumen,
    title = "{F}in{A}cumen: Financial Multimodal Reasoning via Self-Evolving Experience Memory Harness",
    author = "Guo, Pianran  and
      Zhou, Pengcheng  and
      Jian, Yucheng  and
      Chen, Shuhua  and
      Yang, Zhongliang  and
      Zhou, Linna",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2357/",
    pages = "50675--50695",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{rezkellah-etal-2026-encoders,
    title = "Encoders Strike Back: Why and How a Strong Discriminative Baseline Outperforms {LLM}s in Argument Mining Across Three Heterogeneous Datasets",
    author = "Rezkellah, Fatma-Zohra  and
      Karray, Ghassen  and
      Gubelmann, Reto",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2358/",
    pages = "50696--50713",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bitan-etal-2026-latent,
    title = "Latent Reasoning Guidance for Parallel Code Translation",
    author = "Bitan, Tomer  and
      Kaplan, Erel  and
      Bar-Yadin, Roee  and
      Ghrayeb, Lian  and
      Chen, Le  and
      Jhaveri, Samyak  and
      Hasabnis, Niranjan  and
      Oren, Gal",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2359/",
    pages = "50714--50727",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{docekal-etal-2026-oarelatedwork,
    title = "{OAR}elated{W}ork: A Large-Scale Dataset of Related Work Sections with Full-texts from Open Access Sources",
    author = "Docekal, Martin  and
      Faj{\v{c}}{\'i}k, Martin  and
      Smrz, Pavel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2360/",
    pages = "50728--50752",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{long-etal-2026-liveclawbench,
    title = "{L}ive{C}law{B}ench: Toward Faithful Evaluation of Stateful {LLM} Assistants",
    author = "Long, Xiang  and
      Du, Li  and
      Xu, Yilong  and
      Xu, RongJian  and
      LU, Qiyanhui  and
      Gao, Ying  and
      Xie, Qinhua  and
      Liu, Fangcheng  and
      Ding, Ning  and
      Wang, Haoqing  and
      Li, Ziheng  and
      Zhou, Changjiang  and
      Guo, Jianyuan  and
      Tang, Yehui",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2361/",
    pages = "50753--50766",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mokhtarabadi-etal-2026-computationally,
    title = "Computationally Invisible: Charting the {NLP} Landscape of Iranic Languages",
    author = "Mokhtarabadi, Hojjat  and
      Kargaran, Amir Hossein  and
      Shakeri, Ali  and
      Shafiei, Saba  and
      Nikeghbal, Nafiseh  and
      Manshaei, Mohammad Hossein",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2362/",
    pages = "50767--50797",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{staudinger-etal-2026-singing,
    title = "Singing from the Same {ANTHEM}: An Enriched {ACL} {A}nthology for Scholarly Comparison",
    author = "Staudinger, Moritz  and
      Kusa, Wojciech  and
      Pachinger, Pia  and
      Hanbury, Allan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2363/",
    pages = "50798--50816",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xiao-etal-2026-bnpo,
    title = "{BNPO}: Beta Normalization Policy Optimization",
    author = "Xiao, Changyi  and
      Zhang, Mengdi  and
      Cao, Yixin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2364/",
    pages = "50817--50829",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{elazar-antoniak-2026-llm,
    title = "{LLM}-Generated or Human-Written? Comparing Review and Non-Review Papers on {A}r{X}iv",
    author = "Elazar, Yanai  and
      Antoniak, Maria",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2365/",
    pages = "50830--50848",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{cheng-etal-2026-linguistic,
    title = "Linguistic Distance Segregates Latent Representations in Automatic Speech Recognition Systems",
    author = "Cheng, Ting-Hui  and
      Clemmensen, Line H  and
      Das, Sneha",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2366/",
    pages = "50849--50859",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{balog-bakken-2026-act,
    title = "``Act Like a 5th Grader'' is Not Enough: Bounding Knowledge in {LLM}-Based User Simulators",
    author = "Balog, Krisztian  and
      Bakken, Arild Michel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2367/",
    pages = "50860--50878",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{modarres-etal-2026-clin,
    title = "{CLIN}: an Objective Framework for Evaluating Creativity in Short {P}ersian Literary Text",
    author = "Modarres, Mohammad Reza  and
      Tourajmehr, Armin  and
      Yaghoobzadeh, Yadollah  and
      Pilehvar, Mohammad Taher",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2368/",
    pages = "50879--50893",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{elozeiri-etal-2026-dialects,
    title = "Can Dialects Be Steered Like Languages? Sparse Neurons and Distributed Directions in {A}rabic {LLM}s",
    author = "Elozeiri, Kareem  and
      Abassy, Mervat  and
      Kallas, Omar  and
      Dalvi, Fahim  and
      Nakov, Preslav  and
      Inui, Kentaro  and
      Durrani, Nadir",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2369/",
    pages = "50894--50918",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-probing,
    title = "Probing Fine-Grained Stereotypes and Trait Structure in Large Language Models",
    author = "Yu, Rebecca  and
      Deas, Nicholas  and
      Leach, Colin Wayne  and
      McKeown, Kathleen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2370/",
    pages = "50919--50947",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{suvarna-etal-2026-supernova,
    title = "{SUPERNOVA}: Eliciting General Reasoning in {LLM}s with Reinforcement Learning on Natural Instructions",
    author = "Suvarna, Ashima  and
      Phan, Kendrick  and
      Beikzadeh, Mehrab  and
      Bansal, Hritik  and
      Gabriel, Saadia",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2371/",
    pages = "50948--50972",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bezancon-etal-2026-pico,
    title = "{PICO} Entity Datasets and Methodologies in the Context of Randomized Controlled Trials: A Case Study",
    author = "Bezan{\c{c}}on, Julien  and
