@proceedings{findings-2026-aacl,
    title = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.0/",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{wu-etal-2026-yue,
    title = "{YUE}-{PUB}: A {C}antonese Pragmatic Understanding Benchmark",
    author = "Wu, Chengyan  and
      Gong, Ziwei  and
      Chen, Jinzhi  and
      Su, Mengmeng  and
      Xue, Yun  and
      Ma, Bolei",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.1/",
    pages = "1--22",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{asano-etal-2026-beyond,
    title = "Beyond Bilingual Transfer: Multilingual Code-Switching in Instruction Tuning",
    author = "Asano, Shunta  and
      Baek, Jeonghun  and
      Yamasaki, Toshihiko",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.2/",
    pages = "23--34",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{zheng-etal-2026-ecql,
    title = "{ECQL}: An Executable Benchmark for Auditable Corpus Query Semantic Parsing",
    author = "Zheng, Yuxi  and
      Liu, Yeqing  and
      Zhou, Ziming  and
      Wang, Xiaodong  and
      Zhang, Yongwei  and
      Yu, Jingsong",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.3/",
    pages = "35--44",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{furuhashi-etal-2026-investigating,
    title = "Investigating Learner-Aware Design of {LLM}-Generated Educational Feedback",
    author = "Furuhashi, Momoka  and
      Nakayama, Kouta  and
      Kawai, Noboru  and
      Kodama, Takashi  and
      Sugawara, Saku  and
      Takami, Kyosuke",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.4/",
    pages = "45--73",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{gulipilli-2026-extended,
    title = "Extended-{SVD} Low-Rank Adaptation: {PLORA} for Parameter-Efficient Fine-Tuning",
    author = "Gulipilli, Ratan Kumar",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.5/",
    pages = "74--93",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{tonni-etal-2026-improving,
    title = "Improving the Evaluation of Biomedical Question Answering with Few Human Preference Signals",
    author = "Tonni, Shakila Mahjabin  and
      Dai, Xiang  and
      Karimi, Sarvnaz  and
      Li, Xiaomei  and
      Andrew, Samuel C.  and
      Wan, Stephen",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.6/",
    pages = "94--115",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{kim-kim-2026-beyond,
    title = "Beyond Factual Accuracy: A Benchmark for Evaluating Perspective Alignment in {LLM}s",
    author = "Kim, Sunghoon  and
      Kim, Sangyeop",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.7/",
    pages = "116--139",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{mangadoddi-2026-multi,
    title = "Multi-Signal Interpretability Identifies Task-Critical Circuits for Efficient Model Compression",
    author = "Mangadoddi, Srikar Vardhan",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.8/",
    pages = "140--154",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{waskito-etal-2026-multilinguality,
    title = "Multilinguality after Quantization: Low-Bits, Calibration Languages, Mixed-Precisions, and Cross-Linguality",
    author = "Waskito, Muhammad Rafif Priyo  and
      Wicaksono, Alfan Farizki  and
      Aji, Alham Fikri  and
      Wibowo, Haryo Akbarianto",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.9/",
    pages = "155--180",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{el-attar-etal-2026-systematic,
    title = "A Systematic Analysis of Linguistic Features in {AI}-Generated {E}nglish Text Detection Across Domains and Models",
    author = {El Attar, Yassir  and
      D{\"o}nmez, Esra  and
      Maurer, Maximilian  and
      Falenska, Agnieszka},
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.10/",
    pages = "181--208",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{hong-etal-2026-llms,
    title = "Can {LLM}s Write Reliable Rubrics? A Meta-Evaluation for Experiment Reproduction",
    author = "Hong, Hanhua  and
      LI, Yizhi  and
      Chen, Jiaoyan  and
      Huy, Luu Gia  and
      Ananiadou, Sophia  and
      Kim, Jung-jae  and
      Lin, Chenghua",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.11/",
    pages = "209--226",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{kletz-etal-2026-language,
    title = "Are Language Models Script-Aware?",
    author = "Kletz, David  and
      Mitrovic, Sandra  and
      Dolamic, Ljiljana  and
      Rinaldi, Fabio",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.12/",
    pages = "227--243",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{liu-etal-2026-pal,
    title = "{PAL}-{UI}: Planning with Active Look-back for Vision-Based {GUI} Agents",
    author = "Liu, Zikang  and
      Li, Junyi  and
      Zhao, Xin  and
      Gao, Dawei  and
      Li, Yaliang  and
      Wen, Ji-Rong",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.13/",
    pages = "244--256",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{ekanayaka-sumanathilaka-2026-character,
    title = "A Character-Level Neural Approach to {S}inhala Sandhi Splitting",
    author = "Ekanayaka, Yasas  and
      Sumanathilaka, Deshan",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.14/",
    pages = "257--266",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{sugiura-etal-2026-waon,
    title = "{WAON}: A Large-Scale {J}apanese Image-Text Dataset for Cultural Adaptation in Contrastive Vision-Language Models",
    author = "Sugiura, Issa  and
      Kurita, Shuhei  and
      Oda, Yusuke  and
      Kawahara, Daisuke  and
      Okabe, Yasuo  and
      Okazaki, Naoaki",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.15/",
    pages = "267--280",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{leo-etal-2026-grounded,
    title = "Grounded Revision vs. Prior Injection: Probing Retrieval-Augmented Patent Claim Amendment",
    author = "Leo, Josepha Michiko  and
      Min, Hyun-seok  and
      Jang, Yehoon  and
      Zidny, Irvan  and
      Chung, Jin-Woo  and
      Choi, Sungchul",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.16/",
    pages = "281--299",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{nandi-chakraborty-2026-plausieve,
    title = "{PLAUSIEVE}:A Distribution Based Framework for Measuring Model Belief Beyond Logits",
    author = "Nandi, Arghodeep  and
      Chakraborty, Tanmoy",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.17/",
    pages = "300--328",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{jiang-etal-2026-thinking,
    title = "Thinking Silently for Patent Claim Generation",
    author = "Jiang, Lekang  and
      Sun, Wenjun  and
      Goetz, Stefan",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.18/",
    pages = "329--341",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{cong-2026-judging,
    title = "Judging the judge: Can {LLM}s track attitude-holders in predicates of personal taste?",
    author = "Cong, Yan",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.19/",
    pages = "342--349",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{ventirozos-etal-2026-useful,
    title = "Useful Diversity or Hallucinated Variety? Persona-Conditioned Synthetic Query Generation for {E}-Commerce Search",
    author = "Ventirozos, Filippos  and
      Armitage, Tom  and
      Oshagh, Mahmoud  and
      Appleby, Peter A.  and
      Shardlow, Matthew",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.20/",
    pages = "350--368",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{lewis-lim-etal-2026-think,
    title = "Think When Unsure: Leveraging Model Confidence to Decide When to Use Chain-of-Thought",
    author = "Lewis-Lim, Samuel  and
      Tan, Xingwei  and
      Zhao, Zhixue  and
      Aletras, Nikolaos",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.21/",
    pages = "369--396",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{zhao-etal-2026-improving,
    title = "Improving Multimodal Contrastive Learning of Sentence Embeddings with Object-Phrase Alignment",
    author = "Zhao, Kaiyan  and
      Miao, Zhongtao  and
      Tsuruoka, Yoshimasa",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.22/",
    pages = "397--404",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{wang-etal-2026-cil,
    title = "{CIL}: Causal-Intervention and {LLM}-Synergized Multimodal Fake News Detection",
    author = "Wang, Hongjie  and
      Chen, Hongyu  and
      Jiang, Peilin",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.23/",
    pages = "405--414",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{nguyen-2026-continued,
    title = "Does Continued Pretraining on a Learner Corpus Improve Automated Essay Scoring on {E}nglish Proficiency Tests? Evidence from {EFCAMDAT}",
    author = "Nguyen, Duy Anh",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.24/",
    pages = "415--431",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{freizeit-etal-2026-muse,
    title = "{M}u{S}e-{MI}: A Framework for Assessing Multi-Session Motivational Interviewing with {AI}-Generated Patients",
    author = "Freizeit, Topaz  and
      Zisquit, Moreah  and
      Hashiloni, Kai Golan  and
      Tavens, Chaitze  and
      Friedman, Doron  and
      Bar, Kfir",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.25/",
    pages = "432--478",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{arumugam-etal-2026-llms,
    title = "Do {LLM}s Understand Context? A Knowledge Graph-Based Evaluation Framework",
    author = "Arumugam, Subavarshana  and
      Nallaretnam, Mamta  and
      Wickramasinghe, Kithuni  and
      Gunapala, Chamath  and
      Vipulanandan, Pragatheeswaran  and
      Premaratne, Kamal  and
      Thayasivam, Uthayasanker",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.26/",
    pages = "479--492",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{zhang-etal-2026-selfgrader,
    title = "{S}elf{G}rader: {LLM} Jailbreak Detection via Anchored Token-Level Logits",
    author = "Zhang, Zikai  and
      Hu, Rui  and
      Kotevska, Olivera  and
      Xu, Jiahao",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.27/",
    pages = "493--523",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{wu-etal-2026-self,
    title = "Self-Routing {RAG}: Binding Selective Retrieval with Knowledge Verbalization",
    author = "Wu, Di  and
      Gu, Jia-Chen  and
      Chang, Kai-Wei  and
      Peng, Nanyun",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.28/",
    pages = "524--545",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{wang-etal-2026-towards-low,
    title = "Towards Low-Resource {M}anchu Text Generation: Corpus Construction and Multi-Granularity Augmentation",
    author = "Wang, Meiqi  and
      Xu, Zhiyong  and
      Sun, Xiaoxin  and
      Yu, Ruixin  and
      Guo, Zhiyong  and
      Wang, Zifan  and
      You, Shuqi  and
      Liu, Siyu  and
      Qin, Xiayu  and
      Wang, Suhua",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.29/",
    pages = "546--559",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{hosseini-etal-2026-pema,
    title = "{P}e{MA}-{KGQA}: A Multi-Agent {LLM} Framework for {P}ersian Knowledge Graph Question Answering",
    author = "Hosseini, Kimia  and
      Hosseini, Mohammad  and
      Momtazi, Saeedeh",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.30/",
    pages = "560--579",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{chen-etal-2026-code,
    title = "Code-Prompt: Evaluating Code-{LLM}s for Natural Language Tasks via Code Aligned Prompts",
    author = {Chen, Yuxuan  and
      Thomas, Philippe  and
      Oehring, Robert  and
      Krenzien, Felix  and
      M{\"o}ller, Sebastian  and
      Roller, Roland},
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.31/",
    pages = "580--604",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{iqbal-etal-2026-evaluating,
    title = "Evaluating Multi-Dimensional Generalization of Large Language Models in Temporal Extraction Tasks",
    author = "Iqbal, Fahmid Shahriar  and
      Dutt, Ritam  and
      Das, Soumitra  and
      Verma, Arnav  and
      Choudhury, Sagnik Ray",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.32/",
