@proceedings{emnlp-2025-main,
    title = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.0/",
    doi = "10.18653/v1/2025.emnlp-main.0",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{petrak-etal-2025-towards,
    title = "Towards Automated Error Discovery: A Study in Conversational {AI}",
    author = "Petrak, Dominic  and
      Tran, Thy Thy  and
      Gurevych, Iryna",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1/",
    doi = "10.18653/v1/2025.emnlp-main.1",
    pages = "1--23",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kabir-etal-2025-break,
    title = "Break the Checkbox: Challenging Closed-Style Evaluations of Cultural Alignment in {LLM}s",
    author = "Kabir, Mohsinul  and
      Abrar, Ajwad  and
      Ananiadou, Sophia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.2/",
    doi = "10.18653/v1/2025.emnlp-main.2",
    pages = "24--51",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{rooein-etal-2025-biased,
    title = "Biased Tales: Cultural and Topic Bias in Generating Children{'}s Stories",
    author = "Rooein, Donya  and
      Zouhar, Vil{\'e}m  and
      Nozza, Debora  and
      Hovy, Dirk",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.3/",
    doi = "10.18653/v1/2025.emnlp-main.3",
    pages = "52--72",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kim-etal-2025-large-language,
    title = "Large Language Models as Realistic Microservice Trace Generators",
    author = "Kim, Donghyun  and
      Ravula, Sriram  and
      Ha, Taemin  and
      Dimakis, Alex  and
      Kim, Daehyeok  and
      Akella, Aditya",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.4/",
    doi = "10.18653/v1/2025.emnlp-main.4",
    pages = "73--91",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{beauchemin-etal-2025-judgebert,
    title = "{JUDGEBERT}: Assessing Legal Meaning Preservation Between Sentences",
    author = "Beauchemin, David  and
      Albert-Rochette, Michelle  and
      Khoury, Richard  and
      D{\'e}ziel, Pierre-Luc",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.5/",
    doi = "10.18653/v1/2025.emnlp-main.5",
    pages = "92--118",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{beauchemin-khoury-2025-qfrcola,
    title = "{QF}r{C}o{LA}: a {Q}uebec-{F}rench Corpus of Linguistic Acceptability Judgments",
    author = "Beauchemin, David  and
      Khoury, Richard",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.6/",
    doi = "10.18653/v1/2025.emnlp-main.6",
    pages = "119--130",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shen-etal-2025-revisiting,
    title = "Revisiting {LLM} Value Probing Strategies: Are They Robust and Expressive?",
    author = "Shen, Siqi  and
      Singh, Mehar  and
      Logeswaran, Lajanugen  and
      Lee, Moontae  and
      Lee, Honglak  and
      Mihalcea, Rada",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.7/",
    doi = "10.18653/v1/2025.emnlp-main.7",
    pages = "131--145",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ahrabian-etal-2025-systematic,
    title = "A Systematic Analysis of Base Model Choice for Reward Modeling",
    author = "Ahrabian, Kian  and
      Jandaghi, Pegah  and
      Mokhberian, Negar  and
      Karimireddy, Sai Praneeth  and
      Pujara, Jay",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.8/",
    doi = "10.18653/v1/2025.emnlp-main.8",
    pages = "146--164",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{pecher-etal-2025-comparing,
    title = "Comparing Specialised Small and General Large Language Models on Text Classification: 100 Labelled Samples to Achieve Break-{E}ven Performance",
    author = "Pecher, Branislav  and
      Srba, Ivan  and
      Bielikova, Maria",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.9/",
    doi = "10.18653/v1/2025.emnlp-main.9",
    pages = "165--184",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{subbiah-etal-2025-top,
    title = "Is the Top Still Spinning? Evaluating Subjectivity in Narrative Understanding",
    author = "Subbiah, Melanie  and
      Mishra, Akankshya  and
      Kim, Grace  and
      Tang, Liyan  and
      Durrett, Greg  and
      McKeown, Kathleen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.10/",
    doi = "10.18653/v1/2025.emnlp-main.10",
    pages = "185--203",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{macina-etal-2025-mathtutorbench,
    title = "{M}ath{T}utor{B}ench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of {LLM} Tutors",
    author = "Macina, Jakub  and
      Daheim, Nico  and
      Hakimi, Ido  and
      Kapur, Manu  and
      Gurevych, Iryna  and
      Sachan, Mrinmaya",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.11/",
    doi = "10.18653/v1/2025.emnlp-main.11",
    pages = "204--221",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{fang-etal-2025-preemptive,
    title = "Preemptive Detection and Correction of Misaligned Actions in {LLM} Agents",
    author = "Fang, Haishuo  and
      Zhu, Xiaodan  and
      Gurevych, Iryna",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.12/",
    doi = "10.18653/v1/2025.emnlp-main.12",
    pages = "222--244",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{munker-2025-fingerprinting,
    title = "Fingerprinting {LLM}s through Survey Item Factor Correlation: A Case Study on Humor Style Questionnaire",
    author = {M{\"u}nker, Simon},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.13/",
    doi = "10.18653/v1/2025.emnlp-main.13",
    pages = "245--258",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zheng-etal-2025-gradient,
    title = "Gradient-Attention Guided Dual-Masking Synergetic Framework for Robust Text-based Person Retrieval",
    author = "Zheng, Tianlu  and
      Zhang, Yifan  and
      An, Xiang  and
      Feng, Ziyong  and
      Yang, Kaicheng  and
      Ding, Qichuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.14/",
    doi = "10.18653/v1/2025.emnlp-main.14",
    pages = "259--271",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{dinucu-jianu-etal-2025-problem,
    title = "From Problem-Solving to Teaching Problem-Solving: Aligning {LLM}s with Pedagogy using Reinforcement Learning",
    author = "Dinucu-Jianu, David  and
      Macina, Jakub  and
      Daheim, Nico  and
      Hakimi, Ido  and
      Gurevych, Iryna  and
      Sachan, Mrinmaya",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.15/",
    doi = "10.18653/v1/2025.emnlp-main.15",
    pages = "272--292",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tian-etal-2025-compkbqa,
    title = "{C}omp{KBQA}: Component-wise Task Decomposition for Knowledge Base Question Answering",
    author = "Tian, Yuhang  and
      Song, Dandan  and
      Wu, Zhijing  and
      Yang, Pan  and
      Zhou, Changzhi  and
      Yang, Jun  and
      Wang, Hao  and
      Ma, Huipeng  and
      Li, Chenhao  and
      Zhang, Luan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.16/",
    doi = "10.18653/v1/2025.emnlp-main.16",
    pages = "293--309",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-etal-2025-permutative,
    title = "Permutative Preference Alignment from Listwise Ranking of Human Judgments",
    author = "Zhao, Yang  and
      Wang, Yixin  and
      Yin, Mingzhang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.17/",
    doi = "10.18653/v1/2025.emnlp-main.17",
    pages = "310--334",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cheng-etal-2025-tonecraft,
    title = "{T}one{C}raft: {C}antonese Lyrics Generation with Harmony of Tones and Pitches",
    author = "Cheng, Junyu  and
      Pan, Chang  and
      Li, Shuangyin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.18/",
    doi = "10.18653/v1/2025.emnlp-main.18",
    pages = "335--353",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-sensorllm,
    title = "{S}ensor{LLM}: Aligning Large Language Models with Motion Sensors for Human Activity Recognition",
    author = "Li, Zechen  and
      Deldari, Shohreh  and
      Chen, Linyao  and
      Xue, Hao  and
      Salim, Flora D.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.19/",
    doi = "10.18653/v1/2025.emnlp-main.19",
    pages = "354--379",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{huynh-etal-2025-mixlora,
    title = "{M}ix{L}o{RA}-{DSI}: Dynamically Expandable Mixture-of-{L}o{RA} Experts for Rehearsal-Free Generative Retrieval over Dynamic Corpora",
    author = "Huynh, Tuan-Luc  and
      Vu, Thuy-Trang  and
      Wang, Weiqing  and
      Le, Trung  and
      Gasevic, Dragan  and
      Li, Yuan-Fang  and
      Do, Thanh-Toan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.20/",
    doi = "10.18653/v1/2025.emnlp-main.20",
    pages = "380--396",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{giedemann-etal-2025-viclaim,
    title = "{V}i{C}laim: A Multilingual Multilabel Dataset for Automatic Claim Detection in Videos",
    author = {Giedemann, Patrick  and
      von D{\"a}niken, Pius  and
      Deriu, Jan Milan  and
      Rodrigo, Alvaro  and
      Pe{\~n}as, Anselmo  and
      Cieliebak, Mark},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.21/",
    doi = "10.18653/v1/2025.emnlp-main.21",
    pages = "397--413",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zheng-etal-2025-deepresearcher,
    title = "{D}eep{R}esearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments",
    author = "Zheng, Yuxiang  and
      Fu, Dayuan  and
      Hu, Xiangkun  and
      Cai, Xiaojie  and
      Ye, Lyumanshan  and
      Lu, Pengrui  and
      Liu, Pengfei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.22/",
    doi = "10.18653/v1/2025.emnlp-main.22",
    pages = "414--431",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{du-etal-2025-mixture,
    title = "Mixture of Length and Pruning Experts for Knowledge Graphs Reasoning",
    author = "Du, Enjun  and
      Liu, Siyi  and
      Zhang, Yongqi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.23/",
    doi = "10.18653/v1/2025.emnlp-main.23",
    pages = "432--453",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-mprf,
    title = "{MPRF}: Interpretable Stance Detection through Multi-Path Reasoning Framework",
    author = "Zhang, ZhaoDan  and
      Zhang, Jin  and
      Xu, Hui  and
      Guo, Jiafeng  and
      Cheng, Xueqi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.24/",
    doi = "10.18653/v1/2025.emnlp-main.24",
    pages = "454--470",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ye-etal-2025-analyzing,
    title = "Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels",
    author = "Ye, Junjie  and
      Yang, Yuming  and
      Nan, Yang  and
      Li, Shuo  and
      Zhang, Qi  and
      Gui, Tao  and
      Huang, Xuanjing  and
      Wang, Peng  and
      Shi, Zhongchao  and
      Fan, Jianping",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.25/",
    doi = "10.18653/v1/2025.emnlp-main.25",
    pages = "471--513",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wei-etal-2025-ji2s,
    title = "{J}$I^2${S}: Joint {I}nfluence{-}{A}ware Instruction Data Selection for Efficient {F}ine{-}{T}uning",
    author = "Wei, Jingyu  and
      Liu, Bo  and
      Wan, Tianjiao  and
      Peng, Baoyun  and
      Ma, Xingkong  and
      Guo, Mengmeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.26/",
    doi = "10.18653/v1/2025.emnlp-main.26",
    pages = "514--527",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{diao-etal-2025-soundmind,
    title = "{S}ound{M}ind: {RL}-Incentivized Logic Reasoning for Audio-Language Models",
    author = "Diao, Xingjian  and
      Zhang, Chunhui  and
      Kong, Keyi  and
      Wu, Weiyi  and
      Ma, Chiyu  and
      Ouyang, Zhongyu  and
      Qing, Peijun  and
      Vosoughi, Soroush  and
      Gui, Jiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.27/",
    doi = "10.18653/v1/2025.emnlp-main.27",
    pages = "528--540",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-seeing,
    title = "Seeing More, Saying More: Lightweight Language Experts are Dynamic Video Token Compressors",
    author = "Wang, Xiangchen  and
      Zhang, Jinrui  and
      Wang, Teng  and
      Zhang, Haigang  and
      Zheng, Feng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.28/",
    doi = "10.18653/v1/2025.emnlp-main.28",
    pages = "541--558",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-rot,
    title = "{R}o{T}: Enhancing Table Reasoning with Iterative Row-Wise Traversals",
    author = "Zhang, Xuanliang  and
      Wang, Dingzirui  and
      Xu, Keyan  and
      Zhu, Qingfu  and
      Che, Wanxiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.29/",
    doi = "10.18653/v1/2025.emnlp-main.29",
    pages = "559--579",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-mad,
    title = "{T}-{MAD}: Target-driven Multimodal Alignment for Stance Detection",
    author = "Zhang, ZhaoDan  and
      Zhang, Jin  and
      Cheng, Xueqi  and
      Xu, Hui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.30/",
    doi = "10.18653/v1/2025.emnlp-main.30",
    pages = "580--595",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{peng-etal-2025-emotion,
    title = "Emotion Transfer with Enhanced Prototype for Unseen Emotion Recognition in Conversation",
    author = "Peng, Kun  and
      Cao, Cong  and
      Peng, Hao  and
      Wu, Guanlin  and
      Hao, Zhifeng  and
      Jiang, Lei  and
      Liu, Yanbing  and
      Yu, Philip S.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.31/",
    doi = "10.18653/v1/2025.emnlp-main.31",
    pages = "596--608",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cheng-etal-2025-pbi-attack,
    title = "{PBI}-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization",
    author = "Cheng, Ruoxi  and
      Ding, Yizhong  and
      Cao, Shuirong  and
      Duan, Ranjie  and
      Jia, Xiaoshuang  and
      Yuan, Shaowei  and
      Qin, Simeng  and
      Wang, Zhiqiang  and
      Jia, Xiaojun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.32/",
    doi = "10.18653/v1/2025.emnlp-main.32",
    pages = "609--628",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xu-etal-2025-training,
    title = "Training a Utility-based Retriever Through Shared Context Attribution for Retrieval-Augmented Language Models",
    author = "Xu, Yilong  and
      Gao, Jinhua  and
      Yu, Xiaoming  and
      Xue, Yuanhai  and
      Bi, Baolong  and
      Shen, Huawei  and
      Cheng, Xueqi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.33/",
    doi = "10.18653/v1/2025.emnlp-main.33",
    pages = "629--648",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{feng-etal-2025-sportreason,
    title = "{S}port{R}eason: Evaluating Retrieval-Augmented Reasoning across Tables and Text for Sports Question Answering",
    author = "Feng, Kaiyue  and
      Zhang, Siyue  and
      Chen, Bingsen  and
      Zhao, Yilun  and
      Zhao, Chen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.34/",
    doi = "10.18653/v1/2025.emnlp-main.34",
    pages = "649--662",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{huang-etal-2025-mac,
    title = "{MAC}-Tuning: {LLM} Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness",
    author = "Huang, Junsheng  and
      He, Zhitao  and
      Huang, Yuchen  and
      Polisetty, Sandeep  and
      Wang, Qingyun  and
      Fung, Yi R.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.35/",
    doi = "10.18653/v1/2025.emnlp-main.35",
    pages = "663--676",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shen-etal-2025-codi,
    title = "{CODI}: Compressing Chain-of-Thought into Continuous Space via Self-Distillation",
    author = "Shen, Zhenyi  and
      Yan, Hanqi  and
      Zhang, Linhai  and
      Hu, Zhanghao  and
      Du, Yali  and
      He, Yulan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.36/",
    doi = "10.18653/v1/2025.emnlp-main.36",
    pages = "677--693",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wei-etal-2025-paft,
    title = "{PAFT}: Prompt-Agnostic Fine-Tuning",
    author = "Wei, Chenxing  and
      Ou, Mingwen  and
      He, Ying  and
      Shu, Yao  and
      Yu, Fei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.37/",
    doi = "10.18653/v1/2025.emnlp-main.37",
    pages = "694--717",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{linger-etal-2025-theorem,
    title = "Theorem-Validated Reverse Chain-of-Thought Problem Generation for Geometric Reasoning",
    author = "Linger, Deng  and
      Zhu, Linghao  and
      Liu, Yuliang  and
      Wang, Yu  and
      Xie, Qunyi  and
      Wu, Jingjing  and
      Zhang, Gang  and
      Zhu, Yingying  and
      Bai, Xiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.38/",
    doi = "10.18653/v1/2025.emnlp-main.38",
    pages = "718--735",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-taco,
    title = "{TACO}: Enhancing Multimodal In-context Learning via Task Mapping-Guided Sequence Configuration",
    author = "Li, Yanshu  and
      Yang, Jianjiang  and
      Yun, Tian  and
      Feng, Pinyuan  and
      Huang, Jinfa  and
      Tang, Ruixiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.39/",
    doi = "10.18653/v1/2025.emnlp-main.39",
    pages = "736--763",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xie-etal-2025-towards,
    title = "Towards Controllable Speech Synthesis in the Era of Large Language Models: A Systematic Survey",
    author = "Xie, Tianxin  and
      Rong, Yan  and
      Zhang, Pengfei  and
      Wang, Wenwu  and
      Liu, Li",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.40/",
    doi = "10.18653/v1/2025.emnlp-main.40",
    pages = "764--791",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-automating,
    title = "Automating Steering for Safe Multimodal Large Language Models",
    author = "Wu, Lyucheng  and
      Wang, Mengru  and
      Xu, Ziwen  and
      Cao, Tri  and
      Oo, Nay  and
      Hooi, Bryan  and
      Deng, Shumin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.41/",
    doi = "10.18653/v1/2025.emnlp-main.41",
    pages = "792--814",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jiang-etal-2025-emnlp,
    title = "{EMNLP}: Educator-role Moral and Normative Large Language Models Profiling",
    author = "Jiang, Yilin  and
      Zhang, Mingzi  and
      Jin, Sheng  and
      Yu, Zengyi  and
      Kong, Xiangjie  and
      Tu, Binghao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.42/",
    doi = "10.18653/v1/2025.emnlp-main.42",
    pages = "815--843",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chu-etal-2025-tracsum,
    title = "{T}rac{S}um: A New Benchmark for Aspect-Based Summarization with Sentence-Level Traceability in Medical Domain",
    author = "Chu, Bohao  and
      Li, Meijie  and
      Frihat, Sameh  and
      Gu, Chengyu  and
      Lodde, Georg  and
      Livingstone, Elisabeth  and
      Fuhr, Norbert",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.43/",
    doi = "10.18653/v1/2025.emnlp-main.43",
    pages = "844--864",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hu-etal-2025-context,
    title = "Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning",
    author = "Hu, Wenbin  and
      Li, Haoran  and
      Jing, Huihao  and
      Hu, Qi  and
      Zeng, Ziqian  and
      Han, Sirui  and
      Heli, Xu  and
      Chu, Tianshu  and
      Hu, Peizhao  and
      Song, Yangqiu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.44/",
    doi = "10.18653/v1/2025.emnlp-main.44",
    pages = "865--883",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ming-etal-2025-towards-general,
    title = "Towards General-Domain Word Sense Disambiguation: Distilling Large Language Model into Compact Disambiguator",
    author = "Ming, Liqiang  and
      Zhong, Sheng-hua  and
      Li, Yuncong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.45/",
    doi = "10.18653/v1/2025.emnlp-main.45",
    pages = "884--897",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lu-etal-2025-slow,
    title = "{SL}o{W}: Select Low-frequency Words! Automatic Dictionary Selection for Translation on Large Language Models",
    author = "Lu, Hongyuan  and
      Li, Zixuan  and
      Zhang, Zefan  and
      Lam, Wai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.46/",
    doi = "10.18653/v1/2025.emnlp-main.46",
    pages = "898--913",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-parallel,
    title = "Parallel Continuous Chain-of-Thought with Jacobi Iteration",
    author = "Wu, Haoyi  and
      Teng, Zhihao  and
      Tu, Kewei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.47/",
    doi = "10.18653/v1/2025.emnlp-main.47",
    pages = "914--926",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-eqa,
    title = "{EQA}-{RM}: A Generative Embodied Reward Model with Test-time Scaling",
    author = "Chen, Yuhang  and
      Tan, Zhen  and
      Chen, Tianlong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.48/",
    doi = "10.18653/v1/2025.emnlp-main.48",
    pages = "927--945",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-refusal,
    title = "Refusal-Aware Red Teaming: Exposing Inconsistency in Safety Evaluations",
    author = "Chen, Yongkang  and
      Du, Xiaohu  and
      Zou, Xiaotian  and
      Zhao, Chongyang  and
      Deng, Huan  and
      Li, Hu  and
      Kuang, Xiaohui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.49/",
    doi = "10.18653/v1/2025.emnlp-main.49",
    pages = "946--955",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xi-etal-2025-omnithink,
    title = "{O}mni{T}hink: Expanding Knowledge Boundaries in Machine Writing through Thinking",
    author = "Xi, Zekun  and
      Yin, Wenbiao  and
      Fang, Jizhan  and
      Wu, Jialong  and
      Fang, Runnan  and
      Jiang, Yong  and
      Xie, Pengjun  and
      Huang, Fei  and
      Chen, Huajun  and
      Zhang, Ningyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.50/",
    doi = "10.18653/v1/2025.emnlp-main.50",
    pages = "956--976",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-linkalign,
    title = "{L}ink{A}lign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-{SQL}",
    author = "Wang, Yihan  and
      Liu, Peiyu  and
      Yang, Xin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.51/",
    doi = "10.18653/v1/2025.emnlp-main.51",
    pages = "977--991",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-relation-specific,
    title = "On Relation-Specific Neurons in Large Language Models",
    author = "Liu, Yihong  and
      Chen, Runsheng  and
      Hirlimann, Lea  and
      Hakimi, Ahmad Dawar  and
      Wang, Mingyang  and
      Kargaran, Amir Hossein  and
      Rothe, Sascha  and
      Yvon, Fran{\c{c}}ois  and
      Schuetze, Hinrich",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.52/",
    doi = "10.18653/v1/2025.emnlp-main.52",
    pages = "992--1022",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{an-etal-2025-ipiguard,
    title = "{IPIG}uard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in {LLM} Agents",
    author = "An, Hengyu  and
      Zhang, Jinghuai  and
      Du, Tianyu  and
      Zhou, Chunyi  and
      Li, Qingming  and
      Lin, Tao  and
      Ji, Shouling",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.53/",
    doi = "10.18653/v1/2025.emnlp-main.53",
    pages = "1023--1039",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{diao-etal-2025-protovqa,
    title = "{P}roto{VQA}: An Adaptable Prototypical Framework for Explainable Fine-Grained Visual Question Answering",
    author = "Diao, Xingjian  and
      Wu, Weiyi  and
      Kong, Keyi  and
      Qing, Peijun  and
      Xu, Xinwen  and
      Cheng, Ming  and
      Vosoughi, Soroush  and
      Gui, Jiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.54/",
    doi = "10.18653/v1/2025.emnlp-main.54",
    pages = "1040--1057",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yin-etal-2025-sea,
    title = "{SEA}: Supervised Embedding Alignment for Token-Level Visual-Textual Integration in {MLLM}s",
    author = "Yin, Yuanyang  and
      Zhao, Yaqi  and
      Zhang, Yajie  and
      Zhang, Yuanxing  and
      Lin, Ke  and
      Wang, Jiahao  and
      Tao, Xin  and
      Wan, Pengfei  and
      Zhang, Wentao  and
      Zhao, Feng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.55/",
    doi = "10.18653/v1/2025.emnlp-main.55",
    pages = "1058--1070",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{baker-etal-2025-molecular,
    title = "Molecular String Representation Preferences in Pretrained {LLM}s: A Comparative Study in Zero- {\&} Few-Shot Molecular Property Prediction",
    author = "Baker, George Arthur  and
      Sanz-Guerrero, Mario  and
      von der Wense, Katharina",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.56/",
    doi = "10.18653/v1/2025.emnlp-main.56",
    pages = "1071--1085",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-weight,
    title = "Weight-Aware Activation Sparsity with Constrained {B}ayesian Optimization Scheduling for Large Language Models",
    author = "Wang, Ming  and
      Zhang, Miao  and
      Liu, Xuebo  and
      Nie, Liqiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.57/",
    doi = "10.18653/v1/2025.emnlp-main.57",
    pages = "1086--1098",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{you-etal-2025-datawiseagent,
    title = "{D}atawise{A}gent: A Notebook-Centric {LLM} Agent Framework for Adaptive and Robust Data Science Automation",
    author = "You, Ziming  and
      Zhang, Yumiao  and
      Xu, Dexuan  and
      Lou, Yiwei  and
      Yan, Yandong  and
      Wang, Wei  and
      Zhang, Huamin  and
      Huang, Yu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.58/",
    doi = "10.18653/v1/2025.emnlp-main.58",
    pages = "1099--1123",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{du-etal-2025-vc4vg,
    title = "{VC}4{VG}: Optimizing Video Captions for Text-to-Video Generation",
    author = "Du, Yang  and
      Lin, Zhuoran  and
      Song, Kaiqiang  and
      Wang, Biao  and
      Zheng, Zhicheng  and
      Ge, Tiezheng  and
      Zheng, Bo  and
      Jin, Qin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.59/",
    doi = "10.18653/v1/2025.emnlp-main.59",
    pages = "1124--1138",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{salemi-zamani-2025-lamp,
    title = "{L}a{MP}-{QA}: A Benchmark for Personalized Long-form Question Answering",
    author = "Salemi, Alireza  and
      Zamani, Hamed",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.60/",
    doi = "10.18653/v1/2025.emnlp-main.60",
    pages = "1139--1159",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhu-etal-2025-llm,
    title = "The {LLM} Already Knows: Estimating {LLM}-Perceived Question Difficulty via Hidden Representations",
    author = "Zhu, Yubo  and
      Liu, Dongrui  and
      Lin, Zecheng  and
      Tong, Wei  and
      Zhong, Sheng  and
      Shao, Jing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.61/",
    doi = "10.18653/v1/2025.emnlp-main.61",
    pages = "1160--1176",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jing-etal-2025-mcip,
    title = "{MCIP}: Protecting {MCP} Safety via Model Contextual Integrity Protocol",
    author = "Jing, Huihao  and
      Li, Haoran  and
      Hu, Wenbin  and
      Hu, Qi  and
      Heli, Xu  and
      Chu, Tianshu  and
      Hu, Peizhao  and
      Song, Yangqiu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.62/",
    doi = "10.18653/v1/2025.emnlp-main.62",
    pages = "1177--1194",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tao-etal-2025-saki,
    title = "{SAKI}-{RAG}: Mitigating Context Fragmentation in Long-Document {RAG} via Sentence-level Attention Knowledge Integration",
    author = "Tao, Wenyu  and
      Xing, Xiaofen  and
      Li, Zeliang  and
      Xu, Xiangmin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.63/",
    doi = "10.18653/v1/2025.emnlp-main.63",
    pages = "1195--1213",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ji-etal-2025-skeletons,
    title = "Skeletons Matter: Dynamic Data Augmentation for Text-to-Query",
    author = "Ji, Yuchen  and
      Xu, Bo  and
      Shi, Jie  and
      Liang, Jiaqing  and
      Yang, Deqing  and
      Mao, Yu  and
      Chen, Hai  and
      Xiao, Yanghua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.64/",
    doi = "10.18653/v1/2025.emnlp-main.64",
    pages = "1214--1236",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shen-etal-2025-condenselm,
    title = "{C}ondense{LM}: {LLM}s-driven Text Dataset Condensation via Reward Matching",
    author = "Shen, Cheng  and
      Ong, Yew-Soon  and
      Zhou, Joey Tianyi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.65/",
    doi = "10.18653/v1/2025.emnlp-main.65",
    pages = "1237--1252",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{faure-etal-2025-moviecore,
    title = "{M}ovie{CORE}: {CO}gnitive {RE}asoning in Movies",
    author = "Faure, Gueter Josmy  and
      Chen, Min-Hung  and
      Yeh, Jia-Fong  and
      Cheng, Ying  and
      Su, Hung-Ting  and
      Tang, Yung-Hao  and
      Lai, Shang-Hong  and
      Hsu, Winston H.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.66/",
    doi = "10.18653/v1/2025.emnlp-main.66",
    pages = "1253--1272",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-think,
    title = "Think Wider, Detect Sharper: Reinforced Reference Coverage for Document-Level Self-Contradiction Detection",
    author = "Chen, Yuhao  and
      Lyu, Yuanjie  and
      Liu, Shuochen  and
      Zhang, Chao  and
      Lv, Junhui  and
      Xu, Tong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.67/",
    doi = "10.18653/v1/2025.emnlp-main.67",
    pages = "1273--1288",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{maji-etal-2025-drishtikon,
    title = "{DRISHTIKON}: A Multimodal Multilingual Benchmark for Testing Language Models' Understanding on {I}ndian Culture",
    author = "Maji, Arijit  and
      Kumar, Raghvendra  and
      Ghosh, Akash  and
      Anushka  and
      Shah, Nemil  and
      Borah, Abhilekh  and
      Shah, Vanshika  and
      Mishra, Nishant  and
      Saha, Sriparna",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.68/",
    doi = "10.18653/v1/2025.emnlp-main.68",
    pages = "1289--1313",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-linggym,
    title = "{L}ing{G}ym: How Far Are {LLM}s from Thinking Like Field Linguists?",
    author = "Yang, Changbing  and
      Ma, Franklin  and
      Shi, Freda  and
      Zhu, Jian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.69/",
    doi = "10.18653/v1/2025.emnlp-main.69",
    pages = "1314--1340",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ma-etal-2025-learning,
    title = "Learning from Few Samples: A Novel Approach for High-Quality Malcode Generation",
    author = "Ma, Haijian  and
      Liu, Daizong  and
      Cai, Xiaowen  and
      Zhou, Pan  and
      Xie, Yulai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.70/",
    doi = "10.18653/v1/2025.emnlp-main.70",
    pages = "1341--1358",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yunusov-etal-2025-personality,
    title = "Personality Matters: User Traits Predict {LLM} Preferences in Multi-Turn Collaborative Tasks",
    author = "Yunusov, Sarfaroz  and
      Chen, Kaige  and
      Anwar, Kazi Nishat  and
      Emami, Ali",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.71/",
    doi = "10.18653/v1/2025.emnlp-main.71",
    pages = "1359--1372",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jia-etal-2025-visualwebinstruct,
    title = "{V}isual{W}eb{I}nstruct: Scaling up Multimodal Instruction Data through Web Search",
    author = "Jia, Yiming  and
      Li, Jiachen  and
      Yue, Xiang  and
      Li, Bo  and
      Nie, Ping  and
      Zou, Kai  and
      Chen, Wenhu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.72/",
    doi = "10.18653/v1/2025.emnlp-main.72",
    pages = "1373--1393",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zeng-etal-2025-thinking,
    title = "Thinking Out Loud: Do Reasoning Models Know When They{'}re Right?",
    author = "Zeng, Qingcheng  and
      Xuan, Weihao  and
      Cui, Leyang  and
      Voigt, Rob",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.73/",
    doi = "10.18653/v1/2025.emnlp-main.73",
    pages = "1394--1407",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xuan-etal-2025-seeing,
    title = "Seeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language Models",
    author = "Xuan, Weihao  and
      Zeng, Qingcheng  and
      Qi, Heli  and
      Wang, Junjue  and
      Yokoya, Naoto",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.74/",
    doi = "10.18653/v1/2025.emnlp-main.74",
    pages = "1408--1450",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liao-etal-2025-enhancing,
    title = "Enhancing Efficiency and Exploration in Reinforcement Learning for {LLM}s",
    author = "Liao, Mengqi  and
      Xi, Xiangyu  and
      Ruinian, Chen  and
      Leng, Jia  and
      Hu, Yangen  and
      Zeng, Ke  and
      Liu, Shuai  and
      Wan, Huaiyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.75/",
    doi = "10.18653/v1/2025.emnlp-main.75",
    pages = "1451--1463",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shrestha-srinivasan-2025-llm,
    title = "{LLM} Bias Detection and Mitigation through the Lens of Desired Distributions",
    author = "Shrestha, Ingroj  and
      Srinivasan, Padmini",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.76/",
    doi = "10.18653/v1/2025.emnlp-main.76",
    pages = "1464--1480",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lin-etal-2025-mebench,
    title = "{MEB}ench: Benchmarking Large Language Models for Cross-Document Multi-Entity Question Answering",
    author = "Lin, Teng  and
      Luo, Yuyu  and
      Zhang, Honglin  and
      Zhang, Jicheng  and
      Liu, Chunlin  and
      Wu, Kaishun  and
      Tang, Nan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.77/",
    doi = "10.18653/v1/2025.emnlp-main.77",
    pages = "1481--1494",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-position,
    title = "{POSITION} {BIAS} {MITIGATES} {POSITION} {BIAS}: Mitigate Position Bias Through Inter-Position Knowledge Distillation",
    author = "Wang, Yifei  and
      Xiong, Feng  and
      Wang, Yong  and
      Li, Linjing  and
      Chu, Xiangxiang  and
      Zeng, Daniel Dajun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.78/",
    doi = "10.18653/v1/2025.emnlp-main.78",
    pages = "1495--1512",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xuan-etal-2025-mmlu,
    title = "{MMLU}-{P}ro{X}: A Multilingual Benchmark for Advanced Large Language Model Evaluation",
    author = "Xuan, Weihao  and
      Yang, Rui  and
      Qi, Heli  and
      Zeng, Qingcheng  and
      Xiao, Yunze  and
      Feng, Aosong  and
      Liu, Dairui  and
      Xing, Yun  and
      Wang, Junjue  and
      Gao, Fan  and
      Lu, Jinghui  and
      Jiang, Yuang  and
      Li, Huitao  and
      Li, Xin  and
      Yu, Kunyu  and
      Dong, Ruihai  and
      Gu, Shangding  and
      Li, Yuekang  and
      Xie, Xiaofei  and
      Juefei-Xu, Felix  and
      Khomh, Foutse  and
      Yoshie, Osamu  and
      Chen, Qingyu  and
      Teodoro, Douglas  and
      Liu, Nan  and
      Goebel, Randy  and
      Ma, Lei  and
      Marrese-Taylor, Edison  and
      Lu, Shijian  and
      Iwasawa, Yusuke  and
      Matsuo, Yutaka  and
      Li, Irene",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.79/",
    doi = "10.18653/v1/2025.emnlp-main.79",
    pages = "1513--1532",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-nl,
    title = "{NL}-Debugging: Exploiting Natural Language as an Intermediate Representation for Code Debugging",
    author = "Zhang, Weiming  and
      Li, Qingyao  and
      Dai, Xinyi  and
      Chen, Jizheng  and
      Du, Kounianhua  and
      Liu, Weiwen  and
      Wang, Yasheng  and
      Tang, Ruiming  and
      Yu, Yong  and
      Zhang, Weinan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.80/",
    doi = "10.18653/v1/2025.emnlp-main.80",
    pages = "1533--1549",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tan-etal-2025-persuasion,
    title = "Persuasion Dynamics in {LLM}s: Investigating Robustness and Adaptability in Knowledge and Safety with {D}u{ET}-{PD}",
    author = "Tan, Bryan Chen Zhengyu  and
      Chin, Daniel Wai Kit  and
      Liu, Zhengyuan  and
      Chen, Nancy F.  and
      Lee, Roy Ka-Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.81/",
    doi = "10.18653/v1/2025.emnlp-main.81",
    pages = "1550--1575",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-points,
    title = "{POINTS}-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion",
    author = "Liu, Yuan  and
      Zhao, Zhongyin  and
      Tian, Le  and
      Wang, Haicheng  and
      Ye, Xubing  and
      You, Yangxiu  and
      Yu, Zilin  and
      Wu, Chuhan  and
      Xiao, Zhou  and
      Yu, Yang  and
      Zhou, Jie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.82/",
    doi = "10.18653/v1/2025.emnlp-main.82",
    pages = "1576--1601",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tang-etal-2025-large,
    title = "Large Language Models for Automated Literature Review: An Evaluation of Reference Generation, Abstract Writing, and Review Composition",
    author = "Tang, Xuemei  and
      Duan, Xufeng  and
      Cai, Zhenguang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.83/",
    doi = "10.18653/v1/2025.emnlp-main.83",
    pages = "1602--1617",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{nikeghbal-etal-2025-cobia,
    title = "{C}o{B}ia: Constructed Conversations Can Trigger Otherwise Concealed Societal Biases in {LLM}s",
    author = "Nikeghbal, Nafiseh  and
      Kargaran, Amir Hossein  and
      Diesner, Jana",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.84/",
    doi = "10.18653/v1/2025.emnlp-main.84",
    pages = "1618--1639",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xu-etal-2025-schema,
    title = "From Schema to State: Zero-Shot Scheme-Only Dialogue State Tracking via Diverse Synthetic Dialogue and Step-by-Step Distillation",
    author = "Xu, Huan  and
      Li, Zequn  and
      Tang, Wen  and
      Zhang, Jian Jun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.85/",
    doi = "10.18653/v1/2025.emnlp-main.85",
    pages = "1640--1652",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-beyond,
    title = "Beyond the Surface: Measuring Self-Preference in {LLM} Judgments",
    author = "Chen, Zhi-Yuan  and
      Wang, Hao  and
      Zhang, Xinyu  and
      Hu, Enrui  and
      Lin, Yankai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.86/",
    doi = "10.18653/v1/2025.emnlp-main.86",
    pages = "1653--1672",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shu-etal-2025-beyond,
    title = "Beyond Input Activations: Identifying Influential Latents by Gradient Sparse Autoencoders",
    author = "Shu, Dong  and
      Wu, Xuansheng  and
      Zhao, Haiyan  and
      Du, Mengnan  and
      Liu, Ninghao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.87/",
    doi = "10.18653/v1/2025.emnlp-main.87",
    pages = "1673--1682",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-utility,
    title = "Utility-Focused {LLM} Annotation for Retrieval and Retrieval-Augmented Generation",
    author = "Zhang, Hengran  and
      Tang, Minghao  and
      Bi, Keping  and
      Guo, Jiafeng  and
      Liu, Shihao  and
      Shi, Daiting  and
      Yin, Dawei  and
      Cheng, Xueqi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.88/",
    doi = "10.18653/v1/2025.emnlp-main.88",
    pages = "1683--1702",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{celik-tekir-2025-citebart,
    title = "{C}ite{BART}: Learning to Generate Citations for Local Citation Recommendation",
    author = "{\c{C}}elik, Ege Yi{\u{g}}it  and
      Tekir, Selma",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.89/",
    doi = "10.18653/v1/2025.emnlp-main.89",
    pages = "1703--1719",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-autoformalization,
    title = "Autoformalization in the Wild: Assessing {LLM}s on Real-World Mathematical Definitions",
    author = "Zhang, Lan  and
      Valentino, Marco  and
      Freitas, Andre",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.90/",
    doi = "10.18653/v1/2025.emnlp-main.90",
    pages = "1720--1738",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ziems-etal-2025-culture,
    title = "Culture Cartography: Mapping the Landscape of Cultural Knowledge",
    author = "Ziems, Caleb  and
      Held, William Barr  and
      Yu, Jane  and
      Goldberg, Amir  and
      Grusky, David  and
      Yang, Diyi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.91/",
    doi = "10.18653/v1/2025.emnlp-main.91",
    pages = "1739--1757",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{polyakov-etal-2025-interpretability,
    title = "Interpretability Analysis of Arithmetic In-Context Learning in Large Language Models",
    author = "Polyakov, Gregory  and
      Hepting, Christian  and
      Eickhoff, Carsten  and
      Bahrainian, Seyed Ali",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.92/",
    doi = "10.18653/v1/2025.emnlp-main.92",
    pages = "1758--1777",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-swarmagentic,
    title = "{S}warm{A}gentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence",
    author = "Zhang, Yao  and
      Lin, Chenyang  and
      Tang, Shijie  and
      Chen, Haokun  and
      Zhou, Shijie  and
      Ma, Yunpu  and
      Tresp, Volker",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.93/",
    doi = "10.18653/v1/2025.emnlp-main.93",
    pages = "1778--1818",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sadr-etal-2025-politely,
    title = "We Politely Insist: Your {LLM} Must Learn the {P}ersian Art of Taarof",
    author = "Sadr, Nikta Gohari  and
      Heidariasl, Sahar  and
      Megerdoomian, Karine  and
      Seyyed-Kalantari, Laleh  and
      Emami, Ali",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.94/",
    doi = "10.18653/v1/2025.emnlp-main.94",
    pages = "1819--1838",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wright-etal-2025-unstructured,
    title = "Unstructured Evidence Attribution for Long Context Query Focused Summarization",
    author = "Wright, Dustin  and
      Mujahid, Zain Muhammad  and
      Wang, Lu  and
      Augenstein, Isabelle  and
      Jurgens, David",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.95/",
    doi = "10.18653/v1/2025.emnlp-main.95",
    pages = "1839--1867",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{biswas-etal-2025-raven,
    title = "{RAVEN}: Query-Guided Representation Alignment for Question Answering over Audio, Video, Embedded Sensors, and Natural Language",
    author = "Biswas, Subrata  and
      Khan, Mohammad Nur Hossain  and
      Islam, Bashima",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.96/",
    doi = "10.18653/v1/2025.emnlp-main.96",
    pages = "1868--1894",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-cache,
    title = "Cache-of-Thought: Master-Apprentice Framework for Cost-Effective Vision Language Model Reasoning",
    author = "Wu, Mingyuan  and
      Jiang, Jize  and
      Zheng, Haozhen  and
      Li, Meitang  and
      Li, Zhaoheng  and
      Tian, Beitong  and
      Chen, Bo  and
      Park, Yongjoo  and
      Zhang, Minjia  and
      Zhai, ChengXiang  and
      Nahrstedt, Klara",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.97/",
    doi = "10.18653/v1/2025.emnlp-main.97",
    pages = "1895--1909",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-video,
    title = "Video Compression Commander: Plug-and-Play Inference Acceleration for Video Large Language Models",
    author = "Liu, Xuyang  and
      Wang, Yiyu  and
      Ma, Junpeng  and
      Zhang, Linfeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.98/",
    doi = "10.18653/v1/2025.emnlp-main.98",
    pages = "1910--1924",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{he-etal-2025-router,
    title = "Router-Tuning: A Simple and Effective Approach for Dynamic Depth",
    author = "He, Shwai  and
      Ge, Tao  and
      Sun, Guoheng  and
      Tian, Bowei  and
      Wang, Xiaoyang  and
      Yu, Dong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.99/",
    doi = "10.18653/v1/2025.emnlp-main.99",
    pages = "1925--1938",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{weng-etal-2025-foot,
    title = "Foot-In-The-Door: A Multi-turn Jailbreak for {LLM}s",
    author = "Weng, Zixuan  and
      Jin, Xiaolong  and
      Jia, Jinyuan  and
      Zhang, Xiangyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.100/",
    doi = "10.18653/v1/2025.emnlp-main.100",
    pages = "1939--1950",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yuan-etal-2025-turnaboutllm,
    title = "{T}urnabout{LLM}: A Deductive Reasoning Benchmark from Detective Games",
    author = "Yuan, Yuan  and
      He, Muyu  and
      Shahid, Muhammad Adil  and
      Li, Ziyang  and
      Huang, Jiani  and
      Zhang, Li",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.101/",
    doi = "10.18653/v1/2025.emnlp-main.101",
    pages = "1951--1965",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-transferable,
    title = "Transferable Direct Prompt Injection via Activation-Guided {MCMC} Sampling",
    author = "Li, Minghui  and
      Zhang, Hao  and
      Zhang, Yechao  and
      Wan, Wei  and
      Hu, Shengshan  and
      Xiaobing, Pei  and
      Wang, Jing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.102/",
    doi = "10.18653/v1/2025.emnlp-main.102",
    pages = "1966--1978",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-direct-judgement,
    title = "Direct Judgement Preference Optimization",
    author = "Wang, PeiFeng  and
      Xu, Austin  and
      Zhou, Yilun  and
      Xiong, Caiming  and
      Joty, Shafiq",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.103/",
    doi = "10.18653/v1/2025.emnlp-main.103",
    pages = "1979--2009",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-webinject,
    title = "{W}eb{I}nject: Prompt Injection Attack to Web Agents",
    author = "Wang, Xilong  and
      Bloch, John  and
      Shao, Zedian  and
      Hu, Yuepeng  and
      Zhou, Shuyan  and
      Gong, Neil Zhenqiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.104/",
    doi = "10.18653/v1/2025.emnlp-main.104",
    pages = "2010--2030",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lan-etal-2025-f2bench,
    title = "{F}{\texttwosuperior}{B}ench: An Open-ended Fairness Evaluation Benchmark for {LLM}s with Factuality Considerations",
    author = "Lan, Tian  and
      Li, Jiang  and
      Wang, Yemin  and
      Liu, Xu  and
      Su, Xiangdong  and
      Gao, Guanglai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.105/",
    doi = "10.18653/v1/2025.emnlp-main.105",
    pages = "2031--2046",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sorensen-etal-2025-value,
    title = "Value Profiles for Encoding Human Variation",
    author = "Sorensen, Taylor  and
      Mishra, Pushkar  and
      Patel, Roma  and
      Tessler, Michael Henry  and
      Bakker, Michiel A.  and
      Evans, Georgina  and
      Gabriel, Iason  and
      Goodman, Noah  and
      Rieser, Verena",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.106/",
    doi = "10.18653/v1/2025.emnlp-main.106",
    pages = "2047--2095",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bynum-cho-2025-language,
    title = "Language Models as Causal Effect Generators",
    author = "Bynum, Lucius E.j.  and
      Cho, Kyunghyun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.107/",
    doi = "10.18653/v1/2025.emnlp-main.107",
    pages = "2096--2115",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{rozner-etal-2025-constructions,
    title = "Constructions are Revealed in Word Distributions",
    author = "Rozner, Joshua  and
      Weissweiler, Leonie  and
      Mahowald, Kyle  and
      Shain, Cory",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.108/",
    doi = "10.18653/v1/2025.emnlp-main.108",
    pages = "2116--2138",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-chai-2025-codemixbench,
    title = "{C}ode{M}ix{B}ench: Evaluating Code-Mixing Capabilities of {LLM}s Across 18 Languages",
    author = "Yang, Yilun  and
      Chai, Yekun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.109/",
    doi = "10.18653/v1/2025.emnlp-main.109",
    pages = "2139--2169",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jiang-etal-2025-rbptool,
    title = "{RBP}tool: A Deep Language Model Framework for Multi-Resolution {RBP}-{RNA} Binding Prediction and {RNA} Molecule Design",
    author = "Jiang, Jiyue  and
      Xu, Yitao  and
      Wang, Zikang  and
      Ye, Yihan  and
      Shao, Yanruisheng  and
      Shan, Yuheng  and
      Wang, Jiuming  and
      Fan, Xiaodan  and
      Yuan, Jiao  and
      Li, Yu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.110/",
    doi = "10.18653/v1/2025.emnlp-main.110",
    pages = "2170--2185",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-unveiling,
    title = "Unveiling Internal Reasoning Modes in {LLM}s: A Deep Dive into Latent Reasoning vs. Factual Shortcuts with Attribute Rate Ratio",
    author = "Yang, Yiran  and
      Sun, Haifeng  and
      Wang, Jingyu  and
      Qi, Qi  and
      Zhuang, Zirui  and
      Wang, Huazheng  and
      Ren, Pengfei  and
      Wang, Jing  and
      Liao, Jianxin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.111/",
    doi = "10.18653/v1/2025.emnlp-main.111",
    pages = "2186--2206",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{he-etal-2025-sae,
    title = "{SAE}-{SSV}: Supervised Steering in Sparse Representation Spaces for Reliable Control of Language Models",
    author = "He, Zirui  and
      Jin, Mingyu  and
      Shen, Bo  and
      Payani, Ali  and
      Zhang, Yongfeng  and
      Du, Mengnan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.112/",
    doi = "10.18653/v1/2025.emnlp-main.112",
    pages = "2207--2236",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{rozner-etal-2025-babylms,
    title = "{B}aby{LM}{'}s First Constructions: Causal interventions provide a signal of learning",
    author = "Rozner, Joshua  and
      Weissweiler, Leonie  and
      Shain, Cory",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.113/",
    doi = "10.18653/v1/2025.emnlp-main.113",
    pages = "2237--2249",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{nakash-etal-2025-effective,
    title = "Effective Red-Teaming of Policy-Adherent Agents",
    author = "Nakash, Itay  and
      Kour, George  and
      Lazar, Koren  and
      Vetzler, Matan  and
      Uziel, Guy  and
      Anaby Tavor, Ateret",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.114/",
    doi = "10.18653/v1/2025.emnlp-main.114",
    pages = "2250--2268",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-condambigqa,
    title = "{C}ond{A}mbig{QA}: A Benchmark and Dataset for Conditional Ambiguous Question Answering",
    author = "Li, Zongxi  and
      Li, Yang  and
      Xie, Haoran  and
      Qin, S. Joe",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.115/",
    doi = "10.18653/v1/2025.emnlp-main.115",
    pages = "2269--2288",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhu-etal-2025-safescientist,
    title = "{S}afe{S}cientist: Enhancing {AI} Scientist Safety for Risk-Aware Scientific Discovery",
    author = "Zhu, Kunlun  and
      Zhang, Jiaxun  and
      Qi, Ziheng  and