      Zweigenbaum, Pierre  and
      Naderi, Nona",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2372/",
    pages = "50973--50983",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gupta-etal-2026-alignment,
    title = "How Does Alignment Tuning Shape Representations of Sycophancy and Related Cue-Induced Biases in {LLM}s?",
    author = {Gupta, Prakhar  and
      Zhang, Terry Jingchen  and
      Draye, Florent  and
      Sch{\"o}lkopf, Bernhard  and
      Jin, Zhijing},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2373/",
    pages = "50984--51001",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-h2,
    title = "{H}$^2$-{MRG}: Hierarchical Heterogeneous Graph Based Medical Report Generation with Fine-Grained Disease-Specific Modeling",
    author = "Chen, Libiao  and
      Nie, Dong  and
      Tang, Zhenyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2374/",
    pages = "51002--51015",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zeng-etal-2026-grap,
    title = "{G}ra{P}-Mem: Granularity-Aware Planning for Adaptive Memory Access in Long-Horizon {LLM} Agents",
    author = "Zeng, Qinyang  and
      Dong, Jinhao  and
      LU, Wei  and
      Du, Xiaoyong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2375/",
    pages = "51016--51032",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nguyen-etal-2026-flour,
    title = "{FLOUR}: Mixing the Right Ingredients for {LLM} Unlearning in Latent Space",
    author = "Nguyen, Thuy Dung  and
      Nguyen, Giang  and
      Johnson, Taylor T  and
      Leach, Kevin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2376/",
    pages = "51033--51051",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hu-etal-2026-metaphors,
    title = "Metaphors are a Source of Cross-Domain Misalignment of Large Reasoning Models",
    author = "Hu, Zhibo  and
      Wang, Chen  and
      Shu, Yanfeng  and
      Paik, Hye-young  and
      Zhu, Liming",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2377/",
    pages = "51052--51069",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{guo-etal-2026-towards,
    title = "Towards Natural Personalization: Evaluating Long-Horizon Preference Following in Personalized User-{LLM} Interactions",
    author = "Guo, Qianyun  and
      Li, Yibo  and
      Liu, Yue  and
      Hooi, Bryan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2378/",
    pages = "51070--51105",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{peng-etal-2026-state2state,
    title = "{S}tate2{S}tate: Revealing Compositional Safety Failures through State-Transition Reasoning",
    author = "Peng, Chu-Jun  and
      Lin, Zhong-Wei  and
      Tseng, Yu-Wen  and
      Shuai, Hong-Han  and
      Cheng, Wen-Huang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2379/",
    pages = "51106--51121",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ojha-etal-2026-developers,
    title = "What Do Developers Ask? A Taxonomy of Code Related Questions",
    author = "Ojha, Ashutosh  and
      Saxena, Ashita  and
      Pateel, Varshini Reddy  and
      Kodeswaran, Palanivel  and
      Sen, Sayandeep  and
      Tamilselvam, Srikanth G.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2380/",
    pages = "51122--51140",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hakimi-etal-2026-still,
    title = "Do We Still Need Humans in the Loop? Human vs. {LLM} Annotation in Active Learning for {T}ik{T}ok Hate Speech Detection",
    author = "Hakimi, Ahmad Dawar  and
      Hirlimann, Lea  and
      Augenstein, Isabelle  and
      Schuetze, Hinrich",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2381/",
    pages = "51141--51170",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zengaffinen-etal-2026-llms,
    title = "Can {LLM}s Model Incorrect Student Reasoning? A Case Study on Distractor Generation for Multiple-Choice Questions",
    author = "Zengaffinen, Yanick  and
      Opedal, Andreas  and
      Rooein, Donya  and
      Srivatsa, Kv Aditya  and
      Sonkar, Shashank  and
      Sachan, Mrinmaya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2382/",
    pages = "51171--51206",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-gta,
    title = "{GTA}-{RAG}: Graph-Trajectory-Augmented Reinforcement Learning for Multi-Turn Retrieval-Augmented Reasoning",
    author = "Chen, Jun  and
      Liu, Yongchao  and
      Qiu, Pengyu  and
      Zheng, Jiajun  and
      Zhang, Juelu  and
      Zeng, Yujie  and
      Zhang, Qin  and
      Qiao, Ziyue  and
      Luo, Xiao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2383/",
    pages = "51207--51218",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-finhopper,
    title = "{F}in{H}opper: A Progressive Multi-Hop Benchmark for Complex Financial Agents with Step-wise Evaluation",
    author = "Wu, Yuxuan  and
      Lin, Miaopei  and
      Ying, Qiufang  and
      Dan, Lin  and
      Zhao, Hao  and
      Liu, Qirui  and
      Shen, Yuteng  and
      Wu, Shaohui  and
      Weihongluo  and
      Du, Xiku  and
      Tang, Xing  and
      Chen, Hao",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2384/",
    pages = "51219--51246",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-retrieve,
    title = "To Retrieve or To Think? Cross-Boundary Context Evolution for Multi-hop Complex Reasoning",
    author = "Chen, Rubing  and
      Wang, Jian  and
      Li, Wenjie  and
      Wei, Xiao-Yong  and
      Qing, Li",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2385/",
    pages = "51247--51259",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{thaepprasit-etal-2026-limits,
    title = "What Limits Us? Analyzing Self-Reported Limitations in {NLP} Research",
    author = "Thaepprasit, Tawan  and
      Kehasukcharoen, Peeranuth  and
      Wang, Ding  and
      Denton, Remi  and
      Vateekul, Peerapon  and
      Lertvittayakumjorn, Piyawat",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2386/",
    pages = "51260--51297",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wenbo-etal-2026-ask,
    title = "Ask Better Questions: Learning Efficient Information-Seeking Policy for Clinical Cold-Start Dialogue",
    author = "Wenbo, Li  and
      Cai, Le  and
      Liu, Jiawei  and
