@proceedings{aacl-2026-long,
    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 1: Long 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-long.0/",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{shen-hruschka-2026-towards,
    title = "Towards Probabilistic Question Answering Over Tabular Data",
    author = "Shen, Chen  and
      Hruschka, Estevam",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.1/",
    pages = "1--23",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{lorenzo-etal-2026-generating,
    title = "Generating Linguistically Diverse and Semantically Faithful Patient Reports",
    author = "Lorenzo, Alejandra  and
      Coulet, Adrien  and
      Gardent, Claire",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.2/",
    pages = "24--48",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{shen-etal-2026-relational,
    title = "Relational Priors as Convergence Pressure in {LLM}-Based Multi-Agent Systems",
    author = "Shen, Ming  and
      Shang, Chao  and
      Shahriar, Sadat  and
      Kulshreshtha, Devang  and
      Zhang, Yi  and
      Swamy, Sandesh  and
      Qi, Yanjun",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.3/",
    pages = "49--66",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{jayatilleke-de-silva-2026-dynamics,
    title = "Dynamics of Meaning: Towards the Evaluation of Diachronic Semantic Change in {S}inhala",
    author = "Jayatilleke, Nevidu  and
      de Silva, Nisansa",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.4/",
    pages = "67--98",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{truong-etal-2026-charttablevivqa,
    title = "{C}hart{T}able{V}i{VQA}: A {V}ietnamese Benchmark Dataset for Visual Question Answering with Reasoning Instruction over Charts and Tables Images",
    author = "Truong, Quang Nhat  and
      Thang, Pham Quoc  and
      Luu, Son 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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.5/",
    pages = "99--123",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{chauhan-etal-2026-navigating,
    title = "Navigating the Reality Gap: On-Device Continual Adaptation of {ASR} for Clinical Telephony",
    author = "Chauhan, Darshil  and
      Solanki, Adityasinh  and
      Patel, Vansh  and
      Kapoor, Kanav  and
      Jain, Ritvik  and
      Bansal, Aditya  and
      Narang, Pratik  and
      Kumar, Dhruv",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.6/",
    pages = "124--139",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{luu-etal-2026-speci,
    title = "{SPECI}: Fine-grained Evaluation of Specificity for Image Captioning",
    author = "Luu, Son T.  and
      Nguyen, Hiep K. V.  and
      Bui, Trung  and
      Lai, Viet Dac  and
      Nguyen, Le-Minh",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.7/",
    pages = "140--156",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{kisako-etal-2026-linguistic,
    title = "Are Linguistic and Arithmetic Circuits Dissociated in {LLM}s?",
    author = "Kisako, Riku  and
      Kuribayashi, Tatsuki  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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.8/",
    pages = "157--173",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{laurent-etal-2026-steering,
    title = "Steering with Multilingual Lexicons for Sentiment Control in Low-Resource Languages",
    author = "Laurent, Lucinda  and
      Al Kautsar, Muhammad Dehan  and
      Wicaksono, Alfan Farizki  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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.9/",
    pages = "174--203",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{ma-2026-prc,
    title = "{PRC}: An Efficient and Unified Framework for Evaluating Robustness and Controllability of Large Language Models on Few-shot Prompt Variations",
    author = "Ma, Chunpeng",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.10/",
    pages = "204--222",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{zhang-etal-2026-jumpstarter,
    title = "{JUMPSTARTER}: Human-{AI} Planning with Task-Structured Context Curation",
    author = "Zhang, Xuanming  and
      Wang, Sitong  and
      Ma, Jenny  and
      Hwang, Alyssa  and
      Yu, Zhou  and
      Chilton, Lydia",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.11/",
    pages = "223--254",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{singh-kaynig-fittkau-2026-decomposing,
    title = "Decomposing {LLM} Advice Sycophancy: Content, Style, and Framing Drive Distinct Response Dimensions",
    author = "Singh, Jaya  and
      Kaynig-Fittkau, Verena",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.12/",
    pages = "255--274",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{tonny-etal-2026-hybridscholar,
    title = "{H}ybrid{S}cholar: Personalized Paper Recommendation with Cross Attention-Gated Fusion and Verified Explanation Generation",
    author = "Tonny, Joytun Nessa  and
      Rahman, Sajidur  and
      Mukta, Saddam  and
      Shatabda, Swakkhar  and
      Islam, Salekul",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.13/",
    pages = "275--288",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{wu-etal-2026-robust,
    title = "How Robust Is Multimodal Claim Verification to {LLM} Rewriting?",
    author = "Wu, Yun-Ang  and
      Ho, Xanh  and
      Greiner-Petter, Andre  and
      Kumar, Sunisth  and
      Xia, Tian Cheng  and
      Boudin, Florian  and
      Aizawa, Akiko",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.14/",
    pages = "289--306",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{shi-cocarascu-2026-argument,
    title = "Argument Summarization: A Unified Task Definition, Taxonomy, and Survey",
    author = "Shi, Zhiqiang  and
      Cocarascu, Oana",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.15/",
    pages = "307--319",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{ng-2026-escaping,
    title = "Escaping the Tokenizer Trap: Probabilistic Semantic Routing for Dense Retrieval in Specialized Domains",
    author = "Ng, Siu Hin",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.16/",
    pages = "320--332",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{tonja-etal-2026-arr,
    title = "{ARR}-{D}v2: New Data from {ACL} Rolling Review and its Potential to Improve Reviewing in the {ACL} Community",
    author = "Tonja, Atnafu Lambebo  and
      Lu, Sheng  and
      Dycke, Nils  and
      Hovy, Dirk  and
      Dercksen, Koen  and
      Qu, Lizhen  and
      Zhu, Xiaodan  and
      Solorio, Thamar  and
      Gurevych, Iryna  and
      Mieskes, Margot",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.17/",
    pages = "333--350",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{sakai-etal-2026-attention,
    title = "Attention-Guided Layer Selection for Contrastive Decoding in Large Language Models",
    author = "Sakai, Yusuke  and
      Kertkeidkachorn, Natthawut  and
      Shirai, Kiyoaki",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.18/",
    pages = "351--363",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{ferreira-etal-2026-episodic,
    title = "Episodic Memory from Compression Boundaries in Latent Representation Space",
    author = "Ferreira, David Oneil Campos  and
      Ribeiro, Priscila Rocha Maia Freitas  and
      Passinato, Emanuel Borges  and
      Silva, Diogo Fernandes Costa  and
      Galv{\~a}o Filho, Arlindo Rodrigues",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.19/",
    pages = "364--385",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{vamshi-yang-2026-protocode,
    title = "Protocode: Prototype-Driven Interpretability for Code Generation in {LLM}s",
    author = "Vamshi, Bodla Krishna  and
      Yang, Haizhao",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.20/",
    pages = "386--407",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{park-etal-2026-north,
    title = "North or South? Diagnosing {LLM}s' Understanding of {N}orth {K}orean Language, Society, and Knowledge",
    author = "Park, Kiwoong  and
      Song, Seyoung  and
      Woo, Donghyun  and
      Oh, Alice",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.21/",
    pages = "408--426",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{el-herraoui-etal-2026-half,
    title = "{HALF}: Harm-Aware {LLM} Fairness Evaluation Aligned with Deployment",
    author = "El Herraoui, Omar  and
      Mekky, Ali  and
      Nakov, Preslav  and
      Wang, Yuxia",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.22/",
    pages = "427--452",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{andrylie-etal-2026-sparse,
    title = "Sparse Autoencoders Can Capture Language-Specific Concepts Across Diverse Languages",
    author = "Andrylie, Lyzander Marciano  and
      Rahmanisa, Inaya  and
      Ihsani, Mahardika Krisna  and
      Wicaksono, Alfan Farizki  and
      Wibowo, Haryo Akbarianto  and
      Aji, Alham Fikri",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.23/",
    pages = "453--527",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{mantro-barrett-2026-ask,
    title = "Ask Twice: Bidirectional Cross-Encoder Scoring for Faithfulness Evaluation",
    author = "Mantro, Arnav  and
      Barrett, Leslie",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.24/",
    pages = "528--536",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{mehrotra-etal-2026-multi,
    title = "Multi-Perspective {LLM} Annotations for Valid Analyses in Subjective Tasks",
    author = "Mehrotra, Navya  and
      Visokay, Adam  and
      Gligori{\'c}, Kristina",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.25/",
    pages = "537--560",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{ma-etal-2026-agent,
    title = "{A}gent+{P}: Guiding {UI} Agents via Symbolic Planning",
    author = "Ma, Shang  and
      Xiao, Xusheng  and
      Ye, Yanfang",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.26/",
    pages = "561--578",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{al-khalifa-2026-twenty,
    title = "Twenty-Five Years of Inter-Annotator Agreement in {NLP}: A Systematic Survey of Trends, Metrics, and Reporting Practices",
    author = "Al-Khalifa, Hend",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.27/",
    pages = "579--602",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{ventirozos-etal-2026-auto,
    title = "Auto-{A}dv{ER}: Disentangling Condition, History, and Commercial Offers in Automotive Advertisements",
    author = "Ventirozos, Filippos  and
      Nteka, Ioanna  and
      Nandy, Tania  and
      Ba{\v{c}}a, Jozef  and
      Roadhouse, Charlie  and
      Appleby, Peter A.  and
      Shardlow, Matthew",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.28/",
    pages = "603--619",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{zhu-gligoric-2026-paying,
    title = "Paying for Too Many Tokens? Valid and Cost-Efficient Multimodal {LLM} Annotation with Simple Heuristics",
    author = "Zhu, Zhixi  and
      Gligori{\'c}, Kristina",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.29/",
    pages = "620--634",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{ampofo-etal-2026-dbrag,
    title = "{DBRAG}: Multi-Table Retrieval-Augmented Generation for Complex Database Queries",
    author = "Ampofo, Prince Larbi  and
      Kubo, Ryoji  and
      Difallah, Djellel",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.30/",
    pages = "635--646",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{peng-etal-2026-busma,
    title = "{B}us{MA}: A Bus Communication Substrate for Multi-Agent Systems",
    author = "Peng, Yanwen  and
      Zhang, Delvin Ce  and
      Wang, Xi  and
      Aletras, Nikolaos",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.31/",
    pages = "647--669",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{li-etal-2026-dosa,
    title = "{DOSA}: A Tree-Guided, Self-Regressive Framework for Long Document Structure Analysis",
    author = "Li, Bohou  and
      Sowell, Benjamin  and
      Shah, Mehul A  and
      Lindblad, Mark  and
      Lindeman, Henry",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.32/",
    pages = "670--682",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{ayoub-etal-2026-supportive,
    title = "Supportive Token Revealing for Fast Diffusion Language Model Decoding",
    author = "Ayoub, Giries Abu  and
      Barbara, Mario  and
      Pastor-P{\'e}rez, Llu{\'i}s  and
      Bien, Tanja  and
      Barthakur, Aneesh  and
      Maalouf, Alaa  and
      Mualem, Loay",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.33/",
    pages = "683--704",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{yang-etal-2026-token,
    title = "Token-Level On-Policy Contrastive Learning for Black-box Distillation Without Full Rollouts",
    author = "Yang, Jian  and
      Lim, Chern Hong  and
      Vu, Thuy-Trang",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.34/",
    pages = "705--718",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{zhang-etal-2026-survey-training,
    title = "A Survey of the Training Process of {LLM}-Based Agents",
    author = "Zhang, Zhisong  and
      Liu, Lemao  and
      Fang, Tianqing  and
      Cai, Deng  and
      Xu, Jiahao",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.35/",
    pages = "719--741",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{markasserithodi-etal-2026-chase,