      Shang, Nuoxing  and
      Liu, Zijia  and
      Han, Peixuan  and
      Su, Yue  and
      Yu, Haofei  and
      You, Jiaxuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.116/",
    doi = "10.18653/v1/2025.emnlp-main.116",
    pages = "2289--2317",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{benton-etal-2025-improving,
    title = "Improving Informally {R}omanized Language Identification",
    author = "Benton, Adrian  and
      Gutkin, Alexander  and
      Kirov, Christo  and
      Roark, Brian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.117/",
    doi = "10.18653/v1/2025.emnlp-main.117",
    pages = "2318--2336",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kobyzev-etal-2025-integral,
    title = "Integral Transformer: Denoising Attention, Not Too Much Not Too Little",
    author = "Kobyzev, Ivan  and
      Ghaddar, Abbas  and
      Hu, Dingtao  and
      Chen, Boxing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.118/",
    doi = "10.18653/v1/2025.emnlp-main.118",
    pages = "2337--2354",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{fu-etal-2025-chengyu,
    title = "{CHENGYU}-{BENCH}: Benchmarking Large Language Models for {C}hinese Idiom Understanding and Use",
    author = "Fu, Yicheng  and
      Huang, Zhemin  and
      Yang, Liuxin  and
      Lu, Yumeng  and
      Dai, Zhongdongming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.119/",
    doi = "10.18653/v1/2025.emnlp-main.119",
    pages = "2355--2366",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{aggarwal-etal-2025-improving,
    title = "Improving Cross Lingual Transfer by Pretraining with Active Forgetting",
    author = "Aggarwal, Divyanshu  and
      Sathe, Ashutosh  and
      Sitaram, Sunayana",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.120/",
    doi = "10.18653/v1/2025.emnlp-main.120",
    pages = "2367--2378",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xing-etal-2025-align,
    title = "Re-Align: Aligning Vision Language Models via Retrieval-Augmented Direct Preference Optimization",
    author = "Xing, Shuo  and
      Li, Peiran  and
      Wang, Yuping  and
      Bai, Ruizheng  and
      Wang, Yueqi  and
      Hu, Chan-Wei  and
      Qian, Chengxuan  and
      Yao, Huaxiu  and
      Tu, Zhengzhong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.121/",
    doi = "10.18653/v1/2025.emnlp-main.121",
    pages = "2379--2397",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{qian-etal-2025-mask,
    title = "To Mask or to Mirror: Human-{AI} Alignment in Collective Reasoning",
    author = {Qian, Crystal  and
      Parisi, Aaron T  and
      Bouleau, Cl{\'e}mentine  and
      Tsai, Vivian  and
      Lebreton, Ma{\"e}l  and
      Dixon, Lucas},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.122/",
    doi = "10.18653/v1/2025.emnlp-main.122",
    pages = "2398--2423",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{puvvada-etal-2025-swan,
    title = "{SWAN}: An Efficient and Scalable Approach for Long-Context Language Modeling",
    author = "Puvvada, Krishna C  and
      Ladhak, Faisal  and
      Akle Serano, Santiago  and
      Hsieh, Cheng-Ping  and
      Acharya, Shantanu  and
      Majumdar, Somshubra  and
      Jia, Fei  and
      Kriman, Samuel  and
      Sun, Simeng  and
      Rekesh, Dima  and
      Ginsburg, Boris",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.123/",
    doi = "10.18653/v1/2025.emnlp-main.123",
    pages = "2424--2438",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{roemmele-etal-2025-llms,
    title = "{LLM}s Behind the Scenes: Enabling Narrative Scene Illustration",
    author = "Roemmele, Melissa  and
      Chung, John Joon Young  and
      Kim, Taewook  and
      Sun, Yuqian  and
      Calderwood, Alex  and
      Kreminski, Max",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.124/",
    doi = "10.18653/v1/2025.emnlp-main.124",
    pages = "2439--2457",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-rearank,
    title = "{REARANK}: Reasoning Re-ranking Agent via Reinforcement Learning",
    author = "Zhang, Le  and
      Wang, Bo  and
      Qiu, Xipeng  and
      Reddy, Siva  and
      Agrawal, Aishwarya",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.125/",
    doi = "10.18653/v1/2025.emnlp-main.125",
    pages = "2458--2471",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ma-etal-2025-large-language,
    title = "Large Language Models Do Multi-Label Classification Differently",
    author = "Ma, Marcus  and
      Chochlakis, Georgios  and
      Pandiyan, Niyantha Maruthu  and
      Thomason, Jesse  and
      Narayanan, Shrikanth",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.126/",
    doi = "10.18653/v1/2025.emnlp-main.126",
    pages = "2472--2495",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{miranda-etal-2025-filbench,
    title = "{F}il{B}ench: Can {LLM}s Understand and Generate {F}ilipino?",
    author = "Miranda, Lester James Validad  and
      Aco, Elyanah  and
      Manuel, Conner G.  and
      Cruz, Jan Christian Blaise  and
      Imperial, Joseph Marvin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.127/",
    doi = "10.18653/v1/2025.emnlp-main.127",
    pages = "2496--2529",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-absa,
    title = "{M}-{ABSA}: A Multilingual Dataset for Aspect-Based Sentiment Analysis",
    author = "Wu, ChengYan  and
      Ma, Bolei  and
      Liu, Yihong  and
      Zhang, Zheyu  and
      Deng, Ningyuan  and
      Li, Yanshu  and
      Chen, Baolan  and
      Zhang, Yi  and
      Xue, Yun  and
      Plank, Barbara",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.128/",
    doi = "10.18653/v1/2025.emnlp-main.128",
    pages = "2530--2557",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{nesterov-etal-2025-ruccod,
    title = "{R}u{CC}o{D}: Towards Automated {ICD} Coding in {R}ussian",
    author = "Nesterov, Alexandr  and
      Sakhovskiy, Andrey  and
      Sviridov, Ivan  and
      Valiev, Airat  and
      Makharev, Vladimir  and
      Anokhin, Petr  and
      Zubkova, Galina  and
      Tutubalina, Elena",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.129/",
    doi = "10.18653/v1/2025.emnlp-main.129",
    pages = "2558--2585",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-code,
    title = "Code to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in {LLM}s",
    author = "Yang, Dayu  and
      Liu, Tianyang  and
      Zhang, Daoan  and
      Simoulin, Antoine  and
      Liu, Xiaoyi  and
      Cao, Yuwei  and
      Teng, Zhaopu  and
      Qian, Xin  and
      Yang, Grey  and
      Luo, Jiebo  and
      McAuley, Julian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.130/",
    doi = "10.18653/v1/2025.emnlp-main.130",
    pages = "2586--2616",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lin-etal-2025-efficient,
    title = "Efficient Model Development through Fine-tuning Transfer",
    author = "Lin, Pin-Jie  and
      Balasubramanian, Rishab  and
      Liu, Fengyuan  and
      Kandpal, Nikhil  and
      Vu, Tu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.131/",
    doi = "10.18653/v1/2025.emnlp-main.131",
    pages = "2617--2636",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-language-mixing,
    title = "Language Mixing in Reasoning Language Models: Patterns, Impact, and Internal Causes",
    author = {Wang, Mingyang  and
      Lange, Lukas  and
      Adel, Heike  and
      Ma, Yunpu  and
      Str{\"o}tgen, Jannik  and
      Schuetze, Hinrich},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.132/",
    doi = "10.18653/v1/2025.emnlp-main.132",
    pages = "2637--2665",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-user,
    title = "User Feedback in Human-{LLM} Dialogues: A Lens to Understand Users But Noisy as a Learning Signal",
    author = "Liu, Yuhan  and
      Zhang, Michael JQ  and
      Choi, Eunsol",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.133/",
    doi = "10.18653/v1/2025.emnlp-main.133",
    pages = "2666--2681",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-read,
    title = "Read to Hear: A Zero-Shot Pronunciation Assessment Using Textual Descriptions and {LLM}s",
    author = "Chen, Yu-Wen  and
      Ma, Melody  and
      Hirschberg, Julia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.134/",
    doi = "10.18653/v1/2025.emnlp-main.134",
    pages = "2682--2694",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sinha-etal-2025-coco,
    title = "{COCO}-Tree: Compositional Hierarchical Concept Trees for Enhanced Reasoning in Vision-Language Models",
    author = "Sinha, Sanchit  and
      Xiong, Guangzhi  and
      Zhang, Aidong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.135/",
    doi = "10.18653/v1/2025.emnlp-main.135",
    pages = "2695--2711",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bao-etal-2025-surveygen,
    title = "{S}urvey{G}en: Quality-Aware Scientific Survey Generation with Large Language Models",
    author = "Bao, Tong  and
      Nayeem, Mir Tafseer  and
      Rafiei, Davood  and
      Zhang, Chengzhi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.136/",
    doi = "10.18653/v1/2025.emnlp-main.136",
    pages = "2712--2736",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zheng-etal-2025-voicecraft,
    title = "{V}oice{C}raft-{X}: Unifying Multilingual, Voice-Cloning Speech Synthesis and Speech Editing",
    author = "Zheng, Zhisheng  and
      Peng, Puyuan  and
      Diwan, Anuj  and
      Huynh, Cong Phuoc  and
      Sun, Xiaohang  and
      Liu, Zhu  and
      Bhat, Vimal  and
      Harwath, David",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.137/",
    doi = "10.18653/v1/2025.emnlp-main.137",
    pages = "2737--2756",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-generation,
    title = "From Generation to Judgment: Opportunities and Challenges of {LLM}-as-a-judge",
    author = "Li, Dawei  and
      Jiang, Bohan  and
      Huang, Liangjie  and
      Beigi, Alimohammad  and
      Zhao, Chengshuai  and
      Tan, Zhen  and
      Bhattacharjee, Amrita  and
      Jiang, Yuxuan  and
      Chen, Canyu  and
      Wu, Tianhao  and
      Shu, Kai  and
      Cheng, Lu  and
      Liu, Huan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.138/",
    doi = "10.18653/v1/2025.emnlp-main.138",
    pages = "2757--2791",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sirbu-etal-2025-multimatch,
    title = "{M}ulti{M}atch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification",
    author = "Sirbu, Iustin  and
      Popovici, Robert-Adrian  and
      Caragea, Cornelia  and
      Trausan-Matu, Stefan  and
      Rebedea, Traian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.139/",
    doi = "10.18653/v1/2025.emnlp-main.139",
    pages = "2792--2808",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mishra-etal-2025-ttt,
    title = "{TTT}-Bench: A Benchmark for Evaluating Reasoning Ability with Simple and Novel Tic-Tac-Toe-style Games",
    author = "Mishra, Prakamya  and
      Liu, Jiang  and
      Wu, Jialian  and
      Yu, Xiaodong  and
      Liu, Zicheng  and
      Barsoum, Emad",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.140/",
    doi = "10.18653/v1/2025.emnlp-main.140",
    pages = "2809--2831",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lei-etal-2025-learning,
    title = "Learning from Diverse Reasoning Paths with Routing and Collaboration",
    author = "Lei, Zhenyu  and
      Tan, Zhen  and
      Wang, Song  and
      Zhu, Yaochen  and
      Chen, Zihan  and
      Dong, Yushun  and
      Li, Jundong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.141/",
    doi = "10.18653/v1/2025.emnlp-main.141",
    pages = "2832--2845",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhu-etal-2025-ask,
    title = "Ask Patients with Patience: Enabling {LLM}s for Human-Centric Medical Dialogue with Grounded Reasoning",
    author = "Zhu, Jiayuan  and
      Pan, Jiazhen  and
      Liu, Yuyuan  and
      Liu, Fenglin  and
      Wu, Junde",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.142/",
    doi = "10.18653/v1/2025.emnlp-main.142",
    pages = "2846--2857",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{pandit-etal-2025-medhallu,
    title = "{M}ed{H}allu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models",
    author = "Pandit, Shrey  and
      Xu, Jiawei  and
      Hong, Junyuan  and
      Wang, Zhangyang  and
      Chen, Tianlong  and
      Xu, Kaidi  and
      Ding, Ying",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.143/",
    doi = "10.18653/v1/2025.emnlp-main.143",
    pages = "2858--2873",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ivey-etal-2025-nutmeg,
    title = "{NUTMEG}: Separating Signal From Noise in Annotator Disagreement",
    author = "Ivey, Jonathan  and
      Gauch, Susan  and
      Jurgens, David",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.144/",
    doi = "10.18653/v1/2025.emnlp-main.144",
    pages = "2874--2887",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{borah-etal-2025-alignment,
    title = "Alignment Quality Index ({AQI}) : Beyond Refusals: {AQI} as an Intrinsic Alignment Diagnostic via Latent Geometry, Cluster Divergence, and Layer wise Pooled Representations",
    author = "Borah, Abhilekh  and
      Sharma, Chhavi  and
      Khanna, Danush  and
      Bhatt, Utkarsh  and
      Singh, Gurpreet  and
      Abdullah, Hasnat Md  and
      Ravi, Raghav Kaushik  and
      Jain, Vinija  and
      Patel, Jyoti  and
      Singh, Shubham  and
      Sharma, Vasu  and
      Vats, Arpita  and
      Raja, Rahul  and
      Chadha, Aman  and
      Das, Amitava",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.145/",
    doi = "10.18653/v1/2025.emnlp-main.145",
    pages = "2888--2947",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jung-etal-2025-mythtriage,
    title = "{M}yth{T}riage: Scalable Detection of Opioid Use Disorder Myths on a Video-Sharing Platform",
    author = "Jung, Hayoung  and
      Mittal, Shravika  and
      Aatreya, Ananya  and
      Kaur, Navreet  and
      De Choudhury, Munmun  and
      Mitra, Tanu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.146/",
    doi = "10.18653/v1/2025.emnlp-main.146",
    pages = "2948--2982",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{melamed-etal-2025-demystifying,
    title = "Demystifying optimized prompts in language models",
    author = "Melamed, Rimon  and
      McCabe, Lucas Hurley  and
      Huang, H Howie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.147/",
    doi = "10.18653/v1/2025.emnlp-main.147",
    pages = "2983--2999",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xiao-etal-2025-whisper,
    title = "Whisper-{UT}: A Unified Translation Framework for Speech and Text",
    author = "Xiao, Cihan  and
      Wiesner, Matthew  and
      Chakraborty, Debashish  and
      Kriz, Reno  and
      Cunningham, Keith  and
      Murray, Kenton  and
      Duh, Kevin  and
      Tavarez-Arce, Luis  and
      McNamee, Paul  and
      Khudanpur, Sanjeev",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.148/",
    doi = "10.18653/v1/2025.emnlp-main.148",
    pages = "3000--3016",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-unleashing,
    title = "Unleashing the Reasoning Potential of {LLM}s by Critique Fine-Tuning on One Problem",
    author = "Wang, Yubo  and
      Nie, Ping  and
      Zou, Kai  and
      Wu, Lijun  and
      Chen, Wenhu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.149/",
    doi = "10.18653/v1/2025.emnlp-main.149",
    pages = "3017--3027",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-active,
    title = "Active Layer-Contrastive Decoding Reduces Hallucination in Large Language Model Generation",
    author = "Zhang, Hongxiang  and
      Chen, Hao  and
      Chen, Muhao  and
      Zhang, Tianyi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.150/",
    doi = "10.18653/v1/2025.emnlp-main.150",
    pages = "3028--3046",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-bbscorev2,
    title = "{BBS}core{V}2: Learning Time-Evolution and Latent Alignment from Stochastic Representation",
    author = "Zhang, Tianhao  and
      Sheng, Zhecheng  and
      Lin, Zhexiao  and
      Jiang, Chen  and
      Kang, Dongyeop",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.151/",
    doi = "10.18653/v1/2025.emnlp-main.151",
    pages = "3047--3061",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xia-etal-2025-sand,
    title = "{SAND}: Boosting {LLM} Agents with Self-Taught Action Deliberation",
    author = "Xia, Yu  and
      Shen, Yiran Jenny  and
      Wu, Junda  and
      Yu, Tong  and
      Kim, Sungchul  and
      Rossi, Ryan A.  and
      Yao, Lina  and
      McAuley, Julian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.152/",
    doi = "10.18653/v1/2025.emnlp-main.152",
    pages = "3062--3077",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-llms-world,
    title = "{LLM}s as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment",
    author = "Li, Lingyao  and
      Li, Dawei  and
      Ou, Zhenhui  and
      Xu, Xiaoran  and
      Liu, Jingxiao  and
      Ma, Zihui  and
      Yu, Runlong  and
      Deng, Min",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.153/",
    doi = "10.18653/v1/2025.emnlp-main.153",
    pages = "3078--3096",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shen-etal-2025-mind,
    title = "Mind the Value-Action Gap: Do {LLM}s Act in Alignment with Their Values?",
    author = "Shen, Hua  and
      Clark, Nicholas  and
      Mitra, Tanu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.154/",
    doi = "10.18653/v1/2025.emnlp-main.154",
    pages = "3097--3118",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-two,
    title = "Two Heads Are Better Than One: Dual-Model Verbal Reflection at Inference-Time",
    author = "Li, Jiazheng  and
      Zhou, Yuxiang  and
      Lu, Junru  and
      Tyen, Gladys  and
      Gui, Lin  and
      Aloisi, Cesare  and
      He, Yulan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.155/",
    doi = "10.18653/v1/2025.emnlp-main.155",
    pages = "3119--3140",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{waheed-an-2025-image,
    title = "Image Embedding Sampling Method for Diverse Captioning",
    author = "Waheed, Sania  and
      An, Na Min",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.156/",
    doi = "10.18653/v1/2025.emnlp-main.156",
    pages = "3141--3157",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-diagnosing,
    title = "Diagnosing Memorization in Chain-of-Thought Reasoning, One Token at a Time",
    author = "Li, Huihan  and
      Chen, You  and
      Wang, Siyuan  and
      He, Yixin  and
      Mehrabi, Ninareh  and
      Gupta, Rahul  and
      Ren, Xiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.157/",
    doi = "10.18653/v1/2025.emnlp-main.157",
    pages = "3158--3180",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yao-etal-2025-fans,
    title = "{FANS}: Formal Answer Selection for {LLM} Natural Language Math Reasoning Using Lean4",
    author = "Yao, Jiarui  and
      Wang, Ruida  and
      Zhang, Tong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.158/",
    doi = "10.18653/v1/2025.emnlp-main.158",
    pages = "3181--3200",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bhatia-etal-2025-date,
    title = "Date Fragments: A Hidden Bottleneck of Tokenization for Temporal Reasoning",
    author = "Bhatia, Gagan  and
      Peyrard, Maxime  and
      Zhao, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.159/",
    doi = "10.18653/v1/2025.emnlp-main.159",
    pages = "3201--3219",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-measuring,
    title = "Measuring Risk of Bias in Biomedical Reports: The {R}o{BBR} Benchmark",
    author = "Wang, Jianyou  and
      Cao, Weili  and
      Bao, Longtian  and
      Zheng, Youze  and
      Pasternak, Gil  and
      Wang, Kaicheng  and
      Wang, Xiaoyue  and
      Paturi, Ramamohan  and
      Bergen, Leon",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.160/",
    doi = "10.18653/v1/2025.emnlp-main.160",
    pages = "3220--3248",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{guan-etal-2025-shift,
    title = "{SHIFT}: Selected Helpful Informative Frame for Video-guided Machine Translation",
    author = "Guan, Boyu  and
      Han, Chuang  and
      Zhang, Yining  and
      Liang, Yupu  and
      Zhang, Zhiyang  and
      Zhao, Yang  and
      Zong, Chengqing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.161/",
    doi = "10.18653/v1/2025.emnlp-main.161",
    pages = "3249--3267",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lyu-etal-2025-surge,
    title = "Surge: On the Potential of Large Language Models as General-Purpose Surrogate Code Executors",
    author = "Lyu, Bohan  and
      Huang, Siqiao  and
      Liang, Zichen  and
      Sun, Qian  and
      Zhang, Jiaming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.162/",
    doi = "10.18653/v1/2025.emnlp-main.162",
    pages = "3268--3308",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mullov-waibel-2025-shot,
    title = "Few-Shot Learning Translation from New Languages",
    author = "Mullov, Carlos  and
      Waibel, Alexander",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.163/",
    doi = "10.18653/v1/2025.emnlp-main.163",
    pages = "3309--3330",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xiao-etal-2025-humanizing,
    title = "Humanizing Machines: Rethinking {LLM} Anthropomorphism Through a Multi-Level Framework of Design",
    author = "Xiao, Yunze  and
      Ng, Lynnette Hui Xian  and
      Liu, Jiarui  and
      Diab, Mona T.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.164/",
    doi = "10.18653/v1/2025.emnlp-main.164",
    pages = "3331--3350",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xia-etal-2025-tokenskip,
    title = "{T}oken{S}kip: Controllable Chain-of-Thought Compression in {LLM}s",
    author = "Xia, Heming  and
      Leong, Chak Tou  and
      Wang, Wenjie  and
      Li, Yongqi  and
      Li, Wenjie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.165/",
    doi = "10.18653/v1/2025.emnlp-main.165",
    pages = "3351--3363",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{dinh-niehues-2025-generative,
    title = "Are Generative Models Underconfident? Better Quality Estimation with Boosted Model Probability",
    author = "Dinh, Tu Anh  and
      Niehues, Jan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.166/",
    doi = "10.18653/v1/2025.emnlp-main.166",
    pages = "3364--3382",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-rewordbench,
    title = "re{W}ord{B}ench: Benchmarking and Improving the Robustness of Reward Models with Transformed Inputs",
    author = "Wu, Zhaofeng  and
      Yasunaga, Michihiro  and
      Cohen, Andrew  and
      Kim, Yoon  and
      Celikyilmaz, Asli  and
      Ghazvininejad, Marjan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.167/",
    doi = "10.18653/v1/2025.emnlp-main.167",
    pages = "3383--3409",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chang-etal-2025-inputs,
    title = "Why Do Some Inputs Break Low-Bit {LLM} Quantization?",
    author = "Chang, Ting-Yun  and
      Zhang, Muru  and
      Thomason, Jesse  and
      Jia, Robin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.168/",
    doi = "10.18653/v1/2025.emnlp-main.168",
    pages = "3410--3429",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kamahori-etal-2025-liteasr,
    title = "{L}ite{ASR}: Efficient Automatic Speech Recognition with Low-Rank Approximation",
    author = "Kamahori, Keisuke  and
      Kasai, Jungo  and
      Kojima, Noriyuki  and
      Kasikci, Baris",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.169/",
    doi = "10.18653/v1/2025.emnlp-main.169",
    pages = "3430--3442",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sheng-etal-2025-aroma,
    title = "{AROMA}: Autonomous Rank-one Matrix Adaptation",
    author = "Sheng, Hao Nan  and
      Wang, Zhi-Yong  and
      So, Hing Cheung  and
      Yang, Mingrui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.170/",
    doi = "10.18653/v1/2025.emnlp-main.170",
    pages = "3443--3459",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ma-etal-2025-large-language-models,
    title = "Large Language Models Have Intrinsic Meta-Cognition, but Need a Good Lens",
    author = "Ma, Ziyang  and
      Yuan, Qingyue  and
      Wang, Zhenglin  and
      Zhou, Deyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.171/",
    doi = "10.18653/v1/2025.emnlp-main.171",
    pages = "3460--3477",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-anchoring,
    title = "Anchoring-Guidance Fine-Tuning ({A}n{GFT}): Elevating Professional Response Quality in Role-Playing Conversational Agents",
    author = "Li, Qibin  and
      Xu, Zhen  and
      Bai, Shengyuan  and
      Yao, Nianmin  and
      Sun, Kaili  and
      Wu, Bowen  and
      Li, Ying  and
      Wang, Baoxun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.172/",
    doi = "10.18653/v1/2025.emnlp-main.172",
    pages = "3478--3496",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{he-etal-2025-ritta,
    title = "{R}i{TTA}: Modeling Event Relations in Text-to-Audio Generation",
    author = "He, Yuhang  and
      Jain, Yash  and
      Liu, Xubo  and
      Markham, Andrew  and
      Vineet, Vibhav",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.173/",
    doi = "10.18653/v1/2025.emnlp-main.173",
    pages = "3497--3511",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-shallow,
    title = "Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in {LVLM}s",
    author = "Zhang, Xiaofeng  and
      Quan, Yihao  and
      Shen, Chen  and
      Gu, Chaochen  and
      Yuan, Xiaosong  and
      Yan, Shaotian  and
      Cao, Jiawei  and
      Cheng, Hao  and
      Wu, Kaijie  and
      Ye, Jieping",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.174/",
    doi = "10.18653/v1/2025.emnlp-main.174",
    pages = "3512--3534",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{limkonchotiwat-etal-2025-wangchanthaiinstruct,
    title = "{W}angchan{T}hai{I}nstruct: An instruction-following Dataset for Culture-Aware, Multitask, and Multi-domain Evaluation in {T}hai",
    author = "Limkonchotiwat, Peerat  and
      Tuchinda, Pume  and
      Lowphansirikul, Lalita  and
      Nonesung, Surapon  and
      Tasawong, Panuthep  and
      Aji, Alham Fikri  and
      Udomcharoenchaikit, Can  and
      Nutanong, Sarana",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.175/",
    doi = "10.18653/v1/2025.emnlp-main.175",
    pages = "3535--3558",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-etal-2025-memereacon,
    title = "{M}eme{R}ea{C}on: Probing Contextual Meme Understanding in Large Vision-Language Models",
    author = "Zhao, Zhengyi  and
      Zhang, Shubo  and
      Zhang, Yuxi  and
      Zhao, Yanxi  and
      Zhang, Yifan  and
      Wang, Zezhong  and
      Wang, Huimin  and
      Zhao, Yutian  and
      Liang, Bin  and
      Zheng, Yefeng  and
      Li, Binyang  and
      Wong, Kam-Fai  and
      Wu, Xian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.176/",
    doi = "10.18653/v1/2025.emnlp-main.176",
    pages = "3559--3582",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{rao-etal-2025-comprehensive,
    title = "A Comprehensive {L}iterary {C}hinese Reading Comprehension Dataset with an Evidence Curation Based Solution",
    author = "Rao, Dongning  and
      Zhou, Rongchu  and
      Chen, Peng  and
      Jiang, Zhihua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.177/",
    doi = "10.18653/v1/2025.emnlp-main.177",
    pages = "3583--3603",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shi-etal-2025-dialect,
    title = "Dialect-{SQL}: An Adaptive Framework for Bridging the Dialect Gap in Text-to-{SQL}",
    author = "Shi, Jie  and
      Cao, Xi  and
      Xu, Bo  and
      Liang, Jiaqing  and
      Xiao, Yanghua  and
      Chen, Jia  and
      Wang, Peng  and
      Wang, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.178/",
    doi = "10.18653/v1/2025.emnlp-main.178",
    pages = "3604--3619",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tang-yang-2025-finmteb,
    title = "{F}in{MTEB}: Finance Massive Text Embedding Benchmark",
    author = "Tang, Yixuan  and
      Yang, Yi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.179/",
    doi = "10.18653/v1/2025.emnlp-main.179",
    pages = "3620--3638",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{diwan-etal-2025-scaling,
    title = "Scaling Rich Style-Prompted Text-to-Speech Datasets",
    author = "Diwan, Anuj  and
      Zheng, Zhisheng  and
      Harwath, David  and
      Choi, Eunsol",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.180/",
    doi = "10.18653/v1/2025.emnlp-main.180",
    pages = "3639--3659",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kamruzzaman-kim-2025-exploring,
    title = "Exploring Changes in Nation Perception with Nationality-Assigned Personas in {LLM}s",
    author = "Kamruzzaman, Mahammed  and
      Kim, Gene Louis",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.181/",
    doi = "10.18653/v1/2025.emnlp-main.181",
    pages = "3660--3678",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yu-etal-2025-eliciting,
    title = "Eliciting Implicit Acoustic Styles from Open-domain Instructions to Facilitate Fine-grained Controllable Generation of Speech",
    author = "Yu, Jianxing  and
      Zihao, Gou  and
      Li, Chen  and
      Wang, Zhisheng  and
      Yang, Peiji  and
      Chen, Wenqing  and
      Yin, Jian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.182/",
    doi = "10.18653/v1/2025.emnlp-main.182",
    pages = "3679--3695",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xu-etal-2025-obliviate,
    title = "{OBLIVIATE}: Robust and Practical Machine Unlearning for Large Language Models",
    author = "Xu, Xiaoyu  and
      Du, Minxin  and
      Ye, Qingqing  and
      Hu, Haibo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.183/",
    doi = "10.18653/v1/2025.emnlp-main.183",
    pages = "3696--3715",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-adaptthink,
    title = "{A}dapt{T}hink: Reasoning Models Can Learn When to Think",
    author = "Zhang, Jiajie  and
      Lin, Nianyi  and
      Hou, Lei  and
      Feng, Ling  and
      Li, Juanzi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.184/",
    doi = "10.18653/v1/2025.emnlp-main.184",
    pages = "3716--3730",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-etal-2025-t2,
    title = "T$^2$: An Adaptive Test-Time Scaling Strategy for Contextual Question Answering",
    author = "Zhao, Zhengyi  and
      Zhang, Shubo  and
      Wang, Zezhong  and
      Wang, Huimin  and
      Zhao, Yutian  and
      Liang, Bin  and
      Zheng, Yefeng  and
      Li, Binyang  and
      Wong, Kam-Fai  and
      Wu, Xian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.185/",
    doi = "10.18653/v1/2025.emnlp-main.185",
    pages = "3731--3756",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-non,
    title = "Non-Existent Relationship: Fact-Aware Multi-Level Machine-Generated Text Detection",
    author = "Wu, Yang  and
      Wang, Ruijia  and
      Wu, Jie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.186/",
    doi = "10.18653/v1/2025.emnlp-main.186",
    pages = "3757--3768",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ji-etal-2025-calibrating,
    title = "Calibrating Verbal Uncertainty as a Linear Feature to Reduce Hallucinations",
    author = "Ji, Ziwei  and
      Yu, Lei  and
      Koishekenov, Yeskendir  and
      Bang, Yejin  and
      Hartshorn, Anthony  and
      Schelten, Alan  and
      Zhang, Cheng  and
      Fung, Pascale  and
      Cancedda, Nicola",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.187/",
    doi = "10.18653/v1/2025.emnlp-main.187",
    pages = "3769--3793",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-jurex,
    title = "{JUREX}-4{E}: Juridical Expert-Annotated Four-Element Knowledge Base for Legal Reasoning",
    author = "Liu, Huanghai  and
      Huang, Quzhe  and
      Chen, Qingjing  and
      Hu, Yiran  and
      Ma, Jiayu  and
      Liu, Yun  and
      Shen, Weixing  and
      Feng, Yansong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.188/",
    doi = "10.18653/v1/2025.emnlp-main.188",
    pages = "3794--3814",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{samuel-etal-2025-cie,
    title = "{CIE}: Controlling Language Model Text Generations Using Continuous Signals",
    author = "Samuel, Vinay  and
      Diddee, Harshita  and
      Zhang, Yiming  and
      Ippolito, Daphne",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.189/",
    doi = "10.18653/v1/2025.emnlp-main.189",
    pages = "3815--3825",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-stand-shoulders,
    title = "Stand on The Shoulders of Giants: Building {J}ail{E}xpert from Previous Attack Experience",
    author = "Wang, Xi  and
      Jian, Songlei  and
      Li, Shasha  and
      Li, Xiaopeng  and
      Ji, Bin  and
      Jun, Ma  and
      Liu, Xiaodong  and
      Wang, Jing  and
      Zhang, Jianfeng  and
      Yu, Jie  and
      Bao, Feilong  and
      Wangbaosheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.190/",
    doi = "10.18653/v1/2025.emnlp-main.190",
    pages = "3826--3843",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mi-etal-2025-language,
    title = "Language-to-Space Programming for Training-Free 3{D} Visual Grounding",
    author = "Mi, Boyu  and
      Wang, Hanqing  and
      Wang, Tai  and
      Chen, Yilun  and
      Pang, Jiangmiao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.191/",
    doi = "10.18653/v1/2025.emnlp-main.191",
    pages = "3844--3864",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-rag,
    title = "{RAG}-Instruct: Boosting {LLM}s with Diverse Retrieval-Augmented Instructions",
    author = "Liu, Wanlong  and
      Chen, Junying  and
      Ji, Ke  and
      Zhou, Li  and
      Chen, Wenyu  and
      Wang, Benyou",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.192/",
    doi = "10.18653/v1/2025.emnlp-main.192",
    pages = "3865--3888",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lai-etal-2025-adarewriter,
    title = "{A}da{R}ewriter: Unleashing the Power of Prompting-based Conversational Query Reformulation via Test-Time Adaptation",
    author = "Lai, Yilong  and
      Wu, Jialong  and
      Wang, Zhenglin  and
      Zhou, Deyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.193/",
    doi = "10.18653/v1/2025.emnlp-main.193",
    pages = "3889--3905",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lu-etal-2025-smartbench,
    title = "{S}mart{B}ench: Is Your {LLM} Truly a Good {C}hinese Smartphone Assistant?",
    author = "Lu, Xudong  and
      Gao, Haohao  and
      Wu, Renshou  and
      Ren, Shuai  and
      Chen, Xiaoxin  and
      Li, Hongsheng  and
      Li, Fangyuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.194/",
    doi = "10.18653/v1/2025.emnlp-main.194",
    pages = "3906--3931",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yue-etal-2025-f2teval,
    title = "{F}2{TE}val: Human-Aligned Multi-Dimensional Evaluation for Figure-to-Text Task",
    author = "Yue, Tan  and
      Mao, Rui  and
      Song, Zilong  and
      Hu, Zonghai  and
      Zhao, Dongyan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.195/",
    doi = "10.18653/v1/2025.emnlp-main.195",
    pages = "3932--3948",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-icon2,
    title = "Icon$^2$: Aligning Large Language Models Using Self-Synthetic Preference Data via Inherent Regulation",
    author = "Chen, Qiyuan  and
      Huang, Hongsen  and
      Shao, Qian  and
      Chen, Jiahe  and
      Chen, Jintai  and
      Xu, Hongxia  and
      Hua, Renjie  and
      Chuan, Ren  and
      Wu, Jian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.196/",
    doi = "10.18653/v1/2025.emnlp-main.196",
    pages = "3949--3968",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{dong-etal-2025-dscd,
    title = "{DSCD}: Large Language Model Detoxification with Self-Constrained Decoding",
    author = "Dong, Ming  and
      Zhang, Jinkui  and
      Zheng, Bolong  and
      Tu, Xinhui  and
      Hu, Po  and
      He, Tingting",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.197/",
    doi = "10.18653/v1/2025.emnlp-main.197",
    pages = "3969--3984",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-reasoning,
    title = "From Reasoning to Answer: Empirical, Attention-Based and Mechanistic Insights into Distilled {D}eep{S}eek R1 Models",
    author = "Zhang, Jue  and
      Lin, Qingwei  and
      Rajmohan, Saravan  and
      Zhang, Dongmei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.198/",
    doi = "10.18653/v1/2025.emnlp-main.198",
    pages = "3985--4002",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hu-etal-2025-quantifying,
    title = "Quantifying Language Disparities in Multilingual Large Language Models",
    author = "Hu, Songbo  and
      Vuli{\'c}, Ivan  and
      Korhonen, Anna",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.199/",
    doi = "10.18653/v1/2025.emnlp-main.199",
    pages = "4003--4018",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lee-etal-2025-koblex,
    title = "{K}o{BLEX}: Open Legal Question Answering with Multi-hop Reasoning",
    author = "Lee, Jihyung  and
      Kim, Daehui  and
      Hwang, Seonjeong  and
      Kim, Hyounghun  and
      Lee, Gary",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.200/",
    doi = "10.18653/v1/2025.emnlp-main.200",
    pages = "4019--4053",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-end,
    title = "End-to-End Learnable Psychiatric Scale Guided Risky Post Screening for Depression Detection on Social Media",
    author = "Wang, Bichen  and
      Zi, Yuzhe  and
      Sun, Yixin  and
      Yang, Hao  and
      Zhao, Yanyan  and
      Qin, Bing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.201/",
    doi = "10.18653/v1/2025.emnlp-main.201",
    pages = "4054--4066",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xinjie-etal-2025-reagent,
    title = "{R}e{A}gent: Reversible Multi-Agent Reasoning for Knowledge-Enhanced Multi-Hop {QA}",
    author = "Xinjie, Zhao  and
      Gao, Fan  and
      Song, Xingyu  and
      Chen, Yingjian  and
      Yang, Rui  and
      Fu, Yanran  and
      Wang, Yuyang  and
      Iwasawa, Yusuke  and
      Matsuo, Yutaka  and
      Li, Irene",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.202/",
    doi = "10.18653/v1/2025.emnlp-main.202",
    pages = "4067--4089",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jansen-etal-2025-matter,
    title = "Matter-of-Fact: A Benchmark for Verifying the Feasibility of Literature-Supported Claims in Materials Science",
    author = "Jansen, Peter  and
      Hassan, Samiah  and
      Wang, Ruoyao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.203/",
    doi = "10.18653/v1/2025.emnlp-main.203",
    pages = "4090--4102",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kang-etal-2025-modrwkv,
    title = "{M}od{RWKV}: Transformer Multimodality in Linear Time",
    author = "Kang, Jiale  and
      Yue, Ziyin  and
      Yin, Qingyu  and
      Jiang, Rui  and
      Li, Weile  and
      Lu, Zening  and
      Ji, Zhouran",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.204/",
    doi = "10.18653/v1/2025.emnlp-main.204",
    pages = "4103--4115",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yu-etal-2025-multimedia,
    title = "Multimedia Event Extraction with {LLM} Knowledge Editing",
    author = "Yu, Jiaao  and
      Lin, Yijing  and
      Gao, Zhipeng  and
      Qiu, Xuesong  and
      Rui, Lanlan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.205/",
    doi = "10.18653/v1/2025.emnlp-main.205",
    pages = "4116--4124",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-exploring-impact,
    title = "Exploring the Impact of Personality Traits on {LLM} Bias and Toxicity",
    author = "Wang, Shuo  and
      Li, Renhao  and
      Chen, Xi  and
      Yuan, Yulin  and
      Yang, Min  and
      Wong, Derek F.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.206/",
    doi = "10.18653/v1/2025.emnlp-main.206",
    pages = "4125--4143",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{he-etal-2025-task,
    title = "Task-aware Contrastive Mixture of Experts for Quadruple Extraction in Conversations with Code-like Replies and Non-opinion Detection",
    author = "He, Chenyuan  and
      Jia, Yuxiang  and
      Gao, Fei  and
      Zhu, Senbin  and
      Liu, Hongde  and
      Zan, Hongying  and
      Peng, Min",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.207/",
    doi = "10.18653/v1/2025.emnlp-main.207",
    pages = "4144--4159",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-mitigating,
    title = "Mitigating Biases in Language Models via Bias Unlearning",
    author = "Liu, Dianqing  and
      Liu, Yi  and
      Jin, Guoqing  and
      Mao, Zhendong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.208/",
    doi = "10.18653/v1/2025.emnlp-main.208",
    pages = "4160--4178",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xiong-etal-2025-uncomp,
    title = "{UNC}omp: Can Matrix Entropy Uncover Sparsity? {---} A Compressor Design from an Uncertainty-Aware Perspective",
    author = "Xiong, Jing  and
      Shen, Jianghan  and
      Ye, Fanghua  and
      Tao, Chaofan  and
      Wan, Zhongwei  and
      Lu, Jianqiao  and
      Wu, Xun  and
      Zheng, Chuanyang  and
      Guo, Zhijiang  and
      Yang, Min  and
      Kong, Lingpeng  and
      Wong, Ngai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.209/",
    doi = "10.18653/v1/2025.emnlp-main.209",
    pages = "4179--4199",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{qiu-etal-2025-superpose,
    title = "Superpose Task-specific Features for Model Merging",
    author = "Qiu, Haiquan  and
      Wu, You  and
      Li, Dong  and
      Guo, Jianmin  and
      Yao, Quanming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.210/",
    doi = "10.18653/v1/2025.emnlp-main.210",
    pages = "4200--4214",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-etal-2025-finragbench,
    title = "{F}in{RAGB}ench-{V}: A Benchmark for Multimodal {RAG} with Visual Citation in the Financial Domain",
    author = "Zhao, Suifeng  and
      Jin, Zhuoran  and
      Li, Sujian  and
      Gao, Jun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.211/",
    doi = "10.18653/v1/2025.emnlp-main.211",
    pages = "4215--4249",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-backtrackagent,
    title = "{B}acktrack{A}gent: Enhancing {GUI} Agent with Error Detection and Backtracking Mechanism",
    author = "Wu, Qinzhuo  and
      Gao, Pengzhi  and
      Liu, Wei  and
      Luan, Jian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.212/",
    doi = "10.18653/v1/2025.emnlp-main.212",
    pages = "4250--4272",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-diffusion,
    title = "Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective",
    author = "Zhang, Siyue  and
      Zhao, Yilun  and
      Geng, Liyuan  and
      Cohan, Arman  and
      Luu, Anh Tuan  and
      Zhao, Chen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.213/",
    doi = "10.18653/v1/2025.emnlp-main.213",
    pages = "4273--4303",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-banneragency,
    title = "{B}anner{A}gency: Advertising Banner Design with Multimodal {LLM} Agents",
    author = "Wang, Heng  and
      Shimose, Yotaro  and
      Takamatsu, Shingo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.214/",
    doi = "10.18653/v1/2025.emnlp-main.214",
    pages = "4304--4329",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shi-etal-2025-dids,
    title = "{DIDS}: Domain Impact-aware Data Sampling for Large Language Model Training",
    author = "Shi, Weijie  and
      Zhang, Jipeng  and
      Wu, Yaguang  and
      Fang, Jingzhi  and
      Zhang, Shibo  and
      Zhao, Yao  and
      Chen, Hao  and
      Zhang, Ruiyuan  and
      Cui, Yue  and
      Zhu, Jia  and
      Han, Sirui  and
      Xu, Jiajie  and
      Zhou, Xiaofang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.215/",
    doi = "10.18653/v1/2025.emnlp-main.215",
    pages = "4330--4350",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{su-etal-2025-training,
    title = "Training {LLM}s to be Better Text Embedders through Bidirectional Reconstruction",
    author = "Su, Chang  and
      Shi, Dengliang  and
      Huang, Siyuan  and
      Du, Jintao  and
      Meng, Changhua  and
      Cheng, Yu  and
      Wang, Weiqiang  and
      Lin, Zhouhan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.216/",
    doi = "10.18653/v1/2025.emnlp-main.216",
    pages = "4351--4369",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tan-monz-2025-remedy,
    title = "{R}e{M}edy: Learning Machine Translation Evaluation from Human Preferences with Reward Modeling",
    author = "Tan, Shaomu  and
      Monz, Christof",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.217/",
    doi = "10.18653/v1/2025.emnlp-main.217",
    pages = "4370--4387",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{peng-etal-2025-soleval,
    title = "{S}ol{E}val: Benchmarking Large Language Models for Repository-level Solidity Smart Contract Generation",
    author = "Peng, Zhiyuan  and
      Yin, Xin  and
      Qian, Rui  and
      Lin, Peiqin  and
      Liu, YongKang  and
      Zhang, Hao  and
      Ying, Chenhao  and
      Luo, Yuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.218/",
    doi = "10.18653/v1/2025.emnlp-main.218",
    pages = "4388--4411",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{roll-etal-2025-context,
    title = "In-Context Learning Boosts Speech Recognition via Human-like Adaptation to Speakers and Language Varieties",
    author = "Roll, Nathan  and
      Graham, Calbert  and
      Tatsumi, Yuka  and
      Nguyen, Kim Tien  and
      Sumner, Meghan  and
      Jurafsky, Dan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.219/",
    doi = "10.18653/v1/2025.emnlp-main.219",
    pages = "4412--4426",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-reasoning,
    title = "Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills",
    author = "Wang, Changsheng  and
      Fan, Chongyu  and
      Zhang, Yihua  and
      Jia, Jinghan  and
      Wei, Dennis  and
      Ram, Parikshit  and
      Baracaldo, Nathalie  and
      Liu, Sijia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.220/",
    doi = "10.18653/v1/2025.emnlp-main.220",
    pages = "4427--4443",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shen-etal-2025-chain,
    title = "Chain-of-Talkers ({C}o{T}alk): Fast Human Annotation of Dense Image Captions",
    author = "Shen, Yijun  and
      Chen, Delong  and
      Liu, Fan  and
      Wang, Xingyu  and
      Zhang, Chuanyi  and
      Yao, Liang  and
      Zheng, Yuhui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.221/",
    doi = "10.18653/v1/2025.emnlp-main.221",
    pages = "4444--4464",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sun-etal-2025-decouplesearch,
    title = "{D}ecouple{S}earch: Decouple Planning and Search via Hierarchical Reward Modeling",
    author = "Sun, Hao  and
      Qiao, Zile  and
      Wang, Bo  and
      Chen, Guoxin  and
      Hou, Yingyan  and
      Jiang, Yong  and
      Xie, Pengjun  and
      Huang, Fei  and
      Zhang, Yan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.222/",
    doi = "10.18653/v1/2025.emnlp-main.222",
    pages = "4465--4478",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-rewardds,
    title = "{R}eward{DS}: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis",
    author = "Wang, Jianwei  and
      Shi, Chengming  and
      Yang, Junyao  and
      Li, Haoran  and
      Ma, Qianli  and
      Zhuang, Huiping  and
      Chen, Cen  and
      Zeng, Ziqian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.223/",
    doi = "10.18653/v1/2025.emnlp-main.223",
    pages = "4479--4500",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-synergizing,
    title = "Synergizing Multimodal Temporal Knowledge Graphs and Large Language Models for Social Relation Recognition",
    author = "Wang, Haorui  and
      Wang, Zheng  and
      Zhang, Yuxuan  and
      Wang, Bo  and
      Wu, Bin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.224/",
    doi = "10.18653/v1/2025.emnlp-main.224",
    pages = "4501--4520",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kim-etal-2025-legalsearchlm,
    title = "{L}egal{S}earch{LM}: Rethinking Legal Case Retrieval as Legal Elements Generation",
    author = "Kim, Chaeeun  and
      Lee, Jinu  and
      Hwang, Wonseok",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.225/",
    doi = "10.18653/v1/2025.emnlp-main.225",
    pages = "4521--4554",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wei-etal-2025-chartmind,
    title = "{C}hart{M}ind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering",
    author = "Wei, Jingxuan  and
      Xu, Nan  and
      Zhu, Junnan  and
      Haoyanni  and
      Wu, Gaowei  and
      Chen, Qi  and
      Yu, Bihui  and
      Wang, Lei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.226/",
    doi = "10.18653/v1/2025.emnlp-main.226",
    pages = "4555--4569",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-etal-2025-cola,
    title = "{COLA}: Collaborative Multi-Agent Framework with Dynamic Task Scheduling for {GUI} Automation",
    author = "Zhao, Di  and
      Ma, Longhui  and
      Wang, Siwei  and
      Wang, Miao  and
      Lv, Zhao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.227/",
    doi = "10.18653/v1/2025.emnlp-main.227",
    pages = "4570--4593",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-dasa,
    title = "{DASA}-Trans-{STM}: Adaptive Efficient Transformer for Short Text Matching using Data Augmentation and Semantic Awareness",
    author = "Liu, Jiguo  and
      Liu, Chao  and
      Li, Meimei  and
      Li, Nan  and
      Gao, Shihao  and
      Zhu, Dali",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.228/",
    doi = "10.18653/v1/2025.emnlp-main.228",
    pages = "4594--4610",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{madasu-etal-2025-pruning,
    title = "Pruning the Paradox: How {CLIP}{'}s Most Informative Heads Enhance Performance While Amplifying Bias",
    author = "Madasu, Avinash  and
      Lal, Vasudev  and
      Howard, Phillip",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.229/",
    doi = "10.18653/v1/2025.emnlp-main.229",
    pages = "4611--4626",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-cola,
    title = "{C}o{LA}: Compute-Efficient Pre-Training of {LLM}s via Low-Rank Activation",
    author = "Liu, Ziyue  and
      Zhang, Ruijie  and
      Wang, Zhengyang  and
      Yan, Mingsong  and
      Yang, Zi  and
      Hovland, Paul D.  and
      Nicolae, Bogdan  and
      Cappello, Franck  and
      Tang, Sui  and
      Zhang, Zheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.230/",
    doi = "10.18653/v1/2025.emnlp-main.230",
    pages = "4627--4645",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-ts,
    title = "{TS}-{CLIP}: Time Series Understanding by {CLIP}",
    author = "Chen, Ziwen  and
      Zhang, Xiaoyuan  and
      Zhu, Ming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.231/",