      Yu, Jinhong  and
      Chen, Zhuo  and
      Luo, Zhuoran  and
      Qingqing, Yang  and
      Cheng, Gao  and
      Cheng, Qikai  and
      Lu, Wei  and
      Liu, Xiaozhong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2387/",
    pages = "51298--51328",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bajpai-etal-2026-multilingual,
    title = "Are Multilingual Models Improving? Revisiting Cross-Lingual Transfer",
    author = "Bajpai, Prasoon  and
      Briakou, Eleftheria  and
      Jyothi, Preethi  and
      Piratla, Vihari",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2388/",
    pages = "51329--51357",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bansal-etal-2026-vibe,
    title = "Can Vibe Coders Really Pass the Vibe Check? An Empirical Analysis of Fault-Targeted Reasoning in Frontier {LLM}s",
    author = "Bansal, Srijan  and
      Jiao, Fangkai  and
      Zhou, Yilun  and
      Xu, Austin  and
      Joty, Shafiq  and
      Yavuz, Semih",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2389/",
    pages = "51358--51371",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gao-etal-2026-msi,
    title = "{MSI}-{SQL}: Unleashing Data Potential of Large Language Models for Text-to-{SQL} via Multi-Task Self-Iterative Generation",
    author = "Gao, Li  and
      Wang, Zixuan  and
      Peng, Boci  and
      Nie, Mingjun  and
      Luo, Huan  and
      Gan, Chun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2390/",
    pages = "51372--51382",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wan-etal-2026-dspp,
    title = "{DSPP}: Dataset-Specific Progressive Pruning for Efficient and Generalizable {LLM} Deployment",
    author = "Wan, Lichuan  and
      Jiang, Huiqiang  and
      Liu, Wenxuan  and
      Yang, Hua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2391/",
    pages = "51383--51396",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{vo-etal-2026-en,
    title = "En-{V}i{M}ed{NER}: An {E}nglish-{V}ietnamese Parallel Biomedical Corpus with {UMLS} Semantic Type Annotations",
    author = "Vo, Nhu  and
      Nguyen, Phuong  and
      Le, Nu Uyen Phuong  and
      Jauregi Unanue, Inigo  and
      Le, Dung D.  and
      Piccardi, Massimo  and
      Buntine, Wray",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2392/",
    pages = "51397--51418",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yanagisawa-etal-2026-mitigation,
    title = "On Mitigation of Subliminal Learning",
    author = "Yanagisawa, Atsushi  and
      Gho, Brendan  and
      Narender, Rajendran Ramesh Babu Manoj  and
      Jacob, Joel  and
      Zhu, Kevin  and
      Panwar, Madhur  and
      Mari, Antonio",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2393/",
    pages = "51419--51440",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lasik-etal-2026-reassessing,
    title = "Reassessing High-Performing {LLM}s on {P}olish Medical Exams: True Competence or Bias-Driven Performance?",
    author = "Lasik, Antoni  and
      Pokrywka, Jakub  and
      Grzybowski, {\L}ukasz  and
      Kaczmarek, Jeremi Ignacy  and
      Korza{\'n}ska, Gabriela  and
      {\'S}wieczkowski-Feiz, Janusz  and
      Pastuszek, Oskar  and
      Hoffman, Paulina  and
      Dabrowski, Jakub Tomasz  and
      Kusa, Wojciech",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2394/",
    pages = "51441--51467",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-vict,
    title = "{VICT}: Verifier-Instrumented Credit Tracing for Reinforcement Learning of Long-Horizon {LLM} Agents",
    author = "Li, Pengcheng  and
      Zhang, Zhengyang  and
      Zhang, Dongxu  and
      Huang, Sui  and
      Ma, Shaohua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2395/",
    pages = "51468--51486",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-circuitlens,
    title = "{C}ircuit{L}ens: Reasoning Circuits as Data Selection Signals for Reinforcement Learning with Verifiable Rewards",
    author = "Chen, Zhuofan  and
      Jiao, Ziqian  and
      Cui, Yikai  and
      Cai, Zhixin  and
      Bai, Jun  and
      Rong, Wenge",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2396/",
    pages = "51487--51504",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kaesberg-etal-2026-visual,
    title = "Is Visual Prompting All You Need? Studying {VLM} Spatial Reasoning under Progressive Visual Scaffolds",
    author = "Kaesberg, Lars Benedikt  and
      Yang, Tianyu  and
      Wunderlich, Florian Valentin  and
      Ruas, Terry  and
      Kurzawe, Daniel  and
      Wahle, Jan Philip  and
      Gipp, Bela",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2397/",
    pages = "51505--51526",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sternberg-etal-2026-interleaved,
    title = "Interleaved Speech Language Models Latently Work In Text",
    author = "Sternberg, Talia  and
      Maimon, Gallil  and
      Adi, Yossi",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2398/",
    pages = "51527--51555",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bhattacharjee-etal-2026-provenance,
    title = "Provenance-Grounded Gating and Adaptive Recovery in Synthetic Post-Training Data Curation",
    author = "Bhattacharjee, Soham  and
      Sharma, Karun  and
      Sankarapu, Vinay Kumar  and
      Seth, Pratinav",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2399/",
    pages = "51556--51566",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{greco-etal-2026-morality,
    title = "``My own morality, my own mind'': Persona-Conditioned Moral and Cultural Reception on Trump Messages",
    author = "Greco, Candida Maria  and
      Yeste, V{\'i}ctor  and
      Tagarelli, Andrea  and
      Rosso, Paolo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2400/",
    pages = "51567--51595",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-discriminative,
    title = "Discriminative World Models for Web Agents",
    author = "Li, Kelvin  and
      Pendharkar, Dhruv  and
      Pahilajani, Anish  and
      Shang, Chuyi  and
      Oks, Leon  and
      Karlinsky, Leonid  and
      Feris, Rogerio  and
      Darrell, Trevor  and
      Herzig, Roei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2401/",