    title = "{CHASE}: Adversarial Red-Blue Teaming for Improving {LLM} Safety using Reinforcement Learning",
    author = "Markasserithodi, Rahul  and
      Joshi, Aditya  and
      Li, Yuekang  and
      Singh, Ishmanbir  and
      Yoo, Chris  and
      Niu, Alan",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.36/",
    pages = "742--758",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{maram-etal-2026-iterative,
    title = "Iterative Critique-Refine Framework for Enhancing {LLM} Personalization",
    author = "Maram, Durga Prasad  and
      Gandhi, Dhruvin  and
      Yao, Zonghai  and
      Akkinapalli, Gayathri  and
      Dernoncourt, Franck  and
      Wang, Yu  and
      Rossi, Ryan A.  and
      Ahmed, Nesreen K.",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.37/",
    pages = "759--785",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{borah-etal-2026-curious,
    title = "The Curious Case of Curiosity across Cultures: Evaluating Cross-Cultural Information-Seeking Questions in Humans and {LLM}s",
    author = "Borah, Angana  and
      Jin, Zhijing  and
      Mihalcea, Rada",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.38/",
    pages = "786--819",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{do-etal-2026-encomp,
    title = "{E}n{C}omp: Lightweight Encoder-Only Context Compression for Retrieval-Augmented Question Answering",
    author = "Do, Thao  and
      Tran, Dinh Phu  and
      Vo, An  and
      Kim, Seon Kwon  and
      Kim, Daeyoung",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.39/",
    pages = "820--833",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{jamil-etal-2026-learn,
    title = "\textit{Learn To Say {NO}!} Incorporating Model Abstention In Medical Vision-Language Models for Pharmacovigilance",
    author = "Jamil, Sofia  and
      Bhat, Chinmay Purushottam  and
      R, Sooraj Veer  and
      Saha, Sriparna",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.40/",
    pages = "834--848",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{kai-etal-2026-clfec,
    title = "{CLFEC}: A New Task for Unified Linguistic and Factual Error Correction in paragraph-level {C}hinese Professional Writing",
    author = "Kai, Jian  and
      Zhang, Zidong  and
      Chen, Jiwen  and
      Wu, Zhengxiang  and
      Sun, Songtao  and
      Li, Fuyang  and
      Cao, Yang  and
      Liu, Qiang",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.41/",
    pages = "849--878",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{yao-etal-2026-correct,
    title = "When the Correct Law Still Fails: A Diagnostic Benchmark for Law-in-Force Retrieval in Versioned Legal {RAG}",
    author = "Yao, Yuchen  and
      HU, Yiran  and
      Zhang, Kaixiang  and
      Su, Yixin  and
      Ge, Jiani  and
      Liu, Yun",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.42/",
    pages = "879--893",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{tamo-etal-2026-evidencerl,
    title = "{E}vidence{RL}: Reinforcing Evidence Consistency for Trustworthy Language Models",
    author = "Tamo, J. Ben  and
      Lu, Yuxing  and
      Marteau, Benoit Louis  and
      Nnamdi, Micky C.  and
      Wang, May Dongmei",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.43/",
    pages = "894--914",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{bogavelli-etal-2026-agentarch,
    title = "{A}gent{A}rch: A Benchmark for Evaluating Agent Architectures in Enterprise Workflows",
    author = "Bogavelli, Tara  and
      Subramani, Hari  and
      Sharma, Roshnee",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.44/",
    pages = "915--933",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{shah-etal-2026-crop,
    title = "{CROP}: Token-Efficient Reasoning in Large Language Models via Regularized Prompt Optimization",
    author = "Shah, Deep  and
      Badhe, Sanket  and
      Kathrotia, Nehal  and
      Tiwari, Priyanka",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.45/",
    pages = "934--951",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{wilie-etal-2026-j,
    title = "{J}-{T}o{RL}: Tool-Integrated {LLM}-as-a-Judge via Reinforcement Learning",
    author = "Wilie, Bryan  and
      YU, Tiezheng  and
      Dunda, Gerry Windiarto Mohamad  and
      Chen, Jierun  and
      Tao, Chaofan  and
      Xu, Yan  and
      He, Junxian  and
      Fung, Pascale",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.46/",
    pages = "952--965",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{li-chaturvedi-2026-comparative,
    title = "Comparative Personalization for Multi-document Summarization",
    author = "Li, Haoyuan  and
      Chaturvedi, Snigdha",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.47/",
    pages = "966--985",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{gao-etal-2026-thinking-deltas,
    title = "Thinking with Deltas: Incentivizing Reinforcement Learning via Differential Visual Reasoning Policy",
    author = "Gao, Shujian  and
      Wang, Yuan  and
      Yan, Jiangtao  and
      Wu, Zuxuan  and
      Jiang, Yu-Gang",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.48/",
    pages = "986--1015",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{liu-etal-2026-judgemoe,
    title = "{J}udge{M}o{E}: Distributional Aggregation for {LLM}-as-a-Judge",
    author = "Liu, Yiqi  and
      James, Joseph  and
      Wang, Yang  and
      Zhao, Kun  and
      Xiao, Chenghao  and
      Lin, Chenghua",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.49/",
    pages = "1016--1042",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{thamatam-etal-2026-method,
    title = "Method Ranking Inverts Across Targets: A Matched-Grid Evaluation of Jailbreak Attacks on Open-Weight Vision-Language Models",
    author = "Thamatam, Venkat Aniruddh  and
      Majhi, Vasudev  and
      Nagda, Aaryan  and
      Challa, Jagat Sesh  and
      Mandal, Murari  and
      Sinha, Yash  and
      Kumar, Dhruv",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.50/",
    pages = "1043--1063",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{sinha-etal-2026-language,
    title = "The Language of Bargaining: Linguistic Effects in {LLM} Negotiations",
    author = "Sinha, Stuti  and
      Kumar, Himanshu  and
      Mandapati, Aryan Raju  and
      Sakhuja, Rakshit  and
      Kumar, Dhruv",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.51/",
    pages = "1064--1088",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{jian-etal-2026-exploring,
    title = "Exploring Agentic Multimodal Large Language Models: A Survey for {AIS}cientists",
    author = "Jian, Jinglin  and
      Fung, Yi R.  and
      Zhang, Denghui  and
      Liang, Yiqian  and
      Chen, Qingyu  and
      Lu, Zhiyong  and
      Wang, Qingyun",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.52/",
    pages = "1089--1133",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{liu-etal-2026-conversational,
    title = "Conversational Intelligent Tutoring Systems: Evolution, Taxonomy, and Pedagogical Frontiers",
    author = "Liu, Zhengyuan  and
      Yin, Stella Xin  and
      Zhu, Li  and
      Wang, Xiaoman  and
      Lan, Yunshi  and
      Chen, Nancy F.",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.53/",
    pages = "1134--1151",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{chay-intr-etal-2026-reference,
    title = "Reference-Grounded Data Curation for Instruction-Following {T}hai-{E}nglish Machine Translation",
    author = "Chay-intr, Thodsaporn  and
      Harnchang, Krittapad  and
      Thabua, Mahannop  and
      Viriyayudhakorn, Kobkrit  and
      Theeramunkong, Thanaruk",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.54/",
    pages = "1152--1171",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{tsuji-etal-2026-many,
    title = "Are Many Tasks Necessary for General {LLM} Evaluation? A Matrix Completion View of Benchmark Redundancy",
    author = "Tsuji, Kohei  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 = "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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.55/",
    pages = "1172--1187",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{almannaa-etal-2026-investigating,
    title = "Investigating {LLM} Capabilities on Long Context Comprehension for Clinical Question Answering",
    author = "AlMannaa, Feras  and
      Tseriotou, Talia  and
      Chim, Jenny  and
      Liakata, Maria",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.56/",
    pages = "1188--1213",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{das-etal-2026-video,
    title = "Video-guided Machine Translation for {I}ndic Languages",
    author = "Das, Pinaki  and
      Ayyagari, Srikar  and
      Dabre, Raj  and
      Vu, Thuy-Trang  and
      Singh, Virendra  and
      Bhattacharyya, Pushpak  and
      Haffari, Gholamreza",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.57/",
    pages = "1214--1235",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{xiao-chao-2026-lexically,
    title = "Lexically Stable but Semantically Improvable: On the Editability of Machine Translation Drafts for {LLM} Post-Editing",
    author = "Xiao, Tianlin  and
      Chao, WenHan",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.58/",
    pages = "1236--1259",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{nguyen-etal-2026-bahnar,
    title = "{B}ahnar{--}{V}ietnamese Parallel-Sentence Retrieval: A Low-Resource Case Study with Lexical, Neural, and Hybrid Methods",
    author = "Nguyen, Thi Ty  and
      Nguyen, Long S. T.  and
      Tran-Truong, Phat T.  and
      Nguyen, Tan Sang  and
      Quan, Tho",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.59/",
    pages = "1260--1280",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{zhang-2026-atomic,
    title = "Atomic and Holistic {LLM} Judges for Reference-Grounded Support Labels: A Prompt-Controlled Comparison",
    author = "Zhang, Xinran",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.60/",
    pages = "1281--1300",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{lin-etal-2026-learning,
    title = "Learning What Is Said, Not How: Stance-Contrastive Learning for Generalizable Hate Speech Detection",
    author = "Lin, Yucheng  and
      Kienast, Dan  and
      Jiang, Jiaojiao",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.61/",
    pages = "1301--1318",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{sun-etal-2026-cleaner,
    title = "Cleaner Speech, Weaker Generalization: Revisiting Pitt-Derived Benchmarks for {A}lzheimer{'}s Disease Detection",
    author = "Sun, Luqi  and
      Chandra, Shreeram Suresh  and
      Zhang, Lin  and
      Li, You-Jin  and
      MacWhinney, Brian  and
      Tsao, Yu  and
      Mower Provost, Emily  and
      Sisman, Berrak",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.62/",
    pages = "1319--1339",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{hua-etal-2026-care,
    title = "{CARE}-Bench: Benchmarking Patient-Facing {LLM} Triage",
    author = "Hua, Yining  and
      Na, Hongbin  and
      Ayubcha, Cyrus",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.63/",
    pages = "1340--1363",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{young-2026-openqts,
    title = "{O}pen{QTS}: A Metadata-Rich Open Dataset for Tang Dynasty Poetry",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.64/",
    pages = "1364--1376",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{ridoy-etal-2026-geo,
    title = "Geo-spatial and Geo-temporal Reasoning in Vision-Language and Large Language Models : A Review",
    author = "Ridoy, Shahriyar Zaman  and
      Wasi, Azmine Toushik  and
      Tonmoy, Koushik Ahamed  and
      Parvez, Md Rizwan",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.65/",
    pages = "1377--1411",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{hou-etal-2026-knowing,
    title = "Knowing When to Critique: Task-Adaptive Metacognitive Regulation for Reliable {LLM} Reasoning",
    author = "Hou, Xinmeng  and
      Chang, Ziting  and
      Lu, Zhouquan  and
      Qu, Bohao  and
      Wan, Liang  and
      Feng, Wei  and
      Hu, Hai  and
      Guo, Qing",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.66/",
    pages = "1412--1450",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{wasi-etal-2026-spatial,
    title = "Spatial Reasoning in Multimodal Foundation Models: A Survey of Spatial Understanding in {LLM}s and {VLM}s",
    author = "Wasi, Azmine Toushik  and
      Rahman, Md. Masudur  and
      Rahman, Abdur  and
      Topu, Mohsin Mahmud  and
      Ali, Mohammed Eunus  and
      Islam, Riashat  and
      Parvez, Md Rizwan",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.67/",
    pages = "1451--1479",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{liu-etal-2026-agent,
    title = "Agent-Environment Alignment via Automated Interface Generation",
    author = "Liu, Kaiming  and
      Lei, Xuanyu  and
      Wang, Ziyue  and
      Li, Peng  and
      Liu, Yang",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.68/",
    pages = "1480--1512",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{liao-do-2026-tonecl,
    title = "{T}one{CL}:Contrastive Learning for Few-Shot Syllable-Level Tone Classification",
    author = "Liao, Qisheng  and
      Do, Youngah",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.69/",
