@proceedings{aacl-2026-short,
    title = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    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.aacl-short.0/",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{park-etal-2026-empirical,
    title = "An Empirical Study of On-Device Translation for Real-Time Live-Stream Chat on Mobile Devices",
    author = "Park, Jeiyoon  and
      Lee, Daehwan  and
      Yeo, Changmin  and
      Han, Yongshin  and
      Kim, Minseop",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.1/",
    pages = "1--10",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{sinha-etal-2026-immunofomo,
    title = "{I}mmuno{FOMO}: Are Language Models missing what oncologists see?",
    author = "Sinha, Aman  and
      Popescu, Bogdan-Valentin  and
      Coubez, Xavier  and
      Clausel, Marianne  and
      Constant, Mathieu",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.2/",
    pages = "11--21",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{feng-etal-2026-constructive,
    title = "Constructive Comment Extraction from {J}apanese {Y}ou{T}ube Shorts: A Dataset and Empirical Study",
    author = "Feng, Siyuan  and
      Wang, Luecheng  and
      Ogura, Koyo  and
      Iwamoto, Yuma  and
      Sato, Seinosuke  and
      Kometani, Yuki  and
      Itabashi, Masaki  and
      Ozaki, Shintaro  and
      Sakai, Yusuke  and
      Matsuno, Shogo  and
      Kamigaito, Hidetaka  and
      Hayashi, Katsuhiko  and
      Obara, Ryoma  and
      Takase, Sho  and
      Watanabe, Taro",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.3/",
    pages = "22--34",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{sumit-etal-2026-knowledge,
    title = "When Does Knowledge Distillation Hurt? Reliability-Aware Distillation for Low-Resource Language Summarization",
    author = "Sumit, Dipto  and
      Srizon, Ankan Kumar Roy  and
      Rodela, Sadia Khair  and
      Asha, Atia Haque  and
      Afrin, Mourchona  and
      Farhan, Niloy  and
      Sadeque, Farig",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.4/",
    pages = "35--48",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{imrattanatrai-etal-2026-generate,
    title = "Generate, Verify, and Refine: Event Timelines for Robust Video-Grounded Dialogue Systems",
    author = "Imrattanatrai, Wiradee  and
      Asada, Masaki  and
      Hasegawa, Kimihiro  and
      Holm, Susan  and
      Fukuda, Ken  and
      Mitamura, Teruko",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.5/",
    pages = "49--68",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{haneda-etal-2026-wikioriginqa,
    title = "{W}iki{O}rigin{QA}: Automated Construction of a {QA} Dataset with Knowledge Origins for Analyzing Cultural Bias",
    author = "Haneda, Kento  and
      Kishinami, Yosuke  and
      Fujii, Ryo  and
      Sakaguchi, Keisuke  and
      Morishita, Makoto",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.6/",
    pages = "69--77",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{liu-etal-2026-evaluating-contextually,
    title = "Evaluating Contextually Mediated Factual Recall in Multilingual Large Language Models",
    author = "Liu, Yihong  and
      Xiong, Bingyu  and
      Schuetze, Hinrich",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.7/",
    pages = "78--87",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{lanzeray-etal-2026-mortalmath,
    title = "{M}ortal{MATH}: Evaluating the Conflict Between Reasoning Objectives and Emergency Contexts",
    author = "Lanzeray, Etienne  and
      Meilliez, Stephane  and
      Ruelle, Malo  and
      Sileo, Damien",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.8/",
    pages = "88--94",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{tsujimoto-etal-2026-improving,
    title = "Improving {J}apanese-{E}nglish Patent Claim Translation via Reasoning and {GRPO} with Syntactic Reward",
    author = "Tsujimoto, Shogo  and
      Chousa, Katsuki  and
      Nagata, Masaaki  and
      Sasano, Ryohei",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.9/",
    pages = "95--105",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{diandaru-etal-2026-fairness,
    title = "Fairness in Prompting: How Demographic Variations Affect Language Model Outputs",
    author = "Diandaru, Ryandito  and
      Kuzmin, Gleb  and
      Al Kautsar, Muhammad Dehan  and
      Talat, Zeerak  and
      Han, Xudong  and
      Li, Haonan  and
      Kuribayashi, Tatsuki  and
      Shelmanov, Artem  and
      Baldwin, Timothy  and