    pages = "605--629",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{takenami-etal-2026-mechanistically,
    title = "Mechanistically Understanding and Mitigating the Anchoring Effect in {LLM}s via Attention Head Intervention",
    author = "Takenami, Yoshiki  and
      Huang, Yin Jou  and
      Murawaki, Yugo  and
      Takeuchi, Koh  and
      Chu, Chenhui",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.33/",
    pages = "630--644",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{joh-yu-2026-beyond,
    title = "Beyond Top Words: {M}ono{TM} for Topic Modeling with Interpretable Monosemantic Features",
    author = "Joh, Una  and
      Yu, Bei",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.34/",
    pages = "645--682",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{wang-dong-2026-measuring,
    title = "Measuring Iterative Temporal Reasoning with Time Puzzles",
    author = "Wang, Zhengxiang  and
      Dong, Zeyu",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.35/",
    pages = "683--694",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{cahyawijaya-etal-2026-anthropogenic,
    title = "Anthropogenic Regional Adaptation in Multimodal Vision-Language Model",
    author = "Cahyawijaya, Samuel  and
      Limkonchotiwat, Peerat  and
      Wong, Tack Hwa  and
      Catalan, Carlos Rafael  and
      Rufino, Manuel Antonio  and
      Patel, Hitesh Laxmichand  and
      Agarwal, Amit  and
      Qorib, Muhammad Reza  and
      Feliren, Vicky  and
      Lovenia, Holy  and
      Khine, Aye Hninn  and
      Hudi, Frederikus  and
      Anugraha, David  and
      Aji, Alham Fikri  and
      Chumpu, Romrawin  and
      Pham, Viet Thanh  and
      Wang, Minghan  and
      Imam, Mohamed Fazli Mohamed  and
      Zhang, Ruochen  and
      Imperial, Joseph Marvin  and
      Nur{'}aini, Khumaisa  and
      Long, Do Xuan  and
      Wijanarko, Musa Izzanardi  and
      Moniz, Joel Ruben Antony  and
      Irawan, Patrick Amadeus  and
      Zhafran, Hanif Muhammad  and
      Flores, Isaiah Edri W.  and
      Pranida, Salsabila Zahirah  and
      Kevin, Jun  and
      Rosal, Jostin Jerico  and
      Monderin, Patricia Nicole  and
      Kerdthaisong, Kun  and
      Mustafid, Ahmad  and
      Nguyen, My Chiffon  and
      Jongwiriyanurak, Natchapon  and
      Worajitwannakul, Siva  and
      Li, Haochen  and
      Lim, Adrian Xuan Wei  and
      Wang, Bin  and
      Habibi, Muhammad Ravi Shulthan  and
      Ng, Lynnette Hui Xian  and
      Bangera, Mithil  and
      Bangera, Yeshil  and
      Pattnayak, Priyaranjan  and
      Chan, Dun Li  and
      Djuniwar, Sherissa Caren  and
      Oo, Cho Chan Myei  and
      Hee, Ming Shan",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.36/",
    pages = "695--712",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{fan-liu-2026-right,
    title = "Right for the Wrong Reasons: Investigating the Unrobust Nature of High Accuracy Models in Discourse Relation Prediction",
    author = "Fan, Yi  and
      Liu, Wei",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.37/",
    pages = "713--728",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{chua-etal-2026-rabakbench,
    title = "{R}abak{B}ench: Evaluating Safety Guardrails in {S}ingapore{'}s Multilingual Vernaculars",
    author = "Chua, Gabriel  and
      Tan, Leanne  and
      Ge, Ziyu  and
      Lee, Roy Ka-Wei",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.38/",
    pages = "729--753",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{liu-etal-2026-understanding,
    title = "Understanding Knowledge Distillation in Post-Training: When It Helps and When It Fails",
    author = "Liu, Xin  and
      Ma, Simin  and
      Liu, Shujian  and
      Wang, Song  and
      Indurthi, Sathish Reddy  and
      Deng, Haoyun  and
      Wang, Lu  and
      Song, Kaiqiang",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.39/",
    pages = "754--767",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{tsunefuji-etal-2026-two,
    title = "Two-Stage {LLM}-as-a-Judge Using Required and Bonus Criteria",
    author = "Tsunefuji, Kohei  and
      Tamura, Akihiro  and
      Nakatsuji, Daichi  and
      Oobayashi, Hiroaki  and
      Hamada, Mitsuo  and
      Kato, Tsuneo",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.40/",
    pages = "768--777",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{foo-etal-2026-stylistic,
    title = "Stylistic Evolution and {LLM} Neutrality in {S}inglish Language",
    author = "Foo, Linus Tze En  and
      Ng, Weihan Angela  and
      Li, Wenkai  and
      Ng, Lynnette Hui Xian",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.41/",
    pages = "778--790",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{chang-etal-2026-linguistic,
    title = "Linguistic Cues in Political Debates: Lexical Choices and Evaluative Framing in {GPT}-Generated Commentary",
    author = "Chang, Yu-Yu  and
      Chen, Chung-Chi  and
      Wang, Ming-Hung",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.42/",
    pages = "791--802",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{song-etal-2026-reasoning,
    title = "Reasoning under Vision: Understanding Visual-Spatial Cognition in Vision-Language Models for {CAPTCHA}",
    author = "Song, Python  and
      Chang, Luke Tenyi  and
      Tsai, Yun-Yun  and
      Li, Penghui  and
      Yang, Junfeng",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.43/",
    pages = "803--824",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{dang-etal-2026-vmmu,
    title = "{VMMU}: A {V}ietnamese Multitask Multimodal Understanding and Reasoning Benchmark",
    author = "Dang, Vy Tuong  and
      Vo, An  and
      Villa-Cueva, Emilio  and
      Tau, Quang  and
      Dm, Duc  and
      Solorio, Thamar  and
      Kim, Daeyoung",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.44/",
    pages = "825--870",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{bubphasawan-rutherford-2026-mirrored,
    title = "Mirrored Frames: {LLM}-Based Narrative Framing Analysis of {T}hai-Cambodian Border Conflict Coverage",
    author = "Bubphasawan, Siwakorn  and
      Rutherford, Attapol",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.45/",
    pages = "871--884",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{shen-etal-2026-hicap,
    title = "{H}i{CAP}: Hierarchical Cultural Adaptation via Personality for Dialogue Generation",
    author = "Shen, Lingzhi  and
      Cai, Xiaohao  and
      Long, Yunfei  and
      Razzak, Imran  and
      Jameel, Shoaib",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.46/",
    pages = "885--899",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{nakka-etal-2026-privacyevalclaw,
    title = "{P}rivacy{E}val{C}law: A Tool-Augmented Deliberative Agent for Auditing Privacy Leakage in {LLM} Jailbreak Responses",
    author = "Nakka, Krishna Kanth  and
      Wang, Yujun  and
      Zhou, Shijie  and
      Nguyen, Tu  and
      Gelardi, Gabriele  and
      Zhou, Xuebing",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.47/",
    pages = "900--936",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{chua-etal-2026-hidden,
    title = "Hidden Consensus: Preference-Validity Compression in Human Feedback",
    author = "Chua, Dorcas Chia Ern  and
      Lee, Karen Myn Hui  and
      Tan, Jia Yue  and
      Gue, Zhen Xue  and
      Lim, Han Ying  and
      Hamid, Norzalena Abdul  and
      Azmi, Azima Binti  and
      Yeong, Keat Mei  and
      Mujab, Aizat Izyani Binti  and
      Azam, Hafsah Noor  and
      Khoo, Chee Guo  and
      Chan, Chee Seng",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.48/",
    pages = "937--968",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{tungsununtham-etal-2026-effcomp,
    title = "{E}ff{C}omp: Efficient Prompt Compression via Hybrid Reinforcement Supervised Learning",
    author = "Tungsununtham, Romtham  and
      Lertvittayakumjorn, Piyawat  and
      Suchato, Atiwong  and
      Vateekul, Peerapon",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.49/",
    pages = "969--995",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{dias-alexiou-etal-2026-replacing,
    title = "Replacing the Human in the Loop: Towards Automated Evaluation of {LLM} Mathematical Proof Generalization",
    author = "Dias-Alexiou, Carolina  and
      Marrese-Taylor, Edison  and
      Solano, Alfredo  and
      Matsuo, Yutaka",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.50/",
    pages = "996--1004",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{kim-etal-2026-steerlsn,
    title = "{STEERLSN}: Training-Free Representation Alignment through Language-Specific Neuron Subspace Interpolation",
    author = "Kim, Minjun  and
      Kim, Dongyeon  and
      Song, Hoyun  and
      Kim, Jihyo  and
      Lim, KyungTae",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.51/",
    pages = "1005--1018",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{oskooei-aktas-2026-breakfun,
    title = "{B}reak{F}un: Jailbreaking {LLM}s via Object Instantiation under Simulated Code Execution",
    author = "Oskooei, Amirkia Rafiei  and
      Aktas, Mehmet",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.52/",
    pages = "1019--1038",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{sharma-susan-2026-beyond,
    title = "Beyond the Login: Continuous Behavioral Authorship Verification for {LLM} Agent Sessions",
    author = "Sharma, Muskan  and
      Susan, Seba",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.53/",
    pages = "1039--1054",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{zhang-etal-2026-synthesizing,
    title = "Synthesizing Dialogues from Social Media Data for Mental Health Support: A Case Study on Gambling Disorders",
    author = "Zhang, Zhouqing  and
      Pereira, Lis  and
      She, Wan Jou  and
      Adams, Benjamin  and
      Piumsomboon, Tham  and
      Liew, Kongmeng",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.54/",
    pages = "1055--1073",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{jia-etal-2026-beyond,
    title = "Beyond {SFT}: Reinforcement Learning for Safer Large Reasoning Models with Better Reasoning Ability",
    author = "Jia, Jinghan  and
      Baracaldo, Nathalie  and
      Liu, Sijia",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.55/",
    pages = "1074--1087",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{cao-etal-2026-towards,
    title = "Towards the Roof of the World: {NLP} Progress in {T}ibetan Languages",
    author = "Cao, Xi  and
      Li, Yijie  and
      Sun, Yuan  and
      Dong, Shiwei  and
      Huang, Zeguang  and
      Qun, Nuo",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.56/",
    pages = "1088--1119",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{xu-etal-2026-agent,
    title = "Agent Memory with Episodic Retrieval for Financial Decision-Making",
    author = "Xu, Nuoyue  and
      Liu, Jiang  and
      Huang, Wenxuan  and
      Zhang, Xiang  and
      Cao, Juntai  and
      Wei, Jiaqi",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.57/",
    pages = "1120--1148",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{chiang-etal-2026-procrasticot,
    title = "{P}rocrasti{C}o{T}: A Dual-Encoder Cross-Attention Framework for Multi-Dimensional Procrastination Motives Assessment",
    author = "Chiang, Chia-Ni  and
      Lee, Chia-Yun  and
      Chen, Hsin-Hsuan  and
      Wu, Jheng-Long",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.58/",
    pages = "1149--1162",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{wasi-ridoy-2026-position,
    title = "Position: Real-World Clinical {NLP} Robustness Requires Messy, Multimodal, Longitudinal, Privacy-Preserving Corpora",
    author = "Wasi, Azmine Toushik  and
      Ridoy, Shahriyar Zaman",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.59/",
    pages = "1163--1180",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{liu-etal-2026-tool,
    title = "When Tool-Backed Skill Retrieval Fails: Source-Style Collapse in Executable Capability Retrieval",
    author = "Liu, Yiqi  and
      James, Joseph  and
      Wang, Yang  and
      Xiao, Chenghao  and