    pages = "1513--1525",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{ye-etal-2026-less,
    title = "Less Random, More Incoherent: Greedy {H}adamard Alignment for {LLM} Quantization",
    author = "Ye, Yun  and
      Wu, Zhaoqi  and
      Wang, Xueshu  and
      Zhang, Cong  and
      Yongbo, Zhu  and
      Sun, Zhonghua  and
      XU, Beryl",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.70/",
    pages = "1526--1540",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{gu-etal-2026-damg,
    title = "{DAMG}-{RAG}: Document-Aware Multi-Granularity {RAG} for Visually Rich Document Understanding",
    author = "Gu, Jiahao  and
      Liu, Ningjing  and
      Ding, Yuanzhuo  and
      Chen, Siheng",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.71/",
    pages = "1541--1560",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{wang-etal-2026-astroagentbench,
    title = "{A}stro{A}gent{B}ench: Evaluating Agentic Planning on Space Mission Planning Tasks",
    author = "Wang, Weiyi  and
      Chen, Xinchi  and
      Gong, Jingjing  and
      Huang, Xuanjing  and
      Qiu, Xipeng",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.72/",
    pages = "1561--1590",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{kong-lin-2026-read,
    title = "Read the Room Before Your Model Generates",
    author = "Kong, Muyao  and
      Lin, Zhihao",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.73/",
    pages = "1591--1607",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{gao-etal-2026-bait,
    title = "Bait-and-Recover: Poisoning Internal Refusal Signals to Defend {LLM}s against White-Box Editing Jailbreaks",
    author = "Gao, Tian  and
      Xie, Zhipeng  and
      Wu, Yuhao  and
      Liu, Junhua  and
      Fang, Xin",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.74/",
    pages = "1608--1621",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{yang-etal-2026-t2mbench,
    title = "{T}2{MB}ench: Evaluating Text-to-Motion Generation under Diverse Language Instructions",
    author = "Yang, Bin  and
      OU, Rong  and
      Xu, Weisheng  and
      Xiong, Jiaqi  and
      Li, Xintao  and
      Wang, Taowen  and
      Zhu, Luyu  and
      Fang, Yuetong  and
      Jiang, Xu  and
      Tan, Jing  and
      Xu, Renjing",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.75/",
    pages = "1622--1662",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{pan-etal-2026-state,
    title = "State-Anchored Complete-View Distillation for Robust Conversational Multimodal Emotion Recognition",
    author = "Pan, Zhaoyan  and
      Li, Xiangdong  and
      Wu, Wenke  and
      Ma, Mengting  and
      Lou, Ye  and
      Zhou, Ji  and
      Pan, Jiatong  and
      Zhang, Wei",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.76/",
    pages = "1663--1687",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{alim-etal-2026-llms,
    title = "Can {LLM}s Follow the Pulse of a Crisis? Evaluating Crisis Sentiment in {B}angladesh{'}s {J}uly Uprising",
    author = "Alim, Md. Samiul  and
      Tamim, Mahir Shahriar  and
      Khan, Tanvir Ahmed  and
      Khan, Sharjil  and
      Duti, Rafia Ferdous  and
      Ridoy, Shahriyar Zaman  and
      Moni, Mohammad Ali",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.77/",
    pages = "1688--1708",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{kim-etal-2026-hierarchy,
    title = "Hierarchy Aware Preference Optimization for the Safety of {K}orean Small Language Models",
    author = "Kim, Carl S.  and
      Koh, Junyoung  and
      Kim, Kyeonghun  and
      Hong, Seunghyeok",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.78/",
    pages = "1709--1722",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{liu-etal-2026-ccd,
    title = "{CCD}-{CBT}: Multi-Agent Therapeutic Interaction for {CBT} Guided by Cognitive Conceptualization Diagram",
    author = "Liu, Chang  and
      Ma, Changsheng  and
      Tao, Yongfeng  and
      Hu, Bin  and
      Yang, Minqiang",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.79/",
    pages = "1723--1745",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{shannon-etal-2026-sg,
    title = "{SG}-{L}egal{C}ite: A Principle-Augmented Benchmark for Legal Citation Retrieval in {S}ingapore Law",
    author = "Shannon, Lee Yueh Ern  and
      Feng, Kaidong  and
      Du, Yingpeng  and
      Chloe, Lee En Jia  and
      Sun, Zhu",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.80/",
    pages = "1746--1766",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{li-etal-2026-decoupling,
    title = "Decoupling Internal Representational Changes and Causal Importance in Fine-Tuned Large Language Models",
    author = "Li, Lingfang  and
      Sen, Procheta  and
      Das, Shubham  and
      Bollegala, Danushka",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.81/",
    pages = "1767--1791",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{mady-etal-2026-deberta,
    title = "{D}e{BERT}a-{C}on{P}ara: Attack-Aware and Deployment-Realistic Detection of {AI}-Generated Text",
    author = {Mady, Mohamed  and
      Li, Yupei  and
      Reschke, Johannes  and
      Schuller, Bj{\"o}rn},
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.82/",
    pages = "1792--1824",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{chen-etal-2026-cantus,
    title = "Cantus: Toward Pedagogical Feedback Generation for Sight-Singing Learning",
    author = "Chen, Jiale  and
      Dong, Xuelian  and
      Chen, Yubing  and
      Hu, Yongxin  and
      Xie, Wenxiu  and
      Hao, Tianyong",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.83/",
    pages = "1825--1837",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{yuan-etal-2026-coselector,
    title = "{C}o{S}elector: Multi-Agent Collaboration for Multilingual Retrieval-Augmented Generation",
    author = "Yuan, Long  and
      Qi, Rui  and
      Zhang, Xue  and
      Xu, Jinan  and
      Huang, Kaiyu",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.84/",
    pages = "1838--1856",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{lu-etal-2026-mma,
    title = "{MMA}: Multimodal Memory Agent",
    author = "Lu, Yihao  and
      Cheng, Wanru  and
      Zhang, Zeyu  and
      Tang, Hao",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.85/",
    pages = "1857--1873",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{mehreen-etal-2026-empathy,
    title = "Empathy Is Not the Scapegoat for Declines in Factuality and Reliability",
    author = "Mehreen, Kanwal  and
      Shi, Letian  and
      Zhang, Deheng  and
      Wang, Yuxia",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.86/",
    pages = "1874--1902",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{yuan-etal-2026-routerkgqa,
    title = "{R}outer{KGQA}: Specialized{--}General Model Routing for Constraint-Aware Knowledge Graph Question Answering",
    author = "Yuan, Bo  and
      Deng, Hexuan  and
      Bang, Long  and
      Liu, Xuebo  and
      Shuai, Zheng  and
      Mingzhen, Zhou  and
      Zhang, Min",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.87/",
    pages = "1903--1924",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{wang-etal-2026-comma,
    title = "{C}o{MMA}: Conflict-Aware Read-Time Control for Conversational Memory {QA}",
    author = "Wang, Zixiao  and
      Du, Xingbo  and
      Zhang, Duzhen  and
      Song, Le",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.88/",
    pages = "1925--1944",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{kim-shin-2026-logiclure,
    title = "{L}ogic{L}ure: Toward Evidence-Grounded Safe Decision-Making under Hidden Risks",
    author = "Kim, Kyungho  and
      Shin, JunCheol",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.89/",
    pages = "1945--1965",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{kennedy-moosavi-2026-initialisation,
    title = "Initialisation Determines the Basin: Efficient Codebook Optimisation for Extreme {LLM} Quantization",
    author = "Kennedy, Ian W  and
      Moosavi, Nafise Sadat",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.90/",
    pages = "1966--1981",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{sobhy-2026-frenchnews,
    title = "{F}rench{N}ews-7: Benchmarking Cross-Publisher {F}rench News Editorial Desk Classification",
    author = "Sobhy, Amr",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.91/",
    pages = "1982--1997",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{kurfali-2026-swespecqa,
    title = "{S}we{S}pec{QA}: A {S}wedish Benchmark for Specialized Document-Native Question Answering",
    author = "Kurfali, Murathan",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.92/",
    pages = "1998--2022",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{payoungkhamdee-etal-2026-dudi,
    title = "{D}u{D}i: Dual-Signal Distillation with Cross-Lingual Verbalizer",
    author = "Payoungkhamdee, Patomporn  and
      Udsa, Tinnakit  and
      Ngui, Jian Gang  and
      Nutanong, Sarana  and
      Aji, Alham Fikri  and
      Limkonchotiwat, Peerat",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.93/",
    pages = "2023--2037",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{chomphooyod-etal-2026-sea,
    title = "{SEA}-{NLI}: Natural Language Inference as a Lens into {S}outheast {A}sian Cultural Understanding",
    author = "Chomphooyod, Peerawat  and
      Susanto, Yosephine  and
      Ngui, Jian Gang  and
      Rutherford, Attapol  and
      Aji, Alham Fikri  and
      Nutanong, Sarana  and
      Udomcharoenchaikit, Can  and
      Limkonchotiwat, Peerat",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.94/",
    pages = "2038--2062",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{park-kim-2026-grounding,
    title = "Grounding What Users Care About: Multi-Aspect Personalized Modeling from Implicit Preferences",
    author = "Park, Jiin  and
      Kim, Misuk",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.95/",
    pages = "2063--2089",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{hoang-etal-2026-incorporating,
    title = "Incorporating {A}bstract {M}eaning {R}epresentation and Uniform Meaning Representation into In-Context Learning Strategies for Machine Translation",
    author = "Hoang, Thu  and
      Yang, Ellie  and
      Lin, Weixin  and
      Wein, Shira",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.96/",
    pages = "2090--2124",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{mahajan-etal-2026-beyond,
    title = "Beyond Downstream Task Performances: A Set-Theoretic Evaluation of Sentence Embeddings",
    author = "Mahajan, Yash  and
      Bansal, Naman  and
      Kader, Faria Binte  and
      Karmaker, Santu",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.97/",
    pages = "2125--2158",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{sun-etal-2026-reasoning,
    title = "Are Reasoning Vision-Language Models Robust to Semantic Visual Distractions?",
    author = "Sun, Yizheng  and
      Zhan, Mochuan  and
      Ma, Yanan  and
      See, Jia Tong  and
      Wang, Yifan  and
      Wang, Ziyi  and
      Li, Hao  and
      Cui, Yang  and
      Cai, Wenhao  and
      Sun, Jingyu  and
      Lin, Chenghua  and
      Batista-Navarro, Riza  and
      Sun, Jingyuan",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.98/",
    pages = "2159--2176",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{mohta-etal-2026-routing,
    title = "Routing-Based Continual Learning for Multimodal Large Language Models",
    author = "Mohta, Jay  and
      Ak, Kenan E.  and
      Lee, Gwang Gook  and
      Dimitriadis, Dimitrios  and
      Xu, Yan  and
      Shen, Mingwei",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.99/",
    pages = "2177--2192",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{ravichandran-2026-mechanistic,
    title = "Mechanistic Evidence Routing in Transformers: Margin-Gated Intervention for Retrieval-Conflict Hallucination",
    author = "Ravichandran, Sridurgesh",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.100/",
    pages = "2193--2211",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{schumacher-etal-2026-prompting,
    title = "Prompting Underestimates {LLM} Capability for Time Series Classification",
    author = "Schumacher, Dan  and
      Nourbakhsh, Erfan  and
      Slavin, Rocky  and
      Rios, Anthony",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.101/",
    pages = "2212--2240",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{nooralahzadeh-etal-2026-universal,
    title = "Universal Boosts, Specific Suppressors: Sparse Autoencoder Steering of Medical Vision-Language Models",
    author = "Nooralahzadeh, Farhad  and
      Gundersen, Benjamin  and
      Deperrois, Nicolas  and
      Matsuo, Hidetoshi  and
      Nishio, Mizuho  and
      Frauenfelder, Thomas  and
      Allam, Ahmed  and
      Bluethgen, Christian  and
      Moor, Michael  and
      Krauthammer, Michael",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.102/",
    pages = "2241--2263",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{bao-etal-2026-language,
    title = "Language Models Should Be Used to Surface the Unwritten Code of Science",
    author = "Bao, Honglin  and
      Wu, Siyang  and
      Choi, Jiwoong  and
      Mao, Yingrong  and
      Evans, James",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.103/",