    doi = "10.18653/v1/2025.emnlp-main.231",
    pages = "4646--4664",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xu-etal-2025-multiagentesc,
    title = "{M}ulti{A}gent{ESC}: A {LLM}-based Multi-Agent Collaboration Framework for Emotional Support Conversation",
    author = "Xu, Yangyang  and
      Hu, Jinpeng  and
      Zhao, Zhuoer  and
      Duan, Zhangling  and
      Sun, Xiao  and
      Yang, Xun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.232/",
    doi = "10.18653/v1/2025.emnlp-main.232",
    pages = "4665--4681",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-continuously,
    title = "Continuously Steering {LLM}s Sensitivity to Contextual Knowledge with Proxy Models",
    author = "Wang, Yilin  and
      Wang, Heng  and
      Bai, Yuyang  and
      Luo, Minnan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.233/",
    doi = "10.18653/v1/2025.emnlp-main.233",
    pages = "4682--4698",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chuang-etal-2025-probing,
    title = "Probing {LLM} World Models: Enhancing Guesstimation with Wisdom of Crowds Decoding",
    author = "Chuang, Yun-Shiuan  and
      Narendran, Sameer  and
      Harlalka, Nikunj  and
      Cheung, Alexander  and
      Gao, Sizhe  and
      Suresh, Siddharth  and
      Hu, Junjie  and
      Rogers, Timothy T.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.234/",
    doi = "10.18653/v1/2025.emnlp-main.234",
    pages = "4699--4713",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ma-etal-2025-recall,
    title = "Recall with Reasoning: Chain-of-Thought Distillation for Mamba{'}s Long-Context Memory and Extrapolation",
    author = "Ma, Jun-Yu  and
      Fang, Tianqing  and
      Zhang, Zhisong  and
      Zhang, Hongming  and
      Mi, Haitao  and
      Yu, Dong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.235/",
    doi = "10.18653/v1/2025.emnlp-main.235",
    pages = "4714--4720",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ye-etal-2025-scalable,
    title = "Scalable Data Synthesis through Human-like Cognitive Imitation and Data Recombination",
    author = "Ye, Zhongyi  and
      Zhang, Weitai  and
      Zhou, Xinyuan  and
      Zhu, Yongxin  and
      Rao, Ninghui  and
      Chen, Enhong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.236/",
    doi = "10.18653/v1/2025.emnlp-main.236",
    pages = "4721--4735",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-besimulator,
    title = "{B}e{S}imulator: A Large Language Model Powered Text-based Behavior Simulator",
    author = "Wang, Jianan  and
      Li, Bin  and
      Qi, Jingtao  and
      Wang, Xueying  and
      Li, Fu  and
      Lihanxun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.237/",
    doi = "10.18653/v1/2025.emnlp-main.237",
    pages = "4736--4754",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tan-etal-2025-consistent,
    title = "Too Consistent to Detect: A Study of Self-Consistent Errors in {LLM}s",
    author = "Tan, Hexiang  and
      Sun, Fei  and
      Liu, Sha  and
      Su, Du  and
      Cao, Qi  and
      Chen, Xin  and
      Wang, Jingang  and
      Cai, Xunliang  and
      Wang, Yuanzhuo  and
      Shen, Huawei  and
      Cheng, Xueqi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.238/",
    doi = "10.18653/v1/2025.emnlp-main.238",
    pages = "4755--4765",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shen-etal-2025-pfedgpt,
    title = "p{F}ed{GPT}: Hierarchically Optimizing {L}o{RA} Aggregation Weights for Personalized Federated {GPT} Models",
    author = "Shen, Zhanming  and
      Xu, Tianqi  and
      Wang, Hao  and
      Li, Jian  and
      Pan, Miao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.239/",
    doi = "10.18653/v1/2025.emnlp-main.239",
    pages = "4766--4778",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-etal-2025-qspec,
    title = "{QS}pec: Speculative Decoding with Complementary Quantization Schemes",
    author = "Zhao, Juntao  and
      Lu, Wenhao  and
      Wang, Sheng  and
      Kong, Lingpeng  and
      Wu, Chuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.240/",
    doi = "10.18653/v1/2025.emnlp-main.240",
    pages = "4779--4795",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-co,
    title = "Co-Evolving {LLM}s and Embedding Models via Density-Guided Preference Optimization for Text Clustering",
    author = "Li, Zetong  and
      Su, Qinliang  and
      Huang, Minhua  and
      Yang, Yin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.241/",
    doi = "10.18653/v1/2025.emnlp-main.241",
    pages = "4796--4808",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-p,
    title = "{P}-{MME}val: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of {LLM}s",
    author = "Zhang, Yidan  and
      Wan, Yu  and
      Deng, Boyi  and
      Yang, Baosong  and
      Wei, Hao-Ran  and
      Huang, Fei  and
      Yu, Bowen  and
      Liu, Dayiheng  and
      Lin, Junyang  and
      Huang, Fei  and
      Zhou, Jingren",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.242/",
    doi = "10.18653/v1/2025.emnlp-main.242",
    pages = "4809--4836",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhu-etal-2025-single,
    title = "Single {LLM}, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization",
    author = "Zhu, Yutao  and
      Jin, Jiajie  and
      Qian, Hongjin  and
      Liu, Zheng  and
      Dou, Zhicheng  and
      Wen, Ji-Rong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.243/",
    doi = "10.18653/v1/2025.emnlp-main.243",
    pages = "4837--4856",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jin-etal-2025-trink,
    title = "{T}r{I}nk: Ink Generation with Transformer Network",
    author = "Jin, Zezhong  and
      Desai, Shubhang  and
      Chen, Xu  and
      Fang, Biyi  and
      Huang, Zhuoyi  and
      Li, Zhe  and
      Gan, Chong-Xin  and
      Tu, Xiao  and
      Mak, Man-Wai  and
      Lu, Yan  and
      Liu, Shujie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.244/",
    doi = "10.18653/v1/2025.emnlp-main.244",
    pages = "4857--4864",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bao-etal-2025-calligraphicocr,
    title = "{C}alligraphic{OCR} for {C}hinese Calligraphy Recognition",
    author = "Bao, Xiaoyi  and
      Wang, Zhongqing  and
      Gu, Jinghang  and
      Huang, Chu-Ren",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.245/",
    doi = "10.18653/v1/2025.emnlp-main.245",
    pages = "4865--4877",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-audio,
    title = "When Audio and Text Disagree: Revealing Text Bias in Large Audio-Language Models",
    author = "Wang, Cheng  and
      Deng, Gelei  and
      Yang, Xianglin  and
      Qiu, Han  and
      Zhang, Tianwei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.246/",
    doi = "10.18653/v1/2025.emnlp-main.246",
    pages = "4878--4888",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hu-etal-2025-resf,
    title = "{RESF}: Regularized-Entropy-Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models",
    author = "Hu, Pingyi  and
      Bai, Xiaofan  and
      Ma, Xiaojing  and
      He, Chaoxiang  and
      Zhang, Dongmei  and
      Zhu, Bin Benjamin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.247/",
    doi = "10.18653/v1/2025.emnlp-main.247",
    pages = "4889--4903",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-model,
    title = "Model-based Large Language Model Customization as Service",
    author = "Wu, Zhaomin  and
      Guo, Jizhou  and
      Hou, Junyi  and
      He, Bingsheng  and
      Fan, Lixin  and
      Yang, Qiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.248/",
    doi = "10.18653/v1/2025.emnlp-main.248",
    pages = "4904--4921",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sun-etal-2025-collab,
    title = "Collab-Overcooked: Benchmarking and Evaluating Large Language Models as Collaborative Agents",
    author = "Sun, Haochen  and
      Zhang, Shuwen  and
      Niu, Lujie  and
      Ren, Lei  and
      Xu, Hao  and
      Fu, Hao  and
      Zhao, Fangkun  and
      Yuan, Caixia  and
      Wang, Xiaojie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.249/",
    doi = "10.18653/v1/2025.emnlp-main.249",
    pages = "4922--4951",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-improving-reasoning,
    title = "Improving Reasoning Capabilities in Small Models through Mixture-of-layers Distillation with Stepwise Attention on Key Information",
    author = "Chen, Yao  and
      Sheng, Jiawei  and
      Zhang, Wenyuan  and
      Liu, Tingwen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.250/",
    doi = "10.18653/v1/2025.emnlp-main.250",
    pages = "4952--4971",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{luo-etal-2025-valley,
    title = "Through the Valley: Path to Effective Long {C}o{T} Training for Small Language Models",
    author = "Luo, Renjie  and
      Li, Jiaxi  and
      Huang, Chen  and
      Lu, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.251/",
    doi = "10.18653/v1/2025.emnlp-main.251",
    pages = "4972--4992",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-red,
    title = "{RED}: Unleashing Token-Level Rewards from Holistic Feedback via Reward Redistribution",
    author = "Li, Jiahui  and
      Li, Lin  and
      Chang, Tai-Wei  and
      Kuang, Kun  and
      Chen, Long  and
      Zhou, Jun  and
      Yang, Cheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.252/",
    doi = "10.18653/v1/2025.emnlp-main.252",
    pages = "4993--5022",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ding-etal-2025-sdgo,
    title = "{SDGO}: Self-Discrimination-Guided Optimization for Consistent Safety in Large Language Models",
    author = "Ding, Peng  and
      Sun, Wen  and
      Li, Dailin  and
      Zou, Wei  and
      Wang, Jiaming  and
      Chen, Jiajun  and
      Huang, Shujian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.253/",
    doi = "10.18653/v1/2025.emnlp-main.253",
    pages = "5023--5037",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-inmind,
    title = "{I}n{M}ind: Evaluating {LLM}s in Capturing and Applying Individual Human Reasoning Styles",
    author = "Li, Zizhen  and
      Li, Chuanhao  and
      Wang, Yibin  and
      Chen, Qi  and
      Song, Diping  and
      Feng, Yukang  and
      Sun, Jianwen  and
      Ai, Jiaxin  and
      Zhang, Fanrui  and
      Sun, Mingzhu  and
      Zhang, Kaipeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.254/",
    doi = "10.18653/v1/2025.emnlp-main.254",
    pages = "5038--5076",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-mio,
    title = "{MIO}: A Foundation Model on Multimodal Tokens",
    author = "Wang, Zekun Moore  and
      Zhu, King  and
      Xu, Chunpu  and
      Zhou, Wangchunshu  and
      Liu, Jiaheng  and
      Zhang, Yibo  and
      Wang, Jessie  and
      Shi, Ning  and
      Li, Siyu  and
      Li, Yizhi  and
      Que, Haoran  and
      Zhang, Zhaoxiang  and
      Zhang, Yuanxing  and
      Zhang, Ge  and
      Xu, Ke  and
      Fu, Jie  and
      Huang, Wenhao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.255/",
    doi = "10.18653/v1/2025.emnlp-main.255",
    pages = "5077--5099",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jiang-etal-2025-dart,
    title = "{DART}: Distilling Autoregressive Reasoning to Silent Thought",
    author = "Jiang, Nan  and
      Wu, Ziming  and
      Zhan, De-Chuan  and
      Lai, Fuming  and
      Lian, Shaobing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.256/",
    doi = "10.18653/v1/2025.emnlp-main.256",
    pages = "5100--5108",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-lets,
    title = "{L}e{TS}: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization",
    author = "Zhang, Qi  and
      Yang, Shouqing  and
      Gao, Lirong  and
      Chen, Hao  and
      Hu, Xiaomeng  and
      Chen, Jinglei  and
      Wang, Jiexiang  and
      Guo, Sheng  and
      Zheng, Bo  and
      Wang, Haobo  and
      Zhao, Junbo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.257/",
    doi = "10.18653/v1/2025.emnlp-main.257",
    pages = "5109--5122",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shen-etal-2025-cycle,
    title = "{CYCLE}-{INSTRUCT}: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency",
    author = "Shen, Zhanming  and
      Chen, Hao  and
      Tang, Yulei  and
      Zhu, Shaolin  and
      Ye, Wentao  and
      Hu, Xiaomeng  and
      Wang, Haobo  and
      Chen, Gang  and
      Zhao, Junbo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.258/",
    doi = "10.18653/v1/2025.emnlp-main.258",
    pages = "5123--5137",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lefevre-etal-2025-good,
    title = "Good Intentions Beyond {ACL}: Who Does {NLP} for Social Good, and Where?",
    author = "LeFevre, Grace  and
      Zeng, Qingcheng  and
      Leif, Adam  and
      Jewell, Jason  and
      Peskoff, Denis  and
      Voigt, Rob",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.259/",
    doi = "10.18653/v1/2025.emnlp-main.259",
    pages = "5138--5150",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{guo-etal-2025-general,
    title = "From General Reward to Targeted Reward: Improving Open-ended Long-context Generation Models",
    author = "Guo, Zhihan  and
      Wu, Jiele  and
      Cui, Wenqian  and
      Zhang, Yifei  and
      Hu, Minda  and
      Wang, Yufei  and
      King, Irwin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.260/",
    doi = "10.18653/v1/2025.emnlp-main.260",
    pages = "5151--5166",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lou-etal-2025-think,
    title = "Think in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model",
    author = "Lou, Xinyue  and
      Li, You  and
      Xu, Jinan  and
      Shi, Xiangyu  and
      Chen, Chi  and
      Huang, Kaiyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.261/",
    doi = "10.18653/v1/2025.emnlp-main.261",
    pages = "5167--5186",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xiang-etal-2025-understanding,
    title = "Understanding the Modality Gap: An Empirical Study on the Speech-Text Alignment Mechanism of Large Speech Language Models",
    author = "Xiang, Bajian  and
      Zhao, Shuaijiang  and
      Guo, Tingwei  and
      Zou, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.262/",
    doi = "10.18653/v1/2025.emnlp-main.262",
    pages = "5187--5202",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-associam,
    title = "{A}sso{C}i{A}m: A Benchmark for Evaluating Association Thinking while Circumventing Ambiguity",
    author = "Liu, Yifan  and
      Zhao, Wenkuan  and
      Zhong, Shanshan  and
      Qin, Jinghui  and
      Liang, Mingfu  and
      Huang, Zhongzhan  and
      Wen, Wushao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.263/",
    doi = "10.18653/v1/2025.emnlp-main.263",
    pages = "5203--5219",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-bre,
    title = "{M}-{BR}e: Discovering Training Samples for Relation Extraction from Unlabeled Texts with Large Language Models",
    author = "Li, Zexuan  and
      Dai, Hongliang  and
      Li, Piji",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.264/",
    doi = "10.18653/v1/2025.emnlp-main.264",
    pages = "5220--5238",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yoon-etal-2025-r,
    title = "{R}-{TOFU}: Unlearning in Large Reasoning Models",
    author = "Yoon, Sangyeon  and
      Jeung, Wonje  and
      No, Albert",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.265/",
    doi = "10.18653/v1/2025.emnlp-main.265",
    pages = "5239--5258",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xie-etal-2025-chat,
    title = "Chat-Driven Text Generation and Interaction for Person Retrieval",
    author = "Xie, Zequn  and
      Wang, Chuxin  and
      Wang, Yeqiang  and
      Cai, Sihang  and
      Wang, Shulei  and
      Jin, Tao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.266/",
    doi = "10.18653/v1/2025.emnlp-main.266",
    pages = "5259--5270",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-shirado-2025-spontaneous,
    title = "Spontaneous Giving and Calculated Greed in Language Models",
    author = "Li, Yuxuan  and
      Shirado, Hirokazu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.267/",
    doi = "10.18653/v1/2025.emnlp-main.267",
    pages = "5271--5286",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jiang-etal-2025-sendetex,
    title = "{S}en{D}et{EX}: Sentence-Level {AI}-Generated Text Detection for Human-{AI} Hybrid Content via Style and Context Fusion",
    author = "Jiang, Lei  and
      Wu, Desheng  and
      Zheng, Xiaolong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.268/",
    doi = "10.18653/v1/2025.emnlp-main.268",
    pages = "5287--5302",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhiqiang-etal-2025-judge,
    title = "Judge and Improve: Towards a Better Reasoning of Knowledge Graphs with Large Language Models",
    author = "Zhiqiang, Mo  and
      Hua, Yang  and
      Li, Jiahui  and
      Liu, Yuan  and
      Wong, Shawn  and
      Huang, Jianmin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.269/",
    doi = "10.18653/v1/2025.emnlp-main.269",
    pages = "5303--5320",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-add,
    title = "Add-One-In: Incremental Sample Selection for Large Language Models via a Choice-Based Greedy Paradigm",
    author = "Li, Zhuo  and
      Du, Yuhao  and
      Jiao, Xiaoqi  and
      Guo, Steven Y.  and
      Feng, Yuege  and
      Wan, Xiang  and
      Gao, Anningzhe  and
      Hu, Jinpeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.270/",
    doi = "10.18653/v1/2025.emnlp-main.270",
    pages = "5321--5340",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhou-etal-2025-quzo,
    title = "{Q}u{ZO}: Quantized Zeroth-Order Fine-Tuning for Large Language Models",
    author = "Zhou, Jiajun  and
      Yang, Yifan  and
      Zhen, Kai  and
      Liu, Ziyue  and
      Zhao, Yequan  and
      Banijamali, Ershad  and
      Mouchtaris, Athanasios  and
      Wong, Ngai  and
      Zhang, Zheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.271/",
    doi = "10.18653/v1/2025.emnlp-main.271",
    pages = "5341--5359",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-cost,
    title = "Cost-Optimal Grouped-Query Attention for Long-Context Modeling",
    author = "Chen, Yingfa  and
      Wu, Yutong  and
      Song, Chenyang  and
      Thai, Zhen Leng  and
      Shen, Xingyu  and
      Han, Xu  and
      Liu, Zhiyuan  and
      Sun, Maosong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.272/",
    doi = "10.18653/v1/2025.emnlp-main.272",
    pages = "5360--5376",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhou-etal-2025-chatvla,
    title = "{C}hat{VLA}: Unified Multimodal Understanding and Robot Control with Vision-Language-Action Model",
    author = "Zhou, Zhongyi  and
      Zhu, Yichen  and
      Zhu, Minjie  and
      Wen, Junjie  and
      Liu, Ning  and
      Xu, Zhiyuan  and
      Meng, Weibin  and
      Peng, Yaxin  and
      Shen, Chaomin  and
      Feng, Feifei  and
      Xu, Yi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.273/",
    doi = "10.18653/v1/2025.emnlp-main.273",
    pages = "5377--5395",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{guan-etal-2025-kg,
    title = "{KG}-{RAG}: Enhancing {GUI} Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation",
    author = "Guan, Ziyi  and
      Li, Jason Chun Lok  and
      Hou, Zhijian  and
      Zhang, Pingping  and
      Xu, Donglai  and
      Zhao, Yuzhi  and
      Wu, Mengyang  and
      Chen, Jinpeng  and
      Nguyen, Thanh-Toan  and
      Xian, Pengfei  and
      Ma, Wenao  and
      Qin, Shengchao  and
      Chesi, Graziano  and
      Wong, Ngai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.274/",
    doi = "10.18653/v1/2025.emnlp-main.274",
    pages = "5396--5405",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-clip,
    title = "{CLIP}-{M}o{E}: Towards Building Mixture of Experts for {CLIP} with Diversified Multiplet Upcycling",
    author = "Zhang, Jihai  and
      Qu, Xiaoye  and
      Zhu, Tong  and
      Cheng, Yu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.275/",
    doi = "10.18653/v1/2025.emnlp-main.275",
    pages = "5406--5419",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-search,
    title = "Search-o1: Agentic Search-Enhanced Large Reasoning Models",
    author = "Li, Xiaoxi  and
      Dong, Guanting  and
      Jin, Jiajie  and
      Zhang, Yuyao  and
      Zhou, Yujia  and
      Zhu, Yutao  and
      Zhang, Peitian  and
      Dou, Zhicheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.276/",
    doi = "10.18653/v1/2025.emnlp-main.276",
    pages = "5420--5438",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-personas,
    title = "From Personas to Talks: Revisiting the Impact of Personas on {LLM}-Synthesized Emotional Support Conversations",
    author = "Wu, Shenghan  and
      Zhu, Yimo  and
      Hsu, Wynne  and
      Lee, Mong-Li  and
      Deng, Yang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.277/",
    doi = "10.18653/v1/2025.emnlp-main.277",
    pages = "5439--5453",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-select-decompose,
    title = "Select-Then-Decompose: From Empirical Analysis to Adaptive Selection Strategy for Task Decomposition in Large Language Models",
    author = "Liu, Shuodi  and
      Liu, Yingzhuo  and
      Wang, Zi  and
      Wang, Yusheng  and
      Wu, Huijia  and
      Xiang, Liuyu  and
      He, Zhaofeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.278/",
    doi = "10.18653/v1/2025.emnlp-main.278",
    pages = "5454--5477",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ding-etal-2025-tombraider,
    title = "{T}omb{R}aider: Entering the Vault of History to Jailbreak Large Language Models",
    author = "Ding, Junchen  and
      Zhang, Jiahao  and
      Liu, Yi  and
      Ding, Ziqi  and
      Deng, Gelei  and
      Li, Yuekang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.279/",
    doi = "10.18653/v1/2025.emnlp-main.279",
    pages = "5478--5493",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-text,
    title = "Text Meets Topology: Rethinking Out-of-distribution Detection in Text-Rich Networks",
    author = "Wang, Danny  and
      Qiu, Ruihong  and
      Bai, Guangdong  and
      Huang, Zi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.280/",
    doi = "10.18653/v1/2025.emnlp-main.280",
    pages = "5494--5523",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-aplot,
    title = "{APLOT}: Robust Reward Modeling via Adaptive Preference Learning with Optimal Transport",
    author = "Li, Zhuo  and
      Feng, Yuege  and
      Guo, Dandan  and
      Hu, Jinpeng  and
      Gao, Anningzhe  and
      Wan, Xiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.281/",
    doi = "10.18653/v1/2025.emnlp-main.281",
    pages = "5524--5538",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xiong-etal-2025-hs,
    title = "{HS}-{ST}a{R}: Hierarchical Sampling for Self-Taught Reasoners via Difficulty Estimation and Budget Reallocation",
    author = "Xiong, Feng  and
      Xu, Hongling  and
      Wang, Yifei  and
      Cheng, Runxi  and
      Wang, Yong  and
      Chu, Xiangxiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.282/",
    doi = "10.18653/v1/2025.emnlp-main.282",
    pages = "5539--5555",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jeung-etal-2025-seps,
    title = "{SEPS}: A Separability Measure for Robust Unlearning in {LLM}s",
    author = "Jeung, Wonje  and
      Yoon, Sangyeon  and
      No, Albert",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.283/",
    doi = "10.18653/v1/2025.emnlp-main.283",
    pages = "5556--5587",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yan-etal-2025-trust,
    title = "{TRUST}-{VL}: An Explainable News Assistant for General Multimodal Misinformation Detection",
    author = "Yan, Zehong  and
      Qi, Peng  and
      Hsu, Wynne  and
      Lee, Mong-Li",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.284/",
    doi = "10.18653/v1/2025.emnlp-main.284",
    pages = "5588--5604",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xu-etal-2025-tree,
    title = "Tree-of-Quote Prompting Improves Factuality and Attribution in Multi-Hop and Medical Reasoning",
    author = "Xu, Justin  and
      Li, Yiming  and
      Zhang, Zizheng  and
      Luk, Augustine Yui Hei  and
      Jobanputra, Mayank  and
      Oza, Samarth  and
      Murray, Ashley  and
      Kasula, Meghana Reddy  and
      Parker, Andrew  and
      Eyre, David W",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.285/",
    doi = "10.18653/v1/2025.emnlp-main.285",
    pages = "5605--5622",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ma-etal-2025-unitcoder,
    title = "{U}nit{C}oder: Scalable Code Synthesis from Pre-training Corpora",
    author = "Ma, Yichuan  and
      Shao, Yunfan  and
      Li, Peiji  and
      Song, Demin  and
      Guo, Qipeng  and
      Li, Linyang  and
      Qiu, Xipeng  and
      Chen, Kai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.286/",
    doi = "10.18653/v1/2025.emnlp-main.286",
    pages = "5623--5641",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-zuo-2025-grpo,
    title = "{GRPO}-{LEAD}: A Difficulty-Aware Reinforcement Learning Approach for Concise Mathematical Reasoning in Language Models",
    author = "Zhang, Jixiao  and
      Zuo, Chunsheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.287/",
    doi = "10.18653/v1/2025.emnlp-main.287",
    pages = "5642--5654",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lai-etal-2025-improving,
    title = "Improving Low-Resource Sequence Labeling with Knowledge Fusion and Contextual Label Explanations",
    author = "Lai, Peichao  and
      Gan, Jiaxin  and
      Ye, Feiyang  and
      Zhang, Wentao  and
      Fu, Fangcheng  and
      Wang, Yilei  and
      Cui, Bin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.288/",
    doi = "10.18653/v1/2025.emnlp-main.288",
    pages = "5655--5674",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yin-etal-2025-rethinking,
    title = "Rethinking Cross-Subject Data Splitting for Brain-to-Text Decoding",
    author = "Yin, Congchi  and
      Yu, Qian  and
      Fang, Zhiwei  and
      Peng, Changping  and
      Li, Piji",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.289/",
    doi = "10.18653/v1/2025.emnlp-main.289",
    pages = "5675--5689",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jang-etal-2025-rcscore,
    title = "{RCS}core: Quantifying Response Consistency in Large Language Models",
    author = "Jang, Dongjun  and
      Ahn, Youngchae  and
      Shin, Hyopil",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.290/",
    doi = "10.18653/v1/2025.emnlp-main.290",
    pages = "5690--5708",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-multi-agent,
    title = "A Multi-Agent Framework with Automated Decision Rule Optimization for Cross-Domain Misinformation Detection",
    author = "Li, Hui  and
      Wang, Ante  and
      Li, Kunquan  and
      Wang, Zhihao  and
      Zhang, Liang  and
      Qiu, Delai  and
      Liu, Qingsong  and
      Su, Jinsong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.291/",
    doi = "10.18653/v1/2025.emnlp-main.291",
    pages = "5709--5725",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-omnieval,
    title = "{O}mni{E}val: An Omnidirectional and Automatic {RAG} Evaluation Benchmark in Financial Domain",
    author = "Wang, Shuting  and
      Tan, Jiejun  and
      Dou, Zhicheng  and
      Wen, Ji-Rong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.292/",
    doi = "10.18653/v1/2025.emnlp-main.292",
    pages = "5726--5751",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ke-etal-2025-aquilt,
    title = "{AQ}uilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist {LLM}s",
    author = "Ke, Xiaopeng  and
      Deng, Hexuan  and
      Liu, Xuebo  and
      Rao, Jun  and
      Song, Zhenxi  and
      Yu, Jun  and
      Zhang, Min",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.293/",
    doi = "10.18653/v1/2025.emnlp-main.293",
    pages = "5752--5785",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-moses,
    title = "{M}o{SE}s: Uncertainty-Aware {AI}-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds",
    author = "Wu, Junxi  and
      Wang, Jinpeng  and
      Liu, Zheng  and
      Chen, Bin  and
      Hu, Dongjian  and
      Wu, Hao  and
      Xia, Shu-Tao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.294/",
    doi = "10.18653/v1/2025.emnlp-main.294",
    pages = "5786--5805",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lu-etal-2025-merger,
    title = "Merger-as-a-Stealer: Stealing Targeted {PII} from Aligned {LLM}s with Model Merging",
    author = "Lu, Lin  and
      Zuo, Zhigang  and
      Sheng, Ziji  and
      Zhou, Pan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.295/",
    doi = "10.18653/v1/2025.emnlp-main.295",
    pages = "5806--5825",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-wang-2025-pragmatic,
    title = "Pragmatic Inference Chain ({PIC}) Improving {LLM}s' Reasoning of Authentic Implicit Toxic Language",
    author = "Chen, Xi  and
      Wang, Shuo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.296/",
    doi = "10.18653/v1/2025.emnlp-main.296",
    pages = "5826--5841",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cai-etal-2025-beyond,
    title = "Beyond Demonstrations: Dynamic Vector Construction from Latent Representations",
    author = "Cai, Wang  and
      Huang, Hsiu-Yuan  and
      Wang, Zhixiang  and
      Wu, Yunfang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.297/",
    doi = "10.18653/v1/2025.emnlp-main.297",
    pages = "5842--5857",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-etal-2025-detoxifying,
    title = "Detoxifying Large Language Models via the Diversity of Toxic Samples",
    author = "Zhao, Ying  and
      Guo, Yuanzhao  and
      Weng, Xuemeng  and
      Tian, Yuan  and
      Wang, Wei  and
      Chang, Yi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.298/",
    doi = "10.18653/v1/2025.emnlp-main.298",
    pages = "5858--5871",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ji-etal-2025-llm-driven,
    title = "{LLM}-Driven Implicit Target Augmentation and Fine-Grained Contextual Modeling for Zero-Shot and Few-Shot Stance Detection",
    author = "Ji, Yanxu  and
      Ning, Jinzhong  and
      Zhang, Yijia  and
      Liu, Zhi  and
      Lin, Hongfei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.299/",
    doi = "10.18653/v1/2025.emnlp-main.299",
    pages = "5872--5884",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hong-etal-2025-dial,
    title = "Dial-In {LLM}: Human-Aligned {LLM}-in-the-loop Intent Clustering for Customer Service Dialogues",
    author = "Hong, Mengze  and
      Ng, Wailing  and
      Zhang, Chen Jason  and
      Song, Yuanfeng  and
      Jiang, Di",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.300/",
    doi = "10.18653/v1/2025.emnlp-main.300",
    pages = "5885--5900",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yuan-etal-2025-superficial,
    title = "Superficial Self-Improved Reasoners Benefit from Model Merging",
    author = "Yuan, Xiangchi  and
      Zhang, Chunhui  and
      Liu, Zheyuan  and
      Shi, Dachuan  and
      Pan, Leyan  and
      Vosoughi, Soroush  and
      Lee, Wenke",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.301/",
    doi = "10.18653/v1/2025.emnlp-main.301",
    pages = "5901--5921",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhu-etal-2025-carft,
    title = "{CARFT}: Boosting {LLM} Reasoning via Contrastive Learning with Annotated Chain-of-Thought-based Reinforced Fine-Tuning",
    author = "Zhu, Wenqiao  and
      Liu, Ji  and
      Zhang, Rongjunchen  and
      Wu, Haipang  and
      Zhang, Yulun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.302/",
    doi = "10.18653/v1/2025.emnlp-main.302",
    pages = "5922--5937",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hong-etal-2025-qualbench,
    title = "{Q}ual{B}ench: Benchmarking {C}hinese {LLM}s with Localized Professional Qualifications for Vertical Domain Evaluation",
    author = "Hong, Mengze  and
      Ng, Wailing  and
      Zhang, Chen Jason  and
      Jiang, Di",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.303/",
    doi = "10.18653/v1/2025.emnlp-main.303",
    pages = "5938--5953",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xu-etal-2025-videoeraser,
    title = "{V}ideo{E}raser: Concept Erasure in Text-to-Video Diffusion Models",
    author = "Xu, Naen  and
      Zhang, Jinghuai  and
      Li, Changjiang  and
      Chen, Zhi  and
      Zhou, Chunyi  and
      Li, Qingming  and
      Du, Tianyu  and
      Ji, Shouling",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.304/",
    doi = "10.18653/v1/2025.emnlp-main.304",
    pages = "5954--5983",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-diagram,
    title = "Diagram-Driven Course Questions Generation",
    author = "Zhang, Xinyu  and
      Zhang, Lingling  and
      Wu, Yanrui  and
      Huang, Muye  and
      Wu, Wenjun  and
      Li, Bo  and
      Wang, Shaowei  and
      Fernando, Basura  and
      Liu, Jun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.305/",
    doi = "10.18653/v1/2025.emnlp-main.305",
    pages = "5984--5999",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{he-etal-2025-ecc,
    title = "{ECC}: An Emotion-Cause Conversation Dataset for Empathy Response",
    author = "He, Yuanyuan  and
      Pan, Yongsen  and
      Li, Wei  and
      You, Jiali  and
      Deng, Jiawen  and
      Ren, Fuji",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.306/",
    doi = "10.18653/v1/2025.emnlp-main.306",
    pages = "6000--6017",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-xu-2025-thoughtprobe,
    title = "{T}hought{P}robe: Classifier-Guided {LLM} Thought Space Exploration via Probing Representations",
    author = "Wang, Zijian  and
      Xu, Chang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.307/",
    doi = "10.18653/v1/2025.emnlp-main.307",
    pages = "6018--6039",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{song-etal-2025-jolt,
    title = "{JOLT}-{SQL}: Joint Loss Tuning of Text-to-{SQL} with Confusion-aware Noisy Schema Sampling",
    author = "Song, Jinwang  and
      Zan, Hongying  and
      Zhang, Kunli  and
      Mu, Lingling  and
      Han, Yingjie  and
      Hua, Haobo  and
      Peng, Min",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.308/",
    doi = "10.18653/v1/2025.emnlp-main.308",
    pages = "6040--6053",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{man-etal-2025-dmdteval,
    title = "{DMDTE}val: An Evaluation and Analysis of {LLM}s on Disambiguation in Multi-domain Translation",
    author = "Man, Zhibo  and
      Chen, Yuanmeng  and
      Zhang, Yujie  and
      Xu, Jinan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.309/",
    doi = "10.18653/v1/2025.emnlp-main.309",
    pages = "6054--6071",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wadden-etal-2025-sciriff,
    title = "{S}ci{RIFF}: A Resource to Enhance Language Model Instruction-Following over Scientific Literature",
    author = "Wadden, David  and
      Shi, Kejian  and
      Morrison, Jacob  and
      Li, Alan  and
      Naik, Aakanksha  and
      Singh, Shruti  and
      Barzilay, Nitzan  and
      Lo, Kyle  and
      Hope, Tom  and
      Soldaini, Luca  and
      Shen, Shannon Zejiang  and
      Downey, Doug  and
      Hajishirzi, Hannaneh  and
      Cohan, Arman",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.310/",
    doi = "10.18653/v1/2025.emnlp-main.310",
    pages = "6072--6109",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lin-etal-2025-makar,
    title = "{MAKAR}: a Multi-Agent framework based Knowledge-Augmented Reasoning for Grounded Multimodal Named Entity Recognition",
    author = "Lin, Xinkui  and
      Zhang, Yuhui  and
      Xu, Yongxiu  and
      Huang, Kun  and
      Mu, Hongzhang  and
      Wang, Yubin  and
      Gou, Gaopeng  and
      Qian, Li  and
      Peng, Li  and
      Liu, Wei  and
      Luan, Jian  and
      Xu, Hongbo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.311/",
    doi = "10.18653/v1/2025.emnlp-main.311",
    pages = "6110--6130",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sima-etal-2025-viscra,
    title = "{V}is{CRA}: A Visual Chain Reasoning Attack for Jailbreaking Multimodal Large Language Models",
    author = "Sima, Bingrui  and
      Cong, Linhua  and
      Wang, Wenxuan  and
      He, Kun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.312/",
    doi = "10.18653/v1/2025.emnlp-main.312",
    pages = "6131--6144",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tsuji-etal-2025-investigating,
    title = "Investigating Neurons and Heads in Transformer-based {LLM}s for Typographical Errors",
    author = "Tsuji, Kohei  and
      Hiraoka, Tatsuya  and
      Cheng, Yuchang  and
      Aramaki, Eiji  and
      Iwakura, Tomoya",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.313/",
    doi = "10.18653/v1/2025.emnlp-main.313",
    pages = "6145--6163",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yan-etal-2025-lmr,
    title = "{LMR}-{BENCH}: Evaluating {LLM} Agent{'}s Ability on Reproducing Language Modeling Research",
    author = "Yan, Shuo  and
      Li, Ruochen  and
      Luo, Ziming  and
      Wang, Zimu  and
      Li, Daoyang  and
      Jing, Liqiang  and
      He, Kaiyu  and
      Wu, Peilin  and
      Ni, Juntong  and
      Michalopoulos, George  and
      Zhang, Yue  and
      Zhang, Ziyang  and
      Zhang, Mian  and
      Chen, Zhiyu  and
      Du, Xinya",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.314/",
    doi = "10.18653/v1/2025.emnlp-main.314",
    pages = "6164--6186",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-rav,
    title = "{RAV}: Retrieval-Augmented Voting for Tactile Descriptions Without Training",
    author = "Wang, Jinlin  and
      Ji, Yulong  and
      Yang, Hongyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.315/",
    doi = "10.18653/v1/2025.emnlp-main.315",
    pages = "6187--6194",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wada-etal-2025-static,
    title = "Static Word Embeddings for Sentence Semantic Representation",
    author = "Wada, Takashi  and
      Hirakawa, Yuki  and
      Shimizu, Ryotaro  and
      Kawashima, Takahiro  and
      Saito, Yuki",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.316/",
    doi = "10.18653/v1/2025.emnlp-main.316",
    pages = "6195--6211",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-han-2025-proprag,
    title = "{P}rop{RAG}: Guiding Retrieval with Beam Search over Proposition Paths",
    author = "Wang, Jingjin  and
      Han, Jiawei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.317/",
    doi = "10.18653/v1/2025.emnlp-main.317",
    pages = "6212--6227",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yan-etal-2025-rethinking,
    title = "Rethinking Backdoor Detection Evaluation for Language Models",
    author = "Yan, Jun  and
      Mo, Wenjie Jacky  and
      Ren, Xiang  and
      Jia, Robin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.318/",
    doi = "10.18653/v1/2025.emnlp-main.318",
    pages = "6228--6239",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-glider,
    title = "Glider: Global and Local Instruction-Driven Expert Router",
    author = "Li, Pingzhi  and
      Yadav, Prateek  and
      Yoon, Jaehong  and
      Peng, Jie  and
      Sung, Yi-Lin  and
      Bansal, Mohit  and
      Chen, Tianlong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.319/",
    doi = "10.18653/v1/2025.emnlp-main.319",
    pages = "6240--6301",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-covoger,
    title = "{C}o{V}o{GER}: A Multilingual Multitask Benchmark for Speech-to-text Generative Error Correction with Large Language Models",
    author = "Yang, Zhengdong  and
      Wan, Zhen  and
      Li, Sheng  and
      Yang, Chao-Han Huck  and
      Chu, Chenhui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.320/",
    doi = "10.18653/v1/2025.emnlp-main.320",
    pages = "6302--6314",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-etal-2025-tiny,
    title = "Tiny Budgets, Big Gains: Parameter Placement Strategy in Parameter Super-Efficient Fine-Tuning",
    author = "Zhao, Jinman  and
      Zhang, Xueyan  and
      Li, Jiaru  and
      Niu, Jingcheng  and
      Hu, Yulan  and
      Min, Erxue  and
      Penn, Gerald",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.321/",
    doi = "10.18653/v1/2025.emnlp-main.321",
    pages = "6315--6333",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-legal,
    title = "Legal Fact Prediction: The Missing Piece in Legal Judgment Prediction",
    author = "Liu, Junkai  and
      Tong, Yujie  and
      Huang, Hui  and
      Zheng, Bowen  and
      Hu, Yiran  and
      Wu, Peicheng  and
      Xiao, Chuan  and
      Onizuka, Makoto  and
      Yang, Muyun  and
      Zheng, Shuyuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.322/",
    doi = "10.18653/v1/2025.emnlp-main.322",
    pages = "6334--6349",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-damon,
    title = "{DAMON}: A Dialogue-Aware {MCTS} Framework for Jailbreaking Large Language Models",
    author = "Zhang, Xu  and
      Yin, Xunjian  and
      Jing, Dinghao  and
      Zhang, Huixuan  and
      Hu, Xinyu  and
      Wan, Xiaojun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.323/",
    doi = "10.18653/v1/2025.emnlp-main.323",
    pages = "6350--6366",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-multilingual,
    title = "Multilingual Prompting for Improving {LLM} Generation Diversity",
    author = "Wang, Qihan  and
      Pan, Shidong  and
      Linzen, Tal  and
      Black, Emily",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.324/",
    doi = "10.18653/v1/2025.emnlp-main.324",
    pages = "6367--6389",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-mosaic,
    title = "{MOSAIC}: Modeling Social {AI} for Content Dissemination and Regulation in Multi-Agent Simulations",
    author = "Liu, Genglin  and
      Le, Vivian T.  and
      Rahman, Salman  and
      Kreiss, Elisa  and
      Ghassemi, Marzyeh  and
      Gabriel, Saadia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.325/",
    doi = "10.18653/v1/2025.emnlp-main.325",
    pages = "6390--6417",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-identification,
    title = "Identification of Multiple Logical Interpretations in Counter-Arguments",
    author = "Wang, Wenzhi  and
      Reisert, Paul  and
      Naito, Shoichi  and
      Inoue, Naoya  and
      Shimmei, Machi  and
      Pothong, Surawat  and
      Choi, Jungmin  and
      Inui, Kentaro",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.326/",
    doi = "10.18653/v1/2025.emnlp-main.326",
    pages = "6418--6433",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-lyaplock,
    title = "{L}yap{L}ock: Bounded Knowledge Preservation in Sequential Large Language Model Editing",
    author = "Wang, Peng  and
      Zhou, Biyu  and
      Tang, Xuehai  and
      Han, Jizhong  and
      Hu, Songlin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.327/",
    doi = "10.18653/v1/2025.emnlp-main.327",
    pages = "6434--6459",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bu-etal-2025-alignx,
    title = "{A}lign{X}: Advancing Multilingual Large Language Models with Multilingual Representation Alignment",
    author = "Bu, Mengyu  and
      Zhang, Shaolei  and
      He, Zhongjun  and
      Wu, Hua  and
      Feng, Yang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.328/",
    doi = "10.18653/v1/2025.emnlp-main.328",
    pages = "6460--6489",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jiang-etal-2025-makes,
    title = "What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning",
    author = "Jiang, Gangwei  and
      Liu, Yahui  and
      Li, Zhaoyi  and
      Bi, Wei  and
      Zhang, Fuzheng  and
      Song, Linqi  and
      Wei, Ying  and
      Lian, Defu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.329/",
    doi = "10.18653/v1/2025.emnlp-main.329",
    pages = "6490--6514",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-hd,
    title = "{HD}-{P}i{SSA}: High-Rank Distributed Orthogonal Adaptation",
    author = "Wang, Yiding  and
      Meng, Fanxu  and
      Zhang, Xuefeng  and
      Jiang, Fan  and
      Tang, Pingzhi  and
      Zhang, Muhan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.330/",
    doi = "10.18653/v1/2025.emnlp-main.330",
    pages = "6515--6528",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{peng-etal-2025-firewall,
    title = "Firewall Routing: Blocking Leads to Better Hybrid Inference for {LLM}s",
    author = "Peng, Runyu  and
      Zhou, Yunhua  and
      Lv, Kai  and
      Gao, Yang  and
      Guo, Qipeng  and
      Qiu, Xipeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.331/",
    doi = "10.18653/v1/2025.emnlp-main.331",
    pages = "6529--6554",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jiao-etal-2025-spe,
    title = "{SPE} Attention: Making Attention Equivariant to Semantic-Preserving Permutation for Code Processing",
    author = "Jiao, Chengyu  and
      Chen, Shuhao  and
      Zhang, Yu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.332/",
    doi = "10.18653/v1/2025.emnlp-main.332",
    pages = "6555--6568",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-audio-centric,
    title = "Audio-centric Video Understanding Benchmark without Text Shortcut",
    author = "Yang, Yudong  and
      Zhuang, Jimin  and
      Sun, Guangzhi  and
      Tang, Changli  and
      Li, Yixuan  and
      Li, Peihan  and
      Jiang, Yifan  and
      Li, Wei  and
      Ma, Zejun  and
      Zhang, Chao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.333/",
    doi = "10.18653/v1/2025.emnlp-main.333",
    pages = "6569--6587",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lu-etal-2025-turborag,
    title = "{T}urbo{RAG}: Accelerating Retrieval-Augmented Generation with Precomputed {KV} Caches for Chunked Text",
    author = "Lu, Songshuo  and
      Wang, Hua  and
      Rong, Yutian  and
      Chen, Zhi  and
      Tang, Yaohua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.334/",
    doi = "10.18653/v1/2025.emnlp-main.334",
    pages = "6588--6601",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shen-etal-2025-zoomeye,
    title = "{Z}oom{E}ye: Enhancing Multimodal {LLM}s with Human-Like Zooming Capabilities through Tree-Based Image Exploration",
    author = "Shen, Haozhan  and
      Zhao, Kangjia  and
      Zhao, Tiancheng  and
      Xu, Ruochen  and
      Zhang, Zilun  and
      Zhu, Mingwei  and
      Yin, Jianwei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.335/",
    doi = "10.18653/v1/2025.emnlp-main.335",
    pages = "6602--6618",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-learning-like,
    title = "Learning Like Humans: Advancing {LLM} Reasoning Capabilities via Adaptive Difficulty Curriculum Learning and Expert-Guided Self-Reformulation",
    author = "Zhang, Enci  and
      Yan, Xingang  and
      Lin, Wei  and
      Zhang, Tianxiang.  and
      Qianchun, Lu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.336/",
    doi = "10.18653/v1/2025.emnlp-main.336",
    pages = "6619--6633",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lu-etal-2025-versatune,
    title = "{V}ersa{T}une: An Efficient Data Composition Framework for Training Multi-Capability {LLM}s",
    author = "Lu, Keer  and
      Zhao, Keshi  and
      Zhang, Zhuoran  and
      Liang, Zheng  and
      Cui, Bin  and
      Wang, Tengjiao  and
      Zhang, Wentao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.337/",
    doi = "10.18653/v1/2025.emnlp-main.337",
    pages = "6634--6658",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cai-etal-2025-flightgpt,
    title = "{F}light{GPT}: Towards Generalizable and Interpretable {UAV} Vision-and-Language Navigation with Vision-Language Models",
    author = "Cai, Hengxing  and
      Dong, Jinhan  and
      Tan, Jingjun  and
      Deng, Jingcheng  and
      Li, Sihang  and
      Gao, Zhifeng  and
      Wang, Haidong  and
      Su, Zicheng  and
      Sumalee, Agachai  and
      Zhong, Renxin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.338/",
    doi = "10.18653/v1/2025.emnlp-main.338",
    pages = "6659--6676",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-multimodal,
    title = "Multimodal Language Models See Better When They Look Shallower",
    author = "Chen, Haoran  and
      Lin, Junyan  and
      Chen, Xinghao  and
      Fan, Yue  and
      Dong, Jianfeng  and
      Jin, Xin  and
      Su, Hui  and
      Fu, Jinlan  and
      Shen, Xiaoyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.339/",
    doi = "10.18653/v1/2025.emnlp-main.339",
    pages = "6677--6695",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-losia,
    title = "{L}o{S}i{A}: Efficient High-Rank Fine-Tuning via Subnet Localization and Optimization",
    author = "Wang, Xujia  and
      Qi, Yunjia  and
      Xu, Bin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.340/",
    doi = "10.18653/v1/2025.emnlp-main.340",
    pages = "6696--6715",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gu-etal-2025-invisible,
    title = "Invisible Entropy: Towards Safe and Efficient Low-Entropy {LLM} Watermarking",
    author = "Gu, Tianle  and
      Wang, Zongqi  and
      Huang, Kexin  and
      Yao, Yuanqi  and
      Zhang, Xiangliang  and
      Yang, Yujiu  and
      Chen, Xiuying",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.341/",
    doi = "10.18653/v1/2025.emnlp-main.341",
    pages = "6716--6733",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gao-kreiss-2025-measuring,
    title = "Measuring Bias or Measuring the Task: Understanding the Brittle Nature of {LLM} Gender Biases",
    author = "Gao, Bufan  and
      Kreiss, Elisa",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.342/",
    doi = "10.18653/v1/2025.emnlp-main.342",
    pages = "6734--6750",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-alignment,
    title = "Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification",
    author = "Wang, Jikai  and
      Tian, Zhenxu  and
      Li, Juntao  and
      Xia, Qingrong  and
      Duan, Xinyu  and
      Wang, Zhefeng  and
      Huai, Baoxing  and
      Zhang, Min",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.343/",
    doi = "10.18653/v1/2025.emnlp-main.343",
    pages = "6751--6763",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tu-etal-2025-vilbench,
    title = "{V}i{LB}ench: A Suite for Vision-Language Process Reward Modeling",
    author = "Tu, Haoqin  and
      Feng, Weitao  and
      Chen, Hardy  and
      Liu, Hui  and
      Tang, Xianfeng  and
      Xie, Cihang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.344/",
    doi = "10.18653/v1/2025.emnlp-main.344",
    pages = "6764--6779",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chang-etal-2025-keep,
    title = "Keep Security! Benchmarking Security Policy Preservation in Large Language Model Contexts Against Indirect Attacks in Question Answering",
    author = "Chang, Hwan  and
      Kim, Yumin  and
      Jun, Yonghyun  and
      Lee, Hwanhee",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.345/",