      Lin, Chenghua",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.60/",
    pages = "1181--1203",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{liu-etal-2026-feedback,
    title = "Feedback as an Interface: Controlling Form and Detail in {LLM} Translation Refinement",
    author = "Liu, Yiqi  and
      Tomori, Flavjo  and
      Moosavi, Nafise Sadat  and
      Eger, Steffen  and
      Lin, Chenghua",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.61/",
    pages = "1204--1221",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{kobayashi-li-2026-greedy,
    title = "Greedy Matching Aggregation for Soft Contrastive Learning in Multi-Label Text Classification",
    author = "Kobayashi, Ryoma  and
      Li, Jiyi",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.62/",
    pages = "1222--1235",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{raj-etal-2026-ibps,
    title = "{IBPS}: {I}ndian Bail Prediction System",
    author = "Raj, Uddeshya  and
      Srivastava, Puspesh Kumar  and
      Patel, Praveen  and
      Nigam, Shubham Kumar  and
      Shallum, Noel  and
      Bhattacharya, Arnab",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.63/",
    pages = "1236--1260",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{sahoo-etal-2026-reject,
    title = "When Reject Turns into Accept: Quantifying the Vulnerability of {LLM}-Based Scientific Reviewers to Indirect Prompt Injection",
    author = "Sahoo, Devanshu  and
      Prasad, Manish  and
      Majhi, Vasudev  and
      Singh, Jahnvi  and
      Chamola, Vinay  and
      Sinha, Yash  and
      Mandal, Murari  and
      Kumar, Dhruv",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.64/",
    pages = "1261--1286",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{chen-etal-2026-dependency,
    title = "Dependency-Aware Trajectory Refinement for Efficient Multi-Turn Agent Fine-Tuning",
    author = "Chen, Zhuo  and
      Zhang, Zhen  and
      Wang, Xinyu  and
      Tu, Kewei",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.65/",
    pages = "1287--1302",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{das-etal-2026-rethink,
    title = "{R}e{T}hink: Adversarially Robust Arithmetic Reasoning via Neuro-Symbolic Soft Constraints",
    author = "Das, Soikat  and
      Mittal, Sparsh  and
      Singhal, Rekha",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.66/",
    pages = "1303--1313",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{shi-etal-2026-enhancing,
    title = "Enhancing Dynamic Text-Attributed Graph Modeling via Instruction Tuning",
    author = "Shi, Weili  and
      Li, Haoming  and
      Li, Sheng",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.67/",
    pages = "1314--1329",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{nguyen-etal-2026-social,
    title = "The Social Cost of Intelligence: Emergence, Propagation, and Amplification of Stereotypical Bias in Multi-Agent Systems",
    author = "Nguyen, Thi-Nhung  and
      Luo, Linhao  and
      Kaur, Amardeep  and
      Omari, Rollin  and
      Abraham, Tamas  and
      Kim, Junae  and
      Vu, Thuy-Trang  and
      Phung, Dinh",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.68/",
    pages = "1330--1353",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{wijanarko-wijaya-2026-good,
    title = "How Good Are {LLM} Agents? Benchmarking Opinion Dynamics Against {I}ndonesian Electoral Discourse on Social Media",
    author = "Wijanarko, Musa Izzanardi  and
      Wijaya, Derry Tanti",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.69/",
    pages = "1354--1369",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{datta-etal-2026-early,
    title = "From Early Encoding to Late Suppression: Interpreting {LLM}s on Character Counting Tasks",
    author = "Datta, Ayan  and
      Marreddy, Mounika  and
      Mehler, Alexander  and
      Zhao, Zhixue  and
      Mamidi, Radhika",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.70/",
    pages = "1370--1391",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{shum-etal-2026-measuring,
    title = "Measuring the Impact of Big Five Personality Traits on Suicide Severity Level Detection with Large Language Models",
    author = "Shum, Kit May  and
      Sakai, Yusuke  and
      Kaneko, Masahiro  and
      Watanabe, Taro",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.71/",
    pages = "1392--1411",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{varanasi-etal-2026-signsim,
    title = "{S}ign{S}im: A Landmark Driven Model for Phonological Sign Similarity Prediction",
    author = "Varanasi, Abhishek Bharadwaj  and
      Sinha, Manjira  and
      Dasgupta, Tirthankar  and
      Jadhav, Dr. Charudatta",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.72/",
    pages = "1412--1424",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{sohrab-2026-biocat5,
    title = "{B}io{CAT}5: Concept Mention-Aware Text-to-Text Transfer Transformer for Biomedical Literature",
    author = "Sohrab, Mohammad Golam",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.73/",
    pages = "1425--1439",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{zhang-etal-2026-plan-write,
    title = "Plan{--}Write{--}Refine: An Iterative Framework for Argumentative Essay Generation",
    author = "Zhang, Zhijun  and
      Wang, Qianlong  and
      Bao, Jianzhu  and
      Ding, Keyang  and
      Dai, Genan  and
      Zhang, Bowen  and
      Xu, Ruifeng  and
      Liang, Yongsheng",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.74/",
    pages = "1440--1460",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{li-etal-2026-adversarial,
    title = "Adversarial Prompt Distillation: Efficient Jailbreak Attacks from Large to Small Language Models",
    author = "Li, Xiang  and
      Zhang, Chong  and
      Wang, Jia  and
      Wu, Fangyu  and
      Li, Yushi  and
      Jin, Xiaobo",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.75/",
    pages = "1461--1474",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{hu-etal-2026-rescue,
    title = "{RESCUE}-{BENCH}: Towards Relation-Aware Multi-Party Emotional Support Conversation Systems",
    author = "Hu, Haichuan  and
      Xiao, Yang  and
      Tang, Mingni  and
      Duan, Jiawen  and
      Zhang, Quanjun  and
      He, Congqing  and
      Zhang, Hao  and
      Wang, Jiashuo  and
      Hoorn, Johan F.  and
      Li, Wenjie",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.76/",
    pages = "1475--1518",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{gan-etal-2026-guideweb,
    title = "{G}uide{W}eb: A Benchmark for Automatic In-App Guide Generation on Real-World Web {UI}s",
    author = "Gan, Chengguang  and
      Liang, Yunhao  and
      Tsujii, Yoshihiro  and
      Mori, Tatsunori  and
      Ni, Shiwen  and
      Itoh, Hiroki",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.77/",
    pages = "1519--1535",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{pan-etal-2026-audio,
    title = "Audio Editing in the Era of Foundation Models: A Survey",
    author = "Pan, Changhao  and
      Fan, YiFei  and
      Zhuo, Fan  and
      Chen, Yifu  and
      Guo, Wenxiang  and
      Zhang, Yu  and
      Zhu, Zhiyuan  and
      Yang, Rui  and
      Ji, Shengpeng  and
      Wen, Chenyuhao  and
      Xu, Jiayang  and
      Lei, Ke  and
      Yang, Xiaoda  and
      Lu, Jingyu  and
      Zhao, Zhou",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.78/",
    pages = "1536--1559",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{li-etal-2026-beyond-accuracy-aria,
    title = "Beyond Accuracy: {ARIA}-Rubrics for Evaluating Audio Reasoning in Large Audio Language Models",
    author = {Li, Yupei  and
      Sun, Qiyang  and
      Mady, Mohamed  and
      Wang, Chenxi  and
      Gong, Zhengwei  and
      Sisman, Berrak  and
      Schuller, Bj{\"o}rn},
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.79/",
    pages = "1560--1581",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{wasi-etal-2026-large,
    title = "Large Language and Vision-Language Models as World Models: A Survey",
    author = "Wasi, Azmine Toushik  and
      Tasnim Meem, Sadia  and
      Islam, Riashat  and
      Parvez, Md Rizwan",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.80/",
    pages = "1582--1614",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{cui-etal-2026-llms-threaten,
    title = "Can {LLM}s Threaten Human Survival? Benchmarking Potential Existential Threats from {LLM}s via Prefix Completion",
    author = "Cui, Yu  and
      Liu, Yifei  and
      Fu, Hang  and
      Pan, Sicheng  and
      Zhang, Haibin  and
      Zuo, Cong  and
      Wang, Licheng",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.81/",
    pages = "1615--1631",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{wasi-etal-2026-dr,
    title = "Is There a Dr. House in the Machine? Towards Clinical and Diagnostic Reasoning in {LLM}-based Medical Agents",
    author = "Wasi, Azmine Toushik  and
      Rahman, Abdur  and
      Islam, Riashat  and
      Parvez, Md Rizwan",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.82/",
    pages = "1632--1667",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{chen-etal-2026-choices,
    title = "When Choices Become Risks: Safety Failures of Large Language Models under Multiple-Choice Constraints",
    author = "Chen, Yuheng  and
      Wu, Zhiyu  and
      Cheng, Bowen  and
      Wu, Yihang  and
      Takahashi, Tetsuro",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.83/",
    pages = "1668--1697",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{zhao-etal-2026-regmix,
    title = "{R}eg{M}ix-{D}: Dynamic Data Mixing via Proxy Training Trajectories",
    author = "Zhao, Kaiyan  and
      Miao, Zhongtao  and
      Aizawa, Akiko  and
      Tsuruoka, Yoshimasa",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.84/",
    pages = "1698--1707",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{ye-etal-2026-cctu,
    title = "{CCTU}: A Benchmark for Tool Use under Complex Constraints",
    author = "Ye, Junjie  and
      Zhang, Guoqiang  and
      Fu, Wenjie  and
      Li, Zelin  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.85/",
    pages = "1708--1745",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{li-liu-2026-lotus,
    title = "{LOTUS}: Language-Vision Optimal Transport for Unified Report Synthesis",
    author = "Li, Xuhui  and
      Liu, Jiachen",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.86/",
    pages = "1746--1762",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{yu-etal-2026-lexical,
    title = "From Lexical to Entity-Level: Predicting Individual Knowledge Boundaries via Knowledge Graph Label Propagation",
    author = "Yu, Shuyi  and
      Sakai, Yusuke  and
      Kamigaito, Hidetaka  and
      Watanabe, Taro",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.87/",
    pages = "1763--1778",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{wang-etal-2026-charthal,
    title = "{C}hart{H}al: A Fine-grained Framework Evaluating Hallucination of Large Vision Language Models in Chart Understanding",
    author = "Wang, Xingqi  and
      Cui, Yiming  and
      Yao, Xin  and
      Wang, Shijin  and
      Hu, Guoping  and
      Qin, Xiaoyu",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.88/",
    pages = "1779--1796",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{lai-si-2026-llms,
    title = "Do {LLM}s Respect Concept Boundaries? A Bilingual Diagnostic Benchmark",
    author = "Lai, Renjun  and
      Si, Yixuan",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.89/",
    pages = "1797--1814",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{li-etal-2026-facta,
    title = "{FACTA}: Structured Fact Alignment for Multi-Hop Retrieval-Augmented Generation",
    author = "Li, Jiahao  and
      Xu, Yongxiu  and
      Zhang, Xumeng  and
      Xu, Hongbo  and
      Tang, Minghao  and
      Wang, Yubin  and
      Gou, Gaopeng",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.90/",
    pages = "1815--1831",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{bui-etal-2026-agopns,