    pages = "51596--51611",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{long-etal-2026-rebound,
    title = "{R}e{B}ound: Relevance-Boundary Supervision for Distractor-Robust Mathematical Reasoning",
    author = "Long, Jiahui  and
      Shou, Lidan  and
      Li, Huan  and
      Chen, Ke",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2402/",
    pages = "51612--51627",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{golde-etal-2026-matters,
    title = "What Matters When Building Universal Multilingual Named Entity Recognition Models?",
    author = "Golde, Jonas  and
      Haller, Patrick  and
      Akbik, Alan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2403/",
    pages = "51628--51647",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{popov-etal-2026-beyond,
    title = "Beyond Prompts: A Systematic Study of {LLM}-Based Machine Translation Evaluators",
    author = "Popov, Dmitry  and
      Bokhyan, Roman  and
      Enikeeva, Ekaterina  and
      Mekhraliev, Artem  and
      Vysotsky, Stepan  and
      Karpachev, Nikolay",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2404/",
    pages = "51648--51664",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhou-etal-2026-routing,
    title = "Routing-Aware Head Amplification for Multimodal Long-Chain-of-Thought Reasoning",
    author = "Zhou, Chuhao  and
      Wu, Zonghan  and
      Lu, Haolang  and
      Wang, Kun  and
      Yao, Weiran  and
      Pang, Linsey  and
      Mehrotra, Prakhar  and
      Wen, Qingsong  and
      Shao, Yilei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2405/",
    pages = "51665--51676",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{li-etal-2026-higher,
    title = "Higher-Dimensional Rotary Position Embedding",
    author = "Li, Yixing  and
      Xie, Ruobing  and
      Zhang, Yudong  and
      Bai, Yushi  and
      Sun, Samm  and
      Cheng, Yu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2406/",
    pages = "51677--51692",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-agent,
    title = "Agent Memory Distillation: Empowering Small {LLM} Agents with Hierarchical Teacher Memory",
    author = "Kim, Taeil  and
      Kim, Kangsan  and
      Hwang, Sung Ju",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2407/",
    pages = "51693--51719",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nawal-etal-2026-relevance,
    title = "Relevance as a Vulnerability: How Web Retrieval Degrades Safety Alignment in {LLM} Agents",
    author = "Nawal, Aditya  and
      Baser, Manit  and
      Gurusamy, Mohan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2408/",
    pages = "51720--51746",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{igor-etal-2026-simplexlora,
    title = "{S}implex{L}o{RA}: Dynamic Rank Updating via Alternating Minimization with Simplex Projection",
    author = "Igor, Shalygin  and
      Davydenko, Grigorii  and
      Veprikov, Andrey  and
      Antonov, Aleksey  and
      Bushkov, Nikolay  and
      Moiseev, Stanislav  and
      Beznosikov, Aleksandr",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2409/",
    pages = "51747--51756",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mohammed-etal-2026-far,
    title = "How Far Can Machine Translation Quality Take You? Extrinsic Discourse Evaluation in Goal-Oriented Setups",
    author = "Mohammed, Wafaa  and
      Naszadi, Kata  and
      Niculae, Vlad",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2410/",
    pages = "51757--51778",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{bouhedja-etal-2026-carve,
    title = "{CARVE}: Verified Expansion for Variable-Length Generation in Diffusion Language Models",
    author = "Bouhedja, Wail  and
      Mohamed, Amr  and
      Shang, Guokan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2411/",
    pages = "51779--51795",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{datta-etal-2026-llms,
    title = "{LLM}s Decide Early and Explain Later: You Can Stop Them Early",
    author = "Datta, Ayan  and
      Zhao, Zhixue  and
      Marreddy, Mounika  and
      Verma, Bhuvanesh  and
      Mamidi, Radhika  and
      Mehler, Alexander",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2412/",
    pages = "51796--51822",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xu-etal-2026-knowvis,
    title = "{K}now{V}is: Knowledge-Centric Visual Summarization for Video Lectures",
    author = "Xu, Yi  and
      Hou, Yifan  and
      Zhang, Xiaoyu",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2413/",
    pages = "51823--51840",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{banfi-etal-2026-understanding,
    title = "Understanding Failures in {LLM} Reasoning by Learning Structured Representations of Chain-of-Thought",
    author = "Banfi, Tommaso Felice  and
      Akhtar, Mubashara  and
      Ni, Jingwei  and
      Sachan, Mrinmaya",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2414/",
    pages = "51841--51862",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-ladders,
    title = "Ladders in Chaos: When, How, (and Perhaps Why) Does Test-Time Scaling Improve {LLM} Machine Translation",
    author = "Wu, Di  and
      Troshin, Sergey  and
      Monz, Christof  and
      Fokkens, Antske  and
      Niculae, Vlad",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2415/",
    pages = "51863--51893",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wu-etal-2026-clinical,
    title = "When Clinical Notes Are Incomplete: Fusing Clinical Notes and Time Series Using Diffusion-based Models",
    author = "Wu, Feilong  and
      Yin, Kejing  and
      Cheung, William K.",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2416/",
    pages = "51894--51913",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{liu-etal-2026-enhancing-sae,
    title = "Enhancing {SAE}-based Steering via Neighbor Integrated Feature Selection",
    author = "Liu, Yutian  and
      Wang, Xu  and
      Zou, Difan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2417/",
    pages = "51914--51928",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{antoun-etal-2026-llm,
    title = "{LLM} Forensics: Where Do Backdoors Hide? Localizing and Controlling Trigger Mechanisms with Sparse Autoencoders",