    pages = "2264--2289",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{rammouz-etal-2026-absolute,
    title = "Absolute Error Is Not Enough: Ranking Model Performance Without Labels to Estimate Disparities at Scale",
    author = "Rammouz, Veronica  and
      Gonzalez, Aaron O.  and
      Cruzportillo, Carlos  and
      Tan, Adrian  and
      Beebe, Nicole Lang  and
      Yang, Ke  and
      Rios, Anthony",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.104/",
    pages = "2290--2307",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{guerra-solano-li-2026-persona,
    title = "Persona Non Grata: {LLM} Persona-Driven Generations in {MCQA} are Unstable in Distinct Dimensions",
    author = "Guerra-Solano, C{\'e}sar  and
      Li, Xiang Lorraine",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.105/",
    pages = "2308--2332",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{abdulsalam-aroyehun-2026-large,
    title = "Large Language Models Approach Expert Pedagogical Quality in Math Tutoring but Differ in Instructional and Linguistic Profiles",
    author = "Abdulsalam, Ramatu Oiza  and
      Aroyehun, Segun",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.106/",
    pages = "2333--2348",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{zou-etal-2026-text,
    title = "Text-Preserving Lossy Text Compression: A Study of Strategic Deletion and {LLM} Reconstruction",
    author = "Zou, Yuchun  and
      Tong, Junhong  and
      Li, Jun",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.107/",
    pages = "2349--2382",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{gao-zhang-2026-inms,
    title = "{INMS}: Memory Sharing for Large Language Model based Agents",
    author = "Gao, Hang  and
      Zhang, Yongfeng",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.108/",
    pages = "2383--2398",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{zhang-etal-2026-atod,
    title = "{ATOD}: An Evaluation Framework and Benchmark for Agentic Task-Oriented Dialogue Systems",
    author = {Zhang, Yifei  and
      Nayyeri, Hooshang  and
      Khaziev, Rinat  and
      Yilmaz, Emine  and
      Tur, Gokhan  and
      Hakkani-T{\"u}r, Dilek  and
      Thadakamalla, Hari P},
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.109/",
    pages = "2399--2416",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{rammouz-etal-2026-embarrassingly,
    title = "Embarrassingly Simple Access Control for Large Language Models",
    author = "Rammouz, Veronica  and
      Klisura, {\DJ}or{\dj}e  and
      Krishnan, Ram  and
      Rios, Anthony",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.110/",
    pages = "2417--2431",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{ahmad-etal-2026-unified,
    title = "A Unified Ambiguity Signal for Calibrated Multimodal Emotion Recognition",
    author = "Ahmad, Tahir  and
      Mukhtar, Raza  and
      Park, Chanjun  and
      Yoon, Yeo Chan",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.111/",
    pages = "2432--2453",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{lee-etal-2026-misconceptdialogue,
    title = "{M}isconcept{D}ialogue: Evaluation Criteria Shape Measured Success in {LLM} Math Tutoring",
    author = "Lee, Woojin  and
      Woo, Yoonkyu  and
      Kim, Jinah  and
      Gwon, Hyeok-Min  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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.112/",
    pages = "2454--2473",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{wang-etal-2026-tracing,
    title = "Tracing the Genesis of Logic: Causal Data Attribution of Mechanistic Features via Counterfactual Poisoning",
    author = "Wang, Xiaokun  and
      Song, Siyu  and
      Zhao, Hongbo  and
      Liu, Wentao  and
      Jiang, Jiaqi  and
      Mao, Qingqing",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.113/",
    pages = "2474--2483",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{xia-aykent-2026-three,
    title = "Three Numbers and a Precondition: Auditing Multi-Source {LLM} Benchmarks for Source-Identity Leakage",
    author = "Xia, Tian  and
      Aykent, Sarp",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.114/",
    pages = "2484--2502",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{yang-etal-2026-patchholmes,
    title = "{P}atch{H}olmes: Agentic Patch Retrieval via Listwise Selection",
    author = "Yang, Guanqun  and
      Zhou, Yingming  and
      Zheng, Jiangrui  and
      Hao, Shudong  and
      Liu, Xueqing",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.115/",
    pages = "2503--2522",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{le-2026-schema,
    title = "Schema-Key Wording as an Instruction Channel in Structured Generation under Constrained Decoding",
    author = "Le, 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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.116/",
    pages = "2523--2535",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{gupta-etal-2026-anchored,
    title = "Anchored Turns: A Length-Driven Gradient in Chain-of-Thought Causal Necessity in Sharded Arithmetic Conversations",
    author = "Gupta, Dhruv  and
      Majhi, Vasudev  and
      Challa, Jagat Sesh  and
      Mandal, Murari  and
      Kumar, Dhruv",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.117/",
    pages = "2536--2558",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{muthugala-etal-2026-lkvalues,
    title = "{LKV}alues: Aligning Large Language Models with {S}ri {L}ankan Societal Values",
    author = "Muthugala, Nethmi  and
      Supryadi  and
      Ranathunga, Surangika  and
      de Silva, Nisansa  and
      Tao, Ruijie  and
      Gunatunga, Ovindu  and
      Zhu, Pengyun  and
      Zhang, Shaowei  and
      Zheng, Jingting  and
      Xiong, Deyi",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.118/",
    pages = "2559--2597",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{joshi-etal-2026-ecostatkg,
    title = "{E}co{S}tat{KG}: A Domain-Specific Statistical Knowledge Graph and Benchmark for Evaluating Numerical Hallucination in {LLM}s",
    author = "Joshi, Ratnesh Kumar  and
      Sengupta, Sagnik  and
      Ekbal, Asif",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.119/",
    pages = "2598--2621",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{baes-etal-2026-automatic,
    title = "Automatic Evaluation of Mental Health Stigma in Online Communication",
    author = "Baes, Naomi  and
      Kang, Jemima  and
      Haslam, Nick  and
      Groot, Chris  and
      Wu, Alsa  and
      Raszewski, Luc  and
      Otmakhova, Yulia",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.120/",
    pages = "2622--2664",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{zhang-etal-2026-domain,
    title = "Domain Knowledge Annealing: A Structured Local-to-Global Paradigm for Constructing Expert {LLM}s",
    author = "Zhang, Yikang  and
      Li, Zuchao  and
      Wang, Ping  and
      Zhang, Lefei  and
      Zhao, Hai  and
      Du, Bo",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.121/",
    pages = "2665--2682",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{li-2026-geometry,
    title = "The Geometry of Uncertainty in Language Model Representations",
    author = "Li, Zy",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.122/",
    pages = "2683--2702",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{li-li-2026-language,
    title = "Language Models Detokenize, But Only for Themselves",
    author = "Li, Qingyun  and
      Li, Ruoyun",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.123/",
    pages = "2703--2719",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{du-2026-pairsafe,
    title = "{PAIRSAFE}: Proxy-Resistant Paired Safety Evaluation for Refusal Boundaries",
    author = "Du, Wenzhang",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.124/",
    pages = "2720--2731",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{kerdthaisong-etal-2026-kaitom,
    title = "{K}ai{T}o{M}: A Benchmark for Culturally Informed Theory-of-Mind in {T}hai Context",
    author = "Kerdthaisong, Kun  and
      Buakhaw, Pasin  and
      Sommuang, Wayupuk  and
      Yongsatianchot, Nutchanon",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.125/",
    pages = "2732--2755",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{kim-yang-2026-diagnosing,
    title = "Diagnosing Prompt Sensitivity and Interaction Instability in {LLM}-Based Humor Judgment",
    author = "Kim, Dohyeon  and
      Yang, Jihoon",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.126/",
    pages = "2756--2798",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{zhou-etal-2026-wic,
    title = "{W}i{C} is Not {WSD}: A Study on {LLM}s and Lexical Ambiguity Resolution",
    author = "Zhou, Yi  and
      Rezaee, Kiamehr  and
      Bollegala, Danushka  and
      Pilehvar, Mohammad Taher  and
      Camacho-Collados, Jose",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.127/",
    pages = "2799--2817",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{guo-etal-2026-mm,
    title = "{MM}-{N}euro{O}nco: A Multimodal Benchmark and Instruction Dataset for {MRI}-Based Brain Tumor Diagnosis",
    author = "Guo, Feng  and
      Liu, Jiaxiang  and
      Li, Yang  and
      Shi, Qianqian  and
      Xu, Mingkun",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.128/",
    pages = "2818--2845",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{xu-etal-2026-mgsm,
    title = "{MGSM}-Pro: A Simple Strategy for Robust Multilingual Mathematical Reasoning Evaluation",
    author = "Xu, Tianyi  and
      Uemura, Kosei  and
      Kondoro, Alfred Malengo  and
      Essuman, Catherine Nana Nyaah  and
      Belay, Tadesse Destaw  and
      Okoh, Ifeoma  and
      Afolabi, Ganiyat  and
      Awokoya, Ayodele  and
      Adelani, David Ifeoluwa",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.129/",
    pages = "2846--2863",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{jayakumar-etal-2026-indicifeval,
    title = "{I}ndic{IFE}val: A Benchmark for Verifiable Instruction-Following Evaluation in 14 {I}ndic Languages",
    author = "Jayakumar, Thanmay  and
      Khan, Mohammed Safi Ur Rahman  and
      Dabre, Raj  and
      Puduppully, Ratish  and
      Kunchukuttan, Anoop",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.130/",
    pages = "2864--2885",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{qiu-shang-2026-rethinking,
    title = "Rethinking Cross-Modal Attention for Visual Token Pruning in Multimodal {LVLM}s",
    author = "Qiu, Diego Weng  and
      Shang, Lin",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.131/",
    pages = "2886--2897",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{pinninti-etal-2026-corrective,
    title = "Corrective Feedback-Driven Humor Generation for Tiny Language Models",
    author = {Pinninti, Ramakrishna  and
      Bandyopadhyay, Dibyanayan  and
      Routhu, Lalit Chandra  and
      Dias, Ga{\"e}l  and
      Lechervy, Alexis  and
      Pantin, Jeremie  and
      Hasanuzzaman, Mohammed  and
      Ekbal, Asif},
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.132/",
    pages = "2898--2916",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{maji-etal-2026-remind,
    title = "{REMIND}: Enhancing {C}o{T} Reliability with Self-Supervised Introspection",
    author = "Maji, Souvik  and
      Bandyopadhyay, Dibyanayan  and
      Ekbal, Asif",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.133/",
    pages = "2917--2942",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{sun-etal-2026-deepvision,
    title = "{D}eep{V}ision-103{K}: A Visually Diverse, Broad-Coverage, and Verifiable Mathematical Dataset for Multimodal Reasoning",
    author = "Sun, Haoxiang  and
      Xu, Lizhen  and
      Zhao, Bing  and
      Yin, Wotao  and
      Wang, Wei  and
      Yang, Boyu  and
      Wang, Rui  and
      Wei, HU",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.134/",
    pages = "2943--2957",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{wang-etal-2026-surgagents,
    title = "{S}urg{A}gents: A Multi-agent Framework for Embodied Cataract Surgical Intent Prediction",
    author = "Wang, Shengyuan  and
      Ji, Yanzhe  and
      Yao, Yue  and
      Qin, Zhenyue  and
      Liu, Yang",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.135/",
    pages = "2958--2973",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{yan-2026-growtheval,
    title = "{GROWTHEVAL}: Evaluating Stage-Conditioned Developmental Realism in Role-Playing {LLM}s",
    author = "Yan, Danping",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.136/",
    pages = "2974--2996",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{han-etal-2026-s4r,
    title = "{S}$^4${R}: Selective Sampling, Subspaces, and Sparse Reconstruction for Compressed Long-Context {KV} Caching",
    author = "Han, Jialong  and
      Wu, You  and
      Tu, Kewei",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.137/",
    pages = "2997--3017",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{dai-2026-quilt,
    title = "{QUILT}: Query{--}User Interaction Linguistic Taxonomy",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.138/",
    pages = "3018--3035",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{morita-2026-verge,
    title = "{VERGE}: Verification-Enhanced Generation of Multi-Hop Evaluation Datasets for Task-Specific {RAG}",