    title = "{AGOPN}s: Null-Space Activation Steering for Jailbreak Defense via Average Gradient Outer Product Concept Extraction",
    author = "Bui, Minh-Nguyen  and
      Phan, Binh-Phuong  and
      Doan, Thanh-Khang  and
      Huynh-Gia, Bao  and
      Nguyen, Phung-Anh",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.91/",
    pages = "1832--1849",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{agrahari-etal-2026-bhaid,
    title = "{BHAID}: A Dataset of {LLM}-Generated Text in {I}ndian Languages with a Dual Contrastive Learning Framework for Detection",
    author = "Agrahari, Shifali  and
      Kumar, Sujit  and
      Sanasam, Ranbir Singh",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.92/",
    pages = "1850--1871",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{hudi-etal-2026-lectrans,
    title = "{L}ec{T}rans: A Multimodal Translation Benchmark for Academic Lectures",
    author = "Hudi, Frederikus  and
      Nanakorn, Nina  and
      Vasselli, Justin  and
      Sakai, Yusuke  and
      Kamigaito, Hidetaka  and
      Tamura, Akihiro  and
      Watanabe, Taro",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.93/",
    pages = "1872--1897",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{zve-etal-2026-predicting,
    title = "Predicting Emerging Topics from Outliers: A Prospective Study of Weak Signals in Embedding Space",
    author = "Zve, Evangelia  and
      Bourgne, Gauvain  and
      Ganascia, Jean-Gabriel",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.94/",
    pages = "1898--1913",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{ravikumar-batista-navarro-2026-phaselora,
    title = "{P}hase{L}o{RA}: Role-Specialised Low-Rank Adaptation through Prompt-Completion Phase Splitting",
    author = "Ravikumar, Rishi  and
      Batista-Navarro, Riza",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.95/",
    pages = "1914--1925",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{he-etal-2026-model,
    title = "Can Model Editing Survive Fine-Tuning? Evaluating Robustness and Persistence in Text-to-Image Diffusion Models",
    author = "He, Feng  and
      Valentino, Marco  and
      Zhao, Zhixue",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.96/",
    pages = "1926--1946",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{zhao-etal-2026-neuron,
    title = "Neuron-Level Emotion Control in Speech-Generative Large Audio-Language Models",
    author = {Zhao, Xiutian  and
      Ulgen, Ismail Rasim  and
      Koehn, Philipp  and
      Schuller, Bj{\"o}rn  and
      Sisman, Berrak},
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.97/",
    pages = "1947--1961",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{el-khatib-difallah-2026-explore,
    title = "Explore-over-Graph: Hybrid Embedding{--}{LLM} Reasoning for Knowledge Graph Question Answering under Incompleteness",
    author = "El Khatib, Ola  and
      Difallah, Djellel",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.98/",
    pages = "1962--1975",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{brady-islam-2026-iterative,
    title = "Iterative Topic Taxonomy Induction with {LLM}s: A Case Study of Electoral Advertising",
    author = "Brady, Alexander  and
      Islam, Tunazzina",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.99/",
    pages = "1976--1990",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{kozakov-etal-2026-tokenmapper,
    title = "{T}oken{M}apper: A Step Toward Interoperable Speech Token Translation",
    author = "Kozakov, Tal  and
      Rosenwein, Tal  and
      Nachmani, Eliya",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.100/",
    pages = "1991--2009",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{rahman-qian-2026-modeling,
    title = "Modeling Triplet Interactions Beyond Pairwise Attention",
    author = "Rahman, Mafizur  and
      Qian, Lijun",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.101/",
    pages = "2010--2026",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{sharma-2026-multimodal,
    title = "A Multimodal Text- and Graph-Based Approach for Open-Domain Event Extraction from Documents",
    author = "Sharma, Praval",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.102/",
    pages = "2027--2041",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{littek-lawrence-2026-scalable,
    title = "Scalable Methods for Long-Range Argumentation in Distributed Discourse",
    author = "Littek, Alina  and
      Lawrence, John",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.103/",
    pages = "2042--2056",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{xu-etal-2026-steve,
    title = "{STEVE}: Stabilizing Textual Gradient-Based Prompt Optimization via Error-Driven Refinement and Regularized Verification",
    author = "Xu, Yifan  and
      Li, Yixuan  and
      Li, Xinzhuo  and
      Gu, Yixin  and
      Shen, Yifan  and
      Yu, Lijun  and
      Wang, Haohan",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.104/",
    pages = "2057--2073",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{maab-etal-2026-dunbaabert,
    title = "{D}unbaa{BERT}: From Sacrifice to Semantics",
    author = "Maab, Iffat  and
      Jamil, Waleed  and
      Schmitt, Raphael",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.105/",
    pages = "2074--2093",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{maitra-etal-2026-clue,
    title = "{CLUE}: A Contrastive Learning Framework for Unsupervised Event Type Induction and Annotation",
    author = "Maitra, Pratik  and
      Kwon, Lauren  and
      Li, Qi",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.106/",
    pages = "2094--2111",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{ram-etal-2026-validity,
    title = "The Validity{--}Fidelity Gap: A Controlled Study of Representation Drift in Structured Extraction Under Redundant Contexts",
    author = "Ram, Gokul Srinath Seetha  and
      Vasudevan, Anirudh  and
      Elavazhagan, Rashmi",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.107/",
    pages = "2112--2126",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{ma-zhang-2026-retrieval,
    title = "Retrieval-Induced Mirage: When Similar Cases Become Fabricated Evidence in Medical {VLM}s",
    author = "Ma, Xiaoxu  and
      Zhang, Xiangbo",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.108/",
    pages = "2127--2144",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{cui-etal-2026-tilebench,
    title = "{T}ile{B}ench: A Controlled Benchmark for Performance Evaluation and Bottleneck Diagnosis of Tile-Based Programming Models",
    author = "Cui, Bowen  and
      Zhou, Zhongchun  and
      Wu, Hao  and
      Ramesh, Tejas  and
      Yin, Junyu  and
      Gu, Jialiang  and
      Zhou, Keren",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.109/",
    pages = "2145--2167",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{xu-etal-2026-mf,
    title = "{MF}-{QAT}: Multi-Format Quantization-Aware Training for Elastic Inference",
    author = "Xu, Zifei  and
      Sharify, Sayeh  and
      Mostafa, Hesham",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.110/",
    pages = "2168--2188",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{gurung-campbell-2026-bi,
    title = "Bi-Phase Training: Learning Efficiently From Scratch",
    author = "Gurung, Abel  and
      Campbell, Joseph",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.111/",
    pages = "2189--2202",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{hossain-etal-2026-nexus,
    title = "{NEXUS}: Structured Runtime Safety for Tool-Using {LLM} Agent",
    author = "Hossain, Elias  and
      Nipu, Md Mehedi Hasan  and
      Ornee, Tasfia Nuzhat  and
      Rana, Rajib  and
      Yousefi, Niloofar",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.112/",
    pages = "2203--2232",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{nie-etal-2026-sfmp,
    title = "{SFMP}: Fine-Grained, Hardware-Friendly and Solver-Free Mixed-Precision Quantization for Large Language Models",
    author = "Nie, Xin  and
      Zhang, Haicheng  and
      Dong, Liang  and
      Feng, Beining  and
      Weng, Jinhong  and
      Sun, Guiling",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.113/",
    pages = "2233--2259",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{ali-etal-2026-markhor,
    title = "Markhor: A framework for Adapting {LLM}s to {U}rdu via Alignment-Free Tokenizer Replacement",
    author = "Ali, Muhammad Zain  and
      Wang, Yuxia  and
      Manzoor, Muhammad Arslan  and
      Smith, Tony C  and
      Pfahringer, Bernhard",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.114/",
    pages = "2260--2272",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{sugiura-etal-2026-hakushobench,
    title = "{H}akusho{B}ench: A {J}apanese Chart and Table {VQA} Benchmark from Governmental White Papers",
    author = "Sugiura, Issa  and
      Kurita, Shuhei  and
      Oda, Yusuke  and
      Okazaki, Naoaki",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.115/",
    pages = "2273--2290",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{le-2026-yfpo,
    title = "{YFPO}: Yoked Feature Preference Optimization with Neuron-Guided Rewards",
    author = "Le, Yifan",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.116/",
    pages = "2291--2298",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{sharif-etal-2026-disentangling,
    title = "Disentangling Perception and Reasoning in Multimodal {LLM}s via Reward Design",
    author = "Sharif, Omar  and
      Hossain, Eftekhar  and
      Singh, Nikhil  and
      Ng, Patrick",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.117/",
    pages = "2299--2322",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{liu-etal-2026-scale,
    title = "Scale-Aligned Reinforcement Learning for Adaptive Computation Allocation in Reasoning Language Models",
    author = "Liu, Yilin  and
      Wang, Xuan  and
      Yang, Zheng  and
      Li, Zhuoran  and
      Wan, Fan  and
      Chen, Wu  and
      Wang, Xiaojie",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.118/",
    pages = "2323--2337",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{lin-etal-2026-uniguardian,
    title = "{U}ni{G}uardian: A Unified Defense for Detecting Prompt Injection, Backdoor Attacks and Adversarial Attacks in Large Language Models",
    author = "Lin, Huawei  and
      Lao, Yingjie  and
      Geng, Tony  and
      YU, Tan  and
      Zhao, Weijie",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.119/",
    pages = "2338--2362",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{zheng-etal-2026-progmem,
    title = "{P}rog{M}em: Programmatic Belief-State Memory for Long-Horizon Conversational Agents",
    author = "Zheng, Pengchao  and
      Wang, Xinan  and
      Wei, Ziyi  and
      Liu, Haoran  and
      Wei, Lei  and
      Niu, Jiajun  and
      Guo, Bohan  and
      Wu, Han",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.120/",
    pages = "2363--2376",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{liang-etal-2026-baempeval,
    title = "{BAE}mp{E}val: A Framework for Probing Large Audio Language Models on Multidimensional Empathetic Response Assessment",
    author = "Liang, Jingxi  and
      Guo, Pengze  and
      Xie, Zhiwen  and
      Wang, Qifeng  and
      Huo, Yujia  and
      Wong, Derek F.",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.121/",
    pages = "2377--2403",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{zhou-etal-2026-sqlstructeval,
    title = "{SQLS}truct{E}val: Structural Evaluation of {LLM} Text-to-{SQL} Generation",
    author = "Zhou, Yixi  and
      Zhang, Fan  and
      Guo, Zhiqiao  and
      Chen, YU  and
      Zhang, Haipeng  and
      Nakov, Preslav  and
      Xie, Zhuohan",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.122/",
    pages = "2404--2422",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{yang-etal-2026-nushuvoice,
    title = {{N}{\"u}shu{V}oice: Reviving the Voice of Endangered N{\"u}shu with Pitch-Aware Text-to-Speech},
    author = "Yang, Hongkun  and
      Xinhui, YI  and
      Xiyan, Zhao  and
      Meng, Yibo  and
      Wang, Lionel Z.  and
      Wang, Lixu  and