    author = "Antoun, Wissam  and
      Kulumba, Francis  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 = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2418/",
    pages = "51929--51947",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yang-etal-2026-trustmem,
    title = "{T}rust{M}em: Learning Trustworthy Memory Consolidation for {LLM} Agents with Long-Term Memory",
    author = "Yang, Tianyu  and
      Paul, Sudipta  and
      Srinivasan, Vijay  and
      Kulkarni, Vivek  and
      Chappidi, Srinivas",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2419/",
    pages = "51948--51965",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{finlay-etal-2026-caliber,
    title = "{CALIBER}: Calibrating Confidence Before and After Reasoning in Language Models",
    author = "Finlay, Conor  and
      Kurien, Joshua  and
      Dash, Saurabh  and
      Fadaee, Marzieh  and
      Ermis, Beyza",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2420/",
    pages = "51966--51980",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hu-etal-2026-ci,
    title = "{CI}-{RELAY}: Contextual Integrity Mediation for Privacy in {LLM}-based Multi-Agent Systems",
    author = "Hu, Runshan  and
      Dong, Yukun  and
      Bi, Jia  and
      Zhu, Chenyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2421/",
    pages = "51981--52001",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{royer-etal-2026-closing,
    title = "Closing the Cross-Dialect Gap: Query Plans as a Portable Interface in Text-to-{SQL}",
    author = "Royer, Corentin  and
      Oester, Robin  and
      Perlitz, Yotam  and
      Metz, Yannick  and
      Giovannini, Andrea  and
      El-Assady, Mennatallah",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2422/",
    pages = "52002--52021",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kolodziejczyk-etal-2026-investigating,
    title = "Investigating Query-Insensitive Behavior in Spatio-Temporal Video Grounding",
    author = "Ko{\l}odziejczyk, Eryk  and
      Presta, Alberto  and
      Szurkowski, Karol  and
      Byra, Michal",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2423/",
    pages = "52022--52030",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ridoy-etal-2026-language,
    title = "From Language Specifications to Executable {T}uring Machines: Evaluating {LLM}s as Computational Machine Designers",
    author = "Ridoy, Shahriyar Zaman  and
      Hasan, S. M. Muhtasimul  and
      Wasi, Azmine Toushik  and
      Tshering, Kinga  and
      Tonmoy, Koushik Ahamed  and
      Khan, Md Mosaddek",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2424/",
    pages = "52031--52052",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yu-etal-2026-informed,
    title = "Informed Masking: Structure-Aware Perturbation for Reinforcement Learning in Diffusion Large Language Models",
    author = "Yu, Xiaoyi  and
      Sangineto, Enver  and
      Fu, Pei  and
      Parascandolo, Fiorenzo  and
      Tan, Wenhui  and
      Zhang, Ruikang  and
      Cucchiara, Rita  and
      Song, Ruihua  and
      Luan, Jian",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2425/",
    pages = "52053--52069",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jeong-etal-2026-investigating,
    title = "Investigating Assistant Bias in {LLM} User Simulators Using a Role Vector",
    author = "Jeong, Daeheon  and
      Lee, Yoonjoo  and
      Choi, Eugene  and
      van der Ben, Sinie  and
      Kim, Juho",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2426/",
    pages = "52070--52104",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{poon-etal-2026-werewolf,
    title = "{WEREWOLF}: Reputation-Aware Red-Teaming for Self-Organizing {LLM} Multi-Agent Systems",
    author = "Poon, Manhin  and
      Zeng, Qirun  and
      Dai, Xiangxiang  and
      Zuo, Jinhang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2427/",
    pages = "52105--52116",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{varangot-reille-etal-2026-targeting,
    title = "Targeting the Exceptions: Online Active Learning for Retrieval-Based {LLM} Routers",
    author = "Varangot-Reille, Clovis  and
      Gourru, Antoine  and
      Bouvard, Christophe  and
      Jeudy, Baptiste",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2428/",
    pages = "52117--52135",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lv-etal-2026-gmts,
    title = "{GMTS}: Gradient Magnitude-based Token Selection Improves {RLVR} Training for {LLM} Reasoning",
    author = "Lv, Outongyi  and
      Zhang, Yuanwei  and
      Zhang, Xiaoqun",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2429/",
    pages = "52136--52149",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ploner-akbik-2026-variable,
    title = "Variable-Rank Adaptation: A Comprehensive Survey of Rank Budgeting {L}o{RA} Variants",
    author = "Ploner, Max  and
      Akbik, Alan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2430/",
    pages = "52150--52172",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chae-etal-2026-exponential,
    title = "Exponential-Tilted Unlearning",
    author = "Chae, Sungwon  and
      Kim, Keonwoo  and
      Kim, Hoki",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2431/",
    pages = "52173--52199",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{russo-etal-2026-moraltrajectories,
    title = "{M}oral{T}rajectories: Evaluating Moral Steerability in Large Language Models",
    author = "Russo, Daniel  and
      Stranisci, Marco Antonio  and
      Araque, Oscar  and
      Guerini, Marco",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2432/",
    pages = "52200--52216",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{randl-etal-2026-quantifying,
    title = "Quantifying Retriever-Generator Alignment in {RAG} with Local Explanations",
    author = "Randl, Korbinian  and
      Rocchietti, Guido  and
      Henriksson, Aron  and
      Abedjan, Ziawasch  and
      Lindgren, Tony  and
      Pavlopoulos, John",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2433/",
    pages = "52217--52241",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-smmu,