      Koto, Fajri",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.10/",
    pages = "106--126",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{abdullah-etal-2026-breaking,
    title = "Breaking the Silence: A Dataset and Benchmark for {B}angla Text-to-Gloss Translation",
    author = "Abdullah, Sharif Mohammad  and
      Paul, Abhijit  and
      Roy Dipta, Shubhashis  and
      Masud, Zarif  and
      Rayana, Shebuti  and
      Kabir, Ahmedul",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.11/",
    pages = "127--136",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{pan-etal-2026-vida,
    title = "{VIDA}: A Dataset for Visually Dependent Ambiguity in Multimodal Machine Translation",
    author = "Pan, Jingheng  and
      Wang, Xintong  and
      Wang, Longyue  and
      Ding, Liang  and
      Luo, Weihua  and
      Biemann, Chris",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.12/",
    pages = "137--154",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{al-hakim-etal-2026-mitigating,
    title = "Mitigating the Impact of Glitch Tokens via Targeted Retokenization",
    author = "Al Hakim, Muhammad Alif  and
      Kuzmin, Dmitrii  and
      Zavala, Carlos Javier Gal{\'a}n  and
      Hiraoka, Tatsuya  and
      Nwadike, Munachiso Samuel  and
      Niwa, Ayana  and
      Cognetta, Marco  and
      Pohl, David  and
      Inui, Kentaro",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.13/",
    pages = "155--169",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{kumar-roy-2026-multilingual,
    title = "A Multilingual Evaluation of {LLM}-Based High-School Mathematics Assistance Across {I}ndian Languages",
    author = "Kumar, Yash  and
      Roy, Subhajit",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.14/",
    pages = "170--184",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{yongsatianchot-etal-2026-fahmai,
    title = "{F}ah{M}ai-{T}ele{B}ench: A {T}hai Grounded Tool-Use Benchmark for the Deployable Model Tier",
    author = "Yongsatianchot, Nutchanon  and
      Ittichaiwong, Piyalitt  and
      Sawatphol, Jitkapat  and
      Ruangsiri, Tichanat",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.15/",
    pages = "185--196",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{yongsatianchot-kerdpramote-2026-composing,
    title = "Composing Within Constraints: A Benchmark for {T}hai Classical Poetry in Large Language Models",
    author = "Yongsatianchot, Nutchanon  and
      Kerdpramote, Phuvis",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.16/",
    pages = "197--210",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{yongsatianchot-etal-2026-thaieditbench,
    title = "{T}hai{E}dit{B}ench: A Mechanism-Typed, Length-Stratified Benchmark for {T}hai Orthographic Error Correction",
    author = "Yongsatianchot, Nutchanon  and
      Ittichaiwong, Piyalitt  and
      Veerakanjana, Kanyakorn",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.17/",
    pages = "211--225",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{bhattarai-alhanai-2026-signatures,
    title = "Signatures of Steerability in Activation Space of Language Models",
    author = "Bhattarai, Prajjwal  and
      Alhanai, Tuka",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.18/",
    pages = "226--239",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{shun-etal-2026-diam,
    title = "{DIAM}: Discourse Interaction and Addressee Modeling for {M}alaysia {H}ansard",
    author = "Shun, Goh Kun  and
      Raj, Mohan  and
      Soon, Lay-Ki  and
      Lim, Wern Han  and
      Tan, Ian K. T.",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.19/",
    pages = "240--253",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{young-2026-brevity,
    title = "Is Brevity the Soul of Wit? An Empirical Test Using 570,000 {R}eddit Jokes",
    author = "Young, Robin",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.20/",
    pages = "254--261",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{aryan-2026-concept,
    title = "When Does Concept Erasure Change Behavior?",
    author = "Aryan, Gagan",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.21/",
    pages = "262--280",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{zhang-ma-2026-progress,
    title = "Progress Drift: Auditing False Progress in Long-Horizon {LLM} Agents",
    author = "Zhang, Xiangbo  and
      Ma, Xiaoxu",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.22/",
    pages = "281--294",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{liu-litman-2026-modeling,