    author = "Morita, Kyosuke",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.139/",
    pages = "3036--3062",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{lu-etal-2026-encoded,
    title = "Encoded but Not Decoded: Layer-Localized Evidence for a Three-Level Gap in {LLM} Syntax",
    author = "Lu, Zhenyan  and
      Wang, He  and
      Huang, Xiaohui",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.140/",
    pages = "3063--3080",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{lee-kim-2026-memorization,
    title = "Memorization or Extraction? Auditing {LLM}-Based Recovery of Scientific Assumptions",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.141/",
    pages = "3081--3102",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{zeng-etal-2026-cafe,
    title = "{CAFE}: Caption-Anchored Feature Enrichment and Evidence Routing for Multimodal Sarcasm Detection",
    author = "Zeng, Puchu  and
      Luo, Yun  and
      li, Qianqian  and
      Ma, Yanzhou  and
      Junyi, Liu  and
      Fengxuan, Song  and
      Chonghuifang",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.142/",
    pages = "3103--3119",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{karne-2026-far,
    title = "How Far Do Auto-Interpretation Labels Generalize: A Controlled Study Across Languages, Scripts, and Rewordings",
    author = "Karne, Sripad",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.143/",
    pages = "3120--3151",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{ziaei-2026-limits,
    title = "The Limits of Simulated Societies: How Post-Training and Survey Fine-Tuning Erase Cross-Cultural Variance",
    author = "Ziaei, Rojin",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.144/",
    pages = "3152--3166",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{sakhawat-etal-2026-llm,
    title = "{LLM}-Ideoplasticity: Measuring Ideological Plasticity in the Political Behavior of {LLM}s as a Context-Conditioned Distribution",
    author = "Sakhawat, Adib  and
      Raiyan, Syed Rifat  and
      Islam, Tahsin  and
      Farhin, Takia  and
      Mahmud, Hasan  and
      Hasan, Md Kamrul",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.145/",
    pages = "3167--3209",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{thomas-etal-2026-promoral,
    title = "{P}ro{M}oral-Bench: Comparing Prompting Strategies for Moral Judgment and Jailbreak Robustness in {LLM}s",
    author = "Thomas, Rohan Subramanian  and
      Shiromani, Shikhar  and
      Chaudhry, Abdullah  and
      Li, Ruizhe  and
      Sharma, Vasu  and
      Zhu, Kevin",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.146/",
    pages = "3210--3240",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{zhou-zhang-2026-enhancing,
    title = "Enhancing Safety Alignment by Universal Adversarial Prompts",
    author = "Zhou, Yuan  and
      Zhang, Xiangyu",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.147/",
    pages = "3241--3251",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{yadav-etal-2026-effects,
    title = "Effects of Theory of Mind and Prosocial Beliefs on Steering Human-Aligned Behaviors of {LLM}s in Ultimatum Games",
    author = "Yadav, Neemesh  and
      Lan, Yihuai  and
      Dong, Shan  and
      Hien, Mai Hieu  and
      Achananuparp, Palakorn  and
      Jiang, Jing  and
      Lim, Ee-Peng",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.148/",
    pages = "3252--3277",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{zheng-shi-2026-relation,
    title = "From Relation-Specific Heads to Shared Interventions: Contextual Entrainment in Language Models",
    author = "Zheng, Jinghan  and
      Shi, Jiajun",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.149/",
    pages = "3278--3295",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{wu-etal-2026-edit-policy,
    title = "Edit Policy-Aligned Text Simplification",
    author = "Wu, Xuanxin  and
      Arase, Yuki  and
      Nagata, Masaaki",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.150/",
    pages = "3296--3330",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{zhu-etal-2026-llm-embedding,
    title = "Do {LLM} Embedding Spaces Recover Expert Structure? Evidence from Mental-Health Language",
    author = "Zhu, Yixuan  and
      Duan, Zhenke  and
      Li, Fanghen",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.151/",
    pages = "3331--3346",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{sim-etal-2026-model,
    title = "The Model Knows Where to Look: Visual-Grounding-Guided Head Suppression for Mitigating Hallucination in {LVLM}s",
    author = "Sim, Mong Yuan  and
      Zhang, Wei Emma  and
      Dai, Xiang  and
      Fang, Byron",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.152/",
    pages = "3347--3367",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{setiawan-2026-prompt,
    title = "Prompt-Based Abstention Fails Under Misleading Context: A Controlled Study of Small Frozen {RAG} Models",
    author = "Setiawan, Yohanes Andre",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.153/",
    pages = "3368--3386",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{liu-etal-2026-personapath,
    title = "{P}ersona{P}ath: Towards Knowledge-Centric Personalized Learning Path Planning",
    author = "Liu, Yu  and
      Liu, Zeming  and
      Zhang, Tianle  and
      Cheng, Zihao  and
      Guo, Yuhang  and
      Chen, Kehai  and
      Zhang, Min  and
      Wang, Yunhong  and
      Wang, Haifeng",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.154/",
    pages = "3387--3423",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{wibowo-etal-2026-multicultural,
    title = "Multicultural Spyfall: Assessing {LLM}s through a Dynamic Multilingual Social Deduction Game",
    author = "Wibowo, Haryo Akbarianto  and
      Elsetohy, Alaa  and
      Cui, Qinrong  and
      Aji, Alham Fikri",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.155/",
    pages = "3424--3444",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{rabih-etal-2026-benchmarking,
    title = "Benchmarking Fine-Grained Readability Explanations for {A}rabic",
    author = "Rabih, Nour  and
      Elmadani, Khalid N.  and
      Taha, Hanada  and
      Habash, Nizar",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.156/",
    pages = "3445--3472",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{hassan-bhatti-etal-2026-multi,
    title = "Multi-Task Instruction Tuning via Data Scheduling for Low-Resource {A}rabic {S}peech{LLM}s",
    author = "Hassan Bhatti, Hunzalah  and
      Alam, Firoj  and
      Chowdhury, Shammur Absar",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.157/",
    pages = "3473--3490",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{yang-etal-2026-rocob,
    title = "{ROCOB}: Dual-Manifold Alignment with Optimal Budgeting for Training-Free {PTQ} Recovery",
    author = "Yang, Haoqi  and
      Xiao, Teng  and
      Li, Zuchao  and
      Huang, Hao  and
      Zhang, Lefei  and
      Zhao, Hai",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.158/",
    pages = "3491--3512",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{zhang-etal-2026-synergizing,
    title = "Synergizing Large Language Models and Theory for Human-like Causal Reasoning",
    author = "Zhang, Yanxi  and
      Cong, Xin  and
      Zhang, Zhong  and
      Liu, Xiao  and
      Zhao, Dongyan  and
      Wu, Yesai",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.159/",
    pages = "3513--3544",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{zhong-etal-2026-beyond-isolated,
    title = "Beyond Isolated Dots: Benchmarking Structured Table Construction as Deep Knowledge Extraction",
    author = "Zhong, Tianyun  and
      Mo, Guozhao  and
      Liu, Yanjiang  and
      Chen, Yihan  and
      Kong, Lingdi  and
      Chen, Xuanang  and
      Lu, Yaojie  and
      Lin, Hongyu  and
      ye, Shiwei  and
      Jiang, Shanshan  and
      Dong, Bin  and
      Sun, Le  and
      He, Ben  and
      Han, Xianpei",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.160/",
    pages = "3545--3574",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{shi-cocarascu-2026-explainable,
    title = "Explainable End-to-End Argument Mining with Toulmin-Structured Explanations",
    author = "Shi, Zhiqiang  and
      Cocarascu, Oana",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.161/",
    pages = "3575--3591",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{huang-etal-2026-webworld,
    title = "{W}eb{W}orld: Web-Simulated World Model",
    author = "Huang, Ting  and
      Zhang, Zeyu  and
      Tang, Hao",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.162/",
    pages = "3592--3608",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{huang-etal-2026-dramaagent,
    title = "{D}rama{A}gent: Agentic Storytelling Video Generation",
    author = "Huang, Ting  and
      Wu, Biao  and
      Chen, Ronghao  and
      Zhang, Zeyu  and
      Cheng, Tengfei  and
      Lan, Qizhen  and
      Wang, Huacan  and
      Tang, Hao",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.163/",
    pages = "3609--3624",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{liang-etal-2026-create,
    title = "You Can Create Words Rather Than Just Detect Them: Towards A New Paradigm of {C}hinese Neologisms",
    author = "Liang, Qiliang  and
      Wang, Hansi  and
      Wang, Yue  and
      Liu, Yang",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.164/",
    pages = "3625--3649",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{li-etal-2026-construction-injection,
    title = "From Construction to Injection: Edit-Based Fingerprints for Large Language Models",
    author = "Li, Yue  and
      Yi, Xin  and
      Shi, Dongsheng  and
      Cui, Yongyi  and
      de Melo, Gerard  and
      Wang, Linlin",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.165/",
    pages = "3650--3668",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{jung-etal-2026-picture,
    title = "Is a Picture Worth a Thousand Words? Adaptive Multimodal Fact-Checking with Visual Evidence Necessity",
    author = "Jung, Jaeyoon  and
      Yoon, Yejun  and
      Park, Kunwoo",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.166/",
    pages = "3669--3687",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{liu-etal-2026-token,
    title = "When Token Supervision Fails: Segment-Level On-Policy Distillation for Long-Horizon Agents",
    author = "Liu, Jialong  and
      Li, Zuchao  and
      Shi, Yuling  and
      Zhang, Lefei  and
      Qi, Baoyuan  and
      Zhao, Hai",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.167/",
    pages = "3688--3725",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{hassan-etal-2026-private,
    title = "Private Evaluation Protocol: Contamination-Resistant Black-Box Evaluation via Public-Slice Surrogates",
    author = "Hassan, Md. Mahadi  and
      Rahaman, Sazzadur  and
      Uddin, Yusuf Sarwar  and
      Karmaker, Santu",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.168/",
    pages = "3726--3749",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{tang-etal-2026-llm-agent,
    title = "Llm agent memory: a survey from a unified representation{--}management perspective",
    author = "Tang, Zhenheng  and
      He, Xin  and
      Zhao, Tiancheng  and
      Wei, Fanjunduo  and
      Liu, Xiang  and
      Dong, Peijie  and
      Wang, Qian  and
      Li, Qi  and
      Wang, Huacan  and
      Chen, Ronghao  and
      Hu, Sen  and
      Guo, Weidong  and
      Xu, Yu  and
      Chen, Haolan  and
      Lai, Kunfeng  and
      Zhao, Kaiyong  and
      Ding, Keyan  and
      Tsang, Ivor  and
      Ong, Yew-Soon  and
      Li, Bo  and
      Chu, Xiaowen",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.169/",
    pages = "3750--3785",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{tang-etal-2026-emotion,
    title = "Emotion Is Not External Knowledge: Internal Attention Signals for Affective State Reasoning",
    author = "Tang, Wenqiu  and
      Wan, Zhen  and
      Wang, Yihui  and
      Komamizu, Takahiro  and
      Ide, Ichiro",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.170/",
    pages = "3786--3800",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{rawat-etal-2026-indicripple,
    title = "{I}ndic{R}ipple: Measuring Cross-Lingual Ripple Effects of Knowledge Editing in {I}ndic Languages",
    author = "Rawat, Gunjan  and
      Venkatesh, Sneha  and
      Javaji, Shashidhar Reddy  and
      Zhu, Zining",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.171/",
    pages = "3801--3819",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{chandra-etal-2026-benchmark,
    title = "A Benchmark for Controllable Speaking-Style Captioning in Audio-Language Models",
    author = {Chandra, Shreeram Suresh  and
      Sharma, Ashwyn  and
      Lu, Liang  and
      Zhao, Xiutian  and
      Sari, Leda  and
      Schuller, Bj{\"o}rn  and
      Sisman, Berrak},
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.172/",
    pages = "3820--3858",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{yang-etal-2026-hallucinate,
    title = "Hallucinate at the Last in Long Response Generation: A Case Study on Long Document Summarization",
    author = "Yang, Joonho  and
      Yoon, Seunghyun  and
      Chang, Hwan  and
      Kim, Byeongjeong  and