    doi = "10.18653/v1/2025.emnlp-main.345",
    pages = "6780--6800",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shi-etal-2025-route,
    title = "Route Sparse Autoencoder to Interpret Large Language Models",
    author = "Shi, Wei  and
      Li, Sihang  and
      Liang, Tao  and
      Wan, Mingyang  and
      Ma, Guojun  and
      Wang, Xiang  and
      He, Xiangnan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.346/",
    doi = "10.18653/v1/2025.emnlp-main.346",
    pages = "6801--6815",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-bts,
    title = "{BTS}: Harmonizing Specialized Experts into a Generalist {LLM}",
    author = "Zhang, Qizhen  and
      Bhargava, Prajjwal  and
      Bi, Chloe  and
      Cai, Chris X.  and
      Foerster, Jakob Nicolaus  and
      Fu, Jeremy  and
      Koura, Punit Singh  and
      Silva, Ruan  and
      Shen, Sheng  and
      Dinan, Emily  and
      Gururangan, Suchin  and
      Lewis, Mike",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.347/",
    doi = "10.18653/v1/2025.emnlp-main.347",
    pages = "6816--6834",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{khandelwal-etal-2025-cocoa,
    title = "{C}o{C}o{A}: Confidence- and Context-Aware Adaptive Decoding for Resolving Knowledge Conflicts in Large Language Models",
    author = "Khandelwal, Anant  and
      Gupta, Manish  and
      Agrawal, Puneet",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.348/",
    doi = "10.18653/v1/2025.emnlp-main.348",
    pages = "6835--6855",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-wan-2025-r,
    title = "{R}-Bind: Unified Enhancement of Attribute and Relation Binding in Text-to-Image Diffusion Models",
    author = "Zhang, Huixuan  and
      Wan, Xiaojun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.349/",
    doi = "10.18653/v1/2025.emnlp-main.349",
    pages = "6856--6870",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tang-etal-2025-middo,
    title = "Middo: Model-Informed Dynamic Data Optimization for Enhanced {LLM} Fine-Tuning via Closed-Loop Learning",
    author = "Tang, Zinan  and
      Gao, Xin  and
      Pei, Qizhi  and
      Pan, Zhuoshi  and
      Cai, Mengzhang  and
      Wu, Jiang  and
      He, Conghui  and
      Wu, Lijun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.350/",
    doi = "10.18653/v1/2025.emnlp-main.350",
    pages = "6871--6891",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-ding-2025-information,
    title = "Information Integration in Large Language Models is Gated by Linguistic Structural Markers",
    author = "Liu, Wei  and
      Ding, Nai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.351/",
    doi = "10.18653/v1/2025.emnlp-main.351",
    pages = "6892--6904",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-etal-2025-llms,
    title = "Why and How {LLM}s Benefit from Knowledge Introspection in Commonsense Reasoning",
    author = "Zhao, Chengfeng  and
      He, Shizhu  and
      Jiang, Shanshan  and
      Dong, Bin  and
      Zhao, Jun  and
      Liu, Kang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.352/",
    doi = "10.18653/v1/2025.emnlp-main.352",
    pages = "6905--6920",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{he-etal-2025-gradase,
    title = "{G}ra{D}a{SE}: Graph-Based Dataset Search with Examples",
    author = "He, Jing  and
      Lv, Mingyang  and
      Shi, Qing  and
      Cheng, Gong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.353/",
    doi = "10.18653/v1/2025.emnlp-main.353",
    pages = "6921--6932",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jang-etal-2025-confidence,
    title = "Confidence-guided Refinement Reasoning for Zero-shot Question Answering",
    author = "Jang, Youwon  and
      Choi, Woo Suk  and
      Jung, Minjoon  and
      Lee, Minsu  and
      Zhang, Byoung-Tak",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.354/",
    doi = "10.18653/v1/2025.emnlp-main.354",
    pages = "6933--6950",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-dice,
    title = "{DICE}: Structured Reasoning in {LLM}s through {SLM}-Guided Chain-of-Thought Correction",
    author = "Li, Yiqi  and
      Liao, Yusheng  and
      Chen, Zhe  and
      Wang, Yanfeng  and
      Wang, Yu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.355/",
    doi = "10.18653/v1/2025.emnlp-main.355",
    pages = "6951--6966",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xu-etal-2025-ctcc,
    title = "{CTCC}: A Robust and Stealthy Fingerprinting Framework for Large Language Models via Cross-Turn Contextual Correlation Backdoor",
    author = "Xu, Zhenhua  and
      Zhao, Xixiang  and
      Yue, Xubin  and
      Tian, Shengwei  and
      Lin, Changting  and
      Han, Meng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.356/",
    doi = "10.18653/v1/2025.emnlp-main.356",
    pages = "6967--6989",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xia-etal-2025-realistic,
    title = "Realistic Training Data Generation and Rule Enhanced Decoding in {LLM} for {N}ame{G}uess",
    author = "Xia, Yikuan  and
      Chen, Jiazun  and
      Li, Sujian  and
      Gao, Jun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.357/",
    doi = "10.18653/v1/2025.emnlp-main.357",
    pages = "6990--7007",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xu-etal-2025-evertracer,
    title = "{E}ver{T}racer: Hunting Stolen Large Language Models via Stealthy and Robust Probabilistic Fingerprint",
    author = "Xu, Zhenhua  and
      Han, Meng  and
      Xing, Wenpeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.358/",
    doi = "10.18653/v1/2025.emnlp-main.358",
    pages = "7008--7031",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-selective,
    title = "Selective Preference Optimization via Token-Level Reward Function Estimation",
    author = "Yang, Kailai  and
      Liu, Zhiwei  and
      Xie, Qianqian  and
      Huang, Jimin  and
      Min, Erxue  and
      Ananiadou, Sophia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.359/",
    doi = "10.18653/v1/2025.emnlp-main.359",
    pages = "7032--7056",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{son-etal-2025-arena,
    title = "Arena-lite: Efficient and Reliable Large Language Model Evaluation via Tournament-Based Direct Comparisons",
    author = "Son, Seonil  and
      Oh, Ju-Min  and
      Jin, Heegon  and
      Jang, Cheolhun  and
      Jeong, Jeongbeom  and
      Kim, KunTae",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.360/",
    doi = "10.18653/v1/2025.emnlp-main.360",
    pages = "7057--7075",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yan-murawaki-2025-addressing,
    title = "Addressing Tokenization Inconsistency in Steganography and Watermarking Based on Large Language Models",
    author = "Yan, Ruiyi  and
      Murawaki, Yugo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.361/",
    doi = "10.18653/v1/2025.emnlp-main.361",
    pages = "7076--7098",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{he-etal-2025-execoder,
    title = "{E}xe{C}oder: Empowering Large Language Models with Executability Representation for Code Translation",
    author = "He, Minghua  and
      Chen, Yue  and
      Yang, Fangkai  and
      Zhao, Pu  and
      Yin, Wenjie  and
      Kang, Yu  and
      Lin, Qingwei  and
      Rajmohan, Saravan  and
      Zhang, Dongmei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.362/",
    doi = "10.18653/v1/2025.emnlp-main.362",
    pages = "7099--7125",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhu-etal-2025-tableeval,
    title = "{T}able{E}val: A Real-World Benchmark for Complex, Multilingual, and Multi-Structured Table Question Answering",
    author = "Zhu, Junnan  and
      Wang, Jingyi  and
      Yu, Bohan  and
      Wu, Xiaoyu  and
      Li, Junbo  and
      Wang, Lei  and
      Xu, Nan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.363/",
    doi = "10.18653/v1/2025.emnlp-main.363",
    pages = "7126--7146",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-nova,
    title = "{NOVA}-63: Native Omni-lingual Versatile Assessments of 63 Disciplines",
    author = "Zhang, Jinyang  and
      Yang, Kexin  and
      Wan, Yu  and
      Ye, Muyang  and
      Yang, Baosong  and
      Huang, Fei  and
      Lin, Junyang  and
      Liu, Dayiheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.364/",
    doi = "10.18653/v1/2025.emnlp-main.364",
    pages = "7147--7189",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-infogain,
    title = "{I}nfo{G}ain-{RAG}: Boosting Retrieval-Augmented Generation through Document Information Gain-based Reranking and Filtering",
    author = "Wang, Zihan  and
      Liang, Zihan  and
      Shao, Zhou  and
      Ma, Yufei  and
      Dai, Huangyu  and
      Chen, Ben  and
      Mao, Lingtao  and
      Lei, Chenyi  and
      Ding, Yuqing  and
      Li, Han",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.365/",
    doi = "10.18653/v1/2025.emnlp-main.365",
    pages = "7190--7204",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ji-etal-2025-specvlm,
    title = "{S}pec{VLM}: Enhancing Speculative Decoding of Video {LLM}s via Verifier-Guided Token Pruning",
    author = "Ji, Yicheng  and
      Zhang, Jun  and
      Xia, Heming  and
      Chen, Jinpeng  and
      Shou, Lidan  and
      Chen, Gang  and
      Li, Huan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.366/",
    doi = "10.18653/v1/2025.emnlp-main.366",
    pages = "7205--7219",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{al-kautsar-etal-2025-indonesians,
    title = "What Do Indonesians Really Need from Language Technology? A Nationwide Survey",
    author = "Al Kautsar, Muhammad Dehan  and
      Susanto, Lucky  and
      Wijaya, Derry Tanti  and
      Koto, Fajri",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.367/",
    doi = "10.18653/v1/2025.emnlp-main.367",
    pages = "7220--7245",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-leo,
    title = "{LEO}-{MINI}: An Efficient Multimodal Large Language Model using Conditional Token Reduction and Mixture of Multi-Modal Experts",
    author = "Wang, Yimu  and
      Azadani, Mozhgan Nasr  and
      Sedwards, Sean  and
      Czarnecki, Krzysztof",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.368/",
    doi = "10.18653/v1/2025.emnlp-main.368",
    pages = "7246--7261",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{poelman-etal-2025-confounding,
    title = "Confounding Factors in Relating Model Performance to Morphology",
    author = "Poelman, Wessel  and
      Bauwens, Thomas  and
      de Lhoneux, Miryam",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.369/",
    doi = "10.18653/v1/2025.emnlp-main.369",
    pages = "7262--7287",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chang-etal-2025-context,
    title = "Context-Aware Membership Inference Attacks against Pre-trained Large Language Models",
    author = "Chang, Hongyan  and
      Shahin Shamsabadi, Ali  and
      Katevas, Kleomenis  and
      Haddadi, Hamed  and
      Shokri, Reza",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.370/",
    doi = "10.18653/v1/2025.emnlp-main.370",
    pages = "7288--7310",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cortal-finkel-2025-formalizing,
    title = "Formalizing Style in Personal Narratives",
    author = "Cortal, Gustave  and
      Finkel, Alain",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.371/",
    doi = "10.18653/v1/2025.emnlp-main.371",
    pages = "7311--7326",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-topicattack,
    title = "{T}opic{A}ttack: An Indirect Prompt Injection Attack via Topic Transition",
    author = "Chen, Yulin  and
      Li, Haoran  and
      Li, Yuexin  and
      Liu, Yue  and
      Song, Yangqiu  and
      Hooi, Bryan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.372/",
    doi = "10.18653/v1/2025.emnlp-main.372",
    pages = "7327--7345",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sperduti-nguyen-2025-pset,
    title = "{PSET}: a Phonetics-Semantics Evaluation Testbed",
    author = "Sperduti, Gianluca  and
      Nguyen, Dong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.373/",
    doi = "10.18653/v1/2025.emnlp-main.373",
    pages = "7346--7356",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shen-etal-2025-unaligned,
    title = "From Unaligned to Aligned: Scaling Multilingual {LLM}s with Multi-Way Parallel Corpora",
    author = "Shen, Yingli  and
      Lai, Wen  and
      Wang, Shuo  and
      Gao, Ge  and
      Luo, Kangyang  and
      Fraser, Alexander  and
      Sun, Maosong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.374/",
    doi = "10.18653/v1/2025.emnlp-main.374",
    pages = "7357--7379",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{si-etal-2025-gateau,
    title = "{GATEAU}: Selecting Influential Samples for Long Context Alignment",
    author = "Si, Shuzheng  and
      Zhao, Haozhe  and
      Chen, Gang  and
      Li, Yunshui  and
      Luo, Kangyang  and
      Lv, Chuancheng  and
      An, Kaikai  and
      Qi, Fanchao  and
      Chang, Baobao  and
      Sun, Maosong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.375/",
    doi = "10.18653/v1/2025.emnlp-main.375",
    pages = "7380--7411",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jiang-etal-2025-teach,
    title = "Teach Small Models to Reason by Curriculum Distillation",
    author = "Jiang, Wangyi  and
      Lu, Yaojie  and
      Lin, Hongyu  and
      Han, Xianpei  and
      Sun, Le",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.376/",
    doi = "10.18653/v1/2025.emnlp-main.376",
    pages = "7412--7422",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cai-etal-2025-enhancing,
    title = "Enhancing Reasoning Abilities of Small {LLM}s with Cognitive Alignment",
    author = "Cai, Wenrui  and
      Wang, Chengyu  and
      Yan, Junbing  and
      Huang, Jun  and
      Fang, Xiangzhong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.377/",
    doi = "10.18653/v1/2025.emnlp-main.377",
    pages = "7423--7438",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-nover,
    title = "{NOVER}: Incentive Training for Language Models via Verifier-Free Reinforcement Learning",
    author = "Liu, Wei  and
      Qi, Siya  and
      Wang, Xinyu  and
      Qian, Chen  and
      Du, Yali  and
      He, Yulan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.378/",
    doi = "10.18653/v1/2025.emnlp-main.378",
    pages = "7439--7458",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bolliger-jager-2025-genre,
    title = "Genre Matters: How Text Types Interact with Decoding Strategies and Lexical Predictors in Shaping Reading Behavior",
    author = {Bolliger, Lena Sophia  and
      J{\"a}ger, Lena Ann},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.379/",
    doi = "10.18653/v1/2025.emnlp-main.379",
    pages = "7459--7476",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wulamu-etal-2025-rte,
    title = "{RTE}-{GM}o{E}: A Model-agnostic Approach for Relation Triplet Extraction via Graph-based Mixture-of-Expert Mutual Learning",
    author = "Wulamu, Aziguli  and
      Gong, Kaiyuan  and
      Zhengyu, Lyu  and
      Han, Yu  and
      Zhu, Zhihong  and
      Xing, Bowen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.380/",
    doi = "10.18653/v1/2025.emnlp-main.380",
    pages = "7477--7488",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{park-etal-2025-avoidance,
    title = "Avoidance Decoding for Diverse Multi-Branch Story Generation",
    author = "Park, Kyeongman  and
      Yang, Nakyeong  and
      Jung, Kyomin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.381/",
    doi = "10.18653/v1/2025.emnlp-main.381",
    pages = "7489--7505",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{you-etal-2025-probabilistic,
    title = "Probabilistic Soundness Guarantees in {LLM} Reasoning Chains",
    author = "You, Weiqiu  and
      Xue, Anton  and
      Havaldar, Shreya  and
      Rao, Delip  and
      Jin, Helen  and
      Callison-Burch, Chris  and
      Wong, Eric",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.382/",
    doi = "10.18653/v1/2025.emnlp-main.382",
    pages = "7506--7525",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xu-etal-2025-sqlwoz,
    title = "{SQLWOZ}: A Realistic Task-Oriented Dialogue Dataset with {SQL}-Based Dialogue State Representation for Complex User Requirements",
    author = "Xu, Heng-Da  and
      Mao, Xian-Ling  and
      Sun, Fanshu  and
      Che, Tian-Yi  and
      Xin, Cheng-Xin  and
      Huang, Heyan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.383/",
    doi = "10.18653/v1/2025.emnlp-main.383",
    pages = "7526--7551",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gou-etal-2025-sure,
    title = "{SURE}: Safety Understanding and Reasoning Enhancement for Multimodal Large Language Models",
    author = "Gou, Yuxin  and
      Dong, Xiaoning  and
      Li, Qin  and
      Gu, Shishen  and
      Hong, Richang  and
      Hu, Wenbo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.384/",
    doi = "10.18653/v1/2025.emnlp-main.384",
    pages = "7552--7593",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{truong-etal-2025-emo,
    title = "{EMO}: Embedding Model Distillation via Intra-Model Relation and Optimal Transport Alignments",
    author = "Truong, Minh-Phuc  and
      Vu, Hai An  and
      Vu, Tu  and
      Diep, Nguyen Thi Ngoc  and
      Van, Linh Ngo  and
      Nguyen, Thien Huu  and
      Le, Trung",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.385/",
    doi = "10.18653/v1/2025.emnlp-main.385",
    pages = "7594--7606",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-aesbiasbench,
    title = "{A}es{B}ias{B}ench: Evaluating Bias and Alignment in Multimodal Language Models for Personalized Image Aesthetic Assessment",
    author = "Li, Kun  and
      Po, Lai Man  and
      Yang, Hongzheng  and
      Xu, Xuyuan  and
      Liu, Kangcheng  and
      Zhao, Yuzhi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.386/",
    doi = "10.18653/v1/2025.emnlp-main.386",
    pages = "7607--7620",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{afzal-etal-2025-da,
    title = "{DA}-Pred: Performance Prediction for Text Summarization under Domain-Shift and Instruct-Tuning",
    author = "Afzal, Anum  and
      Matthes, Florian  and
      Fabbri, Alexander",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.387/",
    doi = "10.18653/v1/2025.emnlp-main.387",
    pages = "7621--7632",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tang-etal-2025-unco,
    title = "{U}n{C}o: Uncertainty-Driven Collaborative Framework of Large and Small Models for Grounded Multimodal {NER}",
    author = "Tang, Jielong  and
      Yang, Yang  and
      Yu, Jianxing  and
      Wang, Zhen-Xing  and
      Liang, Haoyuan  and
      Yao, Liang  and
      Yin, Jian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.388/",
    doi = "10.18653/v1/2025.emnlp-main.388",
    pages = "7633--7651",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sun-etal-2025-empirical,
    title = "An Empirical Study of {LLM} Reasoning Ability Under Strict Output Length Constraint",
    author = "Sun, Yi  and
      Wang, Han  and
      Li, Jiaqiang  and
      Liu, Jiacheng  and
      Li, Xiangyu  and
      Wen, Hao  and
      Yuan, Yizhen  and
      Zheng, Huiwen  and
      Liang, Yan  and
      Li, Yuanchun  and
      Liu, Yunxin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.389/",
    doi = "10.18653/v1/2025.emnlp-main.389",
    pages = "7652--7671",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-enrich,
    title = "Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with {LLM} Enriching",
    author = "Li, Songze  and
      Liu, Zhiqiang  and
      Gui, Zhengke  and
      Chen, Huajun  and
      Zhang, Wen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.390/",
    doi = "10.18653/v1/2025.emnlp-main.390",
    pages = "7672--7692",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{feng-etal-2025-noise,
    title = "Noise, Adaptation, and Strategy: Assessing {LLM} Fidelity in Decision-Making",
    author = "Feng, Yuanjun  and
      Choudhary, Vivek  and
      Shrestha, Yash Raj",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.391/",
    doi = "10.18653/v1/2025.emnlp-main.391",
    pages = "7693--7706",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{moll-etal-2025-structuring,
    title = "Structuring Radiology Reports: Challenging {LLM}s with Lightweight Models",
    author = "Moll, Johannes  and
      Fay, Louisa  and
      Azhar, Asfandyar  and
      Ostmeier, Sophie  and
      Gatidis, Sergios  and
      Lueth, Tim  and
      Langlotz, Curtis P.  and
      Delbrouck, Jean-Benoit",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.392/",
    doi = "10.18653/v1/2025.emnlp-main.392",
    pages = "7707--7724",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-pricinglogic,
    title = "{P}ricing{L}ogic: Evaluating {LLM}s Reasoning on Complex Tourism Pricing Tasks",
    author = "Liu, Yunuo  and
      Zhu, Dawei  and
      Al-Khalili, Zena  and
      Cheng, Dai  and
      Chen, Yanjun  and
      Klakow, Dietrich  and
      Zhang, Wei  and
      Shen, Xiaoyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.393/",
    doi = "10.18653/v1/2025.emnlp-main.393",
    pages = "7725--7734",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xu-etal-2025-ecotune,
    title = "{E}co{T}une: Token-Efficient Multi-Fidelity Hyperparameter Optimization for Large Language Model Inference",
    author = "Xu, Yuebin  and
      Chen, Zhiyi  and
      Wen, Zeyi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.394/",
    doi = "10.18653/v1/2025.emnlp-main.394",
    pages = "7735--7745",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{du-etal-2025-investigating,
    title = "Investigating Value-Reasoning Reliability in Small Large Language Models",
    author = "Du, Xia  and
      Sun, Shuhan  and
      Liu, Pengyuan  and
      Yu, Dong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.395/",
    doi = "10.18653/v1/2025.emnlp-main.395",
    pages = "7746--7786",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{dehghanighobadi-etal-2025-llms,
    title = "Can {LLM}s Explain Themselves Counterfactually?",
    author = "Dehghanighobadi, Zahra  and
      Fischer, Asja  and
      Zafar, Muhammad Bilal",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.396/",
    doi = "10.18653/v1/2025.emnlp-main.396",
    pages = "7787--7815",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zheng-etal-2025-self,
    title = "Self-Adjust Softmax",
    author = "Zheng, Chuanyang  and
      Gao, Yihang  and
      Chen, Guoxuan  and
      Shi, Han  and
      Xiong, Jing  and
      Ren, Xiaozhe  and
      Huang, Chao  and
      Li, Zhenguo  and
      Li, Yu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.397/",
    doi = "10.18653/v1/2025.emnlp-main.397",
    pages = "7816--7836",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lin-etal-2025-discosg,
    title = "{D}isco{SG}: Towards Discourse-Level Text Scene Graph Parsing through Iterative Graph Refinement",
    author = "Lin, Shaoqing  and
      Teng, Chong  and
      Li, Fei  and
      Ji, Donghong  and
      Qu, Lizhen  and
      Li, Zhuang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.398/",
    doi = "10.18653/v1/2025.emnlp-main.398",
    pages = "7837--7862",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{estevanell-valladares-etal-2025-xautolm,
    title = "{XA}uto{LM}: Efficient Fine-Tuning of Language Models via Meta-Learning and {A}uto{ML}",
    author = "Estevanell Valladares, Ernesto Luis  and
      Estevez-Velarde, Suilan  and
      Gutierrez, Yoan  and
      Montoyo, Andr{\'e}s  and
      Mitkov, Ruslan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.399/",
    doi = "10.18653/v1/2025.emnlp-main.399",
    pages = "7863--7880",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{vashurin-etal-2025-uncertainty,
    title = "{UNCERTAINTY}-{LINE}: Length-Invariant Estimation of Uncertainty for Large Language Models",
    author = "Vashurin, Roman  and
      Goloburda, Maiya  and
      Nakov, Preslav  and
      Panov, Maxim",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.400/",
    doi = "10.18653/v1/2025.emnlp-main.400",
    pages = "7881--7908",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wei-etal-2025-webagent,
    title = "{W}eb{A}gent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning",
    author = "Wei, Zhepei  and
      Yao, Wenlin  and
      Liu, Yao  and
      Zhang, Weizhi  and
      Lu, Qin  and
      Qiu, Liang  and
      Yu, Changlong  and
      Xu, Puyang  and
      Zhang, Chao  and
      Yin, Bing  and
      Yun, Hyokun  and
      Li, Lihong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.401/",
    doi = "10.18653/v1/2025.emnlp-main.401",
    pages = "7909--7928",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{domhan-zhu-2025-evaluation,
    title = "Same evaluation, more tokens: On the effect of input length for machine translation evaluation using Large Language Models",
    author = "Domhan, Tobias  and
      Zhu, Dawei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.402/",
    doi = "10.18653/v1/2025.emnlp-main.402",
    pages = "7929--7947",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{petros-etal-2025-pakton,
    title = "{PAKTON}: A Multi-Agent Framework for Question Answering in Long Legal Agreements",
    author = "Raptopoulos, Petros  and
      Filandrianos, Giorgos  and
      Lymperaiou, Maria  and
      Stamou, Giorgos",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.403/",
    doi = "10.18653/v1/2025.emnlp-main.403",
    pages = "7948--7984",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sun-etal-2025-posum,
    title = "{P}o{S}um-Bench: Benchmarking Position Bias in {LLM}-based Conversational Summarization",
    author = "Sun, Xu  and
      Delphin-Poulat, Lionel  and
      Tarnec, Christ{\`e}le  and
      Shimorina, Anastasia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.404/",
    doi = "10.18653/v1/2025.emnlp-main.404",
    pages = "7985--8009",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{qiao-etal-2025-concise,
    title = "{C}on{CISE}: Confidence-guided Compression in Step-by-step Efficient Reasoning",
    author = "Qiao, Ziqing  and
      Deng, Yongheng  and
      Zeng, Jiali  and
      Wang, Dong  and
      Wei, Lai  and
      Wang, Guanbo  and
      Meng, Fandong  and
      Zhou, Jie  and
      Ren, Ju  and
      Zhang, Yaoxue",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.405/",
    doi = "10.18653/v1/2025.emnlp-main.405",
    pages = "8010--8029",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-layer,
    title = "Layer-Aware Representation Filtering: Purifying Finetuning Data to Preserve {LLM} Safety Alignment",
    author = "Li, Hao  and
      Li, Lijun  and
      Lu, Zhenghao  and
      Wei, Xianyi  and
      Li, Rui  and
      Shao, Jing  and
      Sha, Lei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.406/",
    doi = "10.18653/v1/2025.emnlp-main.406",
    pages = "8030--8050",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gong-etal-2025-cross,
    title = "Cross-domain Rumor Detection via Test-Time Adaptation and Large Language Models",
    author = "Gong, Yuxia  and
      Hu, Shuguo  and
      Zhang, Huaiwen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.407/",
    doi = "10.18653/v1/2025.emnlp-main.407",
    pages = "8051--8066",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hu-etal-2025-mlwq,
    title = "{MLWQ}: Efficient Small Language Model Deployment via Multi-Level Weight Quantization",
    author = "Hu, Chun  and
      He, Junhui  and
      Wu, Shangyu  and
      He, Yuxin  and
      Xue, Chun Jason  and
      Li, Qingan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.408/",
    doi = "10.18653/v1/2025.emnlp-main.408",
    pages = "8067--8077",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jung-etal-2025-todi,
    title = "{T}o{D}i: Token-wise Distillation via Fine-Grained Divergence Control",
    author = "Jung, Seongryong  and
      Yoon, Suwan  and
      Kim, DongGeon  and
      Lee, Hwanhee",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.409/",
    doi = "10.18653/v1/2025.emnlp-main.409",
    pages = "8078--8091",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-rethinkmcts,
    title = "{R}ethink{MCTS}: Refining Erroneous Thoughts in {M}onte {C}arlo Tree Search for Code Generation",
    author = "Li, Qingyao  and
      Xia, Wei  and
      Dai, Xinyi  and
      Du, Kounianhua  and
      Liu, Weiwen  and
      Wang, Yasheng  and
      Tang, Ruiming  and
      Yu, Yong  and
      Zhang, Weinan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.410/",
    doi = "10.18653/v1/2025.emnlp-main.410",
    pages = "8092--8110",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sun-etal-2025-probing,
    title = "Probing for Arithmetic Errors in Language Models",
    author = "Sun, Yucheng  and
      Stolfo, Alessandro  and
      Sachan, Mrinmaya",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.411/",
    doi = "10.18653/v1/2025.emnlp-main.411",
    pages = "8111--8128",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hu-etal-2025-nile,
    title = "{NILE}: Internal Consistency Alignment in Large Language Models",
    author = "Hu, Minda  and
      Zhang, Qiyuan  and
      Wang, Yufei  and
      He, Bowei  and
      Wang, Hongru  and
      Zhou, Jingyan  and
      Li, Liangyou  and
      Wang, Yasheng  and
      Ma, Chen  and
      King, Irwin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.412/",
    doi = "10.18653/v1/2025.emnlp-main.412",
    pages = "8129--8147",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ma-etal-2025-mining,
    title = "Mining the Past with Dual Criteria: Integrating Three types of Historical Information for Context-aware Event Forecasting",
    author = "Ma, Rong  and
      Wang, Lei  and
      Yang, Yating  and
      Ma, Bo  and
      Dong, Rui  and
      Yang, Fengyi  and
      Ahmat, Ahtamjan  and
      Lu, Kaiwen  and
      Wang, Xinyue",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.413/",
    doi = "10.18653/v1/2025.emnlp-main.413",
    pages = "8148--8163",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{coman-etal-2025-ragferee,
    title = "{RAG}feree: Building Contextual Reward Models for Retrieval-Augmented Generation",
    author = "Coman, Andrei C.  and
      Sorodoc, Ionut-Teodor  and
      Ribeiro, Leonardo F. R.  and
      Henderson, James  and
      Byrne, Bill  and
      de Gispert, Adri{\`a}",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.414/",
    doi = "10.18653/v1/2025.emnlp-main.414",
    pages = "8164--8211",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bui-etal-2025-large,
    title = "Large Language Models Discriminate Against Speakers of {G}erman Dialects",
    author = "Bui, Minh Duc  and
      Holtermann, Carolin  and
      Hofmann, Valentin  and
      Lauscher, Anne  and
      von der Wense, Katharina",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.415/",
    doi = "10.18653/v1/2025.emnlp-main.415",
    pages = "8212--8240",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-uncovering,
    title = "Uncovering Argumentative Flow: A Question-Focus Discourse Structuring Framework",
    author = "Wang, Yini  and
      Zhou, Xian  and
      Zheng, Shengan  and
      Huang, Linpeng  and
      Luo, Zhunchen  and
      Luo, Wei  and
      Bai, Xiaoying",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.416/",
    doi = "10.18653/v1/2025.emnlp-main.416",
    pages = "8241--8259",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tater-etal-2025-absvis,
    title = "{A}bs{V}is {--} Benchmarking How Humans and Vision-Language Models ``See'' Abstract Concepts in Images",
    author = "Tater, Tarun  and
      Frassinelli, Diego  and
      Schulte im Walde, Sabine",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.417/",
    doi = "10.18653/v1/2025.emnlp-main.417",
    pages = "8260--8281",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{anikina-etal-2025-rigorous,
    title = "A Rigorous Evaluation of {LLM} Data Generation Strategies for Low-Resource Languages",
    author = "Anikina, Tatiana  and
      Cegin, Jan  and
      Simko, Jakub  and
      Ostermann, Simon",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.418/",
    doi = "10.18653/v1/2025.emnlp-main.418",
    pages = "8282--8303",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ren-etal-2025-alignment,
    title = "Alignment with Fill-In-the-Middle for Enhancing Code Generation",
    author = "Ren, Houxing  and
      Lu, Zimu  and
      Shi, Weikang  and
      Hou, Haotian  and
      Yang, Yunqiao  and
      Wang, Ke  and
      Zhou, Aojun  and
      Pan, Junting  and
      Zhan, Mingjie  and
      Li, Hongsheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.419/",
    doi = "10.18653/v1/2025.emnlp-main.419",
    pages = "8304--8320",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{huang-etal-2025-middle,
    title = "A Middle Path for On-Premises {LLM} Deployment: Preserving Privacy Without Sacrificing Model Confidentiality",
    author = "Huang, Hanbo  and
      Li, Yihan  and
      Jiang, Bowen  and
      Jiang, Bo  and
      Liu, Lin  and
      Liu, Zhuotao  and
      Sun, Ruoyu  and
      Liang, Shiyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.420/",
    doi = "10.18653/v1/2025.emnlp-main.420",
    pages = "8321--8359",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hong-lee-2025-variance,
    title = "Variance Sensitivity Induces Attention Entropy Collapse and Instability in Transformers",
    author = "Hong, Jonghyun  and
      Lee, Sungyoon",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.421/",
    doi = "10.18653/v1/2025.emnlp-main.421",
    pages = "8360--8378",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kim-etal-2025-x,
    title = "{X}-{FL}o{RA}: Cross-modal Federated Learning with Modality-expert {L}o{RA} for Medical {VQA}",
    author = "Kim, Min Hyuk  and
      Kim, Changheon  and
      Yoo, Seok Bong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.422/",
    doi = "10.18653/v1/2025.emnlp-main.422",
    pages = "8379--8397",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{uluslu-etal-2025-robust,
    title = "Robust Native Language Identification through Agentic Decomposition",
    author = "Uluslu, Ahmet Yavuz  and
      Kew, Tannon  and
      Ellendorff, Tilia  and
      Schneider, Gerold  and
      Sennrich, Rico",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.423/",
    doi = "10.18653/v1/2025.emnlp-main.423",
    pages = "8398--8414",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-consistentchat,
    title = "{C}onsistent{C}hat: Building Skeleton-Guided Consistent Multi-Turn Dialogues for Large Language Models from Scratch",
    author = "Chen, Jiawei  and
      Guan, Xinyan  and
      Yuan, Qianhao  and
      Mo, Guozhao  and
      Zhou, Weixiang  and
      Lu, Yaojie  and
      Lin, Hongyu  and
      He, Ben  and
      Sun, Le  and
      Han, Xianpei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.424/",
    doi = "10.18653/v1/2025.emnlp-main.424",
    pages = "8415--8441",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sun-etal-2025-acceleration,
    title = "Does Acceleration Cause Hidden Instability in Vision Language Models? Uncovering Instance-Level Divergence Through a Large-Scale Empirical Study",
    author = "Sun, Yizheng  and
      Li, Hao  and
      Xu, Chang  and
      Zhou, Hongpeng  and
      Lin, Chenghua  and
      Batista-Navarro, Riza  and
      Sun, Jingyuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.425/",
    doi = "10.18653/v1/2025.emnlp-main.425",
    pages = "8442--8456",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{rair-etal-2025-annotators,
    title = "When Annotators Disagree, Topology Explains: Mapper, a Topological Tool for Exploring Text Embedding Geometry and Ambiguity",
    author = "Rair, Nisrine  and
      Goupil, Alban  and
      Vrabie, Valeriu  and
      Chochoy, Emmanuel",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.426/",
    doi = "10.18653/v1/2025.emnlp-main.426",
    pages = "8457--8480",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-atanasova-2025-self,
    title = "Self-Critique and Refinement for Faithful Natural Language Explanations",
    author = "Wang, Yingming  and
      Atanasova, Pepa",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.427/",
    doi = "10.18653/v1/2025.emnlp-main.427",
    pages = "8481--8507",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{nandi-etal-2025-psychology,
    title = "The Psychology of Falsehood: A Human-Centric Survey of Misinformation Detection",
    author = "Nandi, Arghodeep  and
      Sundriyal, Megha  and
      Khan, Euna Mehnaz  and
      Sun, Jikai  and
      Vraga, Emily K.  and
      Srivastava, Jaideep  and
      Chakraborty, Tanmoy",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.428/",
    doi = "10.18653/v1/2025.emnlp-main.428",
    pages = "8508--8525",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{huang-etal-2025-seal,
    title = "{SEAL}: Structure and Element Aware Learning Improves Long Structured Document Retrieval",
    author = "Huang, Xinhao  and
      Ren, Zhibo  and
      Yu, Yipeng  and
      Zhou, Ying  and
      Chen, Zulong  and
      Wen, Zeyi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.429/",
    doi = "10.18653/v1/2025.emnlp-main.429",
    pages = "8526--8536",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-anchorattention,
    title = "{A}nchor{A}ttention: Difference-Aware Sparse Attention with Stripe Granularity",
    author = "Zhang, Yu  and
      Guo, Dong  and
      Wu, Fang  and
      Zhu, Guoliang  and
      Ding, Dian  and
      Zhang, Yiming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.430/",
    doi = "10.18653/v1/2025.emnlp-main.430",
    pages = "8537--8549",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{schlichtkrull-2025-attacks,
    title = "Attacks by Content: Automated Fact-checking is an {AI} Security Issue",
    author = "Schlichtkrull, Michael Sejr",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.431/",
    doi = "10.18653/v1/2025.emnlp-main.431",
    pages = "8550--8565",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{peng-etal-2025-muzo,
    title = "{MUZO}: Leveraging Multiple Queries and Momentum for Zeroth-Order Fine-Tuning of Large Language Models",
    author = "Peng, Yuezhang  and
      Liu, Yuxin  and
      Wen, Fei  and
      Chen, Xie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.432/",
    doi = "10.18653/v1/2025.emnlp-main.432",
    pages = "8566--8584",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{fang-etal-2025-language,
    title = "Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on {LLM}-Generated Text Detectors",
    author = "Fang, Hao  and
      Kong, Jiawei  and
      Zhuang, Tianqu  and
      Qiu, Yixiang  and
      Gao, Kuofeng  and
      Chen, Bin  and
      Xia, Shu-Tao  and
      Wang, Yaowei  and
      Zhang, Min",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.433/",
    doi = "10.18653/v1/2025.emnlp-main.433",
    pages = "8585--8602",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{pletenev-etal-2025-will,
    title = "Will It Still Be True Tomorrow? Multilingual Evergreen Question Classification to Improve Trustworthy {QA}",
    author = "Pletenev, Sergey  and
      Marina, Maria  and
      Ivanov, Nikolay  and
      Galimzianova, Daria  and
      Krayko, Nikita  and
      Salnikov, Mikhail  and
      Konovalov, Vasily  and
      Panchenko, Alexander  and
      Moskvoretskii, Viktor",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.434/",
    doi = "10.18653/v1/2025.emnlp-main.434",
    pages = "8603--8620",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{klerings-etal-2025-steering,
    title = "Steering Language Models in Multi-Token Generation: A Case Study on Tense and Aspect",
    author = "Klerings, Alina  and
      Brinkmann, Jannik  and
      Ruffinelli, Daniel  and
      Ponzetto, Simone Paolo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.435/",
    doi = "10.18653/v1/2025.emnlp-main.435",
    pages = "8621--8639",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wasserman-etal-2025-docrerank,
    title = "{D}oc{R}e{R}ank: Single-Page Hard Negative Query Generation for Training Multi-Modal {RAG} Rerankers",
    author = "Wasserman, Navve  and
      Heinimann, Oliver  and
      Golbari, Yuval  and
      Zimbalist, Tal  and
      Schwartz, Eli  and
      Irani, Michal",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.436/",
    doi = "10.18653/v1/2025.emnlp-main.436",
    pages = "8640--8658",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{du-etal-2025-reason,
    title = "Reason to Rote: Rethinking Memorization in Reasoning",
    author = "Du, Yupei  and
      Mondorf, Philipp  and
      Casola, Silvia  and
      Yao, Yuekun  and
      Litschko, Robert  and
      Plank, Barbara",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.437/",
    doi = "10.18653/v1/2025.emnlp-main.437",
    pages = "8659--8679",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{matsuda-etal-2025-vela,
    title = "{VELA}: An {LLM}-Hybrid-as-a-Judge Approach for Evaluating Long Image Captions",
    author = "Matsuda, Kazuki  and
      Wada, Yuiga  and
      Hirano, Shinnosuke  and
      Otsuki, Seitaro  and
      Sugiura, Komei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.438/",
    doi = "10.18653/v1/2025.emnlp-main.438",
    pages = "8680--8696",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{marina-etal-2025-llm,
    title = "{LLM}-Independent Adaptive {RAG}: Let the Question Speak for Itself",
    author = "Marina, Maria  and
      Ivanov, Nikolay  and
      Pletenev, Sergey  and
      Salnikov, Mikhail  and
      Galimzianova, Daria  and
      Krayko, Nikita  and
      Konovalov, Vasily  and
      Panchenko, Alexander  and
      Moskvoretskii, Viktor",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.439/",
    doi = "10.18653/v1/2025.emnlp-main.439",
    pages = "8697--8709",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{luo-etal-2025-turnback,
    title = "{T}urn{B}ack: A Geospatial Route Cognition Benchmark for Large Language Models through Reverse Route",
    author = "Luo, Hongyi  and
      Cheng, Qing  and
      Matos, Daniel  and
      Gadi, Hari Krishna  and
      Zhang, Yanfeng  and
      Liu, Lu  and
      Wang, Yongliang  and
      Zeller, Niclas  and
      Cremers, Daniel  and
      Meng, Liqiu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.440/",
    doi = "10.18653/v1/2025.emnlp-main.440",
    pages = "8710--8729",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhu-etal-2025-certainty,
    title = "Certainty in Uncertainty: Reasoning over Uncertain Knowledge Graphs with Statistical Guarantees",
    author = "Zhu, Yuqicheng  and
      Wu, Jingcheng  and
      Wang, Yizhen  and
      Zhou, Hongkuan  and
      Chen, Jiaoyan  and
      Kharlamov, Evgeny  and
      Staab, Steffen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.441/",
    doi = "10.18653/v1/2025.emnlp-main.441",
    pages = "8730--8752",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gao-etal-2025-beyond,
    title = "Beyond Seen Data: Improving {KBQA} Generalization Through Schema-Guided Logical Form Generation",
    author = "Gao, Shengxiang  and
      Lau, Jey Han  and
      Qi, Jianzhong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.442/",
    doi = "10.18653/v1/2025.emnlp-main.442",
    pages = "8753--8772",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-training-free,
    title = "A Training-Free Length Extrapolation Approach for {LLM}s: Greedy Attention Logit Interpolation",
    author = "Li, Yan  and
      Zhang, Tianyi  and
      Li, Zechuan  and
      Han, Caren",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.443/",
    doi = "10.18653/v1/2025.emnlp-main.443",
    pages = "8773--8793",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-taming,
    title = "Taming Text-to-Image Synthesis for Novices: User-centric Prompt Generation via Multi-turn Guidance",
    author = "Liu, Yilun  and
      He, Minggui  and
      Yao, Feiyu  and
      Ji, Yuhe  and
      Tao, Shimin  and
      Du, Jingzhou  and
      Li, Justin  and
      Gao, Jian  and
      Li, Zhang  and
      Yang, Hao  and
      Chen, Boxing  and
      Yoshie, Osamu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.444/",
    doi = "10.18653/v1/2025.emnlp-main.444",
    pages = "8794--8811",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{nguyen-ploeger-2025-need,
    title = "We Need to Measure Data Diversity in {NLP} {---} Better and Broader",
    author = "Nguyen, Dong  and
      Ploeger, Esther",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.445/",
    doi = "10.18653/v1/2025.emnlp-main.445",
    pages = "8812--8821",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yu-etal-2025-sheaf,
    title = "Sheaf Discovery with Joint Computation Graph Pruning and Flexible Granularity",
    author = "Yu, Lei  and
      Niu, Jingcheng  and
      Zhu, Zining  and
      Chen, Xi  and
      Penn, Gerald",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.446/",
    doi = "10.18653/v1/2025.emnlp-main.446",
    pages = "8822--8837",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ezquerro-etal-2025-hierarchical-bracketing,
    title = "Hierarchical Bracketing Encodings Work for Dependency Graphs",
    author = "Ezquerro, Ana  and
      G{\'o}mez-Rodr{\'i}guez, Carlos  and
      Vilares, David",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.447/",
    doi = "10.18653/v1/2025.emnlp-main.447",
    pages = "8838--8851",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jia-etal-2025-multimodal,
    title = "Multimodal Fine-grained Context Interaction Graph Modeling for Conversational Speech Synthesis",
    author = "Jia, Zhenqi  and
      Liu, Rui  and
      Sisman, Berrak  and
      Li, Haizhou",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.448/",
    doi = "10.18653/v1/2025.emnlp-main.448",
    pages = "8852--8858",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ali-etal-2025-judging,
    title = "Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models",
    author = {Ali, Mehdi  and
      Brack, Manuel  and
      L{\"u}bbering, Max  and
      Wendt, Elias  and
      Khan, Abbas Goher  and
      Rutmann, Richard  and
      Jude, Alex  and
      Kraus, Maurice  and
      Weber, Alexander Arno  and
      Stollenwerk, Felix  and
      Kacz{\'e}r, David  and
      Mai, Florian  and
      Flek, Lucie  and
      Sifa, Rafet  and
      Flores-Herr, Nicolas  and
      Koehler, Joachim  and
      Schramowski, Patrick  and
      Fromm, Michael  and
      Kersting, Kristian},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.449/",
    doi = "10.18653/v1/2025.emnlp-main.449",
    pages = "8859--8898",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{koh-etal-2025-conditional,
    title = "Conditional [{MASK}] Discrete Diffusion Language Model",
    author = "Koh, Hyukhun  and
      Jhang, Minha  and
      Kim, Dohyung  and
      Lee, Sangmook  and
      Jung, Kyomin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.450/",
    doi = "10.18653/v1/2025.emnlp-main.450",
    pages = "8899--8923",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kumar-2025-language,
    title = "Language-Guided Temporal Token Pruning for Efficient {V}ideo{LLM} Processing",
    author = "Kumar, Yogesh",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.451/",
    doi = "10.18653/v1/2025.emnlp-main.451",
    pages = "8924--8931",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cheng-etal-2025-fully,
    title = "A Fully Probabilistic Perspective on Large Language Model Unlearning: Evaluation and Optimization",
    author = "Cheng, Anda  and
      Huang, Wei  and
      Wang, Yinggui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.452/",
    doi = "10.18653/v1/2025.emnlp-main.452",
    pages = "8932--8943",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-iiet,
    title = "{IIET}: Efficient Numerical Transformer via Implicit Iterative Euler Method",
    author = "Liu, Xinyu  and
      Li, Bei  and
      Liu, Jiahao  and
      Ruan, Junhao  and
      Jiao, Kechen  and
      Tang, Hongyin  and
      Wang, Jingang  and
      Xiao, Tong  and
      Zhu, JingBo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.453/",
    doi = "10.18653/v1/2025.emnlp-main.453",
    pages = "8944--8958",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{fang-etal-2025-webevolver,
    title = "{W}eb{E}volver: Enhancing Web Agent Self-Improvement with Co-evolving World Model",
    author = "Fang, Tianqing  and
      Zhang, Hongming  and
      Zhang, Zhisong  and
      Ma, Kaixin  and
      Yu, Wenhao  and
      Mi, Haitao  and
      Yu, Dong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.454/",
    doi = "10.18653/v1/2025.emnlp-main.454",
    pages = "8959--8975",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{meisenbacher-etal-2025-leveraging,
    title = "Leveraging Semantic Triples for Private Document Generation with Local Differential Privacy Guarantees",
    author = "Meisenbacher, Stephen  and
      Chevli, Maulik  and
      Matthes, Florian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.455/",
    doi = "10.18653/v1/2025.emnlp-main.455",
    pages = "8976--8992",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jing-etal-2025-hvguard,
    title = "{HVG}uard: Utilizing Multimodal Large Language Models for Hateful Video Detection",
    author = "Jing, Yiheng  and
      Zhang, Mingming  and
      Zhuang, Yong  and
      Guo, Jiacheng  and
      Wang, Juan  and
      Xu, Xiaoyang  and
      Yi, Wenzhe  and
      Guo, Keyan  and
      Hu, Hongxin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.456/",
    doi = "10.18653/v1/2025.emnlp-main.456",
    pages = "8993--9006",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yu-etal-2025-accelerate,
    title = "Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence",
    author = "Yu, Yijiong  and
      Wang, Wei  and
      Chen, Ran  and
      Pei, Ji",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.457/",
    doi = "10.18653/v1/2025.emnlp-main.457",
    pages = "9007--9014",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tang-etal-2025-slidecoder,
    title = "{S}lide{C}oder: Layout-aware {RAG}-enhanced Hierarchical Slide Generation from Design",
    author = "Tang, Wenxin  and
      Xiao, Jingyu  and
      Jiang, Wenxuan  and
      Xiao, Xi  and
      Wang, Yuhang  and
      Tang, Xuxin  and
      Li, Qing  and
      Ma, Yuehe  and
      Liu, Junliang  and
      Tang, Shisong  and
      Lyu, Michael R.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.458/",
    doi = "10.18653/v1/2025.emnlp-main.458",
    pages = "9015--9039",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tu-etal-2025-llm,
    title = "{LLM}-{OREF}: An Open Relation Extraction Framework Based on Large Language Models",
    author = "Tu, Hongyao  and
      Zhang, Liang  and
      Lin, Yujie  and
      Lin, Xin  and
      Zhang, Haibo  and
      Zhang, Long  and
      Su, Jinsong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.459/",
    doi = "10.18653/v1/2025.emnlp-main.459",
    pages = "9040--9052",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-ambiguity-awareness,
    title = "Ambiguity Awareness Optimization: Towards Semantic Disambiguation for Direct Preference Optimization",