      Zhang, Yaqi  and
      Chen, Ruiqi  and
      Zhao, Xuanyue  and
      Zhang, Lanxin  and
      Zeng, Yu  and
      Weijia, Chu  and
      Ma, Yiming  and
      Liu, Chenyu  and
      Lin, Jianghao  and
      Xin, Xu",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.123/",
    pages = "2423--2434",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{li-etal-2026-genstate,
    title = "{G}en{S}tate-{AI}: State-Aware Dataset for Text-to-Video Retrieval on {AI}-Generated Videos",
    author = "Li, Minghan  and
      Chen, Tongna  and
      Lv, Tianrui  and
      Zhang, Yishuai  and
      An, Suchao  and
      Zhou, Guodong",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.124/",
    pages = "2435--2448",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{carrino-etal-2026-quantifying,
    title = "Quantifying Uncertainty Through Coverage in Latent Semantic Space",
    author = "Carrino, Gabriele  and
      Ebouky, Brown  and
      Hose, Katja  and
      Rigotti, Mattia",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.125/",
    pages = "2449--2465",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{wang-etal-2026-selective,
    title = "Selective Reflection for Context-Sensitive Emotion Recognition in Conversation",
    author = "Wang, Xinyu  and
      Feng, Weijie  and
      Wang, Hongchuang  and
      Cheng, Zhiyong",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.126/",
    pages = "2466--2481",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{dimakis-anastasopoulos-2026-style,
    title = "Style-Aware Translation for Multi-Word Expressions in Low-Resource Languages",
    author = "Dimakis, Antonios  and
      Anastasopoulos, Antonios",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.127/",
    pages = "2482--2513",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{meng-etal-2026-releaseeval,
    title = "{R}elease{E}val: A Benchmark for Evaluating Language Models in Automated Release Note Generation",
    author = "Meng, Qianru  and
      Ren, Zhaochun  and
      Visser, Joost",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.128/",
    pages = "2514--2526",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{wang-etal-2026-exam2,
    title = "{EXAM}$^2$: $\underline{Ex}tending$ $\underline{A}udio$ $Understanding$ $in$ $\underline{M}ultilingual$ $and$ $\underline{M}ultimodal$ $Analysis$",
    author = "Wang, Jiawen  and
      Gao, Xiaoxue  and
      Pang, Zi Haur  and
      Chen, Nancy F.",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.129/",
    pages = "2527--2543",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{aofeng-li-2026-student,
    title = "Student-Centered {AI} Requires Auditable Evidence of Learning",
    author = "Aofeng, Xu  and
      Li, Sichao",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.130/",
    pages = "2544--2560",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{hakimov-etal-2026-image,
    title = "The Image Reconstruction Game: Drawing Common Ground Through Iterative Multimodal Dialogue",
    author = "Hakimov, Sherzod  and
      D{'}Agostini, Mattia  and
      Samodelkin, Ivan  and
      Schlangen, David",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.131/",
    pages = "2561--2583",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{jagadeeshan-etal-2026-pingala,
    title = "Pingala: Prosody-Aware Decoding for {S}anskrit Poetry Generation",
    author = "Jagadeeshan, Manoj Balaji  and
      Singh, Atul  and
      Sahith, Nallani Chakravartula  and
      Krishna, Amrith  and
      Goyal, Pawan",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.132/",
    pages = "2584--2602",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{chen-etal-2026-smarts,
    title = "{SMARTS}: A Small-to-large Model Coordinated Retrieval and Response Framework for Task-Oriented Dialogue",
    author = "Chen, Jiale  and
      Dong, Xuelian  and
      Ye, Shengcheng  and
      Xie, Wenxiu  and
      Zeng, Kun  and
      Hao, Tianyong",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.133/",
    pages = "2603--2612",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{wang-etal-2026-activation-residual,
    title = "Activation Residual Hessian Quantization for Low-Bit Large Language Model Inference",
    author = "Wang, YiFeng  and
      Sun, Zhun  and
      Cho, Hakaze  and
      Wang, Linlin  and
      Sakaguchi, Keisuke",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.134/",
    pages = "2613--2627",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{liu-etal-2026-beyond-correctness,
    title = "Beyond Correctness: A Framework for Analyzing Reasoning and Faithfulness of Multi-hop Question Answering",
    author = "Liu, Jiyuan  and
      Xie, Yi  and
      Rao, Yanghui  and
      Wang, Fu Lee  and
      Yu, Jianxing  and
      Qing, Li",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.135/",
    pages = "2628--2648",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{yang-etal-2026-prompt,
    title = "Prompt Rewrites Are Semantic Actions: Testing Whether Language Models Obey Typed Operator Laws",
    author = "Yang, Zida  and
      Zeng, Weiqing  and
      You, Guquan  and
      Zheng, Yu",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.136/",
    pages = "2649--2671",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{lee-kim-2026-quality,
    title = "When Quality Filters Backfire: Agreement-Based Latent Filtering Hurts Bootstrap Pretraining",
    author = "Lee, Suan  and
      Kim, JaeSeong",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.137/",
    pages = "2672--2687",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{tan-handoyo-2026-survey,
    title = "A Survey of Neurosymbolic Approaches to Propaganda and Persuasion Technique Detection",
    author = "Tan, Alysa Ziying  and
      Handoyo, Daniel Kainovan",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.138/",
    pages = "2688--2699",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{al-sahili-etal-2026-fairjudge,
    title = "{F}air{J}udge: Abstention-Aware Multimodal Judges for Fairness and Alignment Evaluation in Text-to-Image Models",
    author = "Al Sahili, Zahraa  and
      Nowaz, Maimuna  and
      Fetanat, Maryam  and
      Patras, Ioannis  and
      Purver, Matthew",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.139/",
    pages = "2700--2718",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{banerjee-etal-2026-wk,
    title = "{WK}-Drift: Benchmarking Procedural Memory Maintenance under World Knowledge Drift",
    author = "Banerjee, Pratyay  and
      Moshtaghi, Masud  and
      Chadha, Ankit",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.140/",
    pages = "2719--2736",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{zhong-etal-2026-describe,
    title = "{D}e{S}cribe: Discourse-Driven Extraction and Structuring of Claim Verification for Better Faithfulness Evaluation",
    author = "Zhong, Yang  and
      Liu, Yang Janet  and
      Litman, Diane",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.141/",
    pages = "2737--2771",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{lu-etal-2026-empirical,
    title = "An Empirical Study of Many-Shot In-Context Learning for Machine Translation of Low-Resource Languages",
    author = "Lu, Yinhan  and
      Jhajj, Gaganpreet  and
      Zhang, Chen  and
      Andy, Anietie  and
      Adelani, David Ifeoluwa",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.142/",
    pages = "2772--2804",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{alam-etal-2026-bridging,
    title = "Bridging the Long-Tail Gap: Robust Retrieval-Augmented Relation Completion via Multi-Stage Paraphrase Infusion",
    author = "Alam, Fahmida  and
      Surdeanu, Mihai  and
      Riloff, Ellen",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.143/",
    pages = "2805--2823",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{li-etal-2026-dkcd,
    title = "{DKCD}: Domain Knowledge-Enhanced Causal Discovery from Unstructured Data",
    author = "Li, Xin  and
      Li, Jin  and
      Wang, Shoujin  and
      Yu, Kun  and
      Chen, Fang",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.144/",
    pages = "2824--2850",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{nursal-etal-2026-supervision,
    title = "When more supervision hurts: reward design for structured biomedical reasoning in 4{B} models",
    author = "Nursal, Batuhan  and
      Ye, Christophe  and
      Guo, Xinyu  and
      He, Xin  and
      Mitchell, Cassie S.",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.145/",
    pages = "2851--2866",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{gao-etal-2026-modeling,
    title = "Modeling Discourse Profiles in Climate Misinformation Discourse",
    author = "Gao, Ge  and
      Shan, Zhengyang  and
      Plummer, Bryan A.  and
      Betke, Margrit  and
      Wijaya, Derry Tanti",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.146/",
    pages = "2867--2887",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{al-kautsar-etal-2026-culturetalk,
    title = "{CULTURETALK}-{ID}: A Multi-Task Dialogue Benchmark for Cultural Commonsense in {I}ndonesian Local Languages",
    author = "Al Kautsar, Muhammad Dehan  and
      Pranida, Salsabila Zahirah  and
      Elbouardi, Bilal  and
      Koto, Fajri",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.147/",
    pages = "2888--2912",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{zhang-etal-2026-automated,
    title = "How Is Automated Research Evaluated? A Survey of Benchmarks and Evaluation Practices",
    author = "Zhang, Liulei  and
      Zhou, Dejing  and
      Huang, Chuyue  and
      Chen, Guanhua  and
      Yao, Yutong  and
      Chao, Lidia S.  and
      Vong, Chi Man  and
      Wong, Derek F.",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.148/",
    pages = "2913--2951",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{kim-lee-2026-pretraining,
    title = "Pretraining Builds Cooperation, Not Components: Tracking Inter-Layer Coordination via Lie Brackets",
    author = "Kim, JaeSeong  and
      Lee, Suan",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.149/",
    pages = "2952--2964",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{upreti-2026-plan,
    title = "Where Does Plan Validity Live in Grammar-Constrained {LLM} Planning? An Applicability Mask Induced from Environment Rollouts",
    author = "Upreti, Nijesh",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.150/",
    pages = "2965--2990",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{yan-etal-2026-corrective,
    title = "Corrective Retrieval Augmented Generation",
    author = "Yan, Shi-Qi  and
      Gu, Jia-Chen  and
      Zhu, Yun  and
      Ling, Zhen-Hua",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.151/",
    pages = "2991--3003",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{aldous-etal-2026-ai,
    title = "{AI}-Sustainability Discourse Across Social Media: Sentiment, Topics, and Engagement on {L}inked{I}n, {X}, and Bluesky",
    author = "Aldous, Kholoud Khalil  and
      Biswas, Md. Rafiul  and
      Bessghaier, Mabrouka  and
      Ibrahim, Shimaa  and
      Attia, Kais  and
      Zaghouani, Wajdi",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.152/",
    pages = "3004--3018",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{pan-etal-2026-whisperx,
    title = "{W}hisper{X}-{LLM}-{T}erm{F}ixer: Enhancing Whisper with {LLM}-Guided Post-Decoding for Domain-Specific Terminology",
    author = "Pan, Ronghao  and
      Garc{\'i}a-D{\'i}az, Jos{\'e} Antonio  and
      Valencia-Garc{\'i}a, Rafael",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.153/",
    pages = "3019--3042",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{oamen-etal-2026-blockbench,
    title = "{B}lock{B}ench: Contamination-Controlled Evaluation of Large Language Models for Code Analysis",
    author = "Oamen, Paul Osemudiame  and
      Mene, Courage Ochuko  and
      Daniel, Abraham Ugbedeojo  and
      Mukherjee, Ananya  and
      Onobhayedo, Pius  and
      Zhao, Wei",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.154/",