    title = "Modeling Iterative Text Revisions Through Chain of Revisions",
    author = "Liu, Zhexiong  and
      Litman, Diane",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.23/",
    pages = "295--307",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{kim-jung-2026-penalty,
    title = "Penalty-Framed No-Valid-Option {MCQA}: Analyzing {LLM} Abstention under Invalid Choices",
    author = "Kim, Jinhyeok  and
      Jung, Hye-Young",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.24/",
    pages = "308--326",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{koh-etal-2026-msft,
    title = "m{SFT}: Addressing Dataset Mixtures Overfitting Heterogeneously in Multi-task {SFT}",
    author = "Koh, Woosung  and
      Jeon, Jeyoung  and
      Song, Youngjin  and
      Cheon, Yujin  and
      Oh, Soowon  and
      Choi, Jaehyeong  and
      Yun, Se-Young",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.25/",
    pages = "327--354",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{woo-etal-2026-youra,
    title = "{Y}ou{RA}: A Persistent-State Architecture for Evidence-Traceable Autonomous Research Agents",
    author = "Woo, Yoonkyu  and
      Lee, Woojin  and
      Huang, Jin-Xia",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.26/",
    pages = "355--375",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{wang-2026-triage,
    title = "{TRIAGE}: Severity-Ranked Multi-Agent Failure Attribution",
    author = "Wang, Xizhi",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.27/",
    pages = "376--397",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{rastogi-2026-reliability,
    title = "A Reliability Audit of Aggregated {MTEB} Scores: Coverage Asymmetry and Language-Specific Rank Inversions Across 17 Languages",
    author = "Rastogi, Archit",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.28/",
    pages = "398--429",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{sei-etal-2026-training,
    title = "Training-Free Residual-Guided Retrieval for Multi-hop {KGQA} with Single-Step {LLM} Inference",
    author = "Sei, Keito  and
      Maurya, Sunil Kumar  and
      Kobashi, Yohei  and
      Matsuo, Yutaka",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.29/",
    pages = "430--442",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{yang-etal-2026-seal,
    title = "{SEAL}-{PR}: Scientific Evidence-Audited and Locally Isolated Peer Review under Untrusted Manuscripts",
    author = "Yang, Zida  and
      You, Guquan  and
      Zeng, Weiqing  and
      Zheng, Yu",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.30/",
    pages = "443--462",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{dai-2026-dont,
    title = "You Don{'}t Understand: Benchmarking Responses to Experiential Mismatch in {LLM}s",
    author = "Dai, Yuyang",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.31/",
    pages = "463--473",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{lee-kim-2026-auditing,
    title = "Auditing {PEFT} Claims: A Stability Probe Unifying Three {L}o{RA}-Variant Fragility Patterns",
    author = "Lee, Suan  and
      Kim, JaeSeong",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.32/",
    pages = "474--494",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{avrahami-nachmani-2026-ilrr,
    title = "{ILRR}: Inference-Time Steering Method for Masked Diffusion Language Models",
    author = "Avrahami, Eden  and
      Nachmani, Eliya",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.33/",
    pages = "495--512",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{ravikumar-2026-missing,
    title = "The Missing ``{I} Don{'}t Know'': Why Three Reasoning-Reliability Findings Converge on Calibrated Abstention",
    author = "Ravikumar, Srijith",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.34/",
    pages = "513--524",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{singh-lall-2026-probing,
    title = "Probing for Negation: Extracting Compositional Negation Signals from Pretrained Language Representations for Image Retrieval",
    author = "Singh, Animesh  and
      Lall, Brejesh",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.35/",
    pages = "525--539",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{mukta-etal-2026-rl,
    title = "{RL}-{MR}: Reinforcement Learning based Budget-Aware Sequential Pretrained Model Ranking",
    author = "Mukta, Saddam  and
      Habib, Md. Ahashan  and
      Nayeem, Mir Tafseer  and
      Islam, Md Adnanul",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.36/",