    author = "Li, Jian  and
      Yin, Shenglin  and
      Zhang, Yujia  and
      Zhao, Alan  and
      Chen, Xi  and
      Zhou, Xiaohui  and
      Xu, Pengfei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.460/",
    doi = "10.18653/v1/2025.emnlp-main.460",
    pages = "9053--9063",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ranaldi-etal-2025-improving-multilingual,
    title = "Improving Multilingual Retrieval-Augmented Language Models through Dialectic Reasoning Argumentations",
    author = "Ranaldi, Leonardo  and
      Ranaldi, Federico  and
      Zanzotto, Fabio Massimo  and
      Haddow, Barry  and
      Birch, Alexandra",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.461/",
    doi = "10.18653/v1/2025.emnlp-main.461",
    pages = "9064--9085",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-tam-2025-predicate,
    title = "Predicate-Guided Generation for Mathematical Reasoning",
    author = "Chen, Jiajun  and
      Tam, Yik-Cheung",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.462/",
    doi = "10.18653/v1/2025.emnlp-main.462",
    pages = "9086--9099",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gruber-etal-2025-complextempqa,
    title = "{C}omplex{T}emp{QA}: A 100m Dataset for Complex Temporal Question Answering",
    author = {Gruber, Raphael  and
      Abdallah, Abdelrahman  and
      F{\"a}rber, Michael  and
      Jatowt, Adam},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.463/",
    doi = "10.18653/v1/2025.emnlp-main.463",
    pages = "9100--9112",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-vidorag,
    title = "{V}i{D}o{RAG}: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents",
    author = "Wang, Qiuchen  and
      Ding, Ruixue  and
      Chen, Zehui  and
      Wu, Weiqi  and
      Wang, Shihang  and
      Xie, Pengjun  and
      Zhao, Feng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.464/",
    doi = "10.18653/v1/2025.emnlp-main.464",
    pages = "9113--9134",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{azmi-etal-2025-indosafety,
    title = "{I}ndo{S}afety: Culturally Grounded Safety for {LLM}s in {I}ndonesian Languages",
    author = "Azmi, Muhammad Falensi  and
      Al Kautsar, Muhammad Dehan  and
      Wicaksono, Alfan Farizki  and
      Koto, Fajri",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.465/",
    doi = "10.18653/v1/2025.emnlp-main.465",
    pages = "9135--9166",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{vishwakarma-etal-2025-llms,
    title = "Can {LLM}s Help You at Work? A Sandbox for Evaluating {LLM} Agents in Enterprise Environments",
    author = "Vishwakarma, Harsh  and
      Agarwal, Ankush  and
      Patil, Ojas  and
      Devaguptapu, Chaitanya  and
      Chandran, Mahesh",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.466/",
    doi = "10.18653/v1/2025.emnlp-main.466",
    pages = "9167--9201",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sinii-etal-2025-steering,
    title = "Steering {LLM} Reasoning Through Bias-Only Adaptation",
    author = "Sinii, Viacheslav  and
      Gorbatovski, Alexey  and
      Cherepanov, Artem  and
      Shaposhnikov, Boris  and
      Balagansky, Nikita  and
      Gavrilov, Daniil",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.467/",
    doi = "10.18653/v1/2025.emnlp-main.467",
    pages = "9202--9211",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tang-etal-2025-vlascd,
    title = "{VLASCD}: A Visual Language Action Model for Simultaneous Chatting and Decision Making",
    author = "Tang, Zuojin  and
      Hu, Bin  and
      Zhao, Chenyang  and
      Ma, De  and
      Pan, Gang  and
      Liu, Bin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.468/",
    doi = "10.18653/v1/2025.emnlp-main.468",
    pages = "9212--9232",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chia-etal-2025-longdoc,
    title = "{M}-{L}ong{D}oc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework",
    author = "Chia, Yew Ken  and
      Cheng, Liying  and
      Chan, Hou Pong  and
      Song, Maojia  and
      Liu, Chaoqun  and
      Aljunied, Mahani  and
      Poria, Soujanya  and
      Bing, Lidong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.469/",
    doi = "10.18653/v1/2025.emnlp-main.469",
    pages = "9233--9250",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jian-etal-2025-look,
    title = "Look Again, Think Slowly: Enhancing Visual Reflection in Vision-Language Models",
    author = "Jian, Pu  and
      Wu, Junhong  and
      Sun, Wei  and
      Wang, Chen  and
      Ren, Shuo  and
      Zhang, Jiajun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.470/",
    doi = "10.18653/v1/2025.emnlp-main.470",
    pages = "9251--9270",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-fb,
    title = "{FB}-Bench: A Fine-Grained Multi-Task Benchmark for Evaluating {LLM}s' Responsiveness to Human Feedback",
    author = "Li, Youquan  and
      Zheng, Miao  and
      Yang, Fan  and
      Dong, Guosheng  and
      Cui, Bin  and
      Chen, Weipeng  and
      Zhou, Zenan  and
      Zhang, Wentao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.471/",
    doi = "10.18653/v1/2025.emnlp-main.471",
    pages = "9271--9291",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{karl-scherp-2025-hydra,
    title = "{HYDRA}: A Multi-Head Encoder-only Architecture for Hierarchical Text Classification",
    author = "Karl, Fabian  and
      Scherp, Ansgar",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.472/",
    doi = "10.18653/v1/2025.emnlp-main.472",
    pages = "9292--9303",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zeng-etal-2025-card,
    title = "{CARD}: Cross-modal Agent Framework for Generative and Editable Residential Design",
    author = "Zeng, Pengyu  and
      Yin, Jun  and
      Zhang, Miao  and
      Dai, Yuqin  and
      Li, Jizhizi  and
      Jin, ZhanXiang  and
      Lu, Shuai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.473/",
    doi = "10.18653/v1/2025.emnlp-main.473",
    pages = "9304--9319",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-drdiff,
    title = "{D}r{D}iff: Dynamic Routing Diffusion with Hierarchical Attention for Breaking the Efficiency-Quality Trade-off",
    author = "Zhang, Jusheng  and
      Fan, Yijia  and
      Cai, Kaitong  and
      Huang, Zimeng  and
      Sun, Xiaofei  and
      Wang, Jian  and
      Tang, Chengpei  and
      Wang, Keze",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.474/",
    doi = "10.18653/v1/2025.emnlp-main.474",
    pages = "9320--9340",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{thonet-etal-2025-fast,
    title = "{F}a{ST}: Feature-aware Sampling and Tuning for Personalized Preference Alignment with Limited Data",
    author = "Thonet, Thibaut  and
      Kruszewski, Germ{\'a}n  and
      Rozen, Jos  and
      Erbacher, Pierre  and
      Dymetman, Marc",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.475/",
    doi = "10.18653/v1/2025.emnlp-main.475",
    pages = "9341--9370",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lin-etal-2025-llm,
    title = "On {LLM}-Based Scientific Inductive Reasoning Beyond Equations",
    author = "Lin, Brian S.  and
      Yuan, Jiaxin  and
      Zhou, Zihan  and
      Wang, Shouli  and
      Wang, Shuo  and
      Kong, Cunliang  and
      Shi, Qi  and
      Li, Yuxuan  and
      Yang, Liner  and
      Liu, Zhiyuan  and
      Sun, Maosong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.476/",
    doi = "10.18653/v1/2025.emnlp-main.476",
    pages = "9371--9394",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-specs,
    title = "{SPECS}: Specificity-Enhanced {CLIP}-Score for Long Image Caption Evaluation",
    author = "Chen, Xiaofu  and
      Salazar, Israfel  and
      Kementchedjhieva, Yova",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.477/",
    doi = "10.18653/v1/2025.emnlp-main.477",
    pages = "9395--9407",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hu-etal-2025-lm,
    title = "{LM}-Searcher: Cross-domain Neural Architecture Search with {LLM}s via Unified Numerical Encoding",
    author = "Hu, Yuxuan  and
      Liu, Jihao  and
      Wang, Ke  and
      Zheng, Jinliang  and
      Shi, Weikang  and
      Zhang, Manyuan  and
      Dou, Qi  and
      Liu, Rui  and
      Zhou, Aojun  and
      Li, Hongsheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.478/",
    doi = "10.18653/v1/2025.emnlp-main.478",
    pages = "9408--9421",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mekala-etal-2025-quantization,
    title = "Does quantization affect models' performance on long-context tasks?",
    author = "Mekala, Anmol  and
      Atmakuru, Anirudh  and
      Song, Yixiao  and
      Karpinska, Marzena  and
      Iyyer, Mohit",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.479/",
    doi = "10.18653/v1/2025.emnlp-main.479",
    pages = "9422--9470",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-token,
    title = "Token-Aware Editing of Internal Activations for Large Language Model Alignment",
    author = "Wang, Tianbo  and
      Ma, Yuqing  and
      Liao, Kewei  and
      Yang, Chengzhao  and
      Zhang, Zhange  and
      Wang, Jiakai  and
      Liu, Xianglong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.480/",
    doi = "10.18653/v1/2025.emnlp-main.480",
    pages = "9471--9509",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kopiczko-etal-2025-bitune,
    title = "Bitune: Leveraging Bidirectional Attention to Improve Decoder-Only {LLM}s",
    author = "Kopiczko, Dawid Jan  and
      Blankevoort, Tijmen  and
      Asano, Yuki M",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.481/",
    doi = "10.18653/v1/2025.emnlp-main.481",
    pages = "9510--9536",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tanjim-etal-2025-disambiguation,
    title = "Disambiguation in Conversational Question Answering in the Era of {LLM}s and Agents: A Survey",
    author = "Tanjim, Mehrab  and
      In, Yeonjun  and
      Chen, Xiang  and
      Bursztyn, Victor  and
      Rossi, Ryan A.  and
      Kim, Sungchul  and
      Ren, Guang-Jie  and
      Muppala, Vaishnavi  and
      Jiang, Shun  and
      Kim, Yongsung  and
      Park, Chanyoung",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.482/",
    doi = "10.18653/v1/2025.emnlp-main.482",
    pages = "9537--9550",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-etal-2025-plan,
    title = "Plan Dynamically, Express Rhetorically: A Debate-Driven Rhetorical Framework for Argumentative Writing",
    author = "Zhao, Xueguan  and
      Lu, Wenpeng  and
      Zheng, Chaoqun  and
      Zhang, Weiyu  and
      Si, Jiasheng  and
      Zhou, Deyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.483/",
    doi = "10.18653/v1/2025.emnlp-main.483",
    pages = "9551--9573",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jiao-etal-2025-tcpo,
    title = "{TCPO}: Thought-Centric Preference Optimization for Effective Embodied Decision-making",
    author = "Jiao, Kechen  and
      Fang, Zhirui  and
      Liu, Jiahao  and
      Li, Bei  and
      Wang, Qifan  and
      Liu, Xinyu  and
      Ruan, Junhao  and
      Qiao, Zhongjian  and
      Zhu, Yifan  and
      Xu, Yaxin  and
      Wang, Jingang  and
      Li, Xiu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.484/",
    doi = "10.18653/v1/2025.emnlp-main.484",
    pages = "9574--9588",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xia-etal-2025-reimagining,
    title = "Reimagining Safety Alignment with An Image",
    author = "Xia, Yifan  and
      Chen, Guorui  and
      Yu, Wenqian  and
      Li, Zhijiang  and
      Torr, Philip  and
      Gu, Jindong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.485/",
    doi = "10.18653/v1/2025.emnlp-main.485",
    pages = "9589--9603",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kasa-etal-2025-generative,
    title = "Generative or Discriminative? Revisiting Text Classification in the Era of Transformers",
    author = "Kasa, Siva Rajesh  and
      Gupta, Karan  and
      Roychowdhury, Sumegh  and
      Kumar, Ashutosh  and
      Biruduraju, Yaswanth  and
      Kasa, Santhosh Kumar  and
      Priyatam, Pattisapu Nikhil  and
      Bhattacharya, Arindam  and
      Agarwal, Shailendra  and
      Huddar, Vijay",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.486/",
    doi = "10.18653/v1/2025.emnlp-main.486",
    pages = "9604--9626",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ziqi-etal-2025-visual,
    title = "Visual Contextual Attack: Jailbreaking {MLLM}s with Image-Driven Context Injection",
    author = "Ziqi, Miao  and
      Ding, Yi  and
      Li, Lijun  and
      Shao, Jing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.487/",
    doi = "10.18653/v1/2025.emnlp-main.487",
    pages = "9627--9644",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cocchieri-etal-2025-large,
    title = "Can Large Language Models Win the International Mathematical Games?",
    author = "Cocchieri, Alessio  and
      Ragazzi, Luca  and
      Tagliavini, Giuseppe  and
      Tordi, Lorenzo  and
      Carbonaro, Antonella  and
      Moro, Gianluca",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.488/",
    doi = "10.18653/v1/2025.emnlp-main.488",
    pages = "9645--9671",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-codearena,
    title = "{C}ode{A}rena: Evaluating and Aligning {C}ode{LLM}s on Human Preference",
    author = "Yang, Jian  and
      Yang, Jiaxi  and
      Zhang, Wei  and
      Ke, Jin  and
      Miao, Yibo  and
      Zhang, Lei  and
      Yang, Liqun  and
      Cui, Zeyu  and
      Zhang, Yichang  and
      Li, Zhoujun  and
      Hui, Binyuan  and
      Lin, Junyang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.489/",
    doi = "10.18653/v1/2025.emnlp-main.489",
    pages = "9672--9683",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yao-etal-2025-language-models,
    title = "Language models can learn implicit multi-hop reasoning, but only if they have lots of training data",
    author = "Yao, Yuekun  and
      Du, Yupei  and
      Zhu, Dawei  and
      Hahn, Michael  and
      Koller, Alexander",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.490/",
    doi = "10.18653/v1/2025.emnlp-main.490",
    pages = "9684--9702",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{imperial-etal-2025-universalcefr,
    title = "{U}niversal{CEFR}: Enabling Open Multilingual Research on Language Proficiency Assessment",
    author = "Imperial, Joseph Marvin  and
      Barayan, Abdullah  and
      Stodden, Regina  and
      Wilkens, Rodrigo  and
      Mu{\~n}oz S{\'a}nchez, Ricardo  and
      Gao, Lingyun  and
      Torgbi, Melissa  and
      Knight, Dawn  and
      Forey, Gail  and
      Jablonkai, Reka R.  and
      Kochmar, Ekaterina  and
      Reynolds, Robert Joshua  and
      Ribeiro, Eug{\'e}nio  and
      Saggion, Horacio  and
      Volodina, Elena  and
      Vajjala, Sowmya  and
      Fran{\c{c}}ois, Thomas  and
      Alva-Manchego, Fernando  and
      Tayyar Madabushi, Harish",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.491/",
    doi = "10.18653/v1/2025.emnlp-main.491",
    pages = "9703--9755",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{guo-etal-2025-crop,
    title = "{CROP}: Contextual Region-Oriented Visual Token Pruning",
    author = "Guo, Jiawei  and
      Zhai, Feifei  and
      Jian, Pu  and
      Wei, Qianrun  and
      Zhou, Yu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.492/",
    doi = "10.18653/v1/2025.emnlp-main.492",
    pages = "9756--9772",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{piper-budac-2025-cr4,
    title = "{CR}4-{N}arr{E}mote: An Open Vocabulary Dataset of Narrative Emotions Derived Using Citizen Science",
    author = "Piper, Andrew  and
      Budac, Robert",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.493/",
    doi = "10.18653/v1/2025.emnlp-main.493",
    pages = "9773--9784",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-xquant,
    title = "{XQ}uant: Achieving Ultra-Low Bit {KV} Cache Quantization with Cross-Layer Compression",
    author = "Yang, Haoqi  and
      Yao, Yao  and
      Li, Zuchao  and
      Qi, Baoyuan  and
      Guoming, Liu  and
      Zhao, Hai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.494/",
    doi = "10.18653/v1/2025.emnlp-main.494",
    pages = "9785--9800",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cang-etal-2025-dint,
    title = "{DINT} Transformer",
    author = "Cang, Yueyang  and
      Liu, Yuhang  and
      Zhang, Xiaoteng  and
      Zhao, Erlu  and
      Shi, Li",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.495/",
    doi = "10.18653/v1/2025.emnlp-main.495",
    pages = "9801--9809",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cao-etal-2025-icr,
    title = "{ICR}: Iterative Clarification and Rewriting for Conversational Search",
    author = "Cao, Zhiyu  and
      Li, Peifeng  and
      Zhu, Qiaoming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.496/",
    doi = "10.18653/v1/2025.emnlp-main.496",
    pages = "9810--9824",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-pre,
    title = "Pre-training {CLIP} against Data Poisoning with Optimal Transport-based Matching and Alignment",
    author = "Zhang, Tong  and
      Gao, Kuofeng  and
      Bai, Jiawang  and
      Zhang, Leo Yu  and
      Yin, Xin  and
      Wang, Zonghui  and
      Ji, Shouling  and
      Chen, Wenzhi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.497/",
    doi = "10.18653/v1/2025.emnlp-main.497",
    pages = "9825--9838",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{qin-etal-2025-similarity,
    title = "Similarity = Value? Consultation Value-Assessment and Alignment for Personalized Search",
    author = "Qin, Weicong  and
      Xu, Yi  and
      Yu, Weijie  and
      Shi, Teng  and
      Shen, Chenglei  and
      He, Ming  and
      Fan, Jianping  and
      Zhang, Xiao  and
      Xu, Jun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.498/",
    doi = "10.18653/v1/2025.emnlp-main.498",
    pages = "9839--9852",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gong-etal-2025-rtqa,
    title = "{RTQA} : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models",
    author = "Gong, Zhaoyan  and
      Li, Juan  and
      Liu, Zhiqiang  and
      Liang, Lei  and
      Chen, Huajun  and
      Zhang, Wen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.499/",
    doi = "10.18653/v1/2025.emnlp-main.499",
    pages = "9853--9870",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-parameters,
    title = "Not All Parameters Are Created Equal: Smart Isolation Boosts Fine-Tuning Performance",
    author = "Wang, Yao  and
      Liang, Di  and
      Peng, Minlong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.500/",
    doi = "10.18653/v1/2025.emnlp-main.500",
    pages = "9871--9885",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-ai,
    title = "{AI} Knows Where You Are: Exposure, Bias, and Inference in Multimodal Geolocation with {K}orea{GEO}",
    author = "Wang, Xiaonan  and
      Shao, Bo  and
      Kim, Hansaem",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.501/",
    doi = "10.18653/v1/2025.emnlp-main.501",
    pages = "9886--9903",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{han-etal-2025-cat,
    title = "{CAT}: Causal Attention Tuning For Injecting Fine-grained Causal Knowledge into Large Language Models",
    author = "Han, Kairong  and
      Zhao, Wenshuo  and
      Zhao, Ziyu  and
      Jian, Ye Jun  and
      Pan, Lujia  and
      Kuang, Kun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.502/",
    doi = "10.18653/v1/2025.emnlp-main.502",
    pages = "9904--9921",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{huang-etal-2025-enhancing-llm,
    title = "Enhancing {LLM} Text Detection with Retrieved Contexts and Logits Distribution Consistency",
    author = "Huang, Zhaoheng  and
      Zhu, Yutao  and
      Wen, Ji-Rong  and
      Dou, Zhicheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.503/",
    doi = "10.18653/v1/2025.emnlp-main.503",
    pages = "9922--9934",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tutek-etal-2025-measuring,
    title = "Measuring Chain of Thought Faithfulness by Unlearning Reasoning Steps",
    author = "Tutek, Martin  and
      Hashemi Chaleshtori, Fateme  and
      Marasovic, Ana  and
      Belinkov, Yonatan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.504/",
    doi = "10.18653/v1/2025.emnlp-main.504",
    pages = "9935--9960",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wen-etal-2025-stop,
    title = "Stop Looking for ``Important Tokens'' in Multimodal Language Models: Duplication Matters More",
    author = "Wen, Zichen  and
      Gao, Yifeng  and
      Wang, Shaobo  and
      Zhang, Junyuan  and
      Zhang, Qintong  and
      Li, Weijia  and
      He, Conghui  and
      Zhang, Linfeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.505/",
    doi = "10.18653/v1/2025.emnlp-main.505",
    pages = "9961--9980",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{deng-etal-2025-agentpro,
    title = "{A}gent{P}ro: Enhancing {LLM} Agents with Automated Process Supervision",
    author = "Deng, Yuchen  and
      Fan, Shichen  and
      Wang, Naibo  and
      Zhao, Xinkui  and
      Ng, See-Kiong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.506/",
    doi = "10.18653/v1/2025.emnlp-main.506",
    pages = "9981--10006",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{molfetta-etal-2025-ports,
    title = "{PORTS}: Preference-Optimized Retrievers for Tool Selection with Large Language Models",
    author = "Molfetta, Lorenzo  and
      Frisoni, Giacomo  and
      Monaldini, Nicol{\`o}  and
      Moro, Gianluca",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.507/",
    doi = "10.18653/v1/2025.emnlp-main.507",
    pages = "10007--10030",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{song-etal-2025-muskgc,
    title = "{M}us{KGC}: A Flexible Multi-source Knowledge Enhancement Framework for Open-World Knowledge Graph Completion",
    author = "Song, Xin  and
      Haiyan, Liu  and
      Wang, Haiyang  and
      Wang, Ye  and
      Chen, Kai  and
      Zhou, Bin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.508/",
    doi = "10.18653/v1/2025.emnlp-main.508",
    pages = "10031--10049",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tang-etal-2025-towards,
    title = "Towards Transferable Personality Representation Learning based on Triplet Comparisons and Its Applications",
    author = "Tang, Kai  and
      Wang, Rui  and
      Zhu, Renyu  and
      Lin, Minmin  and
      Ding, Xiao  and
      Lv, Tangjie  and
      Fan, Changjie  and
      Wu, Runze  and
      Wang, Haobo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.509/",
    doi = "10.18653/v1/2025.emnlp-main.509",
    pages = "10050--10066",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-reshaping,
    title = "Reshaping Representation Space to Balance the Safety and Over-rejection in Large Audio Language Models",
    author = "Yang, Hao  and
      Qu, Lizhen  and
      Shareghi, Ehsan  and
      Haffari, Gholamreza",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.510/",
    doi = "10.18653/v1/2025.emnlp-main.510",
    pages = "10067--10079",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-benchmarking-large,
    title = "Benchmarking Large Language Models Under Data Contamination: A Survey from Static to Dynamic Evaluation",
    author = "Chen, Simin  and
      Chen, Yiming  and
      Li, Zexin  and
      Jiang, Yifan  and
      Wan, Zhongwei  and
      He, Yixin  and
      Ran, Dezhi  and
      Gu, Tianle  and
      Li, Haizhou  and
      Xie, Tao  and
      Ray, Baishakhi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.511/",
    doi = "10.18653/v1/2025.emnlp-main.511",
    pages = "10080--10098",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hu-etal-2025-fintrust,
    title = "{F}in{T}rust: A Comprehensive Benchmark of Trustworthiness Evaluation in Finance Domain",
    author = "Hu, Tiansheng  and
      Hu, Tongyan  and
      Bai, Liuyang  and
      Zhao, Yilun  and
      Cohan, Arman  and
      Zhao, Chen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.512/",
    doi = "10.18653/v1/2025.emnlp-main.512",
    pages = "10099--10128",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jiang-etal-2025-recgpt,
    title = "{R}ec{GPT}: A Foundation Model for Sequential Recommendation",
    author = "Jiang, Yangqin  and
      Ren, Xubin  and
      Xia, Lianghao  and
      Luo, Da  and
      Lin, Kangyi  and
      Huang, Chao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.513/",
    doi = "10.18653/v1/2025.emnlp-main.513",
    pages = "10129--10143",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-towards-holistic,
    title = "Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey",
    author = "Yang, Chih-Kai  and
      Ho, Neo S.  and
      Lee, Hung-yi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.514/",
    doi = "10.18653/v1/2025.emnlp-main.514",
    pages = "10144--10170",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{balagansky-etal-2025-train,
    title = "Train One Sparse Autoencoder Across Multiple Sparsity Budgets to Preserve Interpretability and Accuracy",
    author = "Balagansky, Nikita  and
      Aksenov, Yaroslav  and
      Laptev, Daniil  and
      Kurochkin, Vadim  and
      Gerasimov, Gleb  and
      Koriagin, Nikita  and
      Gavrilov, Daniil",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.515/",
    doi = "10.18653/v1/2025.emnlp-main.515",
    pages = "10171--10179",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lu-koehn-2025-learn,
    title = "Learn and Unlearn: Addressing Misinformation in Multilingual {LLM}s",
    author = "Lu, TaiMing  and
      Koehn, Philipp",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.516/",
    doi = "10.18653/v1/2025.emnlp-main.516",
    pages = "10180--10195",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jayalath-etal-2025-prism,
    title = "{PRISM}: Efficient Long-Range Reasoning With Short-Context {LLM}s",
    author = "Jayalath, Dulhan  and
      Wendt, James Bradley  and
      Monath, Nicholas  and
      Tata, Sandeep  and
      Gunel, Beliz",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.517/",
    doi = "10.18653/v1/2025.emnlp-main.517",
    pages = "10196--10218",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tang-etal-2025-augmenting,
    title = "Augmenting Multi-Agent Communication with State Delta Trajectory",
    author = "Tang, Yichen  and
      Su, Weihang  and
      Zhou, Yujia  and
      Liu, Yiqun  and
      Zhang, Min  and
      Ma, Shaoping  and
      Ai, Qingyao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.518/",
    doi = "10.18653/v1/2025.emnlp-main.518",
    pages = "10219--10240",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{arad-etal-2025-saes,
    title = "{SAE}s Are Good for Steering {--} If You Select the Right Features",
    author = "Arad, Dana  and
      Mueller, Aaron  and
      Belinkov, Yonatan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.519/",
    doi = "10.18653/v1/2025.emnlp-main.519",
    pages = "10241--10259",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jin-etal-2025-coba,
    title = "{C}o{BA}: Counterbias Text Augmentation for Mitigating Various Spurious Correlations via Semantic Triples",
    author = "Jin, Kyohoon  and
      Choi, Juhwan  and
      Yun, JungMin  and
      Lee, Junho  and
      Jang, Soojin  and
      Kim, YoungBin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.520/",
    doi = "10.18653/v1/2025.emnlp-main.520",
    pages = "10260--10278",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{alshomary-etal-2025-layered,
    title = "Layered Insights: Generalizable Analysis of Human Authorial Style by Leveraging All Transformer Layers",
    author = "Alshomary, Milad  and
      Varimalla, Nikhil Reddy  and
      Anand, Vishal  and
      Muresan, Smaranda  and
      McKeown, Kathleen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.521/",
    doi = "10.18653/v1/2025.emnlp-main.521",
    pages = "10279--10292",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zheng-etal-2025-long,
    title = "When Long Helps Short: How Context Length in Supervised Fine-tuning Affects Behavior of Large Language Models",
    author = "Zheng, Yingming  and
      Li, Hanqi  and
      Yu, Kai  and
      Chen, Lu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.522/",
    doi = "10.18653/v1/2025.emnlp-main.522",
    pages = "10293--10308",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{nigatu-etal-2025-case,
    title = "A Case Against Implicit Standards: Homophone Normalization in Machine Translation for Languages that use the {G}e{'}ez Script.",
    author = "Nigatu, Hellina Hailu  and
      Tonja, Atnafu Lambebo  and
      Ademtew, Henok Biadglign  and
      Alemayehu, Hizkiel Mitiku  and
      Abadi, Negasi Haile  and
      Belay, Tadesse Destaw  and
      Yimam, Seid Muhie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.523/",
    doi = "10.18653/v1/2025.emnlp-main.523",
    pages = "10309--10320",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{saba-skiena-2025-evaluating,
    title = "Evaluating Language Translation Models by Playing Telephone",
    author = "Saba, Syeda Jannatus  and
      Skiena, Steven",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.524/",
    doi = "10.18653/v1/2025.emnlp-main.524",
    pages = "10321--10336",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-doubling,
    title = "Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via {LLM}-Induced Dependency Graphs",
    author = "Yang, Shuo  and
      Zhang, Zheyu  and
      Prenkaj, Bardh  and
      Kasneci, Gjergji",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.525/",
    doi = "10.18653/v1/2025.emnlp-main.525",
    pages = "10337--10358",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kaesberg-etal-2025-sparc,
    title = "{SP}a{RC}: A Spatial Pathfinding Reasoning Challenge",
    author = "Kaesberg, Lars Benedikt  and
      Wahle, Jan Philip  and
      Ruas, Terry  and
      Gipp, Bela",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.526/",
    doi = "10.18653/v1/2025.emnlp-main.526",
    pages = "10359--10390",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yu-etal-2025-primus,
    title = "Primus: A Pioneering Collection of Open-Source Datasets for Cybersecurity {LLM} Training",
    author = "Yu, Yao-Ching  and
      Chiang, Tsun-Han  and
      Tsai, Cheng-Wei  and
      Huang, Chien-Ming  and
      Tsao, Wen-Kwang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.527/",
    doi = "10.18653/v1/2025.emnlp-main.527",
    pages = "10391--10413",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-bit,
    title = "Bit-Flip Error Resilience in {LLM}s: A Comprehensive Analysis and Defense Framework",
    author = "Chen, Yuhang  and
      Tan, Zhen  and
      Jaiswal, Ajay Kumar  and
      Qu, Huaizhi  and
      Zhao, Xinyu  and
      Lin, Qi  and
      Cheng, Yu  and
      Kwong, Andrew  and
      Cao, Zhichao  and
      Chen, Tianlong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.528/",
    doi = "10.18653/v1/2025.emnlp-main.528",
    pages = "10414--10424",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yeo-etal-2025-towards,
    title = "Towards Faithful Natural Language Explanations: A Study Using Activation Patching in Large Language Models",
    author = "Yeo, Wei Jie  and
      Satapathy, Ranjan  and
      Cambria, Erik",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.529/",
    doi = "10.18653/v1/2025.emnlp-main.529",
    pages = "10425--10447",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{khanmohammadi-etal-2025-calibrating,
    title = "Calibrating {LLM} Confidence by Probing Perturbed Representation Stability",
    author = "Khanmohammadi, Reza  and
      Miahi, Erfan  and
      Mardikoraem, Mehrsa  and
      Kaur, Simerjot  and
      Brugere, Ivan  and
      Smiley, Charese  and
      Thind, Kundan S  and
      Ghassemi, Mohammad M.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.530/",
    doi = "10.18653/v1/2025.emnlp-main.530",
    pages = "10448--10514",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shen-etal-2025-sater,
    title = "{SATER}: A Self-Aware and Token-Efficient Approach to Routing and Cascading",
    author = "Shen, Yuanzhe  and
      Liu, Yide  and
      Huang, Zisu  and
      Yin, Ruicheng  and
      Zheng, Xiaoqing  and
      Huang, Xuanjing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.531/",
    doi = "10.18653/v1/2025.emnlp-main.531",
    pages = "10515--10529",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ha-etal-2025-dsg,
    title = "{DSG}-{MCTS}: A Dynamic Strategy-Guided {M}onte {C}arlo Tree Search for Diversified Reasoning in Large Language Models",
    author = "Ha, Rui  and
      Li, Chaozhuo  and
      Pu, Rui  and
      Zhang, Litian  and
      Zhang, Xi  and
      Su, Sen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.532/",
    doi = "10.18653/v1/2025.emnlp-main.532",
    pages = "10530--10544",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lee-etal-2025-ciflex,
    title = "{CIFLEX}: Contextual Instruction Flow for Sub-task Execution in Multi-Turn Interactions with a Single On-Device {LLM}",
    author = "Lee, Juntae  and
      Bang, Jihwan  and
      Yang, Seunghan  and
      Chang, Simyung",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.533/",
    doi = "10.18653/v1/2025.emnlp-main.533",
    pages = "10545--10559",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-role-model,
    title = "On the Role of Model Prior in Real-World Inductive Reasoning",
    author = "Liu, Zhuo  and
      Yu, Ding  and
      He, Hangfeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.534/",
    doi = "10.18653/v1/2025.emnlp-main.534",
    pages = "10560--10583",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{nigatu-etal-2025-viability,
    title = "Viability of Machine Translation for Healthcare in Low-Resourced Languages",
    author = "Nigatu, Hellina Hailu  and
      Mehandru, Nikita  and
      Abadi, Negasi Haile  and
      Gebremeskel, Blen  and
      Alaa, Ahmed  and
      Choudhury, Monojit",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.535/",
    doi = "10.18653/v1/2025.emnlp-main.535",
    pages = "10584--10598",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{qiu-etal-2025-latent,
    title = "Latent Inter-User Difference Modeling for {LLM} Personalization",
    author = "Qiu, Yilun  and
      Shi, Tianhao  and
      Zhao, Xiaoyan  and
      Zhu, Fengbin  and
      Zhang, Yang  and
      Feng, Fuli",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.536/",
    doi = "10.18653/v1/2025.emnlp-main.536",
    pages = "10599--10617",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{qiao-etal-2025-ig,
    title = "{IG}-Pruning: Input-Guided Block Pruning for Large Language Models",
    author = "Qiao, Kangyu  and
      Zhang, Shaolei  and
      Feng, Yang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.537/",
    doi = "10.18653/v1/2025.emnlp-main.537",
    pages = "10618--10629",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{furuhashi-etal-2025-checklists,
    title = "Are Checklists Really Useful for Automatic Evaluation of Generative Tasks?",
    author = "Furuhashi, Momoka  and
      Nakayama, Kouta  and
      Kodama, Takashi  and
      Sugawara, Saku",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.538/",
    doi = "10.18653/v1/2025.emnlp-main.538",
    pages = "10630--10653",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{semenov-sennrich-2025-measuring,
    title = "Measuring the Effect of Disfluency in Multilingual Knowledge Probing Benchmarks",
    author = "Semenov, Kirill  and
      Sennrich, Rico",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.539/",
    doi = "10.18653/v1/2025.emnlp-main.539",
    pages = "10654--10672",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-knowledge-editing,
    title = "Knowledge Editing through Chain-of-Thought",
    author = "Wang, Changyue  and
      Su, Weihang  and
      Ai, Qingyao  and
      Tang, Yichen  and
      Liu, Yiqun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.540/",
    doi = "10.18653/v1/2025.emnlp-main.540",
    pages = "10673--10693",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{dong-etal-2025-selfracg,
    title = "{S}elf{RACG}: Enabling {LLM}s to Self-Express and Retrieve for Code Generation",
    author = "Dong, Qian  and
      Chen, Jia  and
      Ai, Qingyao  and
      Wang, Hongning  and
      Li, Haitao  and
      Yiwu  and
      Hu, Yao  and
      Liu, Yiqun  and
      Ma, Shaoping",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.541/",
    doi = "10.18653/v1/2025.emnlp-main.541",
    pages = "10694--10705",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-kovashka-2025-probing,
    title = "Probing Logical Reasoning of {MLLM}s in Scientific Diagrams",
    author = "Wang, Yufei  and
      Kovashka, Adriana",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.542/",
    doi = "10.18653/v1/2025.emnlp-main.542",
    pages = "10706--10718",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-adams,
    title = "{A}dam{S}: Momentum Itself Can Be A Normalizer for {LLM} Pretraining and Post-training",
    author = "Zhang, Huishuai  and
      Wang, Bohan  and
      Chen, Luoxin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.543/",
    doi = "10.18653/v1/2025.emnlp-main.543",
    pages = "10719--10738",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kang-etal-2025-demystifying,
    title = "Demystifying Synthetic Data in {LLM} Pre-training: A Systematic Study of Scaling Laws, Benefits, and Pitfalls",
    author = "Kang, Feiyang  and
      Ardalani, Newsha  and
      Kuchnik, Michael  and
      Emad, Youssef  and
      Elhoushi, Mostafa  and
      Sengupta, Shubhabrata  and
      Li, Shang-Wen  and
      Raghavendra, Ramya  and
      Jia, Ruoxi  and
      Wu, Carole-Jean",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.544/",
    doi = "10.18653/v1/2025.emnlp-main.544",
    pages = "10739--10758",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shi-etal-2025-static,
    title = "Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering",
    author = "Shi, Yumeng  and
      Long, Quanyu  and
      Wang, Wenya",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.545/",
    doi = "10.18653/v1/2025.emnlp-main.545",
    pages = "10759--10771",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yao-etal-2025-dischargesim,
    title = "{D}ischarge{S}im: A Simulation Benchmark for Educational Doctor{--}Patient Communication at Discharge",
    author = "Yao, Zonghai  and
      Sun, Michael  and
      Jang, Won Seok  and
      Kwon, Sunjae  and
      Kwon, Soie  and
      Yu, Hong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.546/",
    doi = "10.18653/v1/2025.emnlp-main.546",
    pages = "10772--10798",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{choudhury-etal-2025-vision,
    title = "Can Vision-Language Models Solve Visual Math Equations?",
    author = "Choudhury, Monjoy Narayan  and
      Wang, Junling  and
      Hou, Yifan  and
      Sachan, Mrinmaya",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.547/",
    doi = "10.18653/v1/2025.emnlp-main.547",
    pages = "10799--10808",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-scores,
    title = "From Scores to Steps: Diagnosing and Improving {LLM} Performance in Evidence-Based Medical Calculations",
    author = "Wang, Benlu  and
      Xia, Iris  and
      Zhang, Yifan  and
      Wang, Junda  and
      Feiyun Ouyang  and
      Han, Shuo  and
      Cohan, Arman  and
      Yu, Hong  and
      Yao, Zonghai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.548/",
    doi = "10.18653/v1/2025.emnlp-main.548",
    pages = "10809--10833",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sui-etal-2025-bridging,
    title = "Bridging External and Parametric Knowledge: Mitigating Hallucination of {LLM}s with Shared-Private Semantic Synergy in Dual-Stream Knowledge",
    author = "Sui, Yi  and
      Li, Chaozhuo  and
      Zhang, Chen  and
      Song, Dawei  and
      Li, Qiuchi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.549/",
    doi = "10.18653/v1/2025.emnlp-main.549",
    pages = "10834--10858",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{qiu-hu-2025-deep,
    title = "Deep Associations, High Creativity: A Simple yet Effective Metric for Evaluating Large Language Models",
    author = "Qiu, Ziliang  and
      Hu, Renfen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.550/",
    doi = "10.18653/v1/2025.emnlp-main.550",
    pages = "10859--10872",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{deepak-etal-2025-identifying,
    title = "Identifying Unlearned Data in {LLM}s via Membership Inference Attacks",
    author = "Deepak, Advit  and
      Mou, Megan  and
      Huang, Jing  and
      Yang, Diyi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.551/",
    doi = "10.18653/v1/2025.emnlp-main.551",
    pages = "10873--10892",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-feature,
    title = "Feature Extraction and Steering for Enhanced Chain-of-Thought Reasoning in Language Models",
    author = "Li, Zihao  and
      Wang, Xu  and
      Yang, Yuzhe  and
      Yao, Ziyu  and
      Xiong, Haoyi  and
      Du, Mengnan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.552/",
    doi = "10.18653/v1/2025.emnlp-main.552",
    pages = "10893--10913",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{srivatsa-etal-2025-llms-spot,
    title = "{LLM}s cannot spot math errors, even when allowed to peek into the solution",
    author = "Srivatsa, Kv Aditya  and
      Maurya, Kaushal Kumar  and
      Kochmar, Ekaterina",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.553/",
    doi = "10.18653/v1/2025.emnlp-main.553",
    pages = "10914--10928",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{huang-etal-2025-llms-good,
    title = "Can {LLM}s be Good Graph Judge for Knowledge Graph Construction?",
    author = "Huang, Haoyu  and
      Chen, Chong  and
      Sheng, Zeang  and
      Li, Yang  and
      Zhang, Wentao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.554/",
    doi = "10.18653/v1/2025.emnlp-main.554",
    pages = "10929--10948",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-neuroada,
    title = "{N}euro{A}da: Activating Each Neuron{'}s Potential for Parameter-Efficient Fine-Tuning",
    author = "Zhang, Zhi  and
      Shen, Yixian  and
      Cao, Congfeng  and
      Shutova, Ekaterina",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.555/",
    doi = "10.18653/v1/2025.emnlp-main.555",
    pages = "10949--10966",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{el-mekki-etal-2025-nilechat,
    title = "{N}ile{C}hat: Towards Linguistically Diverse and Culturally Aware {LLM}s for Local Communities",
    author = "El Mekki, Abdellah  and
      Atou, Houdaifa  and
      Nacar, Omer  and
      Shehata, Shady  and
      Abdul-Mageed, Muhammad",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.556/",
    doi = "10.18653/v1/2025.emnlp-main.556",
    pages = "10967--10991",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gao-sun-2025-computational,
    title = "A Computational Simulation of Language Production in First Language Acquisition",
    author = "Gao, Yuan  and
      Sun, Weiwei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.557/",
    doi = "10.18653/v1/2025.emnlp-main.557",
    pages = "10992--11006",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zheng-etal-2025-long-form,
    title = "Long-Form Information Alignment Evaluation Beyond Atomic Facts",
    author = "Zheng, Danna  and
      Lapata, Mirella  and
      Pan, Jeff Z.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.558/",
    doi = "10.18653/v1/2025.emnlp-main.558",
    pages = "11007--11027",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{elmadany-etal-2025-voice,
    title = "Voice of a Continent: Mapping {A}frica{'}s Speech Technology Frontier",
    author = "Elmadany, AbdelRahim A.  and
      Kwon, Sang Yun  and
      Toyin, Hawau Olamide  and
      Alcoba Inciarte, Alcides  and
      Aldarmaki, Hanan  and
      Abdul-Mageed, Muhammad",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.559/",
    doi = "10.18653/v1/2025.emnlp-main.559",
    pages = "11028--11050",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shihab-etal-2025-cache,
    title = "Cache-Efficient Posterior Sampling for Reinforcement Learning with {LLM}-Derived Priors Across Discrete and Continuous Domains",
    author = "Shihab, Ibne Farabi  and
      Akter, Sanjeda  and
      Sharma, Anuj",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.560/",
    doi = "10.18653/v1/2025.emnlp-main.560",
    pages = "11051--11079",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-circuit,
    title = "Circuit Complexity Bounds for {R}o{PE}-based Transformer Architecture",
    author = "Chen, Bo  and
      Li, Xiaoyu  and
      Liang, Yingyu  and
      Long, Jiangxuan  and
      Shi, Zhenmei  and
      Song, Zhao  and
      Zhang, Jiahao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.561/",
    doi = "10.18653/v1/2025.emnlp-main.561",
    pages = "11080--11097",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shihab-etal-2025-efficient,
    title = "Efficient Unstructured Pruning of Mamba State-Space Models for Resource-Constrained Environments",
    author = "Shihab, Ibne Farabi  and
      Akter, Sanjeda  and
      Sharma, Anuj",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.562/",
    doi = "10.18653/v1/2025.emnlp-main.562",
    pages = "11098--11126",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liang-etal-2025-towards,
    title = "Towards Infinite-Long Prefix in Transformer",
    author = "Liang, Yingyu  and
      Shi, Zhenmei  and
      Song, Zhao  and
      Yang, Chiwun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.563/",
    doi = "10.18653/v1/2025.emnlp-main.563",
    pages = "11127--11191",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ma-etal-2025-latte,
    title = "{LATTE}: Learning to Think with Vision Specialists",
    author = "Ma, Zixian  and
      Zhang, Jianguo  and
      Liu, Zhiwei  and
      Zhang, Jieyu  and
      Tan, Juntao  and
      Shu, Manli  and
      Niebles, Juan Carlos  and
      Heinecke, Shelby  and
      Wang, Huan  and
      Xiong, Caiming  and
      Krishna, Ranjay  and
      Savarese, Silvio",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.564/",
    doi = "10.18653/v1/2025.emnlp-main.564",
    pages = "11192--11229",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-sua,
    title = "{SUA}: Stealthy Multimodal Large Language Model Unlearning Attack",
    author = "Zhang, Xianren  and
      Liu, Hui  and
      Zhang, Delvin Ce  and
      Tang, Xianfeng  and
      He, Qi  and
      Lee, Dongwon  and
      Wang, Suhang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.565/",
    doi = "10.18653/v1/2025.emnlp-main.565",
    pages = "11230--11243",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-xu-2025-resformer,
    title = "{R}es{F}ormer: All-Time Reservoir Memory for Long Sequence Classification",
    author = "Liu, Hongbo  and
      Xu, Jia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.566/",
    doi = "10.18653/v1/2025.emnlp-main.566",
    pages = "11244--11256",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yu-etal-2025-back,
    title = "Back Attention: Understanding and Enhancing Multi-Hop Reasoning in Large Language Models",
    author = "Yu, Zeping  and
      Belinkov, Yonatan  and
      Ananiadou, Sophia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.567/",
    doi = "10.18653/v1/2025.emnlp-main.567",
    pages = "11257--11272",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{rice-etal-2025-interdisciplinary,
    title = "Interdisciplinary Research in Conversation: A Case Study in Computational Morphology for Language Documentation",
    author = "Rice, Enora  and
      von der Wense, Katharina  and
      Palmer, Alexis",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.568/",
    doi = "10.18653/v1/2025.emnlp-main.568",
    pages = "11273--11285",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sheng-etal-2025-analyzing,
    title = "Analyzing Uncertainty of {LLM}-as-a-Judge: Interval Evaluations with Conformal Prediction",
    author = "Sheng, Huanxin  and
      Liu, Xinyi  and
      He, Hangfeng  and
      Zhao, Jieyu  and
      Kang, Jian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.569/",
    doi = "10.18653/v1/2025.emnlp-main.569",
    pages = "11286--11328",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-alphaone,
    title = "{A}lpha{O}ne: Reasoning Models Thinking Slow and Fast at Test Time",
    author = "Zhang, Junyu  and
      Dong, Runpei  and
      Wang, Han  and
      Ning, Xuying  and
      Geng, Haoran  and
      Li, Peihao  and
      He, Xialin  and
      Bai, Yutong  and
      Malik, Jitendra  and
      Gupta, Saurabh  and
      Zhang, Huan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.570/",
    doi = "10.18653/v1/2025.emnlp-main.570",
    pages = "11329--11354",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhou-etal-2025-dual,
    title = "Dual-Path Dynamic Fusion with Learnable Query for Multimodal Sentiment Analysis",
    author = "Zhou, Miao  and
      Yang, Lina  and
      Wu, Thomas  and
      Yang, Dongnan  and
      Zhang, Xinru",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.571/",
    doi = "10.18653/v1/2025.emnlp-main.571",
    pages = "11355--11365",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yao-etal-2025-cake,
    title = "{C}a{KE}: Circuit-aware Editing Enables Generalizable Knowledge Learners",
    author = "Yao, Yunzhi  and
      Fang, Jizhan  and
      Gu, Jia-Chen  and
      Zhang, Ningyu  and
      Deng, Shumin  and
      Chen, Huajun  and
      Peng, Nanyun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.572/",
    doi = "10.18653/v1/2025.emnlp-main.572",
    pages = "11366--11382",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-del,
    title = "{DEL}-{T}o{M}: Inference-Time Scaling for Theory-of-Mind Reasoning via Dynamic Epistemic Logic",
    author = "Wu, Yuheng  and
      Xie, Jianwen  and
      Zhang, Denghui  and
      Xu, Zhaozhuo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.573/",
    doi = "10.18653/v1/2025.emnlp-main.573",
    pages = "11383--11397",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xu-etal-2025-collaborative,
    title = "Collaborative Beam Search: Enhancing {LLM} Reasoning via Collective Consensus",
    author = "Xu, Yangyifan  and
      Ren, Shuo  and
      Zhang, Jiajun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.574/",
    doi = "10.18653/v1/2025.emnlp-main.574",
    pages = "11398--11410",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ong-etal-2025-deriving,
    title = "Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation",
    author = "Ong, Keane  and
      Mao, Rui  and
      Varshney, Deeksha  and
      Liang, Paul Pu  and
      Cambria, Erik  and
      Mengaldo, Gianmarco",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.575/",
    doi = "10.18653/v1/2025.emnlp-main.575",
    pages = "11411--11434",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-towards-statistical,
    title = "Towards Statistical Factuality Guarantee for Large Vision-Language Models",