    pages = "3043--3062",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{zhang-2026-safe,
    title = "{SAFE}-{KV}: Causal Suffix Repair for Behavior-Preserving Non-Prefix {KV} Cache Reuse in {RAG}",
    author = "Zhang, Xingjian",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.155/",
    pages = "3063--3098",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{saha-etal-2026-inlegallaysum,
    title = "{I}n{L}egal{L}ay{S}um: A Novel Benchmark for Lay Summarization of {I}ndian Legal Documents",
    author = "Saha, Trishita  and
      Datta, Debtanu  and
      Tiwari, Shubham  and
      Kaushal, Mohit  and
      Rathore, Priyank  and
      Pandit, Mohammad Khalid  and
      Goyal, Pawan  and
      Ghosh, Saptarshi",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.156/",
    pages = "3099--3123",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{zhou-etal-2026-wise,
    title = "{WISE}-Flow: Workflow-Induced Structured Experience for Self-Evolving Conversational Service Agents",
    author = "Zhou, Yuqing  and
      Wang, Zhuoer  and
      Jk  and
      Wang, Hong  and
      Koelle, Samson  and
      Zhu, Ziwei  and
      Niu, Wei",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.157/",
    pages = "3124--3143",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{nguyen-etal-2026-copy,
    title = "Copy Less, Ground More: Selective and Confidence-Aware Decoding for Grounded Legal Generation",
    author = "Nguyen, Tan-Minh  and
      Do, Truong Dinh  and
      Nguyen, Hiep K. V.  and
      Nguyen, Le-Minh",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.158/",
    pages = "3144--3168",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{chauhan-etal-2026-supervised,
    title = "When Do Supervised {UQ} Ensembles Improve {LLM} Hallucination Detection? A Robustness Study",
    author = "Chauhan, Mohit Singh  and
      Gyanchandani, Vipin  and
      Bouchard, Dylan",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.159/",
    pages = "3169--3190",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{vijjini-chaturvedi-2026-fair,
    title = "{FAIR}: Balancing Identity-Associated Training Signals to Mitigate Personalization Bias",
    author = "Vijjini, Anvesh Rao  and
      Chaturvedi, Snigdha",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.160/",
    pages = "3191--3208",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{li-2026-saver,
    title = "{SAVER}: Selective Auditing of Verbal Evidence for Error Recovery in {VLM} Change Reasoning",
    author = "Li, Youdi",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.161/",
    pages = "3209--3227",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{li-etal-2026-use,
    title = "When and How to use In-context Learning for modern {LVLM}s? An Extensive Investigation",
    author = "Li, Pengxiang  and
      Zhao, Yu  and
      Yu, Jiaxin  and
      Xie, Liang  and
      Yin, Erwei",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.162/",
    pages = "3228--3249",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{canby-etal-2026-analyzing,
    title = "Analyzing Multilingual Parametric Knowledge Retrieval with Sparse Autoencoders",
    author = "Canby, Marc E.  and
      Cho, Ikhyun  and
      Hockenmaier, Julia",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.163/",
    pages = "3250--3264",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{chauhan-2026-deck,
    title = "{DECK}: A Consistency {\texttimes} Confidence Taxonomy of {LLM} Hallucinations",
    author = "Chauhan, Mohit Singh",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.164/",
    pages = "3265--3285",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{xiong-etal-2026-deaf,
    title = "{DEAF}: A Benchmark for Diagnostic Evaluation of Acoustic Faithfulness in Large Audio Language Models",
    author = "Xiong, Jiaqi  and
      Qi, Yunjia  and
      Cao, Qi  and
      Zheng, Yu  and
      Zhang, Yutong  and
      Wang, Ziteng  and
      Liao, Ruofan  and
      Xu, Weisheng  and
      Liu, Sichen",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.165/",
    pages = "3286--3299",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{choi-kim-2026-interactive,
    title = "Interactive and Scalable Evaluation of {LLM} Math Tutoring via Simulated Teacher-Student Dialogues",
    author = "Choi, Gihyeon  and
      Kim, Harksoo",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.166/",
    pages = "3300--3313",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{lee-etal-2026-omit,
    title = "{OMIT} the Action: Measuring Framing-Invariant Omission Bias under Philosophical Disagreement",
    author = "Lee, Sihyeon  and
      Song, Jihun  and
      Kim, Chanwoo  and
      Kum, Jiwoo  and
      Park, Chanjun",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.167/",
    pages = "3314--3334",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{choo-etal-2026-structured,
    title = "Structured but Silent: Probing Capability Requirements in {LLM} Hidden States",
    author = "Choo, Kyojun  and
      Song, Minsoo  and
      Kang, Yunju  and
      Park, Chanjun",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.168/",
    pages = "3335--3375",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{narumanchi-etal-2026-cascade,
    title = "{CASCADE}: Cognitive Assessment via Sentence Context and Distortion Extraction",
    author = "Narumanchi, Archit  and
      Rashidov, Azamat  and
      Park, Jong C.",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.169/",
    pages = "3376--3391",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{li-etal-2026-one,
    title = "One Prompt Does Not Fit All: Self-Meta-Evolve for Personalized Information Extraction",
    author = "Li, Hongliang  and
      Wang, Lu  and
      Xu, Yong  and
      Chen, Hanyang  and
      Hou, Zhitao  and
      Qin, Xiaoting  and
      Ge, Song  and
      Lin, Qingwei  and
      Zhang, Dongmei",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.170/",
    pages = "3392--3407",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{li-etal-2026-models,
    title = "Models Know Their Shortcuts: Deployment-Time Shortcut Mitigation",
    author = {Li, Jiayi  and
      Tang, Shijie  and
      Kaynar, G{\"u}n  and
      Du, Shiyi  and
      Kingsford, Carl},
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.171/",
    pages = "3408--3430",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{kumar-etal-2026-entailed,
    title = "Entailed Opinion Matters: Improving the Fact-Checking Performance of Language Models by Relying on their Entailment Ability",
    author = "Kumar, Gaurav  and
      Garg, Ayush  and
      Mazumder, Debajyoti  and
      Kishore, Aditya  and
      Kumar, Babu  and
      Patro, Jasabanta",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.172/",
    pages = "3431--3452",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{hu-etal-2026-coat,
    title = "{COAT}: An Orthogonal Benchmark for Diagnosing {C}hinese Adversarial Toxicity Detection Failures",
    author = "Hu, Jiaqi  and
      Liu, Mingshuai  and
      Wu, Haobo  and
      Li, Xin",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.173/",
    pages = "3453--3465",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{shin-lee-2026-mass,
    title = "Mass-Tail Attribution Entropy: A Regime-Conditional Decoder for Vision-Language Model Hallucination",
    author = "Shin, Jaegwang  and
      Lee, Suan",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.174/",
    pages = "3466--3490",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{bao-shi-2026-indexrag,
    title = "{I}ndex{RAG}: Index-Time Reasoning for Multi-Hop Retrieval-Augmented Generation",
    author = "Bao, Zhenghua  and
      Shi, Yi",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.175/",
    pages = "3491--3506",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{wang-etal-2026-gpc,
    title = "{GPC}-{E}4: Generalized Consistency and Entropic Evidence for Backdoor Detection in Vision Language Models",
    author = "Wang, Xuan  and
      Yan, Xuehu  and
      Lu, Yuliang  and
      Ye, Kejiang  and
      Xu, Cheng-zhong  and
      Gao, Xitong",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.176/",
    pages = "3507--3522",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{moon-etal-2026-trippattern,
    title = "{T}rip{P}attern: A Pattern-based Text Watermarking Method for Large Language Models",
    author = "Moon, Sangjun  and
      Choi, Dasom  and
      Kwon, Jingun  and
      Kamigaito, Hidetaka  and
      Watanabe, Taro  and
      Okumura, Manabu",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.177/",
    pages = "3523--3538",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{choi-etal-2026-imfd,
    title = "{IMFD}: End-to-end Multi-Face Forgery Detection through Instruction-based Large Vision-Language Models",
    author = "Choi, Dasom  and
      Moon, Sangjun  and
      Im, Hyeongchan  and
      Park, Jaeeon  and
      Kwon, Jingun  and
      Kamigaito, Hidetaka  and
      Watanabe, Taro  and
      Okumura, Manabu",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.178/",
    pages = "3539--3546",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{kawarada-etal-2026-efficient,
    title = "Efficient Many-Shot In-Context Learning with Task-Level Compression and Instance-Level Retrieval",
    author = "Kawarada, Masayuki  and
      Honda, Ukyo  and
      Takase, Sho",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.179/",
    pages = "3547--3555",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{maheswaran-desarkar-2026-beyond,
    title = "Beyond {EOS}: Revealing the Internal Monologue of Language Models",
    author = "Maheswaran, Aishwarya  and
      Desarkar, Maunendra Sankar",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.180/",
    pages = "3556--3574",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{kim-etal-2026-polar,
    title = "Polar: A Benchmark for Evaluating Political Bias in {LLM}s",
    author = "Kim, Sangho  and
      Kim, Heejin  and
      Jeon, Hyunggeun  and
      Park, Yoonhee  and
      Lee, Jaejin",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.181/",
    pages = "3575--3635",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{lee-etal-2026-reducing,
    title = "Reducing Logprob Without Causal Verification: Diagnosing {SAE}-Based {PII} Suppression in {LLM}s",
    author = "Lee, Chaerin  and
      Lee, Wonho  and
      Park, Sohee  and
      Choi, Daeseon",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.182/",
    pages = "3636--3654",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{d-mishra-2026-grain,
    title = "{GRAIN}: Gradient-Based Interaction Graph of Neurons for Explainable Misinformation Detection",
    author = "D, Rathod Darshan  and
      Mishra, Rahul",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.183/",
    pages = "3655--3670",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{nagasawa-shibayama-2026-sieve,
    title = "{SIEVE}: Slot-wise Evaluation of Information-Role Retention in Fixed-Length Meeting Summarization",
    author = "Nagasawa, Jumpei  and
      Shibayama, Seiya",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.184/",
    pages = "3671--3699",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{kumar-etal-2026-encoded,
    title = "Encoded but Not Routed: Explaining the Table-Chart Gap in Scientific Claim Verification",
    author = "Kumar, Sunisth  and
      Ho, Xanh  and
      Schopf, Tim  and
      Greiner-Petter, Andre  and
      Boudin, Florian  and
      Aizawa, Akiko",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.185/",
    pages = "3700--3709",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{tamura-sekii-2026-chained,
    title = "Chained Cross-Modal Learning for Modality-Agnostic Embeddings",
    author = "Tamura, Naoki  and
      Sekii, Taiki",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.186/",
    pages = "3710--3723",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{zhang-etal-2026-sasu,
    title = "{SASU}: Structure-Anchored Semantic Unification for Code Search",
    author = "Zhang, Qian  and
      Li, Hao  and
      Jiang, Hao",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.187/",