    title = "{SMMU}: Benchmarking Social Intelligence of Multimodal Large Language Models",
    author = "Chen, Gordon  and
      Huang, Ziqi  and
      Zeng, Ailing  and
      Mei, Chuhan  and
      Hu, Kairui  and
      Tong, Xin  and
      Liu, Ziwei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2434/",
    pages = "52242--52254",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kim-etal-2026-trust,
    title = "Trust the Uncertain Teacher: Distilling Dark Knowledge via Calibrated Uncertainty",
    author = "Kim, Jeonghyun  and
      Xuan, Richeng  and
      Noh, Hyung Wook  and
      Kim, Soo Kyung  and
      Cho, Hyunsoo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2435/",
    pages = "52255--52274",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kashyap-etal-2026-far,
    title = "How Far Can Current Tokenizers Go in {B}angla? A Benchmark and a Morphology-Aware Solution",
    author = "Kashyap, Gautam Siddharth  and
      Hoque, MD Azizul  and
      Srivastava, Kinjalk  and
      Jalan, Pratik  and
      Kar, Subhashis  and
      Naseem, Usman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2436/",
    pages = "52275--52284",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{la-cava-etal-2026-argues,
    title = "Who Argues What? Joint Argument-Entity Detection and Classification in Political Debates",
    author = "La Cava, Lucio  and
      Monea, Stefano Francesco  and
      Greco, Sergio",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2437/",
    pages = "52285--52302",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{gustafsson-nivre-2026-text,
    title = "Text-Based Veracity Assessment of Verbal Statements in {S}wedish",
    author = "Gustafsson, Clara  and
      Nivre, Joakim",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2438/",
    pages = "52303--52320",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{pan-etal-2026-evolving,
    title = "Evolving Agents in the Dark: Retrospective Harness Optimization via Self-Preference",
    author = "Pan, Wenbo  and
      Liu, Shujie  and
      Lin, Chin-Yew  and
      Zeng, Jingying  and
      Tang, Xianfeng  and
      Zhou, Xiangyang  and
      Lu, Yan  and
      Jia, Xiaohua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2439/",
    pages = "52321--52362",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{han-etal-2026-guide,
    title = "{GUIDE}: Guiding Internal Evidence with Language Instructions",
    author = "Han, Caren  and
      Chung, Hyunsuk  and
      Kim, Jinwoo  and
      Ji, Seungyeon  and
      Han, Kyungreem",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2440/",
    pages = "52363--52384",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{takeshita-etal-2026-mrl,
    title = "To {MRL} or not to {MRL}: Text Embeddings are Robust to Truncation Without Matryoshka Learning, Except In Heavy Truncation Scenarios",
    author = "Takeshita, Sotaro  and
      Takeshita, Yurina  and
      Ponzetto, Simone Paolo  and
      Ruffinelli, Daniel",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2441/",
    pages = "52385--52404",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{valentini-etal-2026-neural,
    title = "Do Neural Retrievers Prefer Certain Documents? Evidence of Learned Relevance Priors",
    author = "Valentini, Francisco  and
      Altszyler, Edgar  and
      Faj{\v{c}}{\'i}k, Martin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2442/",
    pages = "52405--52428",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{diskind-etal-2026-cross,
    title = "Cross-Lingual Exploration for Parametric Knowledge",
    author = "Diskind, Elisha  and
      Trainin, Itamar  and
      Shaham, Uri  and
      Choshen, Leshem  and
      Szpektor, Idan  and
      Abend, Omri",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2443/",
    pages = "52429--52466",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wan-etal-2026-end,
    title = "End-to-End Differentiable Optimization of Tool-Augmented Visual Reasoning via Probabilistic Graphs",
    author = "Wan, Wentao  and
      Wu, Kaiyu  and
      Ma, Qingyang  and
      Kang, Nan  and
      Chen, Yunjie  and
      Lin, Liang  and
      Wang, Keze",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2444/",
    pages = "52467--52482",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{fillies-etal-2026-algospeak,
    title = "Algospeak, Hiding in the Open: The Trade-off Between Legible Meaning and Detection Avoidance",
    author = "Fillies, Jan  and
      Robertson, Ronald E.  and
      Hancock, Jeffrey",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2445/",
    pages = "52483--52497",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{xia-etal-2026-ai,
    title = "From {AI} Assistant to {AI} Scientist: Autonomous Discovery of {LLM}-{RL} Algorithms with {LLM} Agents",
    author = "Xia, Sirui  and
      Zhang, Yikai  and
      Chen, Aili  and
      Wu, Siye  and
      Yuan, Siyu  and
      Xiao, Yanghua",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2446/",
    pages = "52498--52523",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{choi-etal-2026-llms,
    title = "Can {LLM}s Imagine Moral Alternatives Beyond Binary Dilemmas?",
    author = "Choi, Jongchan  and
      Yang, Nari  and
      Park, Sung Soo  and
      Cho, Jaemin  and
      Seoyoung, Han  and
      Shin, Haerin  and
      Park, Jun-Hyung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2447/",
    pages = "52524--52550",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ouyang-etal-2026-definition,
    title = "Definition-Only {RAG} for Financial {QA}: Average Gains and a Diagnostic Boundary",
    author = "Ouyang, Leyi  and
      Marrese-Taylor, Edison  and
      Matsuo, Yutaka",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2448/",
    pages = "52551--52560",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zhang-etal-2026-vfpo,
    title = "{VFPO}: Variance-aware Negative Feedback Policy Optimization for Mitigating Entropy Collapse via Group Statistics",
    author = "Zhang, Bo  and
      Zeng, Zinan  and
      Zhou, Juntong  and
      Chong, Dading  and
      Ding, Zhenyu  and
      Wu, Dengpeng  and
      Ding, Ning  and