    author = "Li, Zhuohang  and
      Yan, Chao  and
      Jackson, Nicholas J  and
      Cui, Wendi  and
      Li, Bo  and
      Zhang, Jiaxin  and
      Malin, Bradley A.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.576/",
    doi = "10.18653/v1/2025.emnlp-main.576",
    pages = "11435--11456",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sun-etal-2025-unlearning,
    title = "Unlearning vs. Obfuscation: Are We Truly Removing Knowledge?",
    author = "Sun, Guangzhi  and
      Manakul, Potsawee  and
      Zhan, Xiao  and
      Gales, Mark",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.577/",
    doi = "10.18653/v1/2025.emnlp-main.577",
    pages = "11457--11467",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-reward,
    title = "Reward-Shifted Speculative Sampling Is An Efficient Test-Time Weak-to-Strong Aligner",
    author = "Li, Bolian  and
      Wu, Yanran  and
      Luo, Xinyu  and
      Zhang, Ruqi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.578/",
    doi = "10.18653/v1/2025.emnlp-main.578",
    pages = "11468--11478",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xiao-etal-2025-stimulate,
    title = "Stimulate the Critical Thinking of {LLM}s via Debiasing Discussion",
    author = "Xiao, Ruiyu  and
      Wu, Lei  and
      Liu, Yuanxing  and
      Zhang, Weinan  and
      Liu, Ting",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.579/",
    doi = "10.18653/v1/2025.emnlp-main.579",
    pages = "11479--11492",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-toward,
    title = "Toward Multi-Session Personalized Conversation: A Large-Scale Dataset and Hierarchical Tree Framework for Implicit Reasoning",
    author = "Li, Xintong  and
      Bantupalli, Jalend  and
      Dharmani, Ria  and
      Zhang, Yuwei  and
      Shang, Jingbo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.580/",
    doi = "10.18653/v1/2025.emnlp-main.580",
    pages = "11493--11506",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{irsoy-etal-2025-improving,
    title = "Improving Instruct Models for Free: A Study on Partial Adaptation",
    author = "Irsoy, Ozan  and
      Cheng, Pengxiang  and
      Chen, Jennifer L  and
      Preotiuc-Pietro, Daniel  and
      Zhang, Shiyue  and
      Pappadopulo, Duccio",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.581/",
    doi = "10.18653/v1/2025.emnlp-main.581",
    pages = "11507--11521",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-commit,
    title = "{C}o{MMIT}: Coordinated Multimodal Instruction Tuning",
    author = "Li, Xintong  and
      Wu, Junda  and
      Yu, Tong  and
      Wang, Rui  and
      Wang, Yu  and
      Chen, Xiang  and
      Gu, Jiuxiang  and
      Yao, Lina  and
      McAuley, Julian  and
      Shang, Jingbo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.582/",
    doi = "10.18653/v1/2025.emnlp-main.582",
    pages = "11522--11536",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-meta,
    title = "Meta-Rewarding Language Models: Self-Improving Alignment with {LLM}-as-a-Meta-Judge",
    author = "Wu, Tianhao  and
      Yuan, Weizhe  and
      Golovneva, Olga  and
      Xu, Jing  and
      Tian, Yuandong  and
      Jiao, Jiantao  and
      Weston, Jason E  and
      Sukhbaatar, Sainbayar",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.583/",
    doi = "10.18653/v1/2025.emnlp-main.583",
    pages = "11537--11554",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-anymac,
    title = "{A}ny{MAC}: Cascading Flexible Multi-Agent Collaboration via Next-Agent Prediction",
    author = "Wang, Song  and
      Tan, Zhen  and
      Chen, Zihan  and
      Zhou, Shuang  and
      Chen, Tianlong  and
      Li, Jundong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.584/",
    doi = "10.18653/v1/2025.emnlp-main.584",
    pages = "11555--11567",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{balepur-etal-2025-good,
    title = "A Good Plan is Hard to Find: Aligning Models with Preferences is Misaligned with What Helps Users",
    author = "Balepur, Nishant  and
      Shu, Matthew  and
      Sung, Yoo Yeon  and
      Goldfarb-Tarrant, Seraphina  and
      Feng, Shi  and
      Yang, Fumeng  and
      Rudinger, Rachel  and
      Boyd-Graber, Jordan Lee",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.585/",
    doi = "10.18653/v1/2025.emnlp-main.585",
    pages = "11568--11595",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shen-etal-2025-words,
    title = "Words Like Knives: Backstory-Personalized Modeling and Detection of Violent Communication",
    author = "Shen, Jocelyn J  and
      Yerukola, Akhila  and
      Zhou, Xuhui  and
      Breazeal, Cynthia  and
      Sap, Maarten  and
      Park, Hae Won",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.586/",
    doi = "10.18653/v1/2025.emnlp-main.586",
    pages = "11596--11614",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-separate,
    title = "Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation",
    author = "Wang, Song  and
      Chen, Zihan  and
      Wang, Peng  and
      Wei, Zhepei  and
      Tan, Zhen  and
      Meng, Yu  and
      Shen, Cong  and
      Li, Jundong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.587/",
    doi = "10.18653/v1/2025.emnlp-main.587",
    pages = "11615--11631",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wright-etal-2025-cognitive,
    title = "Cognitive Linguistic Identity Fusion Score ({CLIFS}): A Scalable {C}ognition{-}{I}nformed Approach to Quantifying Identity Fusion from Text",
    author = "Wright, Devin R.  and
      An, Jisun  and
      Ahn, Yong-Yeol",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.588/",
    doi = "10.18653/v1/2025.emnlp-main.588",
    pages = "11632--11662",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{pham-etal-2025-silvar,
    title = "{S}il{V}ar: Speech-Driven Multimodal Model for Reasoning Visual Question Answering and Object Localization",
    author = "Pham, Tan-Hanh  and
      Nam, Le Hoang  and
      Nguyen, Phu-Vinh  and
      Ngo, Chris  and
      Hy, Truong-Son",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.589/",
    doi = "10.18653/v1/2025.emnlp-main.589",
    pages = "11663--11674",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{abaskohi-etal-2025-cemtm,
    title = "{CEMTM}: Contextual Embedding-based Multimodal Topic Modeling",
    author = "Abaskohi, Amirhossein  and
      Li, Raymond  and
      Li, Chuyuan  and
      Joty, Shafiq  and
      Carenini, Giuseppe",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.590/",
    doi = "10.18653/v1/2025.emnlp-main.590",
    pages = "11675--11692",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{rusert-2025-redherring,
    title = "{R}ed{H}erring Attack: Testing the Reliability of Attack Detection",
    author = "Rusert, Jonathan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.591/",
    doi = "10.18653/v1/2025.emnlp-main.591",
    pages = "11693--11708",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ding-etal-2025-modeling,
    title = "Modeling Bottom-up Information Quality during Language Processing",
    author = {Ding, Cui  and
      Yin, Yanning  and
      J{\"a}ger, Lena Ann  and
      Wilcox, Ethan},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.592/",
    doi = "10.18653/v1/2025.emnlp-main.592",
    pages = "11709--11721",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{qin-etal-2025-data,
    title = "Data Drives Unstable Hierarchical Generalization in {LM}s",
    author = "Qin, Tian  and
      Saphra, Naomi  and
      Alvarez-Melis, David",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.593/",
    doi = "10.18653/v1/2025.emnlp-main.593",
    pages = "11722--11740",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{qiu-etal-2025-emoagent,
    title = "{E}mo{A}gent: Assessing and Safeguarding Human-{AI} Interaction for Mental Health Safety",
    author = "Qiu, Jiahao  and
      He, Yinghui  and
      Juan, Xinzhe  and
      Wang, Yimin  and
      Liu, Yuhan  and
      Yao, Zixin  and
      Wu, Yue  and
      Jiang, Xun  and
      Yang, Ling  and
      Wang, Mengdi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.594/",
    doi = "10.18653/v1/2025.emnlp-main.594",
    pages = "11741--11756",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gupta-etal-2025-polysemantic,
    title = "Polysemantic Dropout: Conformal {OOD} Detection for Specialized {LLM}s",
    author = "Gupta, Ayush  and
      Kaur, Ramneet  and
      Roy, Anirban  and
      Cobb, Adam D.  and
      Chellappa, Rama  and
      Jha, Susmit",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.595/",
    doi = "10.18653/v1/2025.emnlp-main.595",
    pages = "11757--11770",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ledoyen-etal-2025-facilitating,
    title = "Facilitating Cognitive Accessibility with {LLM}s: A Multi-Task Approach to Easy-to-Read Text Generation",
    author = {Ledoyen, Fran{\c{c}}ois  and
      Dias, Ga{\"e}l  and
      Pantin, Jeremie  and
      Lechervy, Alexis  and
      Maurel, Fabrice  and
      Chahir, Youssef},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.596/",
    doi = "10.18653/v1/2025.emnlp-main.596",
    pages = "11771--11797",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{huang-etal-2025-code,
    title = "{D}-{C}o{D}e: Scaling Image-Pretrained {VLM}s to Video via Dynamic Compression and Question Decomposition",
    author = "Huang, Yiyang  and
      Wang, Yizhou  and
      Fu, Yun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.597/",
    doi = "10.18653/v1/2025.emnlp-main.597",
    pages = "11798--11811",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-reevalmed,
    title = "{R}e{E}val{M}ed: Rethinking Medical Report Evaluation by Aligning Metrics with Real-World Clinical Judgment",
    author = "Li, Ruochen  and
      Li, Jun  and
      Jian, Bailiang  and
      Yuan, Kun  and
      Zhu, Youxiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.598/",
    doi = "10.18653/v1/2025.emnlp-main.598",
    pages = "11812--11826",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{le-duc-etal-2025-multimed-st,
    title = "{M}ulti{M}ed-{ST}: Large-scale Many-to-many Multilingual Medical Speech Translation",
    author = "Le-Duc, Khai  and
      Tran, Tuyen  and
      Tat, Bach Phan  and
      Bui, Nguyen Kim Hai  and
      Anh, Quan Dang  and
      Tran, Hung-Phong  and
      Nguyen, Thanh Thuy  and
      Nguyen, Ly  and
      Phan, Tuan Minh  and
      Tran, Thi Thu Phuong  and
      Ngo, Chris  and
      Nguyen, Khanh Xuan  and
      Nguyen-Tang, Thanh",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.599/",
    doi = "10.18653/v1/2025.emnlp-main.599",
    pages = "11827--11952",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tripto-etal-2025-beyond,
    title = "Beyond Checkmate: Exploring the Creative Choke Points for {AI} Generated Texts",
    author = "Tripto, Nafis Irtiza  and
      Venkatraman, Saranya  and
      Nahar, Mahjabin  and
      Lee, Dongwon",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.600/",
    doi = "10.18653/v1/2025.emnlp-main.600",
    pages = "11953--11970",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kalra-etal-2025-mor,
    title = "{M}o{R}: Better Handling Diverse Queries with a Mixture of Sparse, Dense, and Human Retrievers",
    author = "Kalra, Jushaan Singh  and
      Zhao, Xinran  and
      Kim, To Eun  and
      Cai, Fengyu  and
      Diaz, Fernando  and
      Wu, Tongshuang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.601/",
    doi = "10.18653/v1/2025.emnlp-main.601",
    pages = "11971--11990",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-learning,
    title = "Learning Contextual Retrieval for Robust Conversational Search",
    author = "Yang, Seunghan  and
      Lee, Juntae  and
      Bang, Jihwan  and
      Shim, Kyuhong  and
      Kim, Minsoo  and
      Chang, Simyung",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.602/",
    doi = "10.18653/v1/2025.emnlp-main.602",
    pages = "11991--12003",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{averly-etal-2025-liddia,
    title = "{LIDDIA}: Language-based Intelligent Drug Discovery Agent",
    author = "Averly, Reza  and
      Baker, Frazier N.  and
      Watson, Ian A  and
      Ning, Xia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.603/",
    doi = "10.18653/v1/2025.emnlp-main.603",
    pages = "12004--12028",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{du-etal-2025-agentic,
    title = "Agentic-R1: Distilled Dual-Strategy Reasoning",
    author = "Du, Weihua  and
      Aggarwal, Pranjal  and
      Welleck, Sean  and
      Yang, Yiming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.604/",
    doi = "10.18653/v1/2025.emnlp-main.604",
    pages = "12029--12043",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-proactive,
    title = "Proactive Assistant Dialogue Generation from Streaming Egocentric Videos",
    author = "Zhang, Yichi  and
      Dong, Xin Luna  and
      Lin, Zhaojiang  and
      Madotto, Andrea  and
      Kumar, Anuj  and
      Damavandi, Babak  and
      Chai, Joyce  and
      Moon, Seungwhan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.605/",
    doi = "10.18653/v1/2025.emnlp-main.605",
    pages = "12044--12068",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ki-etal-2025-share,
    title = "Should {I} Share this Translation? Evaluating Quality Feedback for User Reliance on Machine Translation",
    author = "Ki, Dayeon  and
      Duh, Kevin  and
      Carpuat, Marine",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.606/",
    doi = "10.18653/v1/2025.emnlp-main.606",
    pages = "12069--12092",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{salamatian-etal-2025-chartgaze,
    title = "{C}hart{G}aze: Enhancing Chart Understanding in {LVLM}s with Eye-Tracking Guided Attention Refinement",
    author = "Salamatian, Ali  and
      Abaskohi, Amirhossein  and
      Fan, Wan-Cyuan  and
      Hossain, Mir Rayat Imtiaz  and
      Sigal, Leonid  and
      Carenini, Giuseppe",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.607/",
    doi = "10.18653/v1/2025.emnlp-main.607",
    pages = "12093--12113",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shen-etal-2025-logicol,
    title = "{L}ogi{C}o{L}: Logically-Informed Contrastive Learning for Set-based Dense Retrieval",
    author = "Shen, Yanzhen  and
      Chen, Sihao  and
      Xu, Xueqiang  and
      Zhang, Yunyi  and
      Malaviya, Chaitanya  and
      Roth, Dan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.608/",
    doi = "10.18653/v1/2025.emnlp-main.608",
    pages = "12114--12125",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zeng-etal-2025-modalprompt,
    title = "{M}odal{P}rompt: Towards Efficient Multimodal Continual Instruction Tuning with Dual-Modality Guided Prompt",
    author = "Zeng, Fanhu  and
      Zhu, Fei  and
      Guo, Haiyang  and
      Zhang, Xu-Yao  and
      Liu, Cheng-Lin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.609/",
    doi = "10.18653/v1/2025.emnlp-main.609",
    pages = "12126--12141",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-skip,
    title = "Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster",
    author = "Chen, Xiaoshu  and
      Zhou, Sihang  and
      Liang, Ke  and
      Sun, Xiaoyu  and
      Liu, Xinwang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.610/",
    doi = "10.18653/v1/2025.emnlp-main.610",
    pages = "12142--12157",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-individual,
    title = "Can an Individual Manipulate the Collective Decisions of Multi-Agents?",
    author = "Liu, Fengyuan  and
      Zhao, Rui  and
      Chen, Shuo  and
      Li, Guohao  and
      Torr, Philip  and
      Han, Lei  and
      Gu, Jindong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.611/",
    doi = "10.18653/v1/2025.emnlp-main.611",
    pages = "12158--12182",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hu-etal-2025-toxicity,
    title = "Toxicity Red-Teaming: Benchmarking {LLM} Safety in {S}ingapore{'}s Low-Resource Languages",
    author = "Hu, Yujia  and
      Hee, Ming Shan  and
      Nakov, Preslav  and
      Lee, Roy Ka-Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.612/",
    doi = "10.18653/v1/2025.emnlp-main.612",
    pages = "12183--12201",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-li-2025-improving,
    title = "Improving Clustering with Positive Pairs Generated from {LLM}-Driven Labels",
    author = "Zhang, Xiaotong  and
      Li, Ying",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.613/",
    doi = "10.18653/v1/2025.emnlp-main.613",
    pages = "12202--12218",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lv-etal-2025-gamma,
    title = "Gamma-Guard: Lightweight Residual Adapters for Robust Guardrails in Large Language Models",
    author = "Lv, Lijia  and
      Zhao, Yuanshu  and
      Wang, Guan  and
      Tang, Xuehai  and
      Jie, Wen  and
      Han, Jizhong  and
      Hu, Songlin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.614/",
    doi = "10.18653/v1/2025.emnlp-main.614",
    pages = "12219--12231",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lin-etal-2025-facilitating,
    title = "Facilitating Long Context Understanding via Supervised Chain-of-Thought Reasoning",
    author = "Lin, Jingyang  and
      Wong, Andy  and
      Xia, Tian  and
      He, Shenghua  and
      Wei, Hui  and
      Han, Mei  and
      Luo, Jiebo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.615/",
    doi = "10.18653/v1/2025.emnlp-main.615",
    pages = "12232--12248",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{su-etal-2025-dynamic,
    title = "Dynamic Energy-Based Contrastive Learning with Multi-Stage Knowledge Verification for Event Causality Identification",
    author = "Su, Ya  and
      Zhang, Hu  and
      Fan, Yue  and
      Zhang, Guangjun  and
      Wang, YuJie  and
      Li, Ru  and
      Tan, Hongye",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.616/",
    doi = "10.18653/v1/2025.emnlp-main.616",
    pages = "12249--12267",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bian-etal-2025-icg,
    title = "{ICG}: Improving Cover Image Generation via {MLLM}-based Prompting and Personalized Preference Alignment",
    author = "Bian, Zhipeng  and
      Zhu, Jieming  and
      Liu, Qijiong  and
      Lin, Wang  and
      Cai, Guohao  and
      Du, Zhaocheng  and
      Sun, Jiacheng  and
      Zhao, Zhou  and
      Dong, Zhenhua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.617/",
    doi = "10.18653/v1/2025.emnlp-main.617",
    pages = "12268--12278",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yan-etal-2025-long,
    title = "From Long to Lean: Performance-aware and Adaptive Chain-of-Thought Compression via Multi-round Refinement",
    author = "Yan, JianZhi  and
      Liu, Le  and
      Pan, Youcheng  and
      Chen, Shiwei  and
      Yuan, Zike  and
      Xiang, Yang  and
      Tang, Buzhou",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.618/",
    doi = "10.18653/v1/2025.emnlp-main.618",
    pages = "12279--12295",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tian-etal-2025-symbolic,
    title = "A Symbolic Adversarial Learning Framework for Evolving Fake News Generation and Detection",
    author = "Tian, Chong  and
      Ho, Qirong  and
      Chen, Xiuying",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.619/",
    doi = "10.18653/v1/2025.emnlp-main.619",
    pages = "12296--12310",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-raresyn,
    title = "{R}are{S}yn: Health Record Synthesis for Rare Disease Diagnosis",
    author = "Wang, Huimin  and
      Zhao, Yutian  and
      Zheng, Yefeng  and
      Wu, Xian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.620/",
    doi = "10.18653/v1/2025.emnlp-main.620",
    pages = "12311--12327",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-sticker,
    title = "Sticker-{TTS}: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework",
    author = "Chen, Jie  and
      Jiang, Jinhao  and
      Min, Yingqian  and
      Dong, Zican  and
      Wang, Shijie  and
      Zhao, Wayne Xin  and
      Wen, Ji-Rong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.621/",
    doi = "10.18653/v1/2025.emnlp-main.621",
    pages = "12328--12338",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xu-etal-2025-cmhg,
    title = "{CMHG}: A Dataset and Benchmark for Headline Generation of Minority Languages in {C}hina",
    author = "Xu, Guixian  and
      Su, Zeli  and
      Zhang, Ziyin  and
      Liu, Jianing  and
      Han, Xu  and
      Zhang, Ting  and
      Dong, Yushuang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.622/",
    doi = "10.18653/v1/2025.emnlp-main.622",
    pages = "12339--12346",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shen-etal-2025-understanding,
    title = "Understanding the Information Propagation Effects of Communication Topologies in {LLM}-based Multi-Agent Systems",
    author = "Shen, Xu  and
      Liu, Yixin  and
      Dai, Yiwei  and
      Wang, Yili  and
      Miao, Rui  and
      Tan, Yue  and
      Pan, Shirui  and
      Wang, Xin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.623/",
    doi = "10.18653/v1/2025.emnlp-main.623",
    pages = "12347--12361",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{huang-etal-2025-boosting,
    title = "Boosting Data Utilization for Multilingual Dense Retrieval",
    author = "Huang, Chao  and
      Mo, Fengran  and
      Chen, Yufeng  and
      Guan, Changhao  and
      Yue, Zhenrui  and
      Wang, Xinyu  and
      Xu, Jinan  and
      Huang, Kaiyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.624/",
    doi = "10.18653/v1/2025.emnlp-main.624",
    pages = "12362--12378",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-self,
    title = "Self-Augmented Preference Alignment for Sycophancy Reduction in {LLM}s",
    author = "Chen, Chien Hung  and
      Huang, Hen-Hsen  and
      Chen, Hsin-Hsi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.625/",
    doi = "10.18653/v1/2025.emnlp-main.625",
    pages = "12379--12391",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ni-etal-2025-tp,
    title = "{TP}-{RAG}: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning",
    author = "Ni, Hang  and
      Liu, Fan  and
      Ma, Xinyu  and
      Su, Lixin  and
      Wang, Shuaiqiang  and
      Yin, Dawei  and
      Xiong, Hui  and
      Liu, Hao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.626/",
    doi = "10.18653/v1/2025.emnlp-main.626",
    pages = "12392--12418",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-recontextualizing,
    title = {Recontextualizing Revitalization: A Mixed Media Approach to Reviving the N{\"u}shu Language},
    author = "Yang, Ivory  and
      Guo, Xiaobo  and
      Wang, Yuxin  and
      Zhang, Hefan  and
      Jia, Yaning  and
      Dinauer, William  and
      Vosoughi, Soroush",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.627/",
    doi = "10.18653/v1/2025.emnlp-main.627",
    pages = "12419--12428",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cao-etal-2025-towards,
    title = "Towards Advanced Mathematical Reasoning for {LLM}s via First-Order Logic Theorem Proving",
    author = "Cao, Chuxue  and
      Li, Mengze  and
      Dai, Juntao  and
      Yang, Jinluan  and
      Zhao, Zijian  and
      Zhang, Shengyu  and
      Shi, Weijie  and
      Liu, Chengzhong  and
      Han, Sirui  and
      Guo, Yike",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.628/",
    doi = "10.18653/v1/2025.emnlp-main.628",
    pages = "12429--12449",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-tens,
    title = "From Tens of Hours to Tens of Thousands: Scaling Back-Translation for Speech Recognition",
    author = "Wang, Tianduo  and
      Xu, Lu  and
      Lu, Wei  and
      Cheng, Shanbo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.629/",
    doi = "10.18653/v1/2025.emnlp-main.629",
    pages = "12450--12464",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-etal-2025-cityeqa,
    title = "{C}ity{EQA}: A Hierarchical {LLM} Agent on Embodied Question Answering Benchmark in City Space",
    author = "Zhao, Yong  and
      Xu, Kai  and
      Zhu, Zhengqiu  and
      Hu, Yue  and
      Zheng, Zhiheng  and
      Chen, Yingfeng  and
      Ji, Yatai  and
      Gao, Chen  and
      Li, Yong  and
      Huang, Jincai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.630/",
    doi = "10.18653/v1/2025.emnlp-main.630",
    pages = "12465--12480",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sarkar-etal-2025-mitigating,
    title = "Mitigating Hallucinations in Vision-Language Models through Image-Guided Head Suppression",
    author = "Sarkar, Sreetama  and
      Che, Yue  and
      Gavin, Alex  and
      Beerel, Peter Anthony  and
      Kundu, Souvik",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.631/",
    doi = "10.18653/v1/2025.emnlp-main.631",
    pages = "12481--12500",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-examining,
    title = "Examining False Positives under Inference Scaling for Mathematical Reasoning",
    author = "Wang, Yu  and
      Yang, Nan  and
      Wang, Liang  and
      Wei, Furu  and
      Feng, Fuli",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.632/",
    doi = "10.18653/v1/2025.emnlp-main.632",
    pages = "12501--12520",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-translationese,
    title = "Translationese-index: Using Likelihood Ratios for Graded and Generalizable Measurement of Translationese",
    author = "Liu, Yikang  and
      Zhang, Wanyang  and
      Wang, Yiming  and
      Tang, Jialong  and
      Zhang, Pei  and
      Yang, Baosong  and
      Huang, Fei  and
      Wang, Rui  and
      Hu, Hai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.633/",
    doi = "10.18653/v1/2025.emnlp-main.633",
    pages = "12521--12538",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ren-etal-2025-exploring,
    title = "Exploring the Limitations of Mamba in {COPY} and {C}o{T} Reasoning",
    author = "Ren, Ruifeng  and
      Li, Zhicong  and
      Liu, Yong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.634/",
    doi = "10.18653/v1/2025.emnlp-main.634",
    pages = "12539--12563",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-procworld,
    title = "{P}roc{W}orld: Benchmarking Large Model Planning in Reachability-Constrained Environments",
    author = "Wang, Dong  and
      Li, Xinghang  and
      Zhang, Zhengshen  and
      Liu, Jirong  and
      Ma, Xiao  and
      Zhang, Hanbo  and
      Kong, Tao  and
      Liu, Huaping",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.635/",
    doi = "10.18653/v1/2025.emnlp-main.635",
    pages = "12564--12594",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-r2i,
    title = "{R}2{I}-Bench: Benchmarking Reasoning-Driven Text-to-Image Generation",
    author = "Chen, Kaijie  and
      Lin, Zihao  and
      Xu, Zhiyang  and
      Shen, Ying  and
      Yao, Yuguang  and
      Rimchala, Joy  and
      Zhang, Jiaxin  and
      Huang, Lifu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.636/",
    doi = "10.18653/v1/2025.emnlp-main.636",
    pages = "12595--12630",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kang-etal-2025-grpo,
    title = "Can {GRPO} Boost Complex Multimodal Table Understanding?",
    author = "Kang, Xiaoqiang  and
      Wu, Shengen  and
      Wang, Zimu  and
      Liu, Yilin  and
      Jin, Xiaobo  and
      Huang, Kaizhu  and
      Wang, Wei  and
      Yue, Yutao  and
      Huang, Xiaowei  and
      Wang, Qiufeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.637/",
    doi = "10.18653/v1/2025.emnlp-main.637",
    pages = "12631--12644",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{goyal-etal-2025-momoe,
    title = "{M}o{M}o{E}: Mixture of Moderation Experts Framework for {AI}-Assisted Online Governance",
    author = "Goyal, Agam  and
      Zhan, Xianyang  and
      Chen, Yilun  and
      Saha, Koustuv  and
      Chandrasekharan, Eshwar",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.638/",
    doi = "10.18653/v1/2025.emnlp-main.638",
    pages = "12645--12660",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{deng-etal-2025-following,
    title = "Following the Autoregressive Nature of {LLM} Embeddings via Compression and Alignment",
    author = "Deng, Jingcheng  and
      Jiang, Zhongtao  and
      Pang, Liang  and
      Wei, Zihao  and
      Chen, Liwei  and
      Xu, Kun  and
      Song, Yang  and
      Shen, Huawei  and
      Cheng, Xueqi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.639/",
    doi = "10.18653/v1/2025.emnlp-main.639",
    pages = "12661--12677",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liang-you-2025-evaluating,
    title = "Evaluating {LLM}-Generated Diagrams as Graphs",
    author = "Liang, Chumeng  and
      You, Jiaxuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.640/",
    doi = "10.18653/v1/2025.emnlp-main.640",
    pages = "12678--12690",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{goyal-etal-2025-breaking,
    title = "Breaking Bad Tokens: Detoxification of {LLM}s Using Sparse Autoencoders",
    author = "Goyal, Agam  and
      Rathi, Vedant  and
      Yeh, William  and
      Wang, Yian  and
      Chen, Yuen  and
      Sundaram, Hari",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.641/",
    doi = "10.18653/v1/2025.emnlp-main.641",
    pages = "12691--12709",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tian-etal-2025-vcsearch,
    title = "{VCS}earch: Bridging the Gap Between Well-Defined and Ill-Defined Problems in Mathematical Reasoning",
    author = "Tian, Shi-Yu  and
      Zhou, Zhi  and
      Yu, Kun-Yang  and
      Yang, Ming  and
      Jia, Lin-Han  and
      Guo, Lan-Zhe  and
      Li, Yu-Feng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.642/",
    doi = "10.18653/v1/2025.emnlp-main.642",
    pages = "12710--12731",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{peixu-etal-2025-autoregressive,
    title = "How do autoregressive transformers solve full addition?",
    author = "Peixu, Wang  and
      Yu, Chen  and
      Ming, Yu  and
      Xiang, Cheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.643/",
    doi = "10.18653/v1/2025.emnlp-main.643",
    pages = "12732--12756",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-main,
    title = "{MAIN}: Mutual Alignment Is Necessary for instruction tuning",
    author = "Yang, Fanyi  and
      Liu, Jianfeng  and
      Zhang, Xin  and
      Liu, Haoyu  and
      Cao, Xixin  and
      Zhan, Yuefeng  and
      Sun, Hao  and
      Deng, Weiwei  and
      Sun, Feng  and
      Zhang, Qi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.644/",
    doi = "10.18653/v1/2025.emnlp-main.644",
    pages = "12757--12769",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-expanding,
    title = "Expanding before Inferring: Enhancing Factuality in Large Language Models through Premature Layers Interpolation",
    author = "Chen, Dingwei  and
      Liu, Ziqiang  and
      Fang, Feiteng  and
      Leong, Chak Tou  and
      Ni, Shiwen  and
      Argha, Ahmadreza  and
      Alinejad-Rokny, Hamid  and
      Yang, Min  and
      Li, Chengming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.645/",
    doi = "10.18653/v1/2025.emnlp-main.645",
    pages = "12770--12785",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{qiu-etal-2025-deepwell,
    title = "{D}eep{W}ell-Adol: A Scalable Expert-Based Dialogue Corpus for Adolescent Positive Mental Health and Wellbeing Promotion",
    author = "Qiu, Wenyu  and
      Wang, Yuxiong  and
      Tan, Jiajun  and
      Hou, Hanchao  and
      Liu, Qinda  and
      Yao, Wei  and
      Ni, Shiguang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.646/",
    doi = "10.18653/v1/2025.emnlp-main.646",
    pages = "12786--12810",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-data,
    title = "Data to Defense: The Role of Curation in Aligning Large Language Models Against Safety Compromise",
    author = "Liu, Xiaoqun  and
      Liang, Jiacheng  and
      Tang, Luoxi  and
      Ye, Muchao  and
      Ma, Weicheng  and
      Xi, Zhaohan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.647/",
    doi = "10.18653/v1/2025.emnlp-main.647",
    pages = "12811--12826",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-speculative,
    title = "Speculative Safety-Aware Decoding",
    author = "Wang, Xuekang  and
      Zhu, Shengyu  and
      Cheng, Xueqi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.648/",
    doi = "10.18653/v1/2025.emnlp-main.648",
    pages = "12827--12841",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lee-etal-2025-panictocalm,
    title = "{P}anic{T}o{C}alm: A Proactive Counseling Agent for Panic Attacks",
    author = "Lee, Jihyun  and
      Min, Yejin  and
      Kim, San  and
      Jeon, Yejin  and
      Yang, Sung Jun  and
      Kim, Hyounghun  and
      Lee, Gary",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.649/",
    doi = "10.18653/v1/2025.emnlp-main.649",
    pages = "12842--12874",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{choi-etal-2025-copl,
    title = "{C}o{PL}: Collaborative Preference Learning for Personalizing {LLM}s",
    author = "Choi, Youngbin  and
      Cho, Seunghyuk  and
      Lee, Minjong  and
      Park, MoonJeong  and
      Ko, Yesong  and
      Ok, Jungseul  and
      Kim, Dongwoo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.650/",
    doi = "10.18653/v1/2025.emnlp-main.650",
    pages = "12875--12893",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hao-etal-2025-dynamic,
    title = "Dynamic Collaboration of Multi-Language Models based on Minimal Complete Semantic Units",
    author = "Hao, Chao  and
      Wang, Zezheng  and
      Huang, Yanhua  and
      Xu, Ruiwen  and
      Niu, Wenzhe  and
      Liu, Xin  and
      Yu, Zitong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.651/",
    doi = "10.18653/v1/2025.emnlp-main.651",
    pages = "12894--12911",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-ai,
    title = "{AI} Chatbots as Professional Service Agents: Developing a Professional Identity",
    author = "Li, Wenwen  and
      Shi, Kangwei  and
      Chai, Yidong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.652/",
    doi = "10.18653/v1/2025.emnlp-main.652",
    pages = "12912--12925",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mao-etal-2025-deepresonance,
    title = "{D}eep{R}esonance: Enhancing Multimodal Music Understanding via Music-centric Multi-way Instruction Tuning",
    author = "Mao, Zhuoyuan  and
      Zhao, Mengjie  and
      Wu, Qiyu  and
      Wakaki, Hiromi  and
      Mitsufuji, Yuki",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.653/",
    doi = "10.18653/v1/2025.emnlp-main.653",
    pages = "12926--12948",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{pucci-ranaldi-2025-advancing,
    title = "Advancing Oversight Reasoning across Languages for Audit Sycophantic Behaviour via {X}-Agent",
    author = "Pucci, Giulia  and
      Ranaldi, Leonardo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.654/",
    doi = "10.18653/v1/2025.emnlp-main.654",
    pages = "12949--12965",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{peng-etal-2025-cafe,
    title = "{CAFE}: Retrieval Head-based Coarse-to-Fine Information Seeking to Enhance Multi-Document {QA} Capability",
    author = "Peng, Han  and
      Jiang, Jinhao  and
      Dong, Zican  and
      Zhao, Wayne Xin  and
      Fang, Lei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.655/",
    doi = "10.18653/v1/2025.emnlp-main.655",
    pages = "12966--12978",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-ssa,
    title = "{SSA}-{COMET}: Do {LLM}s Outperform Learned Metrics in Evaluating {MT} for Under-Resourced {A}frican Languages?",
    author = "Li, Senyu  and
      Wang, Jiayi  and
      Ali, Felermino D. M. A.  and
      Cherry, Colin  and
      Deutsch, Daniel  and
      Briakou, Eleftheria  and
      Sousa-Silva, Rui  and
      Lopes Cardoso, Henrique  and
      Stenetorp, Pontus  and
      Adelani, David Ifeoluwa",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.656/",
    doi = "10.18653/v1/2025.emnlp-main.656",
    pages = "12979--12998",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-faithun,
    title = "{F}aith{U}n: Toward Faithful Forgetting in Language Models by Investigating the Interconnectedness of Knowledge",
    author = "Yang, Nakyeong  and
      Kim, Minsung  and
      Yoon, Seunghyun  and
      Shin, Joongbo  and
      Jung, Kyomin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.657/",
    doi = "10.18653/v1/2025.emnlp-main.657",
    pages = "12999--13014",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-calibrating,
    title = "Calibrating Pseudo-Labeling with Class Distribution for Semi-supervised Text Classification",
    author = "Yang, Weiyi  and
      Zhang, Richong  and
      Chen, Junfan  and
      Sheng, Jiawei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.658/",
    doi = "10.18653/v1/2025.emnlp-main.658",
    pages = "13015--13028",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-coarse,
    title = "Coarse-to-Fine Grounded Memory for {LLM} Agent Planning",
    author = "Yang, Wei  and
      Xiao, Jinwei  and
      Zhang, Hongming  and
      Zhang, Qingyang  and
      Wang, Yanna  and
      Xu, Bo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.659/",
    doi = "10.18653/v1/2025.emnlp-main.659",
    pages = "13029--13056",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xiao-zhao-2025-b,
    title = "From A and {B} to {A}+{B}: Can Large Language Models Solve Compositional Math Problems?",
    author = "Xiao, Xisheng  and
      Zhao, Hanlin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.660/",
    doi = "10.18653/v1/2025.emnlp-main.660",
    pages = "13057--13078",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{beigi-etal-2025-sycophancy,
    title = "Sycophancy Mitigation Through Reinforcement Learning with Uncertainty-Aware Adaptive Reasoning Trajectories",
    author = "Beigi, Mohammad  and
      Shen, Ying  and
      Shojaee, Parshin  and
      Wang, Qifan  and
      Wang, Zichao  and
      Reddy, Chandan K.  and
      Jin, Ming  and
      Huang, Lifu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.661/",
    doi = "10.18653/v1/2025.emnlp-main.661",
    pages = "13079--13092",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{du-etal-2025-simvbg,
    title = "{S}im{VBG}: Simulating Individual Values by Backstory Generation",
    author = "Du, Bangde  and
      Ye, Ziyi  and
      Wu, Zhijing  and
      Jankowska, Monika A.  and
      Zhu, Shuqi  and
      Ai, Qingyao  and
      Zhou, Yujia  and
      Liu, Yiqun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.662/",
    doi = "10.18653/v1/2025.emnlp-main.662",
    pages = "13093--13122",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-evolvesearch,
    title = "{E}volve{S}earch: An Iterative Self-Evolving Search Agent",
    author = "Zhang, Ding-Chu  and
      Zhao, Yida  and
      Wu, Jialong  and
      Zhang, Liwen  and
      Li, Baixuan  and
      Yin, Wenbiao  and
      Jiang, Yong  and
      Li, Yu-Feng  and
      Tu, Kewei  and
      Xie, Pengjun  and
      Huang, Fei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.663/",
    doi = "10.18653/v1/2025.emnlp-main.663",
    pages = "13123--13136",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhou-huang-2025-syntax,
    title = "Syntax-Aware Retrieval Augmentation for Neural Symbolic Regression",
    author = "Zhou, Canmiao  and
      Huang, Han",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.664/",
    doi = "10.18653/v1/2025.emnlp-main.664",
    pages = "13137--13147",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-merge,
    title = "Merge then Realign: Simple and Effective Modality-Incremental Continual Learning for Multimodal {LLM}s",
    author = "Zhang, Dingkun  and
      Qi, Shuhan  and
      Xiao, Xinyu  and
      Chen, Kehai  and
      Wang, Xuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.665/",
    doi = "10.18653/v1/2025.emnlp-main.665",
    pages = "13148--13164",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jiang-etal-2025-graceful,
    title = "Graceful Forgetting in Generative Language Models",
    author = "Jiang, Chunyang  and
      Chan, Chi-Min  and
      Cai, Yiyang  and
      Liu, Yulong  and
      Xue, Wei  and
      Guo, Yike",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.666/",
    doi = "10.18653/v1/2025.emnlp-main.666",
    pages = "13165--13180",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shi-etal-2025-answering,
    title = "Answering Narrative-Driven Recommendation Queries via a Retrieve{--}Rank Paradigm and the {OCG}-Agent",
    author = "Shi, Yunxiao  and
      Shang, Haoning  and
      Zi, Xing  and
      Xu, Wujiang  and
      Feng, Yue  and
      Xu, Min",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.667/",
    doi = "10.18653/v1/2025.emnlp-main.667",
    pages = "13181--13202",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-direct-value,
    title = "Direct Value Optimization: Improving Chain-of-Thought Reasoning in {LLM}s with Refined Values",
    author = "Zhang, Hongbo  and
      Cui, Han  and
      Bao, Guangsheng  and
      Yang, Linyi  and
      Wang, Jun  and
      Zhang, Yue",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.668/",
    doi = "10.18653/v1/2025.emnlp-main.668",
    pages = "13203--13216",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{murphy-etal-2025-jailbreak,
    title = "Jailbreak-Tuning: Models Efficiently Learn Jailbreak Susceptibility",
    author = "Murphy, Brendan  and
      Bowen, Dillon  and
      Mohammadzadeh, Shahrad  and
      Tseng, Tom  and
      Broomfield, Julius  and
      Gleave, Adam  and
      Pelrine, Kellin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.669/",
    doi = "10.18653/v1/2025.emnlp-main.669",
    pages = "13217--13246",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-neural,
    title = "Neural Topic Modeling via Contextual and Graph Information Fusion",
    author = "Liu, Jiyuan  and
      Yan, Jiaxing  and
      Zhu, Chunjiang  and
      Liu, Xingyu  and
      Qing, Li  and
      Rao, Yanghui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.670/",
    doi = "10.18653/v1/2025.emnlp-main.670",
    pages = "13247--13263",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-care,
    title = "{CARE}: A Disagreement Detection Framework with Concept Alignment and Reasoning Enhancement",
    author = "Liu, Jiyuan  and
      Song, Jielin  and
      Pang, Yunhe  and
      Shen, Zhiyu  and
      Rao, Yanghui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.671/",
    doi = "10.18653/v1/2025.emnlp-main.671",
    pages = "13264--13279",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yoon-etal-2025-beyond,
    title = "Beyond Task-Oriented and Chitchat Dialogues: Proactive and Transition-Aware Conversational Agents",
    author = "Yoon, Yejin  and
      Son, Yuri  and
      So, Namyoung  and
      Kim, Minseo  and
      Cho, Minsoo  and
      Park, Chanhee  and
      Lee, Seungshin  and
      Kim, Taeuk",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.672/",
    doi = "10.18653/v1/2025.emnlp-main.672",
    pages = "13280--13306",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-lightthinker,
    title = "{L}ight{T}hinker: Thinking Step-by-Step Compression",
    author = "Zhang, Jintian  and
      Zhu, Yuqi  and
      Sun, Mengshu  and
      Luo, Yujie  and
      Qiao, Shuofei  and
      Du, Lun  and
      Zheng, Da  and
      Chen, Huajun  and
      Zhang, Ningyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.673/",
    doi = "10.18653/v1/2025.emnlp-main.673",
    pages = "13307--13328",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-llm-reasoning,
    title = "How Is {LLM} Reasoning Distracted by Irrelevant Context? An Analysis Using a Controlled Benchmark",
    author = "Yang, Minglai  and
      Huang, Ethan  and
      Zhang, Liang  and
      Surdeanu, Mihai  and
      Wang, William Yang  and
      Pan, Liangming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.674/",
    doi = "10.18653/v1/2025.emnlp-main.674",
    pages = "13329--13347",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sanyal-etal-2025-investigating,
    title = "Investigating Pedagogical Teacher and Student {LLM} Agents: Genetic Adaptation Meets Retrieval-Augmented Generation Across Learning Styles",
    author = "Sanyal, Debdeep  and
      Maiti, Agniva  and
      Maharana, Umakanta  and
      Kumar, Dhruv  and
      Mali, Ankur  and
      Giles, C. Lee  and
      Mandal, Murari",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.675/",
    doi = "10.18653/v1/2025.emnlp-main.675",
    pages = "13348--13389",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{feng-etal-2025-geoedit,
    title = "{G}eo{E}dit: Geometric Knowledge Editing for Large Language Models",
    author = "Feng, Yujie  and
      Zhan, Li-Ming  and
      Lu, Zexin  and
      Xu, Yongxin  and
      Chu, Xu  and
      Wang, Yasha  and
      Cao, Jiannong  and
      Yu, Philip S.  and
      Wu, Xiao-Ming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.676/",
    doi = "10.18653/v1/2025.emnlp-main.676",
    pages = "13390--13405",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lin-etal-2025-generative,
    title = "A Generative Pre-Trained Language Model for Channel Prediction in Wireless Communications Systems",
    author = "Lin, Bo  and
      Zhang, Huanming  and
      Jiang, Yuhua  and
      Wang, Yucong  and
      Zhang, Tengyu  and
      Yan, Shaoqiang  and
      Li, Hongyao  and
      Liu, Yihong  and
      Gao, Feifei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.677/",
    doi = "10.18653/v1/2025.emnlp-main.677",
    pages = "13406--13419",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{feng-etal-2025-aimmerging,
    title = "{AIMM}erging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning",
    author = "Feng, Yujie  and
      Li, Jian  and
      Dong, Xiaoyu  and
      Xu, Pengfei  and
      Zhou, Xiaohui  and
      Zhang, Yujia  and
      Lu, Zexin  and
      Wang, Yasha  and
      Zhao, Alan  and
      Chu, Xu  and
      Wu, Xiao-Ming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.678/",
    doi = "10.18653/v1/2025.emnlp-main.678",
    pages = "13420--13437",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{she-etal-2025-r,
    title = "{R}-{PRM}: Reasoning-Driven Process Reward Modeling",
    author = "She, Shuaijie  and
      Liu, Junxiao  and
      Liu, Yifeng  and
      Chen, Jiajun  and
      Huang, Xin  and
      Huang, Shujian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.679/",
    doi = "10.18653/v1/2025.emnlp-main.679",
    pages = "13438--13451",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{fu-etal-2025-rlae,
    title = "{RLAE}: Reinforcement Learning-Assisted Ensemble for {LLM}s",
    author = "Fu, Yuqian  and
      Zhu, Yuanheng  and
      Chai, Jiajun  and
      Yin, Guojun  and
      Lin, Wei  and
      Zhang, Qichao  and
      Zhao, Dongbin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.680/",
    doi = "10.18653/v1/2025.emnlp-main.680",
    pages = "13452--13466",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yan-etal-2025-large,
    title = "Do Large Language Models Truly Grasp Addition? A Rule-Focused Diagnostic Using Two-Integer Arithmetic",
    author = "Yan, Yang  and
      Lu, Yu  and
      Xu, Renjun  and
      Lan, Zhenzhong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.681/",
    doi = "10.18653/v1/2025.emnlp-main.681",
    pages = "13467--13483",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-asktoact,
    title = "{A}sk{T}o{A}ct: Enhancing {LLM}s Tool Use via Self-Correcting Clarification",
    author = "Zhang, Xuan  and
      Shen, Yongliang  and
      Zheng, Zhe  and
      Wu, Linjuan  and
      Zhang, Wenqi  and
      Yan, Yuchen  and
      Peng, Qiuying  and
      Wang, Jun  and
      Lu, Weiming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.682/",
    doi = "10.18653/v1/2025.emnlp-main.682",
    pages = "13484--13511",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-start,
    title = "{START}: Self-taught Reasoner with Tools",
    author = "Li, Chengpeng  and
      Xue, Mingfeng  and
      Zhang, Zhenru  and
      Yang, Jiaxi  and
      Zhang, Beichen  and
      Yu, Bowen  and
      Hui, Binyuan  and
      Lin, Junyang  and
      Wang, Xiang  and
      Liu, Dayiheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.683/",
    doi = "10.18653/v1/2025.emnlp-main.683",
    pages = "13512--13553",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{seo-etal-2025-impact,
    title = "The Impact of Negated Text on Hallucination with Large Language Models",
    author = "Seo, Jaehyung  and
      Moon, Hyeonseok  and
      Lim, Heuiseok",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.684/",
    doi = "10.18653/v1/2025.emnlp-main.684",
    pages = "13554--13572",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-probabilistic,
    title = "A Probabilistic Inference Scaling Theory for {LLM} Self-Correction",
    author = "Yang, Zhe  and
      Zhang, Yichang  and
      Wang, Yudong  and
      Xu, Ziyao  and
      Lin, Junyang  and
      Sui, Zhifang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.685/",
    doi = "10.18653/v1/2025.emnlp-main.685",
    pages = "13573--13587",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhai-etal-2025-mentalglm,
    title = "{M}ental{GLM} Series: Explainable Large Language Models for Mental Health Analysis on {C}hinese Social Media",
    author = "Zhai, Wei  and
      Bai, Nan  and
      Zhao, Qing  and
      Li, Jianqiang  and
      Wang, Fan  and
      Qi, Hongzhi  and
      Jiang, Meng  and
      Wang, Xiaoqin  and
      Yang, Bing Xiang  and
      Fu, Guanghui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.686/",
    doi = "10.18653/v1/2025.emnlp-main.686",
    pages = "13588--13603",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-knowledge-aware,
    title = "Knowledge-Aware Co-Reasoning for Multidisciplinary Collaboration",
    author = "Li, Xurui  and
      Wanghaijiao  and
      Song, Kaisong  and
      Zhu, Rui  and
      Tang, Haixu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.687/",
    doi = "10.18653/v1/2025.emnlp-main.687",
    pages = "13604--13620",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ma-etal-2025-astra,
    title = "Astra: Efficient Transformer Architecture and Contrastive Dynamics Learning for Embodied Instruction Following",
    author = "Ma, Yueen  and
      Chi, DaFeng  and
      Wu, Shiguang  and
      Liu, Yuecheng  and
      Zhuang, Yuzheng  and
      King, Irwin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.688/",
    doi = "10.18653/v1/2025.emnlp-main.688",
    pages = "13621--13639",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cho-etal-2025-mavl,
    title = "{MAVL}: A Multilingual Audio-Video Lyrics Dataset for Animated Song Translation",
    author = "Cho, Woohyun  and
      Kim, Youngmin  and
      Lee, Sunghyun  and
      Yu, Youngjae",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.689/",
    doi = "10.18653/v1/2025.emnlp-main.689",
    pages = "13640--13668",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-etal-2025-mutis,