    pages = "3724--3735",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{shi-etal-2026-emr,
    title = "{EMR}: Self-Evolving Medical Multi-Agent System via Experience Mining and Reuse",
    author = "Shi, Dongsheng  and
      Li, Yue  and
      Yi, Xin  and
      Wang, Linlin",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.188/",
    pages = "3736--3752",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{amun-etal-2026-psychometric,
    title = "Psychometric Benchmark and Bias Assessment in Open-Source Pre-trained {NLI} Models",
    author = "Amun, Fadi  and
      Cohen, Ofir  and
      Elyashar, Aviad  and
      Cohen, Odeya  and
      Puzis, Rami",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.189/",
    pages = "3753--3771",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{orsini-etal-2026-graphs,
    title = "Not All Graphs Are Maps: A Task-Agnostic Exploration Framework for Mobile {GUI} Navigation",
    author = "Orsini, Adamo  and
      Ayyoubzadeh, Seyed Mehdi  and
      Pinon, Sadman Rakib  and
      Zhang, Hannuo  and
      Baradari, Koosha Gholipour  and
      YU, Yuanhao  and
      Zuo, Xinxin  and
      Wang, Yang",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.190/",
    pages = "3772--3794",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{lee-etal-2026-skin,
    title = "Skin-Deep: A Geometric Diagnostic for Alignment Fragility in Large Language Model Representations",
    author = "Lee, Dongyub Jude  and
      Lee, Jungseob  and
      Lee, Seungyoon  and
      Hong, Seongtae  and
      Son, Suhyune  and
      Eo, Sugyeong  and
      Seo, Jaehyung  and
      Lim, Heuiseok",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.191/",
    pages = "3795--3808",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{zaghouani-etal-2026-arabmisinfo,
    title = "{A}rab{M}isinfo: A Decade-Long {A}rabic {F}acebook Corpus for Misinformation Discourse and Engagement Analysis",
    author = "Zaghouani, Wajdi  and
      Ibrahim, Shimaa  and
      Bessghaier, Mabrouka  and
      Biswas, Md. Rafiul",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.192/",
    pages = "3809--3820",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{feng-etal-2026-diagbench,
    title = "{D}iag{B}ench: Evaluating Diagnostic Revision in Large Language Models with Longitudinal Inpatient Records",
    author = "Feng, Huawei  and
      Shi, Dongsheng  and
      Wang, Linlin",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.193/",
    pages = "3821--3832",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{qi-etal-2026-xchoice,
    title = "{XC}hoice: Explainable Evaluation of {AI}{--}Human Alignment in {LLM}-based Constrained Choice Decision Making",
    author = "Qi, Weihong  and
      Huang, Fan  and
      Muralidharan, Rasika  and
      An, Jisun  and
      Kwak, Haewoon",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.194/",
    pages = "3833--3861",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{cao-etal-2026-molecule,
    title = "Molecule Generation through Reasoning with Large Language Models",
    author = "Cao, Congfeng  and
      Wu, Di  and
      Zhang, Zhi  and
      Huang, Jia-Hong  and
      Bloem, Jelke  and
      Sima{'}an, Khalil",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.195/",
    pages = "3862--3879",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{varadaraju-etal-2026-breaking,
    title = "Breaking the Speech-Act Contract: Uptake Failures and Void Commitments in Large Language Models",
    author = "Varadaraju, Sahana  and
      Vijayakumar, Bharathwaj  and
      Baskaran, Lathish Balaji",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.196/",
    pages = "3880--3893",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{aarnes-setty-2026-towards,
    title = "Towards Robust Numerical Claim Verification",
    author = "Aarnes, Peter R{\o}ysland  and
      Setty, Vinay",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.197/",
    pages = "3894--3915",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{kuznetsov-etal-2026-freakout,
    title = "{F}reak{O}ut-{LLM}: The Effect of Emotional Stimuli on Safety Alignment",
    author = "Kuznetsov, Daniel  and
      Cohen, Ofir  and
      Shistik, Karin  and
      Shabtai, Asaf  and
      Puzis, Rami",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.198/",
    pages = "3916--3933",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{gao-etal-2026-personalization-matters,
    title = "Personalization Matters: Long-Horizon Conversation Agent with User-Centric Information in Online Shopping Interactions",
    author = "Gao, Rena Wei  and
      Dai, Yue  and
      Guan, Hao  and
      Gao, Shengxiang  and
      Wu, Wangyang  and
      Shen, Yixin  and
      Lau, Jey Han",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.199/",
    pages = "3934--3978",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{shahbazi-etal-2026-textual,
    title = "From Textual Columns to Query Plans: A Unified Relational-Semantic Execution Framework for Hybrid Query Processing",
    author = "Shahbazi, Nima  and
      Maekawa, Seiji  and
      Bhutani, Nikita  and
      Hruschka, Estevam",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.200/",
    pages = "3979--4002",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{li-etal-2026-behaviorally,
    title = "Behaviorally Grounded User Profiles from the Wild for Personalized Alignment and Multi-Perspective Reasoning",
    author = "Li, Yuxuan  and
      Zhong, Victor  and
      Kamalloo, Ehsan",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.201/",
    pages = "4003--4024",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{zhang-gross-2026-ppl,
    title = "{PPL}-Factory: Task-Aware and Budget-Aware Data Selection from Language Modeling to Reasoning",
    author = "Zhang, Hang  and
      Gross, Warren J.",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.202/",
    pages = "4025--4038",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{shahid-etal-2026-training,
    title = "Training free Cross-Modal Alignment for Multilingual Image Retrieval",
    author = "Shahid, Usman  and
      Jain, Manan  and
      Parde, Natalie",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.203/",
    pages = "4039--4049",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{rajesh-etal-2026-convo,
    title = "No Convo! The Illusion of Reliability in Online Toxicity Detection",
    author = "Rajesh, Rachita  and
      Chance, Christina A  and
      Suvarna, Ashima  and
      Chang, Kai-Wei  and
      Gabriel, Saadia",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.204/",
    pages = "4050--4072",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{sathvik-etal-2026-betxplain,
    title = "{B}et{X}plain: An Explanation-Annotated Dataset for Detecting Manipulative Betting Advertisements on Social Media",
    author = "Sathvik, Msvpj  and
      Vangapandu, Parmitha  and
      Rane, Nishit Rahul  and
      Narkedimilli, Sathwik  and
      Lee, Mark  and
      Saxena, Akrati",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.205/",
    pages = "4073--4089",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{ishikawa-etal-2026-hydra,
    title = "{HYDRA}: Evaluating Logical Thinking Abilities of {LLM}s through Formulating Hypotheses and Verification Methods",
    author = "Ishikawa, Shin-nosuke  and
      Ohba, Hirotsugu  and
      Todo, Masato  and
      Yoshino, Atsushi  and
      Daimon, Masahiro",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.206/",
    pages = "4090--4105",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{jia-etal-2026-gcotd,
    title = "{GC}o{TD}: A Non-Intrusive Diagnostic Pipeline for Black-Box {LLM} Backdoor Detection via Graph Chain-of-Thought",
    author = "Jia, Chengyu  and
      MaungMaung, AprilPyone  and
      Nguyen, Huy H.  and
      Echizen, Isao  and
      Chen, Jinyin",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.207/",
    pages = "4106--4127",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{parvathy-etal-2026-tokenmix,
    title = "{T}oken{M}ix: Efficient Batched Inference for Mixture-of-Experts Models with Joint Expert Selection",
    author = "Parvathy, Aradhana Mohan  and
      Krithivasan, Sarada  and
      Venkataramani, Swagath  and
      Raghunathan, Anand  and
      Srinivasan, Viji",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.208/",
    pages = "4128--4140",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{chen-etal-2026-chains,
    title = "From Chains to Graphs: Self-Structured Reasoning for General-Domain {LLM}s",
    author = "Chen, Yingjian  and
      Liu, Haoran  and
      Liu, Yinhong  and
      Tong, Sherry T.  and
      Feng, Aosong  and
      Lu, Jinghui  and
      JTzhang  and
      Iwasawa, Yusuke  and
      Matsuo, Yutaka  and
      Li, Irene",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.209/",
    pages = "4141--4159",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{woo-etal-2026-cora,
    title = "{CORA}: A Protocol for Diagnosing Boundary Robustness in Text-to-Audio Retrieval under Query Reformulations",
    author = "Woo, Jae Min  and
      Kong, Kyongmin  and
      Jeong, Bogyung  and
      Kim, Minjeong  and
      Yoo, HaeJun  and
      Chang, Du-Seong",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.210/",
    pages = "4160--4184",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{zhao-etal-2026-hears,
    title = "It Hears, It Sees too: Multi-Modal {LLM} for Depression Detection By Integrating Visual Understanding into Audio Language Models",
    author = "Zhao, Xiangyu  and
      Shen, Yaling  and
      Jiang, Yiwen  and
      Wang, Zimu  and
      Liu, Jiahe  and
      Cheng, Maxmartwell H  and
      Oliveira, Guilherme C  and
      Desimone, Robert  and
      Dwyer, Dominic  and
      Ge, Zongyuan",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.211/",
    pages = "4185--4196",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{le-etal-2026-unitor,
    title = "{U}ni{T}o{R}: Towards Universal Token-level Routing for Efficient Reasoning in Large Language Models",
    author = "Le, Nguyen-Khang  and
      Do, Truong Dinh  and
      Nguyen, Le-Minh",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.212/",
    pages = "4197--4215",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{ayad-etal-2026-cubes,
    title = "{C}u{BE}s: Culturally-Situated Behavioral Evaluations and the Limitations of Culture-Blind {LLM} Judges",
    author = "Ayad, Hoda  and
      Mitra, Tanu  and
      Mukherji, Abhishek",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.213/",
    pages = "4216--4232",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{moskovskiy-panchenko-2026-k,
    title = "K-{FORGE}: Fisher-Guided Initialization for Preference-Based {LLM} Unlearning",
    author = "Moskovskiy, Daniil  and
      Panchenko, Alexander",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.214/",
    pages = "4233--4248",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{yue-etal-2026-mooc,
    title = "{MOOC}-{MESE}: Dataset and Framework for Multimodal Entity Set Expansion in {MOOC}s",
    author = "Yue, Shichao  and
      Wan, Jing  and
      Chen, Yubin",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.215/",
    pages = "4249--4258",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{he-etal-2026-self,
    title = "Self-Route: Automatic Mode Switching via Capability Estimation for Efficient Reasoning",
    author = "He, Yang  and
      Ding, Xiao  and
      Cai, Bibo  and
      Zhang, Yufei  and
      Xiong, Kai  and
      Sun, Zhouhao  and
      Qin, Bing  and
      Liu, Ting",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.216/",
    pages = "4259--4270",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{berend-2026-masking,
    title = "No Masking Needed: Predicting Latent Semantics for Efficient Pre-training of Encoder-based Language Models",
    author = "Berend, G{\'a}bor",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.217/",
    pages = "4271--4285",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{gupta-etal-2026-long,