      Lee, Hwanhee",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.173/",
    pages = "3859--3887",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{joshi-etal-2026-whats,
    title = "What{'}s Worth Asking? Evaluating Preference Elicitation in Transactional Agents",
    author = "Joshi, Kandarp  and
      Mittal, Tushar  and
      Soni, Chirag  and
      Zhou, Lillian  and
      Aleksic, Petar",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.174/",
    pages = "3888--3914",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{kulkarni-etal-2026-answer,
    title = "The Same Answer Every Time: Auditing Small Medical {LLM} Agents",
    author = "Kulkarni, Abhineet Rajendra  and
      Kuber, Pranav Madhav  and
      Bihani, Anurag",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.175/",
    pages = "3915--3933",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{pan-etal-2026-craft,
    title = "{CRAFT}: A Unified Counterfactual Reasoning Framework for Tabular Question Answering and Fact Verification",
    author = "Pan, Chenshuo  and
      Zhao, Yu  and
      Zhang, Jie  and
      Pan, Changzai  and
      Liang, Jiayi  and
      Mao, Yujie  and
      Wu, Zhenhe  and
      Song, Shuangyong  and
      Li, Yongxiang  and
      He, Zhongjiang",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.176/",
    pages = "3934--3959",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{lai-etal-2026-multidimensional,
    title = "Multidimensional Consistency Improves Reasoning in Language Models",
    author = "Lai, Huiyuan  and
      Zhang, Xiao  and
      Nissim, Malvina",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.177/",
    pages = "3960--3974",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{du-etal-2026-criticgen,
    title = "{C}ritic{G}en: Generation-Aware Evaluation as Actionable Feedback",
    author = "Du, Huifang  and
      Zuo, Zecheng  and
      Wang, Sen  and
      Wang, Haofen  and
      Yang, Yehui",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.178/",
    pages = "3975--3990",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{furukawa-etal-2026-llm,
    title = "{LLM}-Generated Social-Desirability Ratings for Forced-Choice Questionnaire Construction: A Preregistered Downstream Validation",
    author = "Furukawa, Yui  and
      Bunji, Kyosuke  and
      Okada, Kensuke",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.179/",
    pages = "3991--4020",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{kruengkrai-yoshino-2026-changes,
    title = "What Changes in Hidden States When Model Merging Hurts Task Performance?",
    author = "Kruengkrai, Canasai  and
      Yoshino, Koichiro",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.180/",
    pages = "4021--4034",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{chen-etal-2026-stride,
    title = "{STRIDE}: Structural Reasoning for In-context Demonstration Extraction in Multi-hop Question Answering",
    author = "Chen, Shiwei  and
      Liang, Bin  and
      Yu, Yue  and
      Wong, Kam-Fai  and
      Wang, Hui  and
      Xu, Ruifeng",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.181/",
    pages = "4035--4056",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{wei-etal-2026-arthopqa,
    title = "{A}rt{H}op{QA}: Diagnosing Hidden-Chain Recovery in Artwork Question Answering",
    author = "Wei, Xuefeng  and
      Zhou, Xuan  and
      Kato, Yuta  and
      Ozaki, Shintaro  and
      Hayashi, Kazuki  and
      Sakai, Yusuke  and
      Kamigaito, Hidetaka  and
      Hayashi, Katsuhiko  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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.182/",
    pages = "4057--4075",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{hongwanyang-etal-2026-role,
    title = "Role-aware Heuristic Episodic Attention for Conversational {LLM}s",
    author = "Hongwanyang  and
      Zhang, Zhaoning  and
      Chen, Yi  and
      Zhang, Libo  and
      Liu, Baihui  and
      Qiao, Linbo  and
      Tian, Zhiliang  and
      Li, Dongsheng",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.183/",
    pages = "4076--4091",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{zhang-etal-2026-atomiccheck,
    title = "{A}tomic{C}heck: Learning Structured Reasoning for Fact Verification via Protocol-Guided Reinforcement Learning",
    author = "Zhang, Xingquan  and
      Chen, Jianghao  and
      Zhao, Yang  and
      Jian, Pu  and
      Gao, Haoran  and
      Meng, Fanyu  and
      Feng, Junlan  and
      Zong, Chengqing",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.184/",
    pages = "4092--4117",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{joe-etal-2026-kommerce,
    title = "{K}o{MMERCE}: A {K}orean Multimodal and Multitask Evaluation Benchmark for Reliable Conversational {E}-commerce Agents",
    author = "Joe, Byunggill  and
      Kim, San  and
      Jung, Minyoung  and
      Shin, Dong Hyok  and
      Sung, Yu-Jeong  and
      Shin, Saim",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.185/",
    pages = "4118--4150",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{kim-etal-2026-koevd,
    title = "{K}o{EVD}: A {K}orean Benchmark for Metadata-Conditioned Multi-Stage {LLM} Safety Evaluation",
    author = "Kim, San  and
      Kim, Wonjung  and
      Kwon, Heesoo  and
      Yang, Jae Hee",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.186/",
    pages = "4151--4189",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{singh-mishra-2026-conceptweave,
    title = "{C}oncept{W}eave: Concept-Driven Prompting through Adaptive Semantic Infilling",
    author = "Singh, Atul Kumar  and
      Mishra, Rahul",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.187/",
    pages = "4190--4207",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{lin-etal-2026-culturall,
    title = "{C}ultur{ALL}: Benchmarking Multilingual and Multicultural Competence of {LLM}s on Grounded Tasks",
    author = "Lin, Peiqin  and
      Lyu, Chenyang  and
      Luo, Wenjiang  and
      Ye, Haotian  and
      Hossain, Md Mehrab  and
      Ma, Chunlan  and
      Ji, Shaoxiong  and
      Samih, Younes  and
      Zeng, Bo  and
      Jiang, Fan  and
      Cao, Yuanbin  and
      Duisenbek, Dilda  and
      Xun, Adrian Neo Sau  and
      Daria, Pozdniakova  and
      Liubou, Misevich  and
      Nevena, Marinkovi{\'c}  and
      Nguyen, Ngoc Gia Linh  and
      DO, Thi Khanh Linh  and
      Sophy, Sarakmatak  and
      Hu, Baotian  and
      Chen, Guanhua  and
      Tang, Gongbo  and
      Aji, Alham Fikri  and
      Wang, Longyue  and
      Luo, Weihua",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.188/",
    pages = "4208--4224",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{zhao-etal-2026-self-distillation,
    title = "Self-Distillation for Multi-Token Prediction",
    author = "Zhao, Guoliang  and
      Xie, Ruobing  and
      Wang, An  and
      Zhang, Kai  and
      Li, Shuaipeng  and
      Xie, Huaibing  and
      Sun, Samm",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.189/",
    pages = "4225--4243",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{wang-etal-2026-clef,
    title = "{CLEF}: Closed-Loop Error Feedback for Multi-Bit Watermarking in Short {LLM}-Generated Text",
    author = "Wang, Jing  and
      Qian, Kejun  and
      Xiong, Pengyu  and
      Zhang, Qiankun  and
      Yang, Yi  and
      Fan, Jing",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.190/",
    pages = "4244--4260",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{chen-etal-2026-truly,
    title = "``Do You Truly Love Me?'' Benchmarking {LLM} Capability on Hierarchical Pragmatic Tactic Conversations",
    author = "Chen, Peter Q.  and
      Wu, Pangjing  and
      Jiang, Zhuohang  and
      Li, Xiaodong  and
      Ng, Peter H. F.",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.191/",
    pages = "4261--4281",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{toughrai-etal-2026-makes,
    title = "What Makes User Reactions Useful for Fake News Detection?",
    author = "Toughrai, Yassine  and
      Langlois, David  and
      Smaili",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.192/",
    pages = "4282--4297",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{kim-etal-2026-safety,
    title = "Safety in Batches? Understanding and Mitigating Safety Failures in Batch Prompting",
    author = "Kim, Kihyun  and
      Kim, Hee-Seon  and
      Lee, Wonjun  and
      Kim, Changick",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.193/",
    pages = "4298--4319",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{liu-qu-2026-positive,
    title = "Positive-Unlabeled Contrastive Retrieval for Graduate Program Recommendation",
    author = "Liu, Shiyan  and
      Qu, Rui",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.194/",
    pages = "4320--4337",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{fu-etal-2026-translation,
    title = "Does Translation Preserve Character Personality? Quantifying Perceived Character-Personality Consistency Across Languages",
    author = "Fu, Xinger  and
      Nagata, Masaaki  and
      Chu, Chenhui",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.195/",
    pages = "4338--4358",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{hu-etal-2026-cross,
    title = "Cross-Lingual Semantic Fusion: Towards Universal Sentence Representations via {LLM}s",
    author = "Hu, Zhen  and
      Liu, Zhu  and
      Liu, Ying",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.196/",
    pages = "4359--4374",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{ding-etal-2026-cgvr,
    title = "{CGVR}: Contradiction-Guided Visual Reasoning for Mitigating Hallucinations in Multimodal Large Language Models",
    author = "Ding, Haoran  and
      Zhou, Wanqi  and
      Xing, Lei  and
      Dang, Lujuan  and
      Zheng, Kaizhong  and
      Chen, Badong",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.197/",
    pages = "4375--4387",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{so-etal-2026-kbs,
    title = "{KBS}: A {K}orean Benchmark Suite for Foundation Model Evaluation",
    author = "So, Yeonkyoung  and
      Kim, Jongmin  and
      Jung, Sungmok  and
      Lee, Gyuseong  and
      Kim, Sangho  and
      Park, Jongyeon  and
      Lee, Joonhak  and
      Pyo, Seho  and
      Cho, Gyeongje  and
      Kim, Seorin  and
      Kim, Jisoo  and
      Park, Suyoung  and
      Park, Hyunji M.  and
      Ahn, Yelim  and
      Seo, Yeongho  and
      Lee, Jaejin",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.198/",
    pages = "4388--4413",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{hu-etal-2026-constructing,
    title = "Constructing Disambiguated Knowledge Bases from Large Language Models at Scale",
    author = "Hu, Yujia  and
      Nguyen, Tuan-Phong  and
      Razniewski, Simon",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.199/",
    pages = "4414--4432",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{li-etal-2026-januspo,
    title = "{J}anus{PO}: Asymmetric Clip and {KL} for Entropy-Stable Group Policy Optimization in Tool-Augmented {LLM} Reasoning",
    author = "Li, Hao  and
      Zhuo, Man Fung  and
      Wu, Guangxin  and
      Wu, Yusen  and
      Wu, Jiayu",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.200/",
    pages = "4433--4450",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{wang-etal-2026-explainable,
    title = "Explainable Multimodal Aspect-Based Sentiment Analysis with Dependency-guided Large Language Model",
    author = "Wang, Zhongzheng  and
      Tian, Yuanhe  and
      Wang, Hongzhi  and
      Song, Yan",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.201/",
    pages = "4451--4465",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{flicke-etal-2026-horizonbench,
    title = "{H}orizon{B}ench: Evaluating Ideation Agents on Future Scientific Discoveries",
    author = "Flicke, Markus  and
      He, Haoyu  and
      Chitta, Kashyap  and
      Cao, Yong  and
      Geiger, Andreas",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.202/",
    pages = "4466--4479",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{sathya-etal-2026-framework,
    title = "A Framework for Evaluating {AI}-Generated Creativity: Human{--}{LLM} Agreement in Evaluating {AI}-Generated Stories",
    author = "Sathya, Pharath  and
      Huang, Yin Jou  and
      Cheng, Fei",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.203/",
    pages = "4480--4502",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{arseven-etal-2026-glm,
    title = "{GLM}-{RAG}: Graph Language Models for Graph-Based Retrieval-Augmented Generation",
    author = "Arseven, Maya  and
      Frank, Anette  and
      Egressy, Beni  and
      Higl, Johann  and
      Plenz, Moritz",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.204/",
    pages = "4503--4532",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{deng-etal-2026-structuring,
    title = "Structuring the Unstructured: A Systematic Review of Text-to-Structure Generation with a Universal Evaluation Framework",
    author = "Deng, Zheye  and
      Chan, Chunkit  and
      Zheng, Tianshi  and
      Fan, Wei  and
      Wang, Weiqi  and
      Song, Yangqiu",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.205/",
    pages = "4533--4561",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{li-etal-2026-a2m,