    title = "{M}u{TIS}: Enhancing Reasoning Efficiency through Multi Turn Intervention Sampling in Reinforcement Learning",
    author = "Zhao, Wenshuo  and
      Zhai, Haoxing  and
      Qiu, Xinyu  and
      Qi, Zhenting  and
      Li, Shuhe  and
      Zhu, Linchao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.690/",
    doi = "10.18653/v1/2025.emnlp-main.690",
    pages = "13669--13681",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tian-etal-2025-prim,
    title = "{PRIM}: Towards Practical In-Image Multilingual Machine Translation",
    author = "Tian, Yanzhi  and
      Liu, Zeming  and
      Liu, Zhengyang  and
      Feng, Chong  and
      Li, Xin  and
      Huang, Heyan  and
      Guo, Yuhang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.691/",
    doi = "10.18653/v1/2025.emnlp-main.691",
    pages = "13682--13697",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{savoldi-etal-2025-mind,
    title = "Mind the Inclusivity Gap: Multilingual Gender-Neutral Translation Evaluation with m{G}e{NTE}",
    author = "Savoldi, Beatrice  and
      Attanasio, Giuseppe  and
      Cupin, Eleonora  and
      Gkovedarou, Eleni  and
      Hackenbuchner, Jani{\c{c}}a  and
      Lauscher, Anne  and
      Negri, Matteo  and
      Piergentili, Andrea  and
      Thind, Manjinder  and
      Bentivogli, Luisa",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.692/",
    doi = "10.18653/v1/2025.emnlp-main.692",
    pages = "13698--13720",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{peng-etal-2025-diplomacyagent,
    title = "{D}iplomacy{A}gent: Do {LLM}s Balance Interests and Ethical Principles in International Events?",
    author = "Peng, Jianxiang  and
      Shi, Ling  and
      Wu, Xinwei  and
      Zhang, Hanwen  and
      Liu, Fujiang  and
      Lyu, Haocheng  and
      Xiong, Deyi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.693/",
    doi = "10.18653/v1/2025.emnlp-main.693",
    pages = "13721--13739",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yifei-etal-2025-dislora,
    title = "{D}is{L}o{RA}: Task-specific Low-Rank Adaptation via Orthogonal Basis from Singular Value Decomposition",
    author = "Yifei, She  and
      Wei, Xinhao  and
      Wang, Yulong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.694/",
    doi = "10.18653/v1/2025.emnlp-main.694",
    pages = "13740--13755",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-unmasking,
    title = "Unmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question Answering",
    author = "Chen, Zixin  and
      Song, Sicheng  and
      Shum, KaShun  and
      Lin, Yanna  and
      Sheng, Rui  and
      Wang, Weiqi  and
      Qu, Huamin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.695/",
    doi = "10.18653/v1/2025.emnlp-main.695",
    pages = "13756--13789",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jiang-etal-2025-textual,
    title = "Textual Aesthetics in Large Language Models",
    author = "Jiang, Lingjie  and
      Huang, Shaohan  and
      Wu, Xun  and
      Wei, Furu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.696/",
    doi = "10.18653/v1/2025.emnlp-main.696",
    pages = "13790--13818",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bakker-kamps-2025-section,
    title = "Section-Level Simplification of Biomedical Abstracts",
    author = "Bakker, Jan  and
      Kamps, Jaap",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.697/",
    doi = "10.18653/v1/2025.emnlp-main.697",
    pages = "13819--13833",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{joshi-etal-2025-posestitch,
    title = "{P}ose{S}titch-{SLT}: Linguistically Inspired Pose-Stitching for End-to-End Sign Language Translation",
    author = "Joshi, Abhinav  and
      Sharma, Vaibhav  and
      Singh, Sanjeet  and
      Modi, Ashutosh",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.698/",
    doi = "10.18653/v1/2025.emnlp-main.698",
    pages = "13834--13853",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{singh-yannakoudakis-2025-shot,
    title = "Few-Shot Open-Set Classification via Reasoning-Aware Decomposition",
    author = "Singh, Avyav Kumar  and
      Yannakoudakis, Helen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.699/",
    doi = "10.18653/v1/2025.emnlp-main.699",
    pages = "13854--13875",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{savoldi-etal-2025-translation,
    title = "Translation in the Hands of Many: Centering Lay Users in Machine Translation Interactions",
    author = "Savoldi, Beatrice  and
      Ramponi, Alan  and
      Negri, Matteo  and
      Bentivogli, Luisa",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.700/",
    doi = "10.18653/v1/2025.emnlp-main.700",
    pages = "13876--13889",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zeng-etal-2025-itool,
    title = "i{T}ool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use",
    author = "Zeng, Yirong  and
      Ding, Xiao  and
      Wang, Yuxian  and
      Liu, Weiwen  and
      Hou, Yutai  and
      Ning, Wu  and
      Huang, Xu  and
      Tang, Duyu  and
      Tu, Dandan  and
      Qin, Bing  and
      Liu, Ting",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.701/",
    doi = "10.18653/v1/2025.emnlp-main.701",
    pages = "13890--13905",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-transplant,
    title = "Transplant Then Regenerate: A New Paradigm for Text Data Augmentation",
    author = "Wang, Guangzhan  and
      Zhang, Hongyu  and
      Shen, Beijun  and
      Gu, Xiaodong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.702/",
    doi = "10.18653/v1/2025.emnlp-main.702",
    pages = "13906--13920",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{calabrese-etal-2025-compositional,
    title = "Compositional Generalisation for Explainable Hate Speech Detection",
    author = {Calabrese, Agostina  and
      Sherborne, Tom  and
      Ross, Bj{\"o}rn  and
      Lapata, Mirella},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.703/",
    doi = "10.18653/v1/2025.emnlp-main.703",
    pages = "13921--13943",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kim-yoon-2025-ccqa,
    title = "{CCQA}: Generating Question from Solution Can Improve Inference-Time Reasoning in {SLM}s",
    author = "Kim, Jinyoung  and
      Yoon, Ji Won",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.704/",
    doi = "10.18653/v1/2025.emnlp-main.704",
    pages = "13944--13956",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jiu-etal-2025-tvqacml,
    title = "{TVQACML}: Benchmarking Text-Centric Visual Question Answering in Multilingual {C}hinese Minority Languages",
    author = "Jiu, Sha  and
      Weng, Yu  and
      Zhu, Mengxiao  and
      Feng, Chong  and
      Liu, Zheng  and
      Jialedongzhu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.705/",
    doi = "10.18653/v1/2025.emnlp-main.705",
    pages = "13957--13967",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{storks-etal-2025-transparent,
    title = "Transparent and Coherent Procedural Mistake Detection",
    author = "Storks, Shane  and
      Bar-Yossef, Itamar  and
      Li, Yayuan  and
      Zhang, Zheyuan  and
      Corso, Jason J  and
      Chai, Joyce",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.706/",
    doi = "10.18653/v1/2025.emnlp-main.706",
    pages = "13968--14002",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-teaching,
    title = "Teaching Your Models to Understand Code via Focal Preference Alignment",
    author = "Wu, Jie  and
      Li, Haoling  and
      Zhang, Xin  and
      Liu, Xiao  and
      Huang, Yangyu  and
      Luo, Jianwen  and
      Zhang, Yizhen  and
      Li, Zuchao  and
      Chu, Ruihang  and
      Yang, Yujiu  and
      Li, Scarlett",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.707/",
    doi = "10.18653/v1/2025.emnlp-main.707",
    pages = "14003--14023",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-molorag,
    title = "{M}o{L}o{RAG}: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval",
    author = "Wu, Xixi  and
      Tan, Yanchao  and
      Hou, Nan  and
      Zhang, Ruiyang  and
      Cheng, Hong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.708/",
    doi = "10.18653/v1/2025.emnlp-main.708",
    pages = "14024--14045",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ntinou-etal-2025-vision,
    title = "Vision-Free Retrieval: Rethinking Multimodal Search with Textual Scene Descriptions",
    author = "Ntinou, Ioanna  and
      Xenos, Alexandros  and
      Ouali, Yassine  and
      Bulat, Adrian  and
      Tzimiropoulos, Georgios",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.709/",
    doi = "10.18653/v1/2025.emnlp-main.709",
    pages = "14046--14062",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yu-etal-2025-tablerag,
    title = "{T}able{RAG}: A Retrieval Augmented Generation Framework for Heterogeneous Document Reasoning",
    author = "Yu, Xiaohan  and
      Jian, Pu  and
      Chen, Chong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.710/",
    doi = "10.18653/v1/2025.emnlp-main.710",
    pages = "14063--14082",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hyun-kim-2025-retrieval,
    title = "Retrieval Enhanced Feedback via In-context Neural Error-book",
    author = "Hyun, Jongyeop  and
      Kim, Bumsoo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.711/",
    doi = "10.18653/v1/2025.emnlp-main.711",
    pages = "14083--14098",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yu-etal-2025-improve,
    title = "Improve {LLM}-as-a-Judge Ability as a General Ability",
    author = "Yu, Jiachen  and
      Sun, Shaoning  and
      Hu, Xiaohui  and
      Yan, Jiaxu  and
      Yu, Kaidong  and
      Li, Xuelong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.712/",
    doi = "10.18653/v1/2025.emnlp-main.712",
    pages = "14099--14115",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ruan-etal-2025-g2,
    title = "G2: Guided Generation for Enhanced Output Diversity in {LLM}s",
    author = "Ruan, Zhiwen  and
      Li, Yixia  and
      Liu, Yefeng  and
      Chen, Yun  and
      Luo, Weihua  and
      Li, Peng  and
      Liu, Yang  and
      Chen, Guanhua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.713/",
    doi = "10.18653/v1/2025.emnlp-main.713",
    pages = "14116--14134",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xie-etal-2025-toolsafety,
    title = "{T}ool{S}afety: A Comprehensive Dataset for Enhancing Safety in {LLM}-Based Agent Tool Invocations",
    author = "Xie, Yuejin  and
      Yuan, Youliang  and
      Wang, Wenxuan  and
      Mo, Fan  and
      Guo, Jianmin  and
      He, Pinjia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.714/",
    doi = "10.18653/v1/2025.emnlp-main.714",
    pages = "14135--14156",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cho-etal-2025-learning,
    title = "Learning to See through Sound: From {V}gg{C}aps to {M}ulti2{C}ap for Richer Automated Audio Captioning",
    author = "Cho, Sangyeon  and
      Kim, Mingi  and
      Hwang, Jinkwon  and
      Go, Jaehoon  and
      Ma, Minuk  and
      Yoon, Sunjae  and
      Kim, Junyeong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.715/",
    doi = "10.18653/v1/2025.emnlp-main.715",
    pages = "14157--14175",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-xiong-2025-towards,
    title = "Towards Optimal Evaluation Efficiency for Large Language Models",
    author = "Li, Guohong  and
      Xiong, Deyi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.716/",
    doi = "10.18653/v1/2025.emnlp-main.716",
    pages = "14176--14183",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hu-etal-2025-mmapg,
    title = "{MMAPG}: A Training-Free Framework for Multimodal Multi-hop Question Answering via Adaptive Planning Graphs",
    author = "Hu, Yiheng  and
      Wang, Xiaoyang  and
      Liu, Qing  and
      Xu, Xiwei  and
      Fu, Qian  and
      Zhang, Wenjie  and
      Zhu, Liming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.717/",
    doi = "10.18653/v1/2025.emnlp-main.717",
    pages = "14184--14200",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{eo-etal-2025-mixture,
    title = "Mixture-of-Clustered-Experts: Advancing Expert Specialization and Generalization in Instruction Tuning",
    author = "Eo, Sugyeong  and
      Lee, Jung Jun  and
      Park, Chanjun  and
      Lim, Heuiseok",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.718/",
    doi = "10.18653/v1/2025.emnlp-main.718",
    pages = "14201--14212",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ye-etal-2025-process,
    title = "Process-Supervised Reinforcement Learning for Code Generation",
    author = "Ye, Yufan  and
      Zhang, Ting  and
      Jiang, Wenbin  and
      Huang, Hua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.719/",
    doi = "10.18653/v1/2025.emnlp-main.719",
    pages = "14213--14226",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{song-gardent-2025-mucal,
    title = "{M}u{CAL}: Contrastive Alignment for Preference-Driven {KG}-to-Text Generation",
    author = "Song, Yifei  and
      Gardent, Claire",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.720/",
    doi = "10.18653/v1/2025.emnlp-main.720",
    pages = "14227--14270",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-advancing,
    title = "Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models",
    author = "Wang, Wei  and
      Li, Zhaowei  and
      Xu, Qi  and
      Li, Linfeng  and
      Cai, YiQing  and
      Jiang, Botian  and
      Song, Hang  and
      Hu, Xingcan  and
      Wang, Pengyu  and
      Xiao, Li",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.721/",
    doi = "10.18653/v1/2025.emnlp-main.721",
    pages = "14271--14290",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-thought,
    title = "Thought calibration: Efficient and confident test-time scaling",
    author = "Wu, Menghua  and
      Zhou, Cai  and
      Bates, Stephen  and
      Jaakkola, Tommi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.722/",
    doi = "10.18653/v1/2025.emnlp-main.722",
    pages = "14291--14305",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cheng-etal-2025-llms,
    title = "Can {LLM}s Reason Abstractly Over Math Word Problems Without {C}o{T}? Disentangling Abstract Formulation From Arithmetic Computation",
    author = "Cheng, Ziling  and
      Cao, Meng  and
      Pishdad, Leila  and
      Cao, Yanshuai  and
      Cheung, Jackie CK",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.723/",
    doi = "10.18653/v1/2025.emnlp-main.723",
    pages = "14306--14333",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-qcrd,
    title = "{QCRD}: Quality-guided Contrastive Rationale Distillation for Large Language Models",
    author = "Wang, Wei  and
      Li, Zhaowei  and
      Xu, Qi  and
      Cai, YiQing  and
      Song, Hang  and
      Qi, Qi  and
      Zhou, Ran  and
      Huang, Zhida  and
      Wang, Tao  and
      Xiao, Li",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.724/",
    doi = "10.18653/v1/2025.emnlp-main.724",
    pages = "14334--14345",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-sharp,
    title = "{SHARP}: Steering Hallucination in {LVLM}s via Representation Engineering",
    author = "Wu, Junfei  and
      Ding, Yue  and
      Liu, Guofan  and
      Xia, Tianze  and
      Huang, Ziyue  and
      Sui, Dianbo  and
      Liu, Qiang  and
      Wu, Shu  and
      Wang, Liang  and
      Tan, Tieniu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.725/",
    doi = "10.18653/v1/2025.emnlp-main.725",
    pages = "14346--14361",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{woo-etal-2025-think,
    title = "Think, Verbalize, then Speak: Bridging Complex Thoughts and Comprehensible Speech",
    author = "Woo, Tony  and
      Lee, Sehun  and
      Kim, Kang-wook  and
      Kim, Gunhee",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.726/",
    doi = "10.18653/v1/2025.emnlp-main.726",
    pages = "14362--14379",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shrestha-etal-2025-warm,
    title = "Warm Up Before You Train: Unlocking General Reasoning in Resource-Constrained Settings",
    author = "Shrestha, Safal  and
      Kim, Minwu  and
      Nepal, Aadim  and
      Shrestha, Anubhav  and
      Ross, Keith W.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.727/",
    doi = "10.18653/v1/2025.emnlp-main.727",
    pages = "14380--14401",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zheng-etal-2025-pptagent,
    title = "{PPTA}gent: Generating and Evaluating Presentations Beyond Text-to-Slides",
    author = "Zheng, Hao  and
      Guan, Xinyan  and
      Kong, Hao  and
      Zhang, Wenkai  and
      Zheng, Jia  and
      Zhou, Weixiang  and
      Lin, Hongyu  and
      Lu, Yaojie  and
      Han, Xianpei  and
      Sun, Le",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.728/",
    doi = "10.18653/v1/2025.emnlp-main.728",
    pages = "14402--14418",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{guo-etal-2025-swam,
    title = "{SWAM}: Adaptive Sliding Window and Memory-Augmented Attention Model for Rumor Detection",
    author = "Guo, Mei  and
      Chen, Chen  and
      Hou, Chunyan  and
      Wu, Yike  and
      Yuan, Xiaojie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.729/",
    doi = "10.18653/v1/2025.emnlp-main.729",
    pages = "14419--14430",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tan-etal-2025-hydrarag,
    title = "{H}ydra{RAG}: Structured Cross-Source Enhanced Large Language Model Reasoning",
    author = "Tan, Xingyu  and
      Wang, Xiaoyang  and
      Liu, Qing  and
      Xu, Xiwei  and
      Yuan, Xin  and
      Zhu, Liming  and
      Zhang, Wenjie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.730/",
    doi = "10.18653/v1/2025.emnlp-main.730",
    pages = "14431--14459",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-vrope,
    title = "{VR}o{PE}: Rotary Position Embedding for Video Large Language Models",
    author = "Liu, Zikang  and
      Guo, Longteng  and
      Tang, Yepeng  and
      Yue, Tongtian  and
      Cai, Junxian  and
      Ma, Kai  and
      Liu, Qingbin  and
      Chen, Xi  and
      Liu, Jing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.731/",
    doi = "10.18653/v1/2025.emnlp-main.731",
    pages = "14460--14472",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{duan-etal-2025-scinlp,
    title = "{S}ci{NLP}: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in {NLP}",
    author = "Duan, Decheng  and
      Peng, Jitong  and
      Zhang, Yingyi  and
      Zhang, Chengzhi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.732/",
    doi = "10.18653/v1/2025.emnlp-main.732",
    pages = "14473--14486",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-think,
    title = "Think and Recall: Layer-Level Prompting for Lifelong Model Editing",
    author = "Wang, Jinke  and
      Ying, Zenan  and
      Liu, Qi  and
      Chen, Wei  and
      Xu, Tong  and
      Hou, Huijun  and
      Zheng, Zhi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.733/",
    doi = "10.18653/v1/2025.emnlp-main.733",
    pages = "14487--14502",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{djanibekov-etal-2025-spirit,
    title = "{SPIRIT}: Patching Speech Language Models against Jailbreak Attacks",
    author = "Djanibekov, Amirbek  and
      Mukhituly, Nurdaulet  and
      Inui, Kentaro  and
      Aldarmaki, Hanan  and
      Lukas, Nils",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.734/",
    doi = "10.18653/v1/2025.emnlp-main.734",
    pages = "14503--14520",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liangyu-etal-2025-fire,
    title = "{FIRE}: Flexible Integration of Data Quality Ratings for Effective Pretraining",
    author = "Liangyu, Xu  and
      Zhang, Xuemiao  and
      Duan, Feiyu  and
      Wang, Sirui  and
      Weng, Rongxiang  and
      Wang, Jingang  and
      Cai, Xunliang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.735/",
    doi = "10.18653/v1/2025.emnlp-main.735",
    pages = "14521--14541",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{calderon-etal-2025-multi,
    title = "Multi-Domain Explainability of Preferences",
    author = "Calderon, Nitay  and
      Ein-Dor, Liat  and
      Reichart, Roi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.736/",
    doi = "10.18653/v1/2025.emnlp-main.736",
    pages = "14542--14575",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-tuning,
    title = "Tuning Less, Prompting More: In-Context Preference Learning Pipeline for Natural Language Transformation",
    author = "Yang, Shuyun  and
      Zhang, Yan  and
      Ye, Zhengmao  and
      Duan, Lei  and
      Tang, Mingjie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.737/",
    doi = "10.18653/v1/2025.emnlp-main.737",
    pages = "14576--14587",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{paul-etal-2025-il,
    title = "{IL}-{PCSR}: Legal Corpus for Prior Case and Statute Retrieval",
    author = "Paul, Shounak  and
      Ghumare, Dhananjay  and
      Goyal, Pawan  and
      Ghosh, Saptarshi  and
      Modi, Ashutosh",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.738/",
    doi = "10.18653/v1/2025.emnlp-main.738",
    pages = "14588--14611",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{he-etal-2025-esgenius,
    title = "{ESG}enius: Benchmarking {LLM}s on Environmental, Social, and Governance ({ESG}) and Sustainability Knowledge",
    author = "He, Chaoyue  and
      Zhou, Xin  and
      Wu, Yi  and
      Yu, Xinjia  and
      Zhang, Yan  and
      Zhang, Lei  and
      Wang, Di  and
      Lyu, Shengfei  and
      Xu, Hong  and
      Xiaoqiao, Wang  and
      Liu, Wei  and
      Miao, Chunyan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.739/",
    doi = "10.18653/v1/2025.emnlp-main.739",
    pages = "14612--14653",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-sememic,
    title = "How Sememic Components Can Benefit Link Prediction for Lexico-Semantic Knowledge Graphs?",
    author = "Wang, Hansi  and
      Wang, Yue  and
      Liang, Qiliang  and
      Liu, Yang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.740/",
    doi = "10.18653/v1/2025.emnlp-main.740",
    pages = "14654--14673",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jiang-etal-2025-wise,
    title = "{WISE}: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal {LLM}s in Image Classification",
    author = "Jiang, Yiwen  and
      Mehta, Deval  and
      Yan, Siyuan  and
      Shen, Yaling  and
      Wang, Zimu  and
      Ge, Zongyuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.741/",
    doi = "10.18653/v1/2025.emnlp-main.741",
    pages = "14674--14685",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{joshi-etal-2025-calibration,
    title = "Calibration Across Layers: Understanding Calibration Evolution in {LLM}s",
    author = "Joshi, Abhinav  and
      Ahmad, Areeb  and
      Modi, Ashutosh",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.742/",
    doi = "10.18653/v1/2025.emnlp-main.742",
    pages = "14686--14714",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ramezani-xu-2025-discordance,
    title = "The discordance between embedded ethics and cultural inference in large language models",
    author = "Ramezani, Aida  and
      Xu, Yang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.743/",
    doi = "10.18653/v1/2025.emnlp-main.743",
    pages = "14715--14736",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xu-etal-2025-ssa,
    title = "{SSA}: Semantic Contamination of {LLM}-Driven Fake News Detection",
    author = "Xu, Cheng  and
      Yan, Nan  and
      Guan, Shuhao  and
      Mei, Yuke  and
      Kechadi, Tahar",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.744/",
    doi = "10.18653/v1/2025.emnlp-main.744",
    pages = "14737--14751",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-logits,
    title = "Logits-Based Finetuning",
    author = "Li, Jingyao  and
      Yang, Senqiao  and
      Wu, Sitong  and
      Shi, Han  and
      Zheng, Chuanyang  and
      Xu, Hong  and
      Jia, Jiaya",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.745/",
    doi = "10.18653/v1/2025.emnlp-main.745",
    pages = "14752--14764",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-stare,
    title = "{STARE} at the Structure: Steering {ICL} Exemplar Selection with Structural Alignment",
    author = "Li, Jiaqian  and
      Hu, Qisheng  and
      Li, Jing  and
      Wang, Wenya",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.746/",
    doi = "10.18653/v1/2025.emnlp-main.746",
    pages = "14765--14782",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{fan-etal-2025-ppc,
    title = "{PPC}-{GPT}: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation",
    author = "Fan, Tao  and
      Ma, Guoqiang  and
      Song, Yuanfeng  and
      Fan, Lixin  and
      Yang, Qiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.747/",
    doi = "10.18653/v1/2025.emnlp-main.747",
    pages = "14783--14794",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chan-etal-2025-efficient,
    title = "Efficient Beam Search for Large Language Models Using Trie-Based Decoding",
    author = "Chan, Brian J  and
      Huang, Mao-xun  and
      Cheng, Jui-Hung  and
      Chen, Chao-Ting  and
      Huang, Hen-Hsen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.748/",
    doi = "10.18653/v1/2025.emnlp-main.748",
    pages = "14795--14807",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{balaga-etal-2025-power,
    title = "Power doesn{'}t reside in size: A Low Parameter Hybrid Language Model ({HLM}) for Sentiment Analysis in Code-mixed data",
    author = "Balaga, Pavan Sai  and
      Karthik, Nagasamudram  and
      Vishwanath, Challa  and
      Sharma, Raksha  and
      Murthy, Rudra  and
      Mittal, Ashish",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.749/",
    doi = "10.18653/v1/2025.emnlp-main.749",
    pages = "14808--14816",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hobson-etal-2025-evaluating,
    title = "Evaluating Taxonomy Free Character Role Labeling ({TF}-{CRL}) in News Stories using Large Language Models",
    author = "Hobson, David G  and
      Ruths, Derek  and
      Piper, Andrew",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.750/",
    doi = "10.18653/v1/2025.emnlp-main.750",
    pages = "14817--14839",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kim-etal-2025-mirror,
    title = "{MIRROR}: Multimodal Cognitive Reframing Therapy for Rolling with Resistance",
    author = "Kim, Subin  and
      Kim, Hoonrae  and
      Lee, Jihyun  and
      Jeon, Yejin  and
      Lee, Gary",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.751/",
    doi = "10.18653/v1/2025.emnlp-main.751",
    pages = "14840--14869",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{deng-etal-2025-retail,
    title = "{RETAIL}: Towards Real-world Travel Planning for Large Language Models",
    author = "Deng, Bin  and
      Feng, Yizhe  and
      Liu, Zeming  and
      Wei, Qing  and
      Zhu, Xiangrong  and
      Chen, Shuai  and
      Guo, Yuanfang  and
      Wang, Yunhong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.752/",
    doi = "10.18653/v1/2025.emnlp-main.752",
    pages = "14870--14902",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{nguyen-etal-2025-unraveling,
    title = "Unraveling Interwoven Roles of Large Language Models in Authorship Privacy: Obfuscation, Mimicking, and Verification",
    author = "Nguyen, Tuc  and
      Hu, Yifan  and
      Le, Thai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.753/",
    doi = "10.18653/v1/2025.emnlp-main.753",
    pages = "14903--14919",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{elle-2025-reward,
    title = "Reward Model Perspectives: Whose Opinions Do Reward Models Reward?",
    author = "Elle",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.754/",
    doi = "10.18653/v1/2025.emnlp-main.754",
    pages = "14920--14944",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lu-etal-2025-flrc,
    title = "{FLRC}: Fine-grained Low-Rank Compressor for Efficient {LLM} Inference",
    author = "Lu, Yu-Chen  and
      Chen, Chong-Yan  and
      Chang, Chi-Chih  and
      Hu, Yu-Fang  and
      Wu, Kai-Chiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.755/",
    doi = "10.18653/v1/2025.emnlp-main.755",
    pages = "14945--14955",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tanwar-etal-2025-know,
    title = "Do You Know About My Nation? Investigating Multilingual Language Models' Cultural Literacy Through Factual Knowledge",
    author = "Tanwar, Eshaan  and
      Chatterjee, Anwoy  and
      Saxon, Michael  and
      Albalak, Alon  and
      Wang, William Yang  and
      Chakraborty, Tanmoy",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.756/",
    doi = "10.18653/v1/2025.emnlp-main.756",
    pages = "14956--14979",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-coevo,
    title = "{C}o{E}vo: Coevolution of {LLM} and Retrieval Model for Domain-Specific Information Retrieval",
    author = "Li, Ang  and
      Wu, Yiquan  and
      Hu, Yinghao  and
      Qing, Lizhi  and
      Wang, Shihang  and
      Liu, Chengyuan  and
      Wu, Tao  and
      Jatowt, Adam  and
      Cai, Ming  and
      Wu, Fei  and
      Kuang, Kun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.757/",
    doi = "10.18653/v1/2025.emnlp-main.757",
    pages = "14980--14999",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-conan,
    title = "Conan-Embedding-v2: Training an {LLM} from Scratch for Text Embeddings",
    author = "Li, Shiyu  and
      Tang, Yang  and
      Liu, Ruijie  and
      Chen, Shi-Zhe  and
      Chen, Xi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.758/",
    doi = "10.18653/v1/2025.emnlp-main.758",
    pages = "15000--15016",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-vision-language,
    title = "Vision-and-Language Navigation with Analogical Textual Descriptions in {LLM}s",
    author = "Zhang, Yue  and
      Ma, Tianyi  and
      Wang, Zun  and
      Qiao, Yanyuan  and
      Kordjamshidi, Parisa",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.759/",
    doi = "10.18653/v1/2025.emnlp-main.759",
    pages = "15017--15025",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-mucar,
    title = "{MUCAR}: Benchmarking Multilingual Cross-Modal Ambiguity Resolution for Multimodal Large Language Models",
    author = "Wang, Xiaolong  and
      Kang, Zhaolu  and
      Zhai, Wangyuxuan  and
      Lou, Xinyue  and
      Lai, Yunghwei  and
      Wang, Ziyue  and
      Wang, Yawen  and
      Huang, Kaiyu  and
      Wang, Yile  and
      Li, Peng  and
      Liu, Yang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.760/",
    doi = "10.18653/v1/2025.emnlp-main.760",
    pages = "15026--15048",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chang-etal-2025-mind,
    title = "Mind the Gap: How {B}aby{LM}s Learn Filler-Gap Dependencies",
    author = "Chang, Chi-Yun  and
      Huang, Xueyang  and
      Nasir, Humaira  and
      Storks, Shane  and
      Akingbade, Olawale  and
      Dai, Huteng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.761/",
    doi = "10.18653/v1/2025.emnlp-main.761",
    pages = "15049--15065",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lu-etal-2025-paths,
    title = "Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline",
    author = "Lu, Meng  and
      Zhang, Ruochen  and
      Eickhoff, Carsten  and
      Pavlick, Ellie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.762/",
    doi = "10.18653/v1/2025.emnlp-main.762",
    pages = "15066--15096",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kardkovacs-etal-2025-btc,
    title = "{BTC}-{SAM}: Leveraging {LLM}s for Generation of Bias Test Cases for Sentiment Analysis Models",
    author = "Kardkov{\'a}cs, Zsolt T.  and
      Djennane, Lynda  and
      Field, Anna  and
      Benatallah, Boualem  and
      Gaci, Yacine  and
      Casati, Fabio  and
      Gaaloul, Walid",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.763/",
    doi = "10.18653/v1/2025.emnlp-main.763",
    pages = "15097--15113",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{han-etal-2025-debate,
    title = "Debate-to-Detect: Reformulating Misinformation Detection as a Real-World Debate with Large Language Models",
    author = "Han, Chen  and
      Zheng, Wenzhen  and
      Tang, Xijin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.764/",
    doi = "10.18653/v1/2025.emnlp-main.764",
    pages = "15114--15129",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ni-etal-2025-controllable,
    title = "Controllable Memorization in {LLM}s via Weight Pruning",
    author = "Ni, Chenjie  and
      Wang, Zhepeng  and
      Bao, Runxue  and
      Gao, Shangqian  and
      Zhang, Yanfu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.765/",
    doi = "10.18653/v1/2025.emnlp-main.765",
    pages = "15130--15145",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{acharya-etal-2025-tracing,
    title = "Tracing {L}1 Interference in {E}nglish Learner Writing: A Longitudinal Corpus with Error Annotations",
    author = "Acharya, Poorvi  and
      Liebl, J. Elizabeth  and
      Goswami, Dhiman  and
      North, Kai  and
      Zampieri, Marcos  and
      Anastasopoulos, Antonios",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.766/",
    doi = "10.18653/v1/2025.emnlp-main.766",
    pages = "15146--15167",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-dcis,
    title = "{DCIS}: Efficient Length Extrapolation of {LLM}s via Divide-and-Conquer Scaling Factor Search",
    author = "Yang, Lei  and
      Xu, Shaoyang  and
      Peng, Jianxiang  and
      Zhu, Shaolin  and
      Xiong, Deyi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.767/",
    doi = "10.18653/v1/2025.emnlp-main.767",
    pages = "15168--15182",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yao-etal-2025-spotlight,
    title = "Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation",
    author = "Yao, Jiayu  and
      Liu, Shenghua  and
      Wang, Yiwei  and
      Mei, Lingrui  and
      Bi, Baolong  and
      Ge, Yuyao  and
      Li, Zhecheng  and
      Cheng, Xueqi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.768/",
    doi = "10.18653/v1/2025.emnlp-main.768",
    pages = "15183--15193",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{singh-etal-2025-lets,
    title = "Let{'}s Play Across Cultures: A Large Multilingual, Multicultural Benchmark for Assessing Language Models' Understanding of Sports",
    author = "Singh, Punit Kumar  and
      Kumar, Nishant  and
      Ghosh, Akash  and
      Pasad, Kunal  and
      Soni, Khushi  and
      Jaishwal, Manisha  and
      Saha, Sriparna  and
      Alfarozi, Syukron Abu Ishaq  and
      Abagissa, Asres Temam  and
      Pasupa, Kitsuchart  and
      Yang, Haiqin  and
      Moreno, Jose G",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.769/",
    doi = "10.18653/v1/2025.emnlp-main.769",
    pages = "15194--15241",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-multilingual-federated,
    title = "Multilingual Federated Low-Rank Adaptation for Collaborative Content Anomaly Detection across Multilingual Social Media Participants",
    author = "Li, Jiaxin  and
      Zhao, Geng  and
      Zhang, Xiaoci",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.770/",
    doi = "10.18653/v1/2025.emnlp-main.770",
    pages = "15242--15262",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{acharya-etal-2025-m3retrieve,
    title = "{M}3{R}etrieve: Benchmarking Multimodal Retrieval for Medicine",
    author = "Acharya, Arkadeep  and
      Ghosh, Akash  and
      Verma, Pradeepika  and
      Pasupa, Kitsuchart  and
      Saha, Sriparna  and
      Singh, Dr Priti",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.771/",
    doi = "10.18653/v1/2025.emnlp-main.771",
    pages = "15263--15276",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-ito-2025-hidden,
    title = "The Hidden Strength of Disagreement: Unraveling the Consensus-Diversity Tradeoff in Adaptive Multi-Agent Systems",
    author = "Wu, Zengqing  and
      Ito, Takayuki",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.772/",
    doi = "10.18653/v1/2025.emnlp-main.772",
    pages = "15277--15297",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{uban-etal-2025-friend,
    title = "Friend or Foe? A Computational Investigation of Semantic False {F}riends across {R}omance Languages",
    author = "Uban, Ana Sabina  and
      Dinu, Liviu P  and
      Iordache, Ioan-Bogdan  and
      Georgescu, Simona  and
      Vlad, Claudia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.773/",
    doi = "10.18653/v1/2025.emnlp-main.773",
    pages = "15298--15312",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kim-etal-2025-klaad,
    title = "{KLAAD}: Refining Attention Mechanisms to Reduce Societal Bias in Generative Language Models",
    author = "Kim, Seorin  and
      Lee, Dongyoung  and
      Lee, Jaejin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.774/",
    doi = "10.18653/v1/2025.emnlp-main.774",
    pages = "15313--15334",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-semob,
    title = "{S}e{M}ob: Semantic Synthesis for Dynamic Urban Mobility Prediction",
    author = "Chen, Runfei  and
      Jiang, Shuyang  and
      Huang, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.775/",
    doi = "10.18653/v1/2025.emnlp-main.775",
    pages = "15335--15355",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cheng-etal-2025-dyepack,
    title = "{D}ye{P}ack: Provably Flagging Test Set Contamination in {LLM}s Using Backdoors",
    author = "Cheng, Yize  and
      Wang, Wenxiao  and
      Moayeri, Mazda  and
      Feizi, Soheil",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.776/",
    doi = "10.18653/v1/2025.emnlp-main.776",
    pages = "15356--15373",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{he-etal-2025-minimal,
    title = "Minimal, Local, and Robust: Embedding-Only Edits for Implicit Bias in {T}2{I} Models",
    author = "He, Feng  and
      Zhang, Chao  and
      Zhao, Zhixue",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.777/",
    doi = "10.18653/v1/2025.emnlp-main.777",
    pages = "15374--15392",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lee-etal-2025-journalism,
    title = "Journalism-Guided Agentic In-context Learning for News Stance Detection",
    author = "Lee, Dahyun  and
      Choi, Jonghyeon  and
      Han, Jiyoung  and
      Park, Kunwoo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.778/",
    doi = "10.18653/v1/2025.emnlp-main.778",
    pages = "15393--15416",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{charpenay-schockaert-2025-less,
    title = "Less Is {M}u{RE}: Revisiting Shallow Knowledge Graph Embeddings",
    author = "Charpenay, Victor  and
      Schockaert, Steven",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.779/",
    doi = "10.18653/v1/2025.emnlp-main.779",
    pages = "15417--15443",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{fu-etal-2025-jailbreak,
    title = "Jailbreak {LLM}s through Internal Stance Manipulation",
    author = "Fu, Shuangjie  and
      Su, Du  and
      Huang, Beining  and
      Sun, Fei  and
      Wang, Jingang  and
      Chen, Wei  and
      Shen, Huawei  and
      Cheng, Xueqi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.780/",
    doi = "10.18653/v1/2025.emnlp-main.780",
    pages = "15444--15459",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{huang-etal-2025-pierce,
    title = "Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis",
    author = "Huang, Haoming  and
      Yan, Yibo  and
      Huo, Jiahao  and
      Zou, Xin  and
      Li, Xinfeng  and
      Wang, Kun  and
      Hu, Xuming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.781/",
    doi = "10.18653/v1/2025.emnlp-main.781",
    pages = "15460--15479",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-complex,
    title = "Complex Numerical Reasoning with Numerical Semantic Pre-training Framework",
    author = "Zhang, Jun  and
      E, Haihong  and
      Hu, Tianyi  and
      Zhu, Yifan  and
      Song, Meina  and
      Luo, Haoran",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.782/",
    doi = "10.18653/v1/2025.emnlp-main.782",
    pages = "15480--15514",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{anuyah-etal-2025-automated,
    title = "Automated Knowledge Graph Construction using Large Language Models and Sentence Complexity Modelling",
    author = "Anuyah, Sydney  and
      Kaushik, Mehedi Mahmud  and
      Dwarampudi, Sri Rama Krishna Reddy  and
      Shiradkar, Rakesh  and
      Durresi, Arjan  and
      Chakraborty, Sunandan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.783/",
    doi = "10.18653/v1/2025.emnlp-main.783",
    pages = "15515--15539",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{al-azani-etal-2025-ontologyrag,
    title = "{O}ntology{RAG}-{Q}: Resource Development and Benchmarking for Retrieval-Augmented Question Answering in Qur{'}anic Tafsir",
    author = "Al-Azani, Sadam  and
      Alowaifeer, Maad  and
      Alhunief, Alhanoof  and
      Abdelali, Ahmed",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.784/",
    doi = "10.18653/v1/2025.emnlp-main.784",
    pages = "15540--15558",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lahnala-etal-2025-practical,
    title = "The Practical Impacts of Theoretical Constructs on Empathy Modeling",
    author = "Lahnala, Allison  and
      Welch, Charles  and
      Jurgens, David  and
      Flek, Lucie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.785/",
    doi = "10.18653/v1/2025.emnlp-main.785",
    pages = "15559--15586",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhou-etal-2025-recbase,
    title = "{R}ec{B}ase: Generative Foundation Model Pretraining for Zero-Shot Recommendation",
    author = "Zhou, Sashuai  and
      Gan, Weinan  and
      Liu, Qijiong  and
      Lei, Ke  and
      Zhu, Jieming  and
      Huang, Hai  and
      Xia, Yan  and
      Tang, Ruiming  and
      Dong, Zhenhua  and
      Zhao, Zhou",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.786/",
    doi = "10.18653/v1/2025.emnlp-main.786",
    pages = "15587--15599",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gajbhiye-etal-2025-grouping,
    title = "Grouping Entities with Shared Properties using Multi-Facet Prompting and Property Embeddings",
    author = "Gajbhiye, Amit  and
      Bailleux, Thomas  and
      Bouraoui, Zied  and
      Espinosa-Anke, Luis  and
      Schockaert, Steven",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.787/",
    doi = "10.18653/v1/2025.emnlp-main.787",
    pages = "15600--15615",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhu-etal-2025-context,
    title = "Context-Aware Hierarchical Taxonomy Generation for Scientific Papers via {LLM}-Guided Multi-Aspect Clustering",
    author = "Zhu, Kun  and
      Liao, Lizi  and
      Gu, Yuxuan  and
      Huang, Lei  and
      Feng, Xiaocheng  and
      Qin, Bing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.788/",
    doi = "10.18653/v1/2025.emnlp-main.788",
    pages = "15616--15634",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kim-etal-2025-benchmark,
    title = "Benchmark Profiling: Mechanistic Diagnosis of {LLM} Benchmarks",
    author = "Kim, Dongjun  and
      Shim, Gyuho  and
      Chun, Yongchan  and
      Kim, Minhyuk  and
      Park, Chanjun  and
      Lim, Heuiseok",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.789/",
    doi = "10.18653/v1/2025.emnlp-main.789",
    pages = "15635--15650",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chang-etal-2025-treereview,
    title = "{T}ree{R}eview: A Dynamic Tree of Questions Framework for Deep and Efficient {LLM}-based Scientific Peer Review",
    author = "Chang, Yuan  and
      Li, Ziyue  and
      Zhang, Hengyuan  and
      Kong, Yuanbo  and
      Wu, Yanru  and
      So, Hayden Kwok-Hay  and
      Guo, Zhijiang  and
      Zhu, Liya  and
      Wong, Ngai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.790/",
    doi = "10.18653/v1/2025.emnlp-main.790",
    pages = "15651--15682",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jang-etal-2025-improving,
    title = "Improving Chemical Understanding of {LLM}s via {SMILES} Parsing",
    author = "Jang, Yunhui  and
      Kim, Jaehyung  and
      Ahn, Sungsoo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.791/",
    doi = "10.18653/v1/2025.emnlp-main.791",
    pages = "15683--15698",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-large-language,
    title = "Can Large Language Models Tackle Graph Partitioning?",
    author = "Wu, Yiheng  and
      Ge, Ningchao  and
      Li, Yanmin  and
      Qian, Liwei  and
      Zhu, Mengna  and
      Yang, Haoyu  and
      Chen, Haiwen  and
      Wu, Jibing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.792/",
    doi = "10.18653/v1/2025.emnlp-main.792",
    pages = "15699--15719",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{fang-etal-2025-see,
    title = "To See a World in a Spark of Neuron: Disentangling Multi-Task Interference for Training-Free Model Merging",
    author = "Fang, Zitao  and
      Du, Guodong  and
      Yu, Shuyang  and
      Guo, Yifei  and
      Zhang, Yiwei  and
      Cao, Yiyao  and
      Li, Jing  and
      Tang, Ho-Kin  and
      Goh, Sim Kuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.793/",
    doi = "10.18653/v1/2025.emnlp-main.793",
    pages = "15720--15740",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{nguyen-etal-2025-read,
    title = "What You Read Isn{'}t What You Hear: Linguistic Sensitivity in Deepfake Speech Detection",
    author = "Nguyen, Binh  and
      Shi, Shuju  and
      Ofman, Ryan  and
      Le, Thai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.794/",
    doi = "10.18653/v1/2025.emnlp-main.794",
    pages = "15741--15755",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{luo-etal-2025-task,
    title = "Task-Aware Resolution Optimization for Visual Large Language Models",
    author = "Luo, Weiqing  and
      Tan, Zhen  and
      Li, Yifan  and
      Zhao, Xinyu  and
      Lee, Kwonjoon  and
      Dariush, Behzad  and
      Chen, Tianlong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.795/",
    doi = "10.18653/v1/2025.emnlp-main.795",
    pages = "15756--15770",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lee-etal-2025-checkeval,
    title = "{C}heck{E}val: A reliable {LLM}-as-a-Judge framework for evaluating text generation using checklists",
    author = "Lee, Yukyung  and
      Kim, JoongHoon  and
      Kim, Jaehee  and
      Cho, Hyowon  and
      Kang, Jaewook  and
      Kang, Pilsung  and
      Kim, Najoung",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.796/",
    doi = "10.18653/v1/2025.emnlp-main.796",
    pages = "15771--15798",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-iii-2025-necessary,
    title = "A Necessary Step toward Faithfulness: Measuring and Improving Consistency in Free-Text Explanations",
    author = "Zhao, Lingjun  and
      Iii, Hal Daum{\'e}",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.797/",
    doi = "10.18653/v1/2025.emnlp-main.797",
    pages = "15799--15813",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ma-etal-2025-boosting,
    title = "Boosting Multi-modal Keyphrase Prediction with Dynamic Chain-of-Thought in Vision-Language Models",
    author = "Ma, Qihang  and
      Li, Shengyu  and
      Tang, Jie  and
      Yang, Dingkang  and
      Chen, Shaodong  and
      Zhang, Yingyi  and
      Feng, Chao  and
      Ran, Jiao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.798/",
    doi = "10.18653/v1/2025.emnlp-main.798",
    pages = "15814--15827",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{niu-etal-2025-chart2code53,
    title = "{C}hart2{C}ode53: A Large-Scale Diverse and Complex Dataset for Enhancing Chart-to-Code Generation",
    author = "Niu, Tianhao  and
      Cui, Yiming  and
      Wang, Baoxin  and
      Xu, Xiao  and
      Yao, Xin  and
      Zhu, Qingfu  and
      Wu, Dayong  and
      Wang, Shijin  and
      Che, Wanxiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.799/",
    doi = "10.18653/v1/2025.emnlp-main.799",
    pages = "15828--15844",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yong-etal-2025-state,
    title = "The State of Multilingual {LLM} Safety Research: From Measuring The Language Gap To Mitigating It",
    author = "Yong, Zheng Xin  and
      Ermis, Beyza  and
      Fadaee, Marzieh  and
      Bach, Stephen  and
      Kreutzer, Julia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.800/",
    doi = "10.18653/v1/2025.emnlp-main.800",
    pages = "15845--15860",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chaturvedi-etal-2025-aip,
    title = "{AIP}: Subverting Retrieval-Augmented Generation via Adversarial Instructional Prompt",
    author = "Chaturvedi, Saket Sanjeev  and
      Bagwe, Gaurav  and
      Zhang, Lan Emily  and
      Yuan, Xiaoyong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.801/",
    doi = "10.18653/v1/2025.emnlp-main.801",
    pages = "15861--15878",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{huang-etal-2025-capabilities,
    title = "From Capabilities to Performance: Evaluating Key Functional Properties of {LLM} Architectures in Penetration Testing",
    author = "Huang, Lanxiao  and
      Dave, Daksh  and
      Cody, Tyler  and
      Beling, Peter A.  and
      Jin, Ming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.802/",
    doi = "10.18653/v1/2025.emnlp-main.802",
    pages = "15879--15905",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{durrani-etal-2025-editing,
    title = "Editing Across Languages: A Survey of Multilingual Knowledge Editing",
    author = "Durrani, Nadir  and
      Mousi, Basel  and
      Dalvi, Fahim",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.803/",
    doi = "10.18653/v1/2025.emnlp-main.803",
    pages = "15906--15918",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bagwe-etal-2025-rag,
    title = "Your {RAG} is Unfair: Exposing Fairness Vulnerabilities in Retrieval-Augmented Generation via Backdoor Attacks",
    author = "Bagwe, Gaurav  and
      Chaturvedi, Saket Sanjeev  and
      Ma, Xiaolong  and
      Yuan, Xiaoyong  and
      Wang, Kuang-Ching  and
      Zhang, Lan Emily",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.804/",
    doi = "10.18653/v1/2025.emnlp-main.804",
    pages = "15919--15937",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{vejendla-2025-drift,
    title = "Drift-Adapter: A Practical Approach to Near Zero-Downtime Embedding Model Upgrades in Vector Databases",
    author = "Vejendla, Harshil",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.805/",
    doi = "10.18653/v1/2025.emnlp-main.805",
    pages = "15938--15949",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-staircase,
    title = "The Staircase of Ethics: Probing {LLM} Value Priorities through Multi-Step Induction to Complex Moral Dilemmas",
    author = "Wu, Ya  and
      Sheng, Qiang  and
      Wang, Danding  and
      Yang, Guang  and
      Sun, Yifan  and
      Wang, Zhengjia  and
      Bu, Yuyan  and
      Cao, Juan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.806/",
    doi = "10.18653/v1/2025.emnlp-main.806",
    pages = "15950--15970",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{vejendla-2025-slicemoe,