    title = "Long-Term Agent Memory through Complementary Curation and Consolidation",
    author = {Gupta, Abhishek  and
      Han, Dongge  and
      Madrigal, Daniel  and
      Chen, Wei-Ning  and
      Das, Mayukh  and
      R{\"u}hle, Victor  and
      Rajmohan, Saravan},
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.218/",
    pages = "4286--4294",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{li-etal-2026-raser,
    title = "{RASER}: Recoverability-Aware Selective Escalation Router for Multi-Hop Question Answering",
    author = {Li, Yuyang  and
      Yan, Zihe  and
      K{\"a}fer, Tobias},
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.219/",
    pages = "4295--4311",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{kang-etal-2026-polar,
    title = "{POLAR}: Ontology-Guided Risk Prevention for Tool-Calling {LLM} Agents",
    author = "Kang, Yunju  and
      Cho, Seonghyeon  and
      Li, Irene  and
      Yoon, Yeo Chan  and
      Park, Chanjun",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.220/",
    pages = "4312--4328",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{glocker-etal-2026-outgrowing,
    title = "Outgrowing the Curse of Multilinguality: Scaling Strategies for Efficient Language Adaptation",
    author = {Glocker, Kevin  and
      Kukk, K{\"a}triin  and
      Oji, Romina  and
      Bollmann, Marcel  and
      Kuhlmann, Marco  and
      Kunz, Jenny},
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.221/",
    pages = "4329--4344",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{bhandarkar-nanesha-2026-vouch,
    title = "Vouch: Counterfactual Contracts for Multi-Agent Coordination",
    author = "Bhandarkar, Abhay  and
      Nanesha, Vedanth",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.222/",
    pages = "4345--4368",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{tong-etal-2026-towards,
    title = "Towards Smart Exploration: Reinforcement Learning for {LLM} Agents Guided by Meta-Actions",
    author = "Tong, Hanwen  and
      Zhang, Zhengqi  and
      Lu, Ruixuan  and
      Dai, Jincheng  and
      Yang, Bin  and
      Zheng, Bo  and
      Wei, Feng",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.223/",
    pages = "4369--4388",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{dhar-etal-2026-towards,
    title = "Towards Universal Calibration for In-Context Classification",
    author = "Dhar, Awik  and
      Sarawagi, Sunita  and
      Agarwal, Arpit",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.224/",
    pages = "4389--4418",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{rajesh-etal-2026-data,
    title = "Data Augmentation for Improving Contextual Faithfulness Under Knowledge Conflict",
    author = "Rajesh, Mohith  and
      Maheshwari, Raj  and
      Tiwari, Vashisth  and
      Bisk, Yonatan  and
      Strubell, Emma  and
      Milbauer, Jeremiah  and
      Fernandez, Jared",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.225/",
    pages = "4419--4431",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{tamsal-rusert-2026-adaptation,
    title = "Adaptation, Not Algorithm: {L}o{RA} and Full Fine-Tuning Show Comparable Black-Box Jailbreak Degradation in Five Open-Weight {LLM}s",
    author = "Tamsal, Taleef  and
      Rusert, Jonathan",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.226/",
    pages = "4432--4458",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{chelombitko-hamalainen-2026-cultural,
    title = "Cultural Awareness is Represented but Not Decoded: Tracing Mythological Knowledge across 18 Open-Source {LLM}s",
    author = {Chelombitko, Iaroslav  and
      H{\"a}m{\"a}l{\"a}inen, Mika},
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.227/",
    pages = "4459--4502",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{saha-etal-2026-leveraging,
    title = "Leveraging Articulatory Phonetic Groupings for Robust Speech Enhancement for Cochlear Implants in Complex Acoustic Environments",
    author = "Saha, Sohini  and
      Collins, Leslie M.  and
      Mainsah, Boyla",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.228/",
    pages = "4503--4529",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{chen-etal-2026-superficial,
    title = "Superficial Reflection or Genuine Thought? A Fine-Grained Cognitive Analysis of Large Reasoning Models",
    author = "Chen, Yuxiang  and
      Wu, Zuohan  and
      Wang, Ziwei  and
      Yu, Xiangning  and
      Li, Xujia  and
      Yang, Linyi  and
      Yang, Mengyue  and
      Wang, Jun  and
      Chen, Lei",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.229/",
    pages = "4530--4548",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{yoo-etal-2026-beyond,
    title = "Beyond Diagnosis: Evaluating Recommendation Stability under Counterfactual Skin-Tone Perturbations",
    author = "Yoo, Hyunwoo  and
      Kim, Kyusik  and
      Rosen, Gail",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.230/",
    pages = "4549--4564",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{sata-nakayama-2026-revisiting,
    title = "Revisiting Co-Evolution for Multi-Turn Safety Alignment: Limitations and Alignment Tax Mitigation",
    author = "Sata, Yoshiaki  and
      Nakayama, Kouta",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.231/",
    pages = "4565--4578",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{xi-etal-2026-cost,
    title = "The Cost of Compression: A Rate-Distortion Limit on Factual Hallucination",
    author = "Xi, Wang  and
      Xu, Shijia  and
      Guo, Rongfeng",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.232/",
    pages = "4579--4598",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{hu-etal-2026-optimizing-reasoning,
    title = "Optimizing Reasoning {LLM}s for Automated Feature Engineering via Multi-Stage Direct Preference Optimization",
    author = "Hu, Mingzhi  and
      Pan, Menghai  and
      Chen, Yuzhong  and
      Wang, Junpeng  and
      Dou, Yingtong  and
      Rakesh, Vineeth  and
      Le, Hoang Anh Duy  and
      Saini, Uday Singh  and
      Dai, Xin  and
      Fan, Xiran  and
      Liu, Yuqing  and
      Cai, Yiwei",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.233/",
    pages = "4599--4618",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{xu-etal-2026-synthesizing,
    title = "Synthesizing Code Completion Trajectories for Mid-training in Software Engineering",
    author = "Xu, Siwei  and
      Liu, Qiyuan  and
      Li, Ruifan",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.234/",
    pages = "4619--4630",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{saha-etal-2026-parameter,
    title = "Parameter-Efficient Domain Adversarial Training for Lightweight Framewise Phoneme Classification",
    author = "Saha, Sohini  and
      Collins, Leslie M.  and
      Mainsah, Boyla",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.235/",
    pages = "4631--4648",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{li-etal-2026-4olgen,
    title = "{M}{\textasciicircum}4ol{G}en: Multi-Agent, Multi-Stage Molecular Generation under Precise Multi-Property Constraints",
    author = "Li, Yizhan  and
      Cloutier, Florence  and
      Wu, Sifan  and
      Parviz, Ali  and
      Knyazev, Boris  and
      Zhang, Yan  and
      Berseth, Glen  and
      Liu, Bang",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.236/",
    pages = "4649--4662",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{bandyopadhyay-etal-2026-language,
    title = "When Should Language Models Search? A Topology-Aware Analysis of Reasoning Strategies",
    author = "Bandyopadhyay, Dibyanayan  and
      Khan, MD Tanzeel Adam  and
      Ekbal, Asif",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.237/",
    pages = "4663--4681",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{cong-etal-2026-evaluating,
    title = "Evaluating {LLM}-as-a-Judge Beyond Score Alignment: A Psychometric Analysis of Residual Judging Difficulty",
    author = "Cong, Longwei  and
      Hahn, Sonja  and
      Gombert, Sebastian  and
      Camus, Leon  and
      Zehner, Fabian  and
      Drachsler, Hendrik  and
      Kroehne, Ulf",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.238/",
    pages = "4682--4697",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{chen-etal-2026-efficient-multimodal,
    title = "Efficient Multimodal Planning Agent for Visual Question-Answering",
    author = "Chen, Zhuo  and
      Geng, Xinyu  and
      Wang, Xinyu  and
      Jiang, Yong  and
      Zhang, Zhen  and
      Xie, Pengjun  and
      Tu, Kewei",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.239/",
    pages = "4698--4718",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{bounhar-etal-2026-yapo,
    title = "{Y}a{PO}: Learnable Sparse Activation Steering Vectors for Domain Adaptation",
    author = "Bounhar, Abdelaziz  and
      Elbadry, Rania  and
      Abdine, Hadi  and
      Nakov, Preslav  and
      Vazirgiannis, Michalis  and
      Shang, Guokan",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.240/",
    pages = "4719--4740",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{macko-2026-evaluation,
    title = "Evaluation of Multilingual {LLM}s Personalized Text Generation Capabilities Targeting Groups and Social-Media Platforms",
    author = "Macko, Dominik",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.241/",
    pages = "4741--4760",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{karki-etal-2026-reading,
    title = "Reading Between the Layers: Cross-Modal Alignment and Representational Hierarchy in Vision Transformers",
    author = "Karki, Sugam  and
      V{\'a}zquez, Ra{\'u}l  and
      Kementchedjhieva, Yova",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.242/",
    pages = "4761--4775",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{chen-etal-2026-large-language,
    title = "Large Language Models for Solid-Earth Geoscience: Applications, Modalities, and Memory-Reason-Act Techniques",
    author = "Chen, Yisu  and
      Zhang, Yiran  and
      Dai, Yifeng  and
      Wu, Puzhen  and
      Li, Sirui  and
      Liu, Wei  and
      Ding, Yihao",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.243/",
    pages = "4776--4790",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{min-etal-2026-probing,
    title = "Probing Reasoning Length Control in Language Models via Neurons",
    author = "Min, Dongwook  and
      Kang, Jeonhwi  and
      Park, Cheoneum  and
      Na, Seung-Hoon",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.244/",
    pages = "4791--4808",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{lu-etal-2026-seem,
    title = "{S}e{EM}: Selective Dictionary-based Generation",
    author = "Lu, Hongyuan  and
      Li, Zixuan  and
      Lam, Wai",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.245/",
    pages = "4809--4830",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{dela-cruz-etal-2026-beyond,
    title = "Beyond Consensus: Diagnosing Coverage, Majority Bias, and Grounding Equity in High-Stakes Multi-Document Diversity Summarization",
    author = "dela Cruz, Jane Arleth  and
      Hendrickx, Iris  and
      Larson, Martha",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.246/",
    pages = "4831--4845",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{zhang-etal-2026-dpdisc,
    title = "{DPD}isc: From Factoid Questions to Data Product Requests for Open-World Data Product Discovery over Tables and Text",
    author = "Zhang, Liangliang  and
      Mihindukulasooriya, Nandana  and
      D{'}Souza, Niharika S.  and
      Shirai, Sola  and
      Dash, Sarthak  and
      Ma, Yao  and
      Samulowitz, Horst",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.247/",
    pages = "4846--4865",
    ISBN = "979-8-89176-444-6"
}
@inproceedings{zhao-etal-2026-cleansing,
    title = "Cleansing Fine-Tuning Data to Mitigate Backdoors in {LLM}s via the Base Model{'}s Inherent Generative Abilities",
    author = "Zhao, Qi  and
      Elster, Yan-Keon  and
      Wressnegger, Christian",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.findings-aacl.248/",
    pages = "4866--4886",
    ISBN = "979-8-89176-444-6"
}