    title = "{A}2{M}: Trace-Optimized Agent Hijacking in the {MCP} Ecosystem",
    author = "Li, Laizhen  and
      Wang, Xuan  and
      Zhao, Peicheng  and
      Zhao, Juanjuan  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 = "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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.206/",
    pages = "4562--4580",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{kumar-etal-2026-verdicts,
    title = "All Verdicts are Not Equal: Rethinking {LLM} Judge Reliability",
    author = "Kumar, Vineet  and
      Rathore, Darshita  and
      Moitra, Anindya",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.207/",
    pages = "4581--4598",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{lamarche-etal-2026-medhal,
    title = "{M}ed{H}al: A Synthetic Dataset for Medical Hallucination Detection",
    author = "Lamarche, Fabrice  and
      Mehenni, Gaya  and
      Fard, Neshat Elhami  and
      Rios-Ibacache, Odette  and
      Wang, Li Ming  and
      Kildea, John  and
      Zouaq, Amal",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.208/",
    pages = "4599--4619",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{kumar-etal-2026-structure,
    title = "Structure Tax: How Structured Output affects {LLM}s Performance",
    author = "Kumar, Vineet  and
      Kanishka  and
      Mandora, Bhuvanesh",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.209/",
    pages = "4620--4644",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{khanmohammadi-etal-2026-grounded,
    title = "Grounded or Guessing? {LVLM} Confidence Estimation via Blind-Image Contrastive Ranking",
    author = "Khanmohammadi, Reza  and
      Miahi, Erfan  and
      Kaur, Simerjot  and
      Smiley, Charese  and
      Brugere, Ivan  and
      Thind, Kundan S  and
      Ghassemi, Mohammad M.",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.210/",
    pages = "4645--4721",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{chen-etal-2026-exploring,
    title = "Exploring Cross-Scenario Generality of Agentic Memory Systems: Diagnostics and a Strong Baseline",
    author = "Chen, Zhikai  and
      Gu, Jialiang  and
      Yin, Junyu  and
      Long, Xianxuan  and
      Zeng, Shenglai  and
      Liu, Xiaoze  and
      Guo, Kai  and
      Zhou, Keren  and
      Tang, Jiliang",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.211/",
    pages = "4722--4737",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{ranjan-etal-2026-forgetting,
    title = "Forgetting Only What Matters: Layer-Selective Unlearning toward Robust {LLM}s",
    author = "Ranjan, Ravi  and
      Kotevska, Olivera  and
      Polyzou, Agoritsa",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.212/",
    pages = "4738--4760",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{muckatira-etal-2026-pre,
    title = "A Pre-Training Analogue of Grokking in Language Models: Tracing Delayed Grammatical Generalization",
    author = "Muckatira, Sherin  and
      Shivagunde, Namrata  and
      Deshpande, Vijeta  and
      Rumshisky, Anna",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.213/",
    pages = "4761--4780",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{baghel-etal-2026-gear,
    title = "{GEAR}: Training-Free Rule Distillation for Advanced and Efficient Tool-Augmented Reasoning",
    author = "Baghel, Bhiman Kumar  and
      Wu, Fanyou  and
      Maharjan, Suraj  and
      Yao, Peiran  and
      Sengamedu, Srinivasan H.",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.214/",
    pages = "4781--4820",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{vasu-etal-2026-harpa,
    title = "{HARPA}: A Testability-Driven, Literature-Grounded Framework for Research Ideation",
    author = "Vasu, Rosni  and
      Jansen, Peter  and
      Siangliulue, Pao  and
      Sarasua, Cristina  and
      Bernstein, Abraham  and
      Clark, Peter  and
      Dalvi Mishra, Bhavana",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.215/",
    pages = "4821--4880",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{ayromlou-etal-2026-retrieve,
    title = "Retrieve the Logic, Not the Topic: Taxonomic Strategy {RAG} for Cross-Domain Persuasion Agents",
    author = "Ayromlou, Sana  and
      Sehgal, Purvi  and
      Narayana, Pradyumna",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.216/",
    pages = "4881--4896",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{prabhune-etal-2026-fast,
    title = "Fast Listwise Passage Reranking via Semantic Tokens",
    author = "Prabhune, Omkar  and
      Wang, Xijun  and
      Bi, Nan  and
      Wang, Haiyan  and
      Alizadeh, Shima  and
      Jain, Anoop  and
      Lou, Yu  and
      Liang, Junbang",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.217/",
    pages = "4897--4910",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{gajjar-etal-2026-teleswebench,
    title = "{T}ele{SWEB}ench: A Commit-Driven Benchmark for Evaluating {LLM}-Powered Software Engineering in Telecommunications",
    author = "Gajjar, Pranshav  and
      Mamaghani, Ali  and
      Bharadia, Dinesh  and
      Shah, Vijay K",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.218/",
    pages = "4911--4925",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{ni-etal-2026-reasoning-based,
    title = "Reasoning-Based Personalized Generation for Sparse Users",
    author = "Ni, Bo  and
      Kveton, Branislav  and
      Basu, Samyadeep  and
      Mukherjee, Subhojyoti  and
      Wang, Leyao  and
      Dernoncourt, Franck  and
      Kim, Sungchul  and
      Yoon, Seunghyun  and
      Wang, Zichao  and
      Zhang, Ruiyi  and
      Mathur, Puneet  and
      Kil, Jihyung  and
      Gu, Jiuxiang  and
      Lipka, Nedim  and
      Wang, Yu  and
      Rossi, Ryan A.  and
      Derr, Tyler",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.219/",
    pages = "4926--4926",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{iwata-etal-2026-identifying,
    title = "Identifying User-Inference-Dependent Out-of-Character Behavior in {LLM}-Based Role-Playing Agents",
    author = "Iwata, Shinji  and
      Sato, Shiki  and
      Baba, Jun  and
      Ihara, Koya  and
      Inaba, Michimasa",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.220/",
    pages = "4927--4943",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{ferrer-etal-2026-error,
    title = "The Error Is the Signal: Misconception Discovery via Step-Error Annotation Clustering",
    author = "Ferrer, Robinson Vasquez  and
      Sachan, Mrinmaya  and
      Sonkar, Shashank",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.221/",
    pages = "4944--4976",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{lu-etal-2026-llm-rnn,
    title = "{LLM}-as-{RNN}: Feedback-Driven Memory Rewriting for Online Learning and Sequential Prediction",
    author = "Lu, Yuxing  and
      Tamo, J. Ben  and
      Fang, Jinrui  and
      Zhao, Weichen  and
      Sun, Nan  and
      Zhao, Xukai  and
      Zhong, Yishan  and
      Shi, Wenqi  and
      Wang, Jinzhuo  and
      Wang, May Dongmei",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.222/",
    pages = "4977--4997",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{nnamdi-etal-2026-epistemic,
    title = "Epistemic Erosion: An Error Class Beyond Hallucination in {LLM} Text Generation",
    author = "Nnamdi, Micky C.  and
      Wang, Shaunna  and
      Nnamdi, Chinaza  and
      Li, Jieru  and
      Marteau, Benoit Louis  and
      Tamo, J. Ben  and
      Yuan, Yining  and
      Wang, May Dongmei",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.223/",
    pages = "4998--5026",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{nnamdi-etal-2026-bias,
    title = "The bias is in the generator: locating medical chain-of-thought subgroup gaps upstream of the verifier",
    author = "Nnamdi, Micky C.  and
      Marteau, Benoit Louis  and
      Tan, Shaun Qien Yeau  and
      Tamo, J. Ben  and
      Yuan, Yining  and
      Wang, May Dongmei",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.224/",
    pages = "5027--5050",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{chiu-liu-2026-dgrammar,
    title = "Dgrammar: Efficient Constrained Decoding for {DLM}s",
    author = "Chiu, Guan-Ming  and
      Liu, Jeng-Yue",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.225/",
    pages = "5051--5061",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{chang-etal-2026-circuitpile,
    title = "{C}ircuit{P}ile: A Data Synthesis Framework for Enhancing Multimodal {LLM}s' Perception on Circuit Schematics",
    author = "Chang, Hongyu  and
      Li, Xinyue  and
      Liu, Huanyong  and
      Zhang, Feng  and
      Yin, Yuhui",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.226/",
    pages = "5062--5094",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{duan-2026-correctness,
    title = "Do Correctness Probes Transfer? A Cross-Family Study of {LLM} Hidden States",
    author = "Duan, Evan",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.227/",
    pages = "5095--5118",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{he-roy-2026-swe,
    title = "{SWE}-Adept: An {LLM}-Based Agentic Framework for Deep Codebase Analysis and Structured Issue Resolution",
    author = "He, Kang  and
      Roy, Kaushik",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.228/",
    pages = "5119--5137",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{lin-etal-2026-vtbench,
    title = "{VTB}ench: Evaluating Visual Tokenizers for Autoregressive Image Generation",
    author = "Lin, Huawei  and
      Geng, Tony  and
      Xu, Zhaozhuo  and
      Zhao, Weijie",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.229/",
    pages = "5138--5163",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{jain-anish-2026-user,
    title = "User Feedback to Actionable Insights: A Fine-grained Multilabel Approach for Classifying App Reviews",
    author = "Jain, Chirag  and
      Anish, Preethu Rose",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.230/",
    pages = "5164--5180",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{li-etal-2026-beyond-idealized,
    title = "Beyond Idealized Patients: Evaluating {LLM}s under Challenging Patient Behaviors in Medical Consultations",
    author = "Li, Yahan  and
      Jie, Xinyi  and
      Ruan, Wanjia  and
      Zhang, Xubei  and
      Zhu, Huaijie  and
      Gao, Yicheng  and
      Du, Chaohao  and
      Liu, Ruishan",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.231/",
    pages = "5181--5209",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{kohankhaki-etal-2026-latent,
    title = "Latent Prediction Needs Alignment: A Controlled Study of Joint-Embedding Predictive Vision{--}Language Learning",
    author = "Kohankhaki, Mohammad  and
      Kusuma, Daniel  and
      Salehi, Shirin  and
      Kamp, Carsten  and
      Brell-Cokcan, Sigrid  and
      Schmeink, Anke",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.232/",
    pages = "5210--5222",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{xu-etal-2026-safer,
    title = "{S}a{F}e{R}-{T}ool{K}it: Structured Reasoning via Virtual Tool Calling for Multimodal Safety",
    author = "Xu, Zixuan  and
      He, Tiancheng  and
      Yi, Huahui  and
      Wang, Kun  and
      Chen, Xi  and
      Xi, Gongli  and
      Li, Qiankun  and
      Li, Kang  and
      Liu, Yang  and
      Zeng, Zhigang",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.233/",
    pages = "5223--5250",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{geromel-cimiano-2026-improving,
    title = "Improving {LLM}-Based Entity Detection with Annotation Guidelines",
    author = "Geromel, Marcel  and
      Cimiano, Philipp",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.234/",
    pages = "5251--5268",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{zubillaga-etal-2026-greedy,
    title = "Do not be greedy, Think Twice: Sampling and Selection for Document-level Information Extraction",
    author = "Zubillaga, Mikel  and
      Sainz, Oscar  and
      Lacalle, Oier Lopez De  and
      Agirre, Eneko",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.235/",
    pages = "5269--5283",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{lee-lee-2026-rl,
    title = "{RL}-{ARC}: Calibrating Large Reasoning Models via Reasoning-guided Uncertainty",
    author = "Lee, Gukhyeon  and
      Lee, SangKeun",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.236/",
    pages = "5284--5310",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{keinan-etal-2026-novel,
    title = "{H}e{RE}: A Novel Benchmark for {H}ebrew Relation Extraction via {LLM}-Guided Denoising of Knowledge Graph Alignments",
    author = "Keinan, Ron  and
      Cohen, Amir David Nissan  and
      Tsarfaty, Reut",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.237/",
    pages = "5311--5329",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{lu-etal-2026-query-conditioned,
    title = "Query-Conditioned Graph Retrieval for Contextualized {LLM} Reasoning in Personalized Wearable Data",
    author = "Lu, Zhenyu  and
      Abbasian, Mahyar  and
      Rahmani, Amir M.",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.238/",
    pages = "5330--5376",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{ryoto-etal-2026-policy,
    title = "Policy-Conditioned Constrained Decoding for Column-Level Access Control in Text-to-{SQL}",