    pages = "540--551",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{zhang-etal-2026-cogmem,
    title = "{C}og{M}em: A Cognitive Memory Architecture for Sustained Multi-Turn Reasoning in Large Language Models",
    author = "Zhang, Yiran  and
      Hu, Jincheng  and
      Dras, Mark  and
      Naseem, Usman",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.37/",
    pages = "552--562",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{jia-etal-2026-counting,
    title = "Counting Clues: A Lightweight Probabilistic Baseline Can Match an {LLM}",
    author = "Jia, Furong  and
      Pu, Yuan  and
      Guo, Finn  and
      Agrawal, Monica",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.38/",
    pages = "563--584",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{sanz-guerrero-etal-2026-dating,
    title = "Dating the Model: Hidden Dates in System Prompts Affect {LLM} Evaluation",
    author = "Sanz-Guerrero, Mario  and
      Bui, Minh Duc  and
      Mager, Manuel  and
      von der Wense, Katharina",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.39/",
    pages = "585--599",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{park-etal-2026-efficient-task,
    title = "Efficient Task Adaptation in Large Language Models: A Survey of Weight-Based, Prompt-Based, and Embedding-Based Adaptations",
    author = "Park, Jungwon  and
      Choi, Changin  and
      Kim, Jimyeong  and
      Kwak, Nojun  and
      Rhee, Wonjong",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.40/",
    pages = "600--631",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{kim-etal-2026-k-prism,
    title = "K-Prism: A {K}orean Diagnostic Benchmark for Multi-faceted Hallucination in Vision-Language Models",
    author = "Kim, Min Hyuk  and
      Shin, Dong Hyok  and
      Lee, Jimi  and
      Jang, Jin Yea",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.41/",
    pages = "632--644",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{park-etal-2026-mitigating,
    title = "Mitigating Cross-Image Information Leakage in Multi-Image Understanding with Large Vision-Language Models",
    author = "Park, Yeji  and
      Lee, Minyoung  and
      Chun, Sanghyuk  and
      Choe, Junsuk",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.42/",
    pages = "645--663",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{wu-etal-2026-closing,
    title = "Closing the Bilingual Gap: Cross-lingual Semantic Scaffolding for Fine-Grained Machine Translation Evaluation in {T}aiwanese Hokkien",
    author = "Wu, You-Wei  and
      Lee, En-Shiun Annie  and
      Tsai, Richard Tzong-Han",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.43/",
    pages = "664--678",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{rospocher-2026-contextual,
    title = "Contextual Cue Sensitivity in {LLM} Evaluation of Grant Proposals: A Controlled {ERC}-Style Study",
    author = "Rospocher, Marco",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.44/",
    pages = "679--698",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{lasnier-etal-2026-language,
    title = "Language Triggers Hijack Language Circuits: A Mechanistic Analysis of Backdoor Behaviors in Large Language Models",
    author = "Lasnier, Th{\'e}o  and
      Antoun, Wissam  and
      Kulumba, Francis  and
      Sagot, Beno{\^i}t  and
      Seddah, Djam{\'e}",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.45/",
    pages = "699--716",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{ariyani-etal-2026-evaluating,
    title = "Evaluating Large Reasoning Models on Belief Revision",
    author = "Ariyani, Nurul Fajrin  and
      Bouraoui, Zied  and
      Booth, Richard  and
      Schockaert, Steven",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.46/",
    pages = "717--730",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{liao-etal-2026-target,
    title = "Target-Conditioned Gating for Many-to-Many Argument Assignment in Document-Level Event Extraction",
    author = "Liao, Junru  and
      Wang, Haoran  and
      Huang, Xuanjing  and
      Shen, Yatian",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.47/",
    pages = "731--746",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{nguyen-etal-2026-guardrail,
    title = "The Guardrail Trinity: Procedural Safety Schemas, Reasoning Chain Decomposition, and Dual-Mode Inference for {LLM} Guardrails",
    author = "Nguyen, Huy H.  and
      Kavumba, Pride  and
      Li, Jiaxuan  and
      Vo, Duc Minh  and
      Wataoka, Koki",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.48/",