      Zhou, Peilin",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2449/",
    pages = "52561--52588",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{choi-etal-2026-easily,
    title = "``{I}'' can easily jailbreak {LLM}s",
    author = "Choi, Eunkyung  and
      Kim, Yeeun  and
      Kang, Juheon  and
      Hwang, Wonseok",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2450/",
    pages = "52589--52608",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lu-etal-2026-knowing,
    title = "Knowing When to Speak: Aligning {LLM} Honesty via Solvability-Aware Preference Optimization",
    author = "Lu, Wenpeng  and
      Zhao, Xueguan  and
      Lin, Shuxia  and
      Zhang, Linhai  and
      Zheng, Chaoqun  and
      Zhang, Weiyu  and
      Si, Jiasheng",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2451/",
    pages = "52609--52626",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{chen-etal-2026-dont,
    title = "Don{'}t Start from Scratch: Memory-Informed Detoxification for Safer {LLM} Responses",
    author = "Chen, Pengze  and
      Wang, Jiachuan  and
      Sun, Weijie  and
      Ni, Wangze  and
      Chen, Lei",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2452/",
    pages = "52627--52644",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{yost-etal-2026-measure,
    title = "Measure what Matters: Psychometric Evaluation of {AI} with Situational Judgment Tests",
    author = "Yost, Alexandra  and
      Jain, Shreyans  and
      Raval, Shivam  and
      Corser, Grant C.  and
      Xu, Nina  and
      Roush, Allen G  and
      Hammack, Jacqueline  and
      Ziv, Ravid Shwartz  and
      Abdullah, Amir",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2453/",
    pages = "52645--52750",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{lee-etal-2026-stop,
    title = "Can We Stop Malicious {AI}? {KILLBENCH}: A Benchmark for External {AI} Kill Switch Feasibility",
    author = "Lee, Sechan  and
      Kim, Hyounghun  and
      Park, Sangdon",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2454/",
    pages = "52751--52798",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{nahum-etal-2026-answers,
    title = "From Answers to Interpretations: Rethinking Ambiguity-Induced Aleatoric Uncertainty Estimation in {LLM}s",
    author = "Nahum, Omer  and
      Nayman, Niv  and
      Fhima, Jonathan  and
      Zolfi, Alon  and
      Levy, Jeremy  and
      Mazor, Shai  and
      Favaro, Paolo",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2455/",
    pages = "52799--52827",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{ellis-etal-2026-patients,
    title = "When Patients Cut In: Extending Clinical Conversational {AI} Safety to Interruptions",
    author = "Ellis, Zachary  and
      Hazel, Spencer  and
      Brandt, Adam  and
      Lim, Ernest  and
      He, Yajie Vera  and
      Joselowitz, Jared",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2456/",
    pages = "52828--52852",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{mondal-etal-2026-indicsafeeval,
    title = "{I}ndic{S}afe{E}val: Safety Robustness of Large Language Models under Multilingual Persuasive Jailbreak Attacks",
    author = "Mondal, Saikat  and
      Mamta, Mamta  and
      Varshney, Deeksha  and
      Cocarascu, Oana  and
      Ekbal, Asif",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2457/",
    pages = "52853--52889",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{hartmann-etal-2026-bye,
    title = "Bye Bye Perspective {API}: Lessons for Building and Governing Measurement Infrastructure",
    author = "Hartmann, David  and
      Tonneau, Manuel  and
      Kraft, Angelie  and
      Seiling, LK  and
      Staufer, Dimitri  and
      Delobelle, Pieter  and
      Fillies, Jan  and
      Luther, Anna Ricarda  and
      Batzner, Jan  and
      Lisker, Mareike",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2458/",
    pages = "52890--52914",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sun-etal-2026-gapd,
    title = "{GAPD}: Gold-Action Policy Distillation for Agentic Reinforcement Learning in Knowledge Base Question Answering",
    author = "Sun, Xin  and
      Xie, Jianan  and
      Chen, Zhongqi  and
      Liu, Qiang  and
      Wu, Shu  and
      Song, Bowen  and
      Wang, Weiqiang  and
      Wang, Zilei  and
      Wang, Liang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2459/",
    pages = "52915--52935",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{olvera-etal-2026-probing,
    title = "Probing Large Audio-Language Models for Compositional Understanding of Sounding Actions",
    author = {Olvera, Michel  and
      Stamatiadis, Paraskevas  and
      Wang, Changhong  and
      Richard, Ga{\"e}l},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2460/",
    pages = "52936--52950",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{tang-etal-2026-beyond-turn,
    title = "Beyond Turn Limits: Training Deep Search Agents with Dynamic Context Window",
    author = "Tang, Qiaoyu  and
      Xiang, Hao  and
      Yu, Le  and
      Yu, Bowen  and
      Lu, Yaojie  and
      Han, Xianpei  and
      Sun, Le  and
      Zhang, Wenjuan  and
      Wang, Pengbo  and
      Liu, Shixuan  and
      Zhang, Zhenru  and
      Tu, Jianhong  and
      Lin, Hongyu  and
      Lin, Junyang",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2461/",
    pages = "52951--52982",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{han-etal-2026-ebs,
    title = "{EBS}: Efficient Block-Sparse Framework for Continual Learning of Large Language Models",
    author = "Han, Zhixin  and
      Gao, Hang  and
      Bai, Yinhao  and
      Zhao, Yuhua  and
      Luo, Bitong  and
      li, Zhiyu  and
      Hu, Mengting  and
      Huang, Minlie",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2462/",
    pages = "52983--52993",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{baek-etal-2026-internalizing,
    title = "Internalizing Negation-Gated Logical Rules into {LLM}s for Document-Level Relation Extraction",
    author = "Baek, Hye-Yoon  and
      Ji, Sangjun  and
      Seo, Jimyeung  and
      Koo, Hae-Yoon  and
      Jin, Xiongnan  and