    author = "Ryoto, Miyamoto  and
      Fan, Xin  and
      Yamana, Hayato",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.239/",
    pages = "5377--5391",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{yu-etal-2026-systematic,
    title = "A Systematic Review of Meta-Reasoning for Large Reasoning Models",
    author = "Yu, Haoran  and
      Wang, Zilong  and
      Pan, Kang  and
      Zhang, Xiao  and
      Meng, Erli  and
      Li, Shuai",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.240/",
    pages = "5392--5414",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{seo-etal-2026-domain,
    title = "Domain-Agnostic Neural Topic Modeling with Contextual Token-Level Semantic Graph Representation",
    author = "Seo, Seung-Won  and
      Cho, Won Ik  and
      Yoo, Yongmin",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.241/",
    pages = "5415--5429",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{isaka-etal-2026-surfacing,
    title = "Surfacing Minor Nuances in Subjective Expressions: Initial Evidence for Improved Output Quality in Collaborative Caption Revision",
    author = "Isaka, Takeru  and
      Nagao, Jiro  and
      Toshima, Iwaki",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.242/",
    pages = "5430--5446",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{khodaverdian-etal-2026-polispace,
    title = "{P}oli{S}pace: Political Opinion Prediction using Shared Latent Space",
    author = "Khodaverdian, Johanna D{'}Ciofalo  and
      Berdoz, Fr{\'e}d{\'e}ric  and
      Wattenhofer, Roger",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.243/",
    pages = "5447--5463",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{dervishaj-etal-2026-predicting,
    title = "Predicting Mergeability of Language Model Domain Experts",
    author = "Dervishaj, Ervin  and
      Do, Quynh  and
      Karamanolakis, Giannis  and
      Rumshisky, Anna  and
      Sohrabi-Jahromi, Salma  and
      Gaspers, Judith",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.244/",
    pages = "5464--5477",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{lin-etal-2026-ragcap,
    title = "{RAGC}ap-Bench: Benchmarking Capabilities of {LLM}s in Agentic Retrieval Augmented Generation Systems",
    author = "Lin, Jingru  and
      Zhang, Chen  and
      Liu, Yong  and
      Li, Haizhou",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.245/",
    pages = "5478--5500",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{christou-etal-2026-beyond,
    title = "Beyond Retrieval: Deterministic Memory Governance with Pairwise Constraints and Certified Repair for Long-Term Language Agents",
    author = "Christou, Panayiotis  and
      Palma, Miguel  and
      Du, Zefan  and
      Hua, Kaixun  and
      Mao, Ying",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.246/",
    pages = "5501--5518",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{li-etal-2026-hdsl,
    title = "{HDSL}: A Hierarchical Domain-Specific Language for Structured 3{D} Indoor Scene Generation and Localized Editing with {LLM} Agents",
    author = "Li, Letian  and
      Shen, Chao  and
      Xie, Shuzhao  and
      Gu, Chenghao  and
      He, ZhengXiao  and
      Meng, Yu  and
      Yang, Xin  and
      Jiang, Wenyuan  and
      Wang, Zhi",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.247/",
    pages = "5519--5538",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{yang-etal-2026-training,
    title = "Training {LLM}s Beyond Next Token Prediction - Filling the Mutual Information Gap",
    author = "Yang, Chun-Hao  and
      Feng, Bo-Han  and
      Lai, Tzu-Yuan  and
      Chen, Yan-Yu  and
      Huang, Yin-Kai Dean  and
      Lin, Shou-De",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.248/",
    pages = "5539--5554",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{hossain-etal-2026-structural,
    title = "Structural vs Cultural Reasoning: Reliability Limits of {LLM}-as-a-Judge in Multilingual Evaluation",
    author = "Hossain, Shehenaz  and
      Bouamor, Houda  and
      Afli, Haithem",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.249/",
    pages = "5555--5588",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{xiao-etal-2026-decisions,
    title = "Decisions by Discrimination: Differential Evidence for Medical Reasoning",
    author = "Xiao, Yunpeng  and
      Xie, Yuzhang  and
      Huang, Junhao  and
      Yang, Carl  and
      Hu, Xiao  and
      Shu, Kai",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.250/",
    pages = "5589--5603",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{goyal-2026-expense,
    title = "The Expense of Seeing: Attaining Trustworthy Multimodal Reasoning Within the Monolithic Paradigm",
    author = "Goyal, Karan",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.251/",
    pages = "5604--5614",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{acharya-etal-2026-ontology,
    title = "Ontology-Guided Knowledge Graph Construction from Structured Metadata and Climate Science Publications",
    author = "Acharya, Aayush  and
      Zhang, Qi  and
      Dragut, Eduard  and
      Latecki, Longin Jan",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.252/",
    pages = "5615--5642",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{mi-huang-2026-sampling,
    title = "Sampling via Decision-Flow: Training-Free Extraction of Improved Latent Reasoning Paths in Large Language Models",
    author = "Mi, Zhendong  and
      Huang, Shaoyi",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.253/",
    pages = "5643--5652",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{kamoun-etal-2026-fairness,
    title = "Does Fairness Survive Model Adaptation in Legal Judgment Prediction?",
    author = "Kamoun, Sarah  and
      Patel, Parth  and
      Ensan, Faezeh",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.254/",
    pages = "5653--5667",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{tenison-etal-2026-activation,
    title = "Activation-Efficient Fine-Tuning via Sequence-Compressed Low-Rank Subspaces",
    author = "Tenison, Irene  and
      Ahn, Stella  and
      Kim, Miriam  and
      Alshehri, Ebtisam  and
      Kagal, Lalana",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.255/",
    pages = "5668--5687",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{chen-etal-2026-detect,
    title = "Detect Before You Disambiguate: Perturbation-Based Input Ambiguity Detection in {LLM}s",
    author = "Chen, Tiejin  and
      Liu, Xiaoou  and
      Moradipari, Ahmadreza  and
      Clifford, Michael  and
      Han, Kyungtae  and
      Chen, Yitao  and
      Ammar, Nejib  and
      Wei, Hua",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.256/",
    pages = "5688--5702",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{liu-etal-2026-diverse,
    title = "Diverse Reasoning Paths Matter: Symbolic Equivalence Augmentation for Enhancing {RL} Exploration",
    author = "Liu, Xiaoou  and
      Chen, Tiejin  and
      Chen, Hanyang  and
      Ling, Yuan  and
      Wei, Hua",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.257/",
    pages = "5703--5716",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{morise-2026-information,
    title = "Information-Theoretic Design of Sparse Autoencoder-Based Steering",
    author = "Morise, Hirofumi",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.258/",
    pages = "5717--5739",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{pan-etal-2026-empirical,
    title = "An Empirical Study of Position Bias in Visualized Text Retrieval",
    author = "Pan, Cuiqiaoshu  and
      Zeng, Ziyang  and
      Zhang, Dun  and
      Yang, Yuqing",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.259/",
    pages = "5740--5760",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{reddy-liu-2026-geometric,
    title = "A Geometric Perspective on Stabilizing Value Conflict Resolution",
    author = "Reddy, Saket  and
      Liu, Andy",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.260/",
    pages = "5761--5785",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{wu-goldwasser-2026-llms,
    title = "Do {LLM}s Have Social Sense? Evaluating Alignment of Conversation Understanding and Reasoning",
    author = "Wu, Zhaoqing  and
      Goldwasser, Dan",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.261/",
    pages = "5786--5808",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{liang-etal-2026-encoded,
    title = "Encoded but Not Express: Probing Subtle Speech-Conditioned Emotion in Large Audio Language Models",
    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 = "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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.262/",
    pages = "5809--5835",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{he-etal-2026-see,
    title = "See Every Block Once: Variance-Reduced Post-Training for Masked Diffusion Language Models",
    author = "He, Yunzhen  and
      Yamagiwa, Hiroaki  and
      Shimodaira, Hidetoshi",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.263/",
    pages = "5836--5857",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{kim-etal-2026-amortizing,
    title = "Amortizing Self-Correction for Continual Embodied Adaptation",
    author = "Kim, Woo Kyung  and
      Kim, Jooyoung  and
      Yoo, Minjong  and
      Woo, Honguk",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.264/",
    pages = "5858--5878",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{xu-etal-2026-back,
    title = "Back to Basics, Powered by Data: Character-Level Transformers for Robust {C}hinese Machine-Generated Text Detection",
    author = "Xu, Shengjie  and
      Gao, Zhenghao  and
      Dai, Rujie  and
      Li, Zijing  and
      Xie, Xiaoyang  and
      Lyu, Zehua",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.265/",
    pages = "5879--5903",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{dutta-etal-2026-pulse,
    title = "{PULSE}-{CARE}: A Measurement-Validity Audit of Simulated-Patient Clinical Agent Evaluation",
    author = "Dutta, Srimonti  and
      Mishra, Dinky  and
      Singh, Aditi  and
      Moharir, Akshata Kishore",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.266/",
    pages = "5904--5923",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{li-etal-2026-densepath,
    title = "{D}ense{P}ath {REINFORCE}: Lightweight Policy Improvement from {SFT}-Induced Token-Level Reward Signals",
    author = "Li, Jiangnan  and
      Vu, Thuy-Trang  and
      Abbasnejad, Ehsan  and
      Haffari, Gholamreza",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.267/",
    pages = "5924--5941",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{le-etal-2026-tokens,
    title = "Not All Tokens Are Equally Important: Auditing and Compressing Redundancy in {LLM} Reasoning",
    author = "Le, Nguyen-Khang  and
      Nguyen, Dieu-Hien  and
      Do, Truong Dinh  and
      Nguyen, Le-Minh",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.268/",
    pages = "5942--5962",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{pan-wang-2026-iccu,
    title = "{ICCU}: In-Context Continual Unlearning via Pattern-Induced Refusal Rules",
    author = "Pan, Ruihao  and
      Wang, Suhang",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.269/",
    pages = "5963--5989",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{macko-pulver-2026-perq,
    title = "{P}er{Q}: Efficient Evaluation of Multilingual Text Platform-Adaptation Quality",
    author = "Macko, Dominik  and
      Pulver, Andrew",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.270/",
    pages = "5990--6003",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{song-etal-2026-brainmoe,
    title = "{B}rain{M}o{E}: A Brain-Inspired Modular Mixture-of-Experts Model for Multimodal Reasoning",
    author = "Song, Siyao  and
      Zhang, Yunhao  and
      Sun, Jingyuan  and
      Zhang, Yaping  and
      Zong, Chengqing",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.271/",
    pages = "6004--6022",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{min-etal-2026-dalsa,
    title = "{DALSA}: Difficulty-Aware Long-to-Short {LLM} Reasoning with Model Merging",
    author = "Min, Dongwook  and
      Kang, Jeonhwi  and
      Jeon, Donghyeon  and
      Kang, Inho  and
      Na, Seung-Hoon",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.272/",
    pages = "6023--6040",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{shibata-miyamura-2026-preferences,
    title = "From Preferences to Scores: Semi-Supervised Multi-Trait Essay Scoring with {LLM} Pairwise Preferences and Few Human Anchors",
    author = "Shibata, Takumi  and
      Miyamura, Yuichi",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.273/",
    pages = "6041--6057",
    ISBN = "979-8-89176-439-2"
}
@inproceedings{chintada-etal-2026-orthogonal,
    title = "Orthogonal Style Injection: Mechanistic Persona Steering for Zero-Shot Cross-Lingual Subtitle Translation",
    author = "Chintada, Tarun  and
      Singh, Kshetrimayum Boynao  and
      Ekbal, Asif",
    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 1: Long Papers)",
    month = nov,
    year = "2026",
    address = "Hengqin, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.aacl-long.274/",
    pages = "6058--6084",
    ISBN = "979-8-89176-439-2"
}