    pages = "747--779",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{kachler-etal-2026-influcoder,
    title = "Influcoder: Distilling Decoders' Gradient Influence Rankings into an Encoder for Data Attribution",
    author = "Kachler, Dimitri  and
      Sileo, Damien  and
      Denis, Pascal",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.49/",
    pages = "780--788",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{hubbell-etal-2026-lay,
    title = "Lay-Language and Cross-Lingual Disparities in {LLM} Medical Diagnosis: A Case Study in Rheumatological Skin Conditions",
    author = "Hubbell, Grayson  and
      Zhang, Yifei  and
      Khatwani, Saksham  and
      Sankaranarayanan, Sriram  and
      Sriram, Indira  and
      Pacheco, Maria Leonor",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.50/",
    pages = "789--806",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{ngo-etal-2026-verifiable,
    title = "Not All Verifiable Preference Pairs Are Equal: Support-Aware Filtering for Stable Iterative {DPO}",
    author = "Ngo, Viet Anh  and
      Son, Long Tri Thai  and
      Duc, Nguyen Viet  and
      Duc, Dong Minh  and
      Tran, Quang Minh  and
      Linh, Nguyen Thi Thuy  and
      Ha, Nguyen Viet",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.51/",
    pages = "807--815",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{gao-chen-2026-learning,
    title = "Learning to Elicit {LLM} Bias in Multi-Turn Conversations",
    author = "Gao, Da  and
      Chen, Ziyu",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.52/",
    pages = "816--829",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{takase-honda-2026-toward,
    title = "Toward {LLM}s Beyond {E}nglish-Centric Development",
    author = "Takase, Sho  and
      Honda, Ukyo",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.53/",
    pages = "830--840",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{li-etal-2026-transferable,
    title = "Transferable Structural Priors in Continuous Diffusion Language Models",
    author = "Li, Hao  and
      Zhuo, Man Fung  and
      Liu, Xinqi  and
      Wu, Jiayu  and
      Hong, Yifan",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.54/",
    pages = "841--853",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{pinto-figueira-2026-auditing,
    title = "Auditing Bias Detection Under Source Shift: A Source-Aware Benchmark and Evaluation Protocol",
    author = "Pinto, Ana  and
      Figueira, Alvaro",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.55/",
    pages = "854--878",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{su-etal-2026-improves,
    title = "What Improves During Pretraining? Tracking Knowledge Acquisition with Point-in-Time Models",
    author = "Su, Chang  and
      Wu, Bin  and
      Yilmaz, Emine  and
      Lu, Yao",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.56/",
    pages = "879--891",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{baratov-etal-2026-breaking,
    title = "Breaking Bureaucracy: Evaluating open-source {LLM}s for legal document review",
    author = "Baratov, Farrukh  and
      van Stein, Niki  and
      Verberne, Suzan",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.57/",
    pages = "892--916",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{gao-etal-2026-bg,
    title = "{BG}-{RAG}: Concept-Mediated Bipartite Graphs for Scalable {RAG}",
    author = "Gao, Hang  and
      Ding, Yangmin  and
      Han, Shaobo  and
      Jiang, Zhuocheng",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.58/",
    pages = "917--922",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{chen-etal-2026-topo,
    title = "Topo-Narrator: Heterogeneous Topological Memory for Long-form Narrative Generation",
    author = "Chen, Kai  and
      Zhang, Haoran  and
      Lan, Tian  and
      Duo, Zehua  and
      Li, Jiang  and
      Gao, Guanglai  and
      Su, Xiangdong",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.59/",
    pages = "923--944",
    ISBN = "979-8-89176-440-8"
}
@inproceedings{trirat-2026-modalities,
    title = "More Modalities, More Problems: When Multimodal Agentic Debate Hurts Time-Series Reasoning",
    author = "Trirat, Patara",
    editor = "Zhang, Yue  and
      Xu, Ruifeng  and
      Purwarianti, Ayu  and
      Rong, Tong  and
      Suzuki, Jun",
    booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 2: Short Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-short.60/",
    pages = "945--957",
    ISBN = "979-8-89176-440-8"
}