      Oh, Byungkook",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2463/",
    pages = "52994--53011",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{pfister-etal-2026-assembly,
    title = "Some Assembly Required: Pointer-Decoded {S}eq2{S}eq Models for {G}erman Without a Native {S}eq2{S}eq Backbone",
    author = {Pfister, Jan  and
      V{\"o}lker, Tom  and
      Hotho, Andreas},
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2464/",
    pages = "53012--53027",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{vemula-krishnamurthy-2026-tokens,
    title = "What Tokens are Learned when Tokenization is Optimized Jointly with Language Modeling?",
    author = "Vemula, Saketh Reddy  and
      Krishnamurthy, Parameswari",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2465/",
    pages = "53028--53048",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{jeong-etal-2026-replacing,
    title = "Replacing Training with Memory: Listwise Selection for Text-to-{SQL}",
    author = "Jeong, Yeonseok  and
      Yoon, Soyoung  and
      Lee, Seongjun  and
      Hwang, Seung-Won",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2466/",
    pages = "53049--53067",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{sara-etal-2026-multi,
    title = "Multi-turn Conversational {AI} from Text to Multimodal Interaction: Data, Models, Evaluation, and Open Challenges",
    author = "Sara, Syeda Faiza Ahmed  and
      Sheikh Ali, Zien  and
      Hassan Bhatti, Hunzalah  and
      Alam, Firoj  and
      Chowdhury, Shammur Absar",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2467/",
    pages = "53068--53105",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{park-etal-2026-kcsat,
    title = "{KCSAT}-{ML}: Probing Reasoning Models with Nationwide-Cohort Human Difficulty",
    author = "Park, Sanghee  and
      Kim, Geewook  and
      Kim, Kee-Eung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2468/",
    pages = "53106--53129",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-one-rate,
    title = "One Rate Is Not Enough: Adaptive Anisotropic Learning Rates for {L}o{RA} Fine-Tuning",
    author = "Wang, Huiyi  and
      Liu, Daijiao  and
      Yao, Lina  and
      Gong, Dong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2469/",
    pages = "53130--53149",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{kurpath-etal-2026-omni,
    title = "Omni-Embed-Mini: Binding Modalities Without Forgetting via Dense Distillation",
    author = "Kurpath, Mohammed Irfan  and
      Kaithakkodan, Jaseel Muhammad  and
      Mullappilly, Sahal Shaji  and
      Laptev, Ivan  and
      Cholakkal, Hisham",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2470/",
    pages = "53150--53175",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-evobrowsecomp,
    title = "{E}vo{B}rowse{C}omp: Benchmarking Search Agents on Evolving Knowledge",
    author = "Wang, Yunhan  and
      Wang, Jiaan  and
      Huang, Lianzhe  and
      Zeng, Xianfeng  and
      Meng, Fandong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2471/",
    pages = "53176--53190",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{glazyrina-etal-2026-soft,
    title = "Soft Sequence Policy Optimization",
    author = "Glazyrina, Svetlana  and
      Kryzhanovskiy, Maksim  and
      Ischenko, Roman",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2472/",
    pages = "53191--53201",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{leiter-etal-2026-excam,
    title = "{E}x{CAM}: Explainable Cultural Awareness Metrics",
    author = "Leiter, Christoph  and
      Song, Haiyue  and
      Kaing, Hour  and
      Tei, Jin  and
      Tanaka, Hideki  and
      Utiyama, Masao  and
      Eger, Steffen",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2473/",
    pages = "53202--53230",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{zou-etal-2026-latent,
    title = "Why Latent Chain-of-Thought Helps Exploration but Hurts Precise Computation",
    author = "Zou, Jiaxuan  and
      Xiong, Yaozhong  and
      Liu, Yong",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2474/",
    pages = "53231--53258",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{park-kim-2026-prism,
    title = "{PRISM}-{VLM}: A Multi-Axis Discriminative Benchmark for Compact Vision-Language Models",
    author = "Park, Sanghee  and
      Kim, Kee-Eung",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2475/",
    pages = "53259--53287",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-cpf,
    title = "{CPF}: Concept-based Probabilistic Fingerprinting for Copyright Protection in Multimodal Large Language Models",
    author = "Wang, Xinghao  and
      Zheng, Xiaofan  and
      Peng, Peng  and
      Luo, Minnan",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2476/",
    pages = "53288--53304",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{prasad-etal-2026-baitbench,
    title = "{BAITBENCH}: Measuring Agent Reward Hacking with Optional Shortcuts Planted in {ML} Tasks",
    author = "Prasad, Pradyumna Shyama  and
      Anto, Meiri  and
      Eshuijs, Leon  and
      Moncarz, Julian  and
      Kislay, Kaustubh  and
      Vazquez, Juan J",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2477/",
    pages = "53305--53320",
    ISBN = "979-8-89176-462-0"
}
@inproceedings{wang-etal-2026-survey-entropy,
    title = "A Survey on Entropy Mechanism in Large Reasoning Models",
    author = "Wang, Zihan  and
      Xu, Xingle  and
      Wang, Hao  and
      Ye, Yiwen  and
      Li, Yuchen  and
      Wang, Linhao  and
      Tan, Hongze  and
      Wang, Peidong  and
      Feng, Shi  and
      Chen, Guoqing  and
      Lin, Jinghao  and
      Wang, Zijing  and
      Zhang, Yiqun  and
      Liu, Yongkang  and
      Yang, Xiaocui  and
      Yan, Tao  and
      Yang, Lei  and
      Wang, Shengzhi  and
      Wu, Yuhang  and
      Yu, Ge",
    editor = "Lee, Hung-Yi  and
      Dev, Sunipa  and
      Li, Jessy  and
      Elliott, Desmond",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026",
    month = oct,
    year = "2026",
    address = "Budapest, Hungary",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-emnlp.2478/",
    pages = "53321--53347",
    ISBN = "979-8-89176-462-0"
}