    title = "{S}lice{M}o{E}: Routing Embedding Slices Instead of Tokens for Fine-Grained and Balanced Transformer Scaling",
    author = "Vejendla, Harshil",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.807/",
    doi = "10.18653/v1/2025.emnlp-main.807",
    pages = "15971--15978",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhou-etal-2025-reso,
    title = "{R}e{S}o: A Reward-driven Self-organizing {LLM}-based Multi-Agent System for Reasoning Tasks",
    author = "Zhou, Heng  and
      Geng, Hejia  and
      Xue, Xiangyuan  and
      Kang, Li  and
      Qin, Yiran  and
      Wang, Zhiyong  and
      Yin, Zhenfei  and
      Bai, Lei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.808/",
    doi = "10.18653/v1/2025.emnlp-main.808",
    pages = "15979--15998",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shi-etal-2025-constraintllm,
    title = "{C}onstraint{LLM}: A Neuro-Symbolic Framework for Industrial-Level Constraint Programming",
    author = "Shi, Weichun  and
      Liu, Minghao  and
      Zhang, Wanting  and
      Shi, Langchen  and
      Jia, Fuqi  and
      Ma, Feifei  and
      Zhang, Jian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.809/",
    doi = "10.18653/v1/2025.emnlp-main.809",
    pages = "15999--16019",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lim-etal-2025-visescape,
    title = "{V}is{E}scape: A Benchmark for Evaluating Exploration-driven Decision-making in Virtual Escape Rooms",
    author = "Lim, Seungwon  and
      Kim, Sungwoong  and
      Yu, Jihwan  and
      Lee, Sungjae  and
      Chung, Jiwan  and
      Yu, Youngjae",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.810/",
    doi = "10.18653/v1/2025.emnlp-main.810",
    pages = "16020--16047",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{madani-srihari-2025-esc,
    title = "{ESC}-Judge: A Framework for Comparing Emotional Support Conversational Agents",
    author = "Madani, Navid  and
      Srihari, Rohini",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.811/",
    doi = "10.18653/v1/2025.emnlp-main.811",
    pages = "16048--16065",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{huang-etal-2025-neuron,
    title = "Neuron-Level Differentiation of Memorization and Generalization in Large Language Models",
    author = "Huang, Ko-Wei  and
      Fu, Yi-Fu  and
      Tsai, Ching-Yu  and
      Tu, Yu-Chieh  and
      Cheng, Tzu-ling  and
      Lin, Cheng-Yu  and
      Yang, Yi-Ting  and
      Liu, Heng-Yi  and
      Liao, Keng-Te  and
      Juan, Da-Cheng  and
      Lin, Shou-De",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.812/",
    doi = "10.18653/v1/2025.emnlp-main.812",
    pages = "16066--16080",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-sparse-neurons,
    title = "Sparse Neurons Carry Strong Signals of Question Ambiguity in {LLM}s",
    author = "Zhang, Zhuoxuan  and
      Duan, Jinhao  and
      Kim, Edward  and
      Xu, Kaidi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.813/",
    doi = "10.18653/v1/2025.emnlp-main.813",
    pages = "16081--16099",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sinhamahapatra-niehues-2025-slides,
    title = "Do Slides Help? Multi-modal Context for Automatic Transcription of Conference Talks",
    author = "Sinhamahapatra, Supriti  and
      Niehues, Jan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.814/",
    doi = "10.18653/v1/2025.emnlp-main.814",
    pages = "16100--16110",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yan-jia-2025-promote,
    title = "Promote, Suppress, Iterate: How Language Models Answer One-to-Many Factual Queries",
    author = "Yan, Tianyi Lorena  and
      Jia, Robin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.815/",
    doi = "10.18653/v1/2025.emnlp-main.815",
    pages = "16111--16134",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ravi-etal-2025-sight,
    title = "Out of Sight, Not Out of Context? Egocentric Spatial Reasoning in {VLM}s Across Disjoint Frames",
    author = "Ravi, Sahithya  and
      Sarch, Gabriel Herbert  and
      Vineet, Vibhav  and
      Wilson, Andrew D  and
      Kumaravel, Balasaravanan Thoravi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.816/",
    doi = "10.18653/v1/2025.emnlp-main.816",
    pages = "16135--16150",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tang-etal-2025-enhancing,
    title = "Enhancing Chain-of-Thought Reasoning via Neuron Activation Differential Analysis",
    author = "Tang, Yiru  and
      Zhou, Kun  and
      Min, Yingqian  and
      Zhao, Wayne Xin  and
      Sha, Jing  and
      Sheng, Zhichao  and
      Wang, Shijin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.817/",
    doi = "10.18653/v1/2025.emnlp-main.817",
    pages = "16151--16159",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hashmat-etal-2025-pakbbq,
    title = "{P}ak{BBQ}: A Culturally Adapted Bias Benchmark for {QA}",
    author = "Hashmat, Abdullah  and
      Mirza, Muhammad Arham  and
      Raza, Agha Ali",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.818/",
    doi = "10.18653/v1/2025.emnlp-main.818",
    pages = "16160--16172",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{verma-etal-2025-multiguard,
    title = "{MULTIGUARD}: An Efficient Approach for {AI} Safety Moderation Across Languages and Modalities",
    author = "Verma, Sahil  and
      Hines, Keegan  and
      Bilmes, Jeff  and
      Siska, Charlotte  and
      Zettlemoyer, Luke  and
      Gonen, Hila  and
      Singh, Chandan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.819/",
    doi = "10.18653/v1/2025.emnlp-main.819",
    pages = "16173--16187",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-hawkins-2025-comparing,
    title = "Comparing human and {LLM} politeness strategies in free production",
    author = "Zhao, Haoran  and
      Hawkins, Robert D.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.820/",
    doi = "10.18653/v1/2025.emnlp-main.820",
    pages = "16188--16216",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kwon-etal-2025-astra,
    title = "{ASTRA}: A Negotiation Agent with Adaptive and Strategic Reasoning via Tool-integrated Action for Dynamic Offer Optimization",
    author = "Kwon, Deuksin  and
      Hae, Jiwon  and
      Clift, Emma  and
      Shamsoddini, Daniel  and
      Gratch, Jonathan  and
      Lucas, Gale",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.821/",
    doi = "10.18653/v1/2025.emnlp-main.821",
    pages = "16217--16238",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{aljaafari-etal-2025-carma,
    title = "{CARMA}: Enhanced Compositionality in {LLM}s via Advanced Regularisation and Mutual Information Alignment",
    author = "Aljaafari, Nura  and
      Carvalho, Danilo  and
      Freitas, Andre",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.822/",
    doi = "10.18653/v1/2025.emnlp-main.822",
    pages = "16239--16259",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zeng-etal-2025-mept,
    title = "{MEPT}: Mixture of Expert Prompt Tuning as a Manifold Mapper",
    author = "Zeng, Runjia  and
      Sun, Guangyan  and
      Wang, Qifan  and
      Geng, Tong  and
      Dianat, Sohail  and
      Han, Xiaotian  and
      Rao, Raghuveer  and
      Zhang, Xueling  and
      Han, Cheng  and
      Huang, Lifu  and
      Liu, Dongfang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.823/",
    doi = "10.18653/v1/2025.emnlp-main.823",
    pages = "16260--16280",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bui-etal-2025-kg,
    title = "{KG}-{CQR}: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval",
    author = "Bui, Chi Minh  and
      Thieu, Ngoc Mai  and
      Van Nguyen, Vinh  and
      Jung, Jason J.  and
      Bui, Khac-Hoai Nam",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.824/",
    doi = "10.18653/v1/2025.emnlp-main.824",
    pages = "16281--16298",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{joshi-etal-2025-saber,
    title = "{SABER}: Uncovering Vulnerabilities in Safety Alignment via Cross-Layer Residual Connection",
    author = "Joshi, Maithili  and
      Nandi, Palash  and
      Chakraborty, Tanmoy",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.825/",
    doi = "10.18653/v1/2025.emnlp-main.825",
    pages = "16299--16314",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{long-etal-2025-truthful,
    title = "When Truthful Representations Flip Under Deceptive Instructions?",
    author = "Long, Xianxuan  and
      Fu, Yao  and
      Li, Runchao  and
      Sheng, Mu  and
      Yu, Haotian  and
      Han, Xiaotian  and
      Li, Pan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.826/",
    doi = "10.18653/v1/2025.emnlp-main.826",
    pages = "16315--16335",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{asano-etal-2025-llms,
    title = "Can {LLM}s simulate the same correct solutions to free-response math problems as real students?",
    author = "Asano, Yuya  and
      Litman, Diane  and
      Walker, Erin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.827/",
    doi = "10.18653/v1/2025.emnlp-main.827",
    pages = "16336--16365",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kwon-etal-2025-evaluating,
    title = "Evaluating Behavioral Alignment in Conflict Dialogue: A Multi-Dimensional Comparison of {LLM} Agents and Humans",
    author = "Kwon, Deuksin  and
      Shrestha, Kaleen  and
      Han, Bin  and
      Lee, Elena Hayoung  and
      Lucas, Gale",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.828/",
    doi = "10.18653/v1/2025.emnlp-main.828",
    pages = "16366--16380",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-recall,
    title = "{RECALL}: {RE}presentation-aligned Catastrophic-forgetting {ALL}eviation via Hierarchical Model Merging",
    author = "Wang, Bowen  and
      Wan, Haiyuan  and
      Shi, Liwen  and
      Yang, Chen  and
      He, Peng  and
      Ma, Yue  and
      Han, Haochen  and
      Li, Wenhao  and
      Tan, Tiao  and
      Li, Yongjian  and
      Liu, Fangming  and
      Yifan, Gong  and
      Zhang, Sheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.829/",
    doi = "10.18653/v1/2025.emnlp-main.829",
    pages = "16381--16395",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-just,
    title = "Not-Just-Scaling Laws: Towards a Better Understanding of the Downstream Impact of Language Model Design Decisions",
    author = "Liu, Emmy  and
      Bertsch, Amanda  and
      Sutawika, Lintang  and
      Tjuatja, Lindia  and
      Fernandes, Patrick  and
      Marinov, Lara  and
      Chen, Michael  and
      Singhal, Shreya  and
      Lawrence, Carolin  and
      Raghunathan, Aditi  and
      Gashteovski, Kiril  and
      Neubig, Graham",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.830/",
    doi = "10.18653/v1/2025.emnlp-main.830",
    pages = "16396--16427",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-synthetic,
    title = "Synthetic Socratic Debates: Examining Persona Effects on Moral Decision and Persuasion Dynamics",
    author = "Liu, Jiarui  and
      Song, Yueqi  and
      Xiao, Yunze  and
      Zheng, Mingqian  and
      Tjuatja, Lindia  and
      Schaich Borg, Jana  and
      Diab, Mona T.  and
      Sap, Maarten",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.831/",
    doi = "10.18653/v1/2025.emnlp-main.831",
    pages = "16428--16458",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-linear,
    title = "Linear-Time Demonstration Selection for In-Context Learning via Gradient Estimation",
    author = "Zhang, Ziniu  and
      Zhang, Zhenshuo  and
      Li, Dongyue  and
      Wang, Lu  and
      Dy, Jennifer  and
      Zhang, Hongyang R.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.832/",
    doi = "10.18653/v1/2025.emnlp-main.832",
    pages = "16459--16477",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{meng-koehn-2025-speech,
    title = "Speech Vecalign: an Embedding-based Method for Aligning Parallel Speech Documents",
    author = "Meng, Chutong  and
      Koehn, Philipp",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.833/",
    doi = "10.18653/v1/2025.emnlp-main.833",
    pages = "16478--16494",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{basar-etal-2025-turblimp,
    title = "{T}ur{BL}i{MP}: A {T}urkish Benchmark of Linguistic Minimal Pairs",
    author = "Ba{\c{s}}ar, Ezgi  and
      Padovani, Francesca  and
      Jumelet, Jaap  and
      Bisazza, Arianna",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.834/",
    doi = "10.18653/v1/2025.emnlp-main.834",
    pages = "16495--16510",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{luo-etal-2025-dynamicner,
    title = "{D}ynamic{NER}: A Dynamic, Multilingual, and Fine-Grained Dataset for {LLM}-based Named Entity Recognition",
    author = "Luo, Hanjun  and
      Jin, Yingbin  and
      Wang, Yiran  and
      Li, Xinfeng  and
      Shang, Tong  and
      Liu, Xuecheng  and
      Chen, Ruizhe  and
      Wang, Kun  and
      Salam, Hanan  and
      Wen, Qingsong  and
      Liu, Zuozhu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.835/",
    doi = "10.18653/v1/2025.emnlp-main.835",
    pages = "16511--16535",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{helali-etal-2025-reliable,
    title = "Reliable and Cost-Effective Exploratory Data Analysis via Graph-Guided {RAG}",
    author = "Helali, Mossad  and
      Luo, Yutai  and
      Ham, Tae Jun  and
      Plotts, Jim  and
      Chaugule, Ashwin  and
      Chang, Jichuan  and
      Ranganathan, Parthasarathy  and
      Mansour, Essam",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.836/",
    doi = "10.18653/v1/2025.emnlp-main.836",
    pages = "16536--16553",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yun-etal-2025-med,
    title = "{M}ed-{PRM}: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards",
    author = "Yun, Jaehoon  and
      Sohn, Jiwoong  and
      Park, Jungwoo  and
      Kim, Hyunjae  and
      Tang, Xiangru  and
      Shao, Daniel  and
      Koo, Yong Hoe  and
      Minhyeok, Ko  and
      Chen, Qingyu  and
      Gerstein, Mark  and
      Moor, Michael  and
      Kang, Jaewoo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.837/",
    doi = "10.18653/v1/2025.emnlp-main.837",
    pages = "16554--16571",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhou-etal-2025-graders,
    title = "Graders Should Cheat: Privileged Information Enables Expert-Level Automated Evaluations",
    author = "Zhou, Jin Peng  and
      Arnold, S{\'e}b  and
      Ding, Nan  and
      Weinberger, Kilian Q  and
      Hua, Nan  and
      Sha, Fei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.838/",
    doi = "10.18653/v1/2025.emnlp-main.838",
    pages = "16572--16590",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ge-etal-2025-samule,
    title = "{SAMULE}: Self-Learning Agents Enhanced by Multi-level Reflection",
    author = "Ge, Yubin  and
      Romeo, Salvatore  and
      Cai, Jason  and
      Sunkara, Monica  and
      Zhang, Yi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.839/",
    doi = "10.18653/v1/2025.emnlp-main.839",
    pages = "16591--16610",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jeong-etal-2025-database,
    title = "Database-Augmented Query Representation for Information Retrieval",
    author = "Jeong, Soyeong  and
      Baek, Jinheon  and
      Cho, Sukmin  and
      Hwang, Sung Ju  and
      Park, Jong C.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.840/",
    doi = "10.18653/v1/2025.emnlp-main.840",
    pages = "16611--16633",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{rivlin-angert-mor-lan-2025-enemy,
    title = "The Enemy from Within: A Study of Political Delegitimization Discourse in Israeli Political Speech",
    author = "Rivlin-Angert, Naama  and
      Mor-Lan, Guy",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.841/",
    doi = "10.18653/v1/2025.emnlp-main.841",
    pages = "16634--16647",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zaree-etal-2025-attention,
    title = "Attention Eclipse: Manipulating Attention to Bypass {LLM} Safety-Alignment",
    author = "Zaree, Pedram  and
      Al Mamun, Md Abdullah  and
      Alam, Quazi Mishkatul  and
      Dong, Yue  and
      Alouani, Ihsen  and
      Abu-Ghazaleh, Nael",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.842/",
    doi = "10.18653/v1/2025.emnlp-main.842",
    pages = "16648--16668",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lu-etal-2025-representation,
    title = "Representation Potentials of Foundation Models for Multimodal Alignment: A Survey",
    author = "Lu, Jianglin  and
      Wang, Hailing  and
      Xu, Yi  and
      Wang, Yizhou  and
      Yang, Kuo  and
      Fu, Yun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.843/",
    doi = "10.18653/v1/2025.emnlp-main.843",
    pages = "16669--16684",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-draft,
    title = "Draft Model Knows When to Stop: Self-Verification Speculative Decoding for Long-Form Generation",
    author = "Zhang, Ziyin  and
      Xu, Jiahao  and
      Liang, Tian  and
      Chen, Xingyu  and
      He, Zhiwei  and
      Wang, Rui  and
      Tu, Zhaopeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.844/",
    doi = "10.18653/v1/2025.emnlp-main.844",
    pages = "16685--16697",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{darur-singla-2025-visual,
    title = "Visual-Aware Speech Recognition for Noisy Scenarios",
    author = "Darur, Balaji  and
      Singla, Karan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.845/",
    doi = "10.18653/v1/2025.emnlp-main.845",
    pages = "16698--16706",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mohamed-mubarak-2025-advancing,
    title = "Advancing {A}rabic Diacritization: Improved Datasets, Benchmarking, and State-of-the-Art Models",
    author = "Mohamed, Abubakr  and
      Mubarak, Hamdy",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.846/",
    doi = "10.18653/v1/2025.emnlp-main.846",
    pages = "16707--16719",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{arunasalam-etal-2025-implicit,
    title = "Implicit Values Embedded in How Humans and {LLM}s Complete Subjective Everyday Tasks",
    author = "Arunasalam, Arjun  and
      Pickering, Madison  and
      Celik, Z. Berkay  and
      Ur, Blase",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.847/",
    doi = "10.18653/v1/2025.emnlp-main.847",
    pages = "16720--16743",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{nafee-etal-2025-dynamic,
    title = "Dynamic Retriever for In-Context Knowledge Editing via Policy Optimization",
    author = "Nafee, Mahmud Wasif  and
      Jiang, Maiqi  and
      Chen, Haipeng  and
      Zhang, Yanfu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.848/",
    doi = "10.18653/v1/2025.emnlp-main.848",
    pages = "16744--16757",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-lvlms,
    title = "{LVLM}s are Bad at Overhearing Human Referential Communication",
    author = "Wang, Zhengxiang  and
      Li, Weiling  and
      Kaliosis, Panagiotis  and
      Rambow, Owen  and
      Brennan, Susan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.849/",
    doi = "10.18653/v1/2025.emnlp-main.849",
    pages = "16758--16782",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-lets,
    title = "Let{'}s Reason Formally: Natural-Formal Hybrid Reasoning Enhances {LLM}{'}s Math Capability",
    author = "Wang, Ruida  and
      Li, Yuxin  and
      Fung, Yi R.  and
      Zhang, Tong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.850/",
    doi = "10.18653/v1/2025.emnlp-main.850",
    pages = "16783--16809",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kim-etal-2025-torso,
    title = "{TORSO}: Template-Oriented Reasoning Towards General Tasks",
    author = "Kim, Minhyuk  and
      Lee, Seungyoon  and
      Lim, Heuiseok",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.851/",
    doi = "10.18653/v1/2025.emnlp-main.851",
    pages = "16810--16818",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mysore-etal-2025-prototypical,
    title = "Prototypical Human-{AI} Collaboration Behaviors from {LLM}-Assisted Writing in the Wild",
    author = "Mysore, Sheshera  and
      Das, Debarati  and
      Cao, Hancheng  and
      Sarrafzadeh, Bahareh",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.852/",
    doi = "10.18653/v1/2025.emnlp-main.852",
    pages = "16819--16846",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mundada-etal-2025-wildscore,
    title = "{W}ild{S}core: Benchmarking {MLLM}s in-the-Wild Symbolic Music Reasoning",
    author = "Mundada, Gagan  and
      Vishe, Yash  and
      Namburi, Amit  and
      Xu, Xin  and
      Novack, Zachary  and
      McAuley, Julian  and
      Wu, Junda",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.853/",
    doi = "10.18653/v1/2025.emnlp-main.853",
    pages = "16847--16863",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kang-etal-2025-trial,
    title = "{TRIAL}: Token Relations and Importance Aware Late-interaction for Accurate Text Retrieval",
    author = "Kang, Hyukkyu  and
      Kim, Injung  and
      Han, Wook-Shin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.854/",
    doi = "10.18653/v1/2025.emnlp-main.854",
    pages = "16864--16877",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jiang-etal-2025-large-language,
    title = "Do Large Language Models excel in Complex Logical Reasoning with Formal Language?",
    author = "Jiang, Jin  and
      Wang, Jianing  and
      Yan, Yuchen  and
      Liu, Yang  and
      Zhu, Jianhua  and
      Zhang, Mengdi  and
      Gao, Liangcai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.855/",
    doi = "10.18653/v1/2025.emnlp-main.855",
    pages = "16878--16903",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yoo-shin-2025-fair,
    title = "Fair or Framed? Political Bias in News Articles Generated by {LLM}s",
    author = "Yoo, Junho  and
      Shin, Youhyun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.856/",
    doi = "10.18653/v1/2025.emnlp-main.856",
    pages = "16904--16930",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zeng-etal-2025-reviewrl,
    title = "{R}eview{RL}: Towards Automated Scientific Review with {RL}",
    author = "Zeng, Sihang  and
      Tian, Kai  and
      Zhang, Kaiyan  and
      Wang, Yuru  and
      Gao, Junqi  and
      Liu, Runze  and
      Yang, Sa  and
      Li, Jingxuan  and
      Long, Xinwei  and
      Ma, Jiaheng  and
      Qi, Biqing  and
      Zhou, Bowen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.857/",
    doi = "10.18653/v1/2025.emnlp-main.857",
    pages = "16931--16943",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{trifan-etal-2025-grammar,
    title = "Grammar Pruning: Enabling Low-Latency Zero-Shot Task-Oriented Language Models for Edge {AI}",
    author = "Trifan, Octavian Alexandru  and
      Weber, Jason Lee  and
      Trifan, Marc Titus  and
      Nicolau, Alexandru  and
      Veidenbaum, Alexander",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.858/",
    doi = "10.18653/v1/2025.emnlp-main.858",
    pages = "16944--16957",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-calibrating,
    title = "Calibrating {LLM}s for Text-to-{SQL} Parsing by Leveraging Sub-clause Frequencies",
    author = "Liu, Terrance  and
      Wang, Shuyi  and
      Preotiuc-Pietro, Daniel  and
      Chandarana, Yash  and
      Gupta, Chirag",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.859/",
    doi = "10.18653/v1/2025.emnlp-main.859",
    pages = "16958--16982",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhong-etal-2025-react,
    title = "{REACT}: Representation Extraction And Controllable Tuning to Overcome Overfitting in {LLM} Knowledge Editing",
    author = "Zhong, Haitian  and
      Liu, Yuhuan  and
      Xu, Ziyang  and
      Liu, Guofan  and
      Liu, Qiang  and
      Wu, Shu  and
      Zhao, Zhe  and
      Wang, Liang  and
      Tan, Tieniu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.860/",
    doi = "10.18653/v1/2025.emnlp-main.860",
    pages = "16983--17000",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sun-etal-2025-thinkedit,
    title = "{T}hink{E}dit: Interpretable Weight Editing to Mitigate Overly Short Thinking in Reasoning Models",
    author = "Sun, Chung-En  and
      Yan, Ge  and
      Weng, Tsui-Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.861/",
    doi = "10.18653/v1/2025.emnlp-main.861",
    pages = "17001--17025",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-incorporating,
    title = "Incorporating Diverse Perspectives in Cultural Alignment: Survey of Evaluation Benchmarks Through A Three-Dimensional Framework",
    author = "Wu, Meng-Chen  and
      Chin, Si-Chi  and
      Wood, Tess  and
      Goyal, Ayush  and
      Sadagopan, Narayanan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.862/",
    doi = "10.18653/v1/2025.emnlp-main.862",
    pages = "17026--17061",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xie-etal-2025-large,
    title = "Are Large Language Models Chronically Online Surfers? A Dataset for {C}hinese {I}nternet Meme Explanation",
    author = "Xie, Yubo  and
      Wang, Chenkai  and
      Ma, Zongyang  and
      Miao, Fahui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.863/",
    doi = "10.18653/v1/2025.emnlp-main.863",
    pages = "17062--17083",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-rodeval,
    title = "{R}o{DE}val: A Robust Word Sense Disambiguation Evaluation Framework for Large Language Models",
    author = "Zhang, Luyang  and
      Li, Shuaimin  and
      Li, Yishuo  and
      Kang, Kunpeng  and
      Zhang, Kaiyuan  and
      Wang, Cong  and
      Lu, Wenpeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.864/",
    doi = "10.18653/v1/2025.emnlp-main.864",
    pages = "17084--17115",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-pychoagent,
    title = "{P}ycho{A}gent: Psychology-driven {LLM} Agents for Explainable Panic Prediction on Social Media during Sudden Disaster Events",
    author = "Liu, Mengzhu  and
      Zhu, Zhengqiu  and
      Ai, Chuan  and
      Gao, Chen  and
      Li, Xinghong  and
      He, Lingnan  and
      Lai, Kaisheng  and
      Chen, Yingfeng  and
      Lu, Xin  and
      Li, Yong  and
      Yin, Quanjun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.865/",
    doi = "10.18653/v1/2025.emnlp-main.865",
    pages = "17116--17134",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-stepwise,
    title = "Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance {LLM}s' Reasoning",
    author = "Wang, Zezhong  and
      Zeng, Xingshan  and
      Liu, Weiwen  and
      Wang, Yufei  and
      Li, Liangyou  and
      Wang, Yasheng  and
      Shang, Lifeng  and
      Jiang, Xin  and
      Liu, Qun  and
      Wong, Kam-Fai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.866/",
    doi = "10.18653/v1/2025.emnlp-main.866",
    pages = "17135--17148",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-inter,
    title = "Inter-sentence Context Modeling and Structure-aware Representation Enhancement for Conversational Sentiment Quadruple Extraction",
    author = "Zhang, Yu  and
      Zhong, Zhaoman  and
      Lv, Huihui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.867/",
    doi = "10.18653/v1/2025.emnlp-main.867",
    pages = "17149--17159",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wei-etal-2025-igniting,
    title = "Igniting Creative Writing in Small Language Models: {LLM}-as-a-Judge versus Multi-Agent Refined Rewards",
    author = "Wei, Xiaolong  and
      Lu, Bo  and
      Zhang, Xingyu  and
      Zhao, Zhejun  and
      Shen, Dongdong  and
      Xia, Long  and
      Yin, Dawei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.868/",
    doi = "10.18653/v1/2025.emnlp-main.868",
    pages = "17160--17186",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{huang-etal-2025-governance,
    title = "Governance in Motion: Co-evolution of Constitutions and {AI} models for Scalable Safety",
    author = "Huang, Chenhao  and
      Shen, Ziyu  and
      Ren, Yicong  and
      Zheng, Huiyuan  and
      Zhang, Jiazheng  and
      Chai, Mingxu  and
      Zhang, Ming  and
      Dou, Shihan  and
      Mo, Fan  and
      Shi, Jie  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.869/",
    doi = "10.18653/v1/2025.emnlp-main.869",
    pages = "17187--17210",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhong-etal-2025-web,
    title = "Web Intellectual Property at Risk: Preventing Unauthorized Real-Time Retrieval by Large Language Models",
    author = "Zhong, Yisheng  and
      Wen, Yizhu  and
      Guo, Junfeng  and
      Kafai, Mehran  and
      Huang, Heng  and
      Guo, Hanqing  and
      Zhu, Zhuangdi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.870/",
    doi = "10.18653/v1/2025.emnlp-main.870",
    pages = "17211--17224",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{dong-etal-2025-scievent,
    title = "{S}ci{E}vent: Benchmarking Multi-domain Scientific Event Extraction",
    author = "Dong, Bofu  and
      Shah, Pritesh  and
      Sonawane, Sumedh  and
      Banerjee, Tiyasha  and
      Brady, Erin  and
      Du, Xinya  and
      Jiang, Ming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.871/",
    doi = "10.18653/v1/2025.emnlp-main.871",
    pages = "17225--17255",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{dai-etal-2025-media,
    title = "Media Source Matters More Than Content: Unveiling Political Bias in {LLM}-Generated Citations",
    author = "Dai, Sunhao  and
      Cao, Zhanshuo  and
      Wang, Wenjie  and
      Pang, Liang  and
      Xu, Jun  and
      Ng, See-Kiong  and
      Chua, Tat-Seng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.872/",
    doi = "10.18653/v1/2025.emnlp-main.872",
    pages = "17256--17276",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lin-etal-2025-rje,
    title = "{RJE}: A Retrieval-Judgment-Exploration Framework for Efficient Knowledge Graph Question Answering with {LLM}s",
    author = "Lin, Can  and
      Jiang, Zhengwang  and
      Zheng, Ling  and
      Zhao, Qi  and
      Zhang, Yuhang  and
      Song, Qi  and
      Zhou, Wangqiu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.873/",
    doi = "10.18653/v1/2025.emnlp-main.873",
    pages = "17277--17294",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yamamoto-etal-2025-bias,
    title = "Bias Mitigation or Cultural Commonsense? Evaluating {LLM}s with a {J}apanese Dataset",
    author = "Yamamoto, Taisei  and
      Kumon, Ryoma  and
      Bollegala, Danushka  and
      Yanaka, Hitomi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.874/",
    doi = "10.18653/v1/2025.emnlp-main.874",
    pages = "17295--17313",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xing-etal-2025-chameleon,
    title = "Chameleon {LLM}s: User Personas Influence Chatbot Personality Shifts",
    author = "Xing, Jane  and
      Niu, Tianyi  and
      Srivastava, Shashank",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.875/",
    doi = "10.18653/v1/2025.emnlp-main.875",
    pages = "17314--17332",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hutson-etal-2025-guessinggame,
    title = "{G}uessing{G}ame: Measuring the Informativeness of Open-Ended Questions in Large Language Models",
    author = "Hutson, Dylan  and
      Vennemeyer, Daniel  and
      Deshmukh, Aneesh  and
      Zhan, Justin  and
      Jiang, Tianyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.876/",
    doi = "10.18653/v1/2025.emnlp-main.876",
    pages = "17333--17349",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-sync,
    title = "{S}yn{C}-{LLM}: Generation of Large-Scale Synthetic Circuit Code with Hierarchical Language Models",
    author = "Liu, Shang  and
      Lu, Yao  and
      Fang, Wenji  and
      Wang, Jing  and
      Xie, Zhiyao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.877/",
    doi = "10.18653/v1/2025.emnlp-main.877",
    pages = "17350--17365",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-stop,
    title = "Why Stop at One Error? Benchmarking {LLM}s as Data Science Code Debuggers for Multi-Hop and Multi-Bug Errors",
    author = "Yang, Zhiyu  and
      Wang, Shuo  and
      Yan, Yukun  and
      Deng, Yang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.878/",
    doi = "10.18653/v1/2025.emnlp-main.878",
    pages = "17366--17381",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-dovetail,
    title = "Dovetail: A {CPU}/{GPU} Heterogeneous Speculative Decoding for {LLM} inference",
    author = "Zhang, Libo  and
      Zhang, Zhaoning  and
      Xubaizhou  and
      Li, Rui  and
      Tian, Zhiliang  and
      Mei, Songzhu  and
      Li, Dongsheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.879/",
    doi = "10.18653/v1/2025.emnlp-main.879",
    pages = "17382--17395",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-v,
    title = "{V}-{SEAM}: Visual Semantic Editing and Attention Modulating for Causal Interpretability of Vision-Language Models",
    author = "Wang, Qidong  and
      Hu, Junjie  and
      Jiang, Ming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.880/",
    doi = "10.18653/v1/2025.emnlp-main.880",
    pages = "17396--17420",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{aji-cohn-2025-loraxbench,
    title = "{LORAXBENCH}: A Multitask, Multilingual Benchmark Suite for 20 {I}ndonesian Languages",
    author = "Aji, Alham Fikri  and
      Cohn, Trevor",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.881/",
    doi = "10.18653/v1/2025.emnlp-main.881",
    pages = "17421--17446",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shen-etal-2025-micro,
    title = "{M}i{CR}o: Mixture Modeling and Context-aware Routing for Personalized Preference Learning",
    author = "Shen, Jingyan  and
      Yao, Jiarui  and
      Yang, Rui  and
      Sun, Yifan  and
      Luo, Feng  and
      Pan, Rui  and
      Zhang, Tong  and
      Zhao, Han",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.882/",
    doi = "10.18653/v1/2025.emnlp-main.882",
    pages = "17447--17463",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lee-etal-2025-safe,
    title = "{SAFE}: Schema-Driven Approximate Distance Join for Efficient Knowledge Graph Querying",
    author = "Lee, Sangoh  and
      Park, Sungho  and
      Han, Wook-Shin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.883/",
    doi = "10.18653/v1/2025.emnlp-main.883",
    pages = "17464--17489",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liang-etal-2025-structured,
    title = "Structured Preference Optimization for Vision-Language Long-Horizon Task Planning",
    author = "Liang, Xiwen  and
      Lin, Min  and
      Ruan, Weiqi  and
      Xu, Rongtao  and
      Liu, Yuecheng  and
      Chen, Jiaqi  and
      Lin, Bingqian  and
      Zhuang, Yuzheng  and
      Liang, Xiaodan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.884/",
    doi = "10.18653/v1/2025.emnlp-main.884",
    pages = "17490--17515",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ye-etal-2025-position,
    title = "Position: {LLM}s Can be Good Tutors in {E}nglish Education",
    author = "Ye, Jingheng  and
      Wang, Shen  and
      Zou, Deqing  and
      Yan, Yibo  and
      Wang, Kun  and
      Zheng, Hai-Tao  and
      Liu, Ruitong  and
      Xu, Zenglin  and
      King, Irwin  and
      Yu, Philip S.  and
      Wen, Qingsong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.885/",
    doi = "10.18653/v1/2025.emnlp-main.885",
    pages = "17516--17535",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-cllmate,
    title = "{CLLM}ate: A Multimodal Benchmark for Weather and Climate Events Forecasting",
    author = "Li, Haobo  and
      Wang, Zhaowei  and
      Wang, Jiachen  and
      Wang, Yueya  and
      Lau, Alexis Kai Hon  and
      Qu, Huamin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.886/",
    doi = "10.18653/v1/2025.emnlp-main.886",
    pages = "17536--17562",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-extracting-combining,
    title = "Extracting and Combining Abilities For Building Multi-lingual Ability-enhanced Large Language Models",
    author = "Chen, Zhipeng  and
      Zhou, Kun  and
      Song, Liang  and
      Zhao, Wayne Xin  and
      Wang, Bingning  and
      Chen, Weipeng  and
      Wen, Ji-Rong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.887/",
    doi = "10.18653/v1/2025.emnlp-main.887",
    pages = "17563--17580",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chitale-etal-2025-evaluating,
    title = "Evaluating the Effectiveness and Scalability of {LLM}-Based Data Augmentation for Retrieval",
    author = "Chitale, Pranjal A  and
      Santra, Bishal  and
      Prabhu, Yashoteja  and
      Sharma, Amit",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.888/",
    doi = "10.18653/v1/2025.emnlp-main.888",
    pages = "17581--17617",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bajpai-chakraborty-2025-temporal,
    title = "Temporal Referential Consistency: Do {LLM}s Favor Sequences Over Absolute Time References?",
    author = "Bajpai, Ashutosh  and
      Chakraborty, Tanmoy",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.889/",
    doi = "10.18653/v1/2025.emnlp-main.889",
    pages = "17618--17636",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-memearena,
    title = "{M}eme{A}rena: Automating Context-Aware Unbiased Evaluation of Harmfulness Understanding for Multimodal Large Language Models",
    author = "Chen, Zixin  and
      Lin, Hongzhan  and
      Li, Kaixin  and
      Luo, Ziyang  and
      Deng, Yayue  and
      Ma, Jing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.890/",
    doi = "10.18653/v1/2025.emnlp-main.890",
    pages = "17637--17659",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{noro-2025-multi,
    title = "Multi-perspective Analysis of Large Language Model Domain Specialization: An Experiment in Accounting Audit Procedures Generation",
    author = "Noro, Yusuke",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.891/",
    doi = "10.18653/v1/2025.emnlp-main.891",
    pages = "17660--17682",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-generator,
    title = "Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent",
    author = "Li, Xingzuo  and
      Chen, Kehai  and
      Long, Yunfei  and
      Bai, Xuefeng  and
      Xu, Yong  and
      Zhang, Min",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.892/",
    doi = "10.18653/v1/2025.emnlp-main.892",
    pages = "17683--17700",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sun-etal-2025-docagent,
    title = "{D}oc{A}gent: An Agentic Framework for Multi-Modal Long-Context Document Understanding",
    author = "Sun, Li  and
      He, Liu  and
      Jia, Shuyue  and
      He, Yangfan  and
      You, Chenyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.893/",
    doi = "10.18653/v1/2025.emnlp-main.893",
    pages = "17701--17716",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ren-huang-2025-easyrec,
    title = "{E}asy{R}ec: Simple yet Effective Language Models for Recommendation",
    author = "Ren, Xubin  and
      Huang, Chao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.894/",
    doi = "10.18653/v1/2025.emnlp-main.894",
    pages = "17717--17732",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zheng-etal-2025-automation,
    title = "From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery",
    author = "Zheng, Tianshi  and
      Deng, Zheye  and
      Tsang, Hong Ting  and
      Wang, Weiqi  and
      Bai, Jiaxin  and
      Wang, Zihao  and
      Song, Yangqiu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.895/",
    doi = "10.18653/v1/2025.emnlp-main.895",
    pages = "17733--17750",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xiong-etal-2025-mapping,
    title = "Mapping the Minds of {LLM}s: A Graph-Based Analysis of Reasoning {LLM}s",
    author = "Xiong, Zhen  and
      Cai, Yujun  and
      Li, Zhecheng  and
      Wang, Yiwei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.896/",
    doi = "10.18653/v1/2025.emnlp-main.896",
    pages = "17751--17763",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lu-etal-2025-vipe,
    title = "{V}i{PE}: Visual Perception in Parameter Space for Efficient Video-Language Understanding",
    author = "Lu, Shichen  and
      Yue, Tongtian  and
      Guo, Longteng  and
      Li, Handong  and
      He, Xingjian  and
      Liu, Si  and
      Liu, Jing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.897/",
    doi = "10.18653/v1/2025.emnlp-main.897",
    pages = "17764--17775",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xu-etal-2025-alignment,
    title = "Alignment for Efficient Tool Calling of Large Language Models",
    author = "Xu, Hongshen  and
      Wang, Zihan  and
      Zhu, Zichen  and
      Pan, Lei  and
      Chen, Xingyu  and
      Fan, Shuai  and
      Chen, Lu  and
      Yu, Kai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.898/",
    doi = "10.18653/v1/2025.emnlp-main.898",
    pages = "17776--17792",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{guo-etal-2025-tom,
    title = "{T}o{M}: Leveraging Tree-oriented {M}ap{R}educe for Long-Context Reasoning in Large Language Models",
    author = "Guo, Jiani  and
      Li, Zuchao  and
      Wu, Jie  and
      Wang, Qianren  and
      Li, Yun  and
      Zhang, Lefei  and
      Zhao, Hai  and
      Yang, Yujiu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.899/",
    doi = "10.18653/v1/2025.emnlp-main.899",
    pages = "17793--17812",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mia-etal-2025-banmime,
    title = "{BANMIME} : Misogyny Detection with Metaphor Explanation on {B}angla Memes",
    author = "Mia, Md Ayon  and
      Mazumder, Akm Moshiur Rahman  and
      Sayma, Khadiza Sultana  and
      Fahim, Md  and
      Fuad, Md Tahmid Hasan  and
      Khan, Muhammad Ibrahim  and
      Rahman, Akmmahbubur",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.900/",
    doi = "10.18653/v1/2025.emnlp-main.900",
    pages = "17813--17839",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lan-etal-2025-phi,
    title = "Phi: Preference Hijacking in Multi-modal Large Language Models at Inference Time",
    author = "Lan, Yifan  and
      Cao, Yuanpu  and
      Zhang, Weitong  and
      Lin, Lu  and
      Chen, Jinghui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.901/",
    doi = "10.18653/v1/2025.emnlp-main.901",
    pages = "17840--17865",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xu-etal-2025-retrieval,
    title = "Retrieval-augmented {GUI} Agents with Generative Guidelines",
    author = "Xu, Ran  and
      Ma, Kaixin  and
      Yu, Wenhao  and
      Zhang, Hongming  and
      Ho, Joyce C.  and
      Yang, Carl  and
      Yu, Dong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.902/",
    doi = "10.18653/v1/2025.emnlp-main.902",
    pages = "17866--17875",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kang-etal-2025-coas2w,
    title = "{COAS}2{W}: A {C}hinese Older-Adults Spoken-to-Written Transformation Corpus with Context Awareness",
    author = "Kang, Chun  and
      Qian, Zhigu  and
      Fu, Zhen  and
      Fu, Jiaojiao  and
      Zhou, Yangfan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.903/",
    doi = "10.18653/v1/2025.emnlp-main.903",
    pages = "17876--17895",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-wang-2025-answer,
    title = "Answer Convergence as a Signal for Early Stopping in Reasoning",
    author = "Liu, Xin  and
      Wang, Lu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.904/",
    doi = "10.18653/v1/2025.emnlp-main.904",
    pages = "17896--17907",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-verifact,
    title = "{V}eri{F}act: Enhancing Long-Form Factuality Evaluation with Refined Fact Extraction and Reference Facts",
    author = "Liu, Xin  and
      Zhang, Lechen  and
      Munir, Sheza  and
      Gu, Yiyang  and
      Wang, Lu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.905/",
    doi = "10.18653/v1/2025.emnlp-main.905",
    pages = "17908--17925",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{papicchio-etal-2025-squab,
    title = "{SQUAB}: Evaluating {LLM} robustness to Ambiguous and Unanswerable Questions in Semantic Parsing",
    author = "Papicchio, Simone  and
      Cagliero, Luca  and
      Papotti, Paolo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.906/",
    doi = "10.18653/v1/2025.emnlp-main.906",
    pages = "17926--17946",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{poiroux-etal-2025-reliable,
    title = "Reliable Evaluation and Benchmarks for Statement Autoformalization",
    author = "Poiroux, Auguste  and
      Weiss, Gail  and
      Kun{\v{c}}ak, Viktor  and
      Bosselut, Antoine",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.907/",
    doi = "10.18653/v1/2025.emnlp-main.907",
    pages = "17947--17969",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{huang-etal-2025-visbias,
    title = "{V}is{B}ias: Measuring Explicit and Implicit Social Biases in Vision Language Models",
    author = "Huang, Jen-tse  and
      Qin, Jiantong  and
      Zhang, Jianping  and
      Yuan, Youliang  and
      Wang, Wenxuan  and
      Zhao, Jieyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.908/",
    doi = "10.18653/v1/2025.emnlp-main.908",
    pages = "17970--17993",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{huang-etal-2025-less,
    title = "Less Is More? Examining Fairness in Pruned Large Language Models for Summarising Opinions",
    author = "Huang, Nannan  and
      Fayek, Haytham M.  and
      Zhang, Xiuzhen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.909/",
    doi = "10.18653/v1/2025.emnlp-main.909",
    pages = "17994--18018",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{huang-etal-2025-ai,
    title = "{AI} Sees Your {L}ocation{---}{B}ut With A Bias Toward The Wealthy World",
    author = "Huang, Jingyuan  and
      Huang, Jen-tse  and
      Liu, Ziyi  and
      Liu, Xiaoyuan  and
      Wang, Wenxuan  and
      Zhao, Jieyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.910/",
    doi = "10.18653/v1/2025.emnlp-main.910",
    pages = "18019--18039",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-faster,
    title = "Faster In-Context Learning for {LLM}s via N-Gram Trie Speculative Decoding",
    author = "Chen, Jinglin  and
      Li, Qiwei  and
      Li, Zuchao  and
      Qi, Baoyuan  and
      Guoming, Liu  and
      Ai, Haojun  and
      Zhao, Hai  and
      Wang, Ping",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.911/",
    doi = "10.18653/v1/2025.emnlp-main.911",
    pages = "18040--18051",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{adilazuarda-etal-2025-surveys,
    title = "From Surveys to Narratives: Rethinking Cultural Value Adaptation in {LLM}s",
    author = "Adilazuarda, Farid  and
      Liu, Chen Cecilia  and
      Gurevych, Iryna  and
      Aji, Alham Fikri",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.912/",
    doi = "10.18653/v1/2025.emnlp-main.912",
    pages = "18052--18079",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jeon-etal-2025-iterative,
    title = "Iterative Prompt Refinement for Safer Text-to-Image Generation",
    author = "Jeon, Jinwoo  and
      Oh, JunHyeok  and
      Lee, Hayeong  and
      Lee, Byung-Jun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.913/",
    doi = "10.18653/v1/2025.emnlp-main.913",
    pages = "18080--18096",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-language-models,
    title = "Language Models as Continuous Self-Evolving Data Engineers",
    author = "Wang, Peidong  and
      Wang, Ming  and
      Ma, Zhiming  and
      Yang, Xiaocui  and
      Feng, Shi  and
      Wang, Daling  and
      Zhang, Yifei  and
      Song, Kaisong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.914/",
    doi = "10.18653/v1/2025.emnlp-main.914",
    pages = "18097--18116",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cai-etal-2025-unilaw,
    title = "Unilaw-R1: A Large Language Model for Legal Reasoning with Reinforcement Learning and Iterative Inference",
    author = "Cai, Hua  and
      Zhao, Shuang  and
      Zhang, Liang  and
      Shen, Xuli  and
      Xu, Qing  and
      Shen, Weilin  and
      Wen, Zihao  and
      Ban, Tianke",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.915/",
    doi = "10.18653/v1/2025.emnlp-main.915",
    pages = "18117--18131",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{dang-etal-2025-exploring,
    title = "Exploring Response Uncertainty in {MLLM}s: An Empirical Evaluation under Misleading Scenarios",
    author = "Dang, Yunkai  and
      Gao, Mengxi  and
      Yan, Yibo  and
      Zou, Xin  and
      Gu, Yanggan  and
      Li, Jungang  and
      Wang, Jingyu  and
      Jiang, Peijie  and
      Liu, Aiwei  and
      Liu, Jia  and
      Hu, Xuming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.916/",
    doi = "10.18653/v1/2025.emnlp-main.916",
    pages = "18132--18173",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-evaluating,
    title = "Evaluating and Aligning Human Economic Risk Preferences in {LLM}s",
    author = "Liu, Jiaxin  and
      Tang, Yixuan  and
      Yang, Yi  and
      Tam, Kar Yan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.917/",
    doi = "10.18653/v1/2025.emnlp-main.917",
    pages = "18174--18188",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xia-etal-2025-ensembling,
    title = "Ensembling Prompting Strategies for Zero-Shot Hierarchical Text Classification with Large Language Models",
    author = "Xia, Mingxuan  and
      Jiang, Zhijie  and
      Wang, Haobo  and
      Zhao, Junbo  and
      Hu, Tianlei  and
      Chen, Gang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.918/",
    doi = "10.18653/v1/2025.emnlp-main.918",
    pages = "18189--18208",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jang-etal-2025-improbable,
    title = "Improbable Bigrams Expose Vulnerabilities of Incomplete Tokens in Byte-Level Tokenizers",
    author = "Jang, Eugene  and
      Lee, Kimin  and
      Chung, Jin-Woo  and
      Park, Keuntae  and
      Shin, Seungwon",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.919/",
    doi = "10.18653/v1/2025.emnlp-main.919",
    pages = "18209--18216",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-ui,
    title = "{UI}-Hawk: Unleashing the Screen Stream Understanding for Mobile {GUI} Agents",
    author = "Zhang, Jiwen  and
      Yu, Ya-Qi  and
      Liao, Minghui  and
      Li, WenTao  and
      Wu, Jihao  and
      Wei, Zhongyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.920/",
    doi = "10.18653/v1/2025.emnlp-main.920",
    pages = "18217--18236",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lee-etal-2025-unidebugger,
    title = "{U}ni{D}ebugger: Hierarchical Multi-Agent Framework for Unified Software Debugging",
    author = "Lee, Cheryl  and
      Xia, Chunqiu Steven  and
      Yang, Longji  and
      Huang, Jen-tse  and
      Zhu, Zhouruixing  and
      Zhang, Lingming  and
      Lyu, Michael R.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.921/",
    doi = "10.18653/v1/2025.emnlp-main.921",
    pages = "18237--18266",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-understanding,
    title = "Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld{'}s Episode Theory",
    author = "Li, Ming  and
      Zhang, Nan  and
      Fan, Chenrui  and
      Jiao, Hong  and
      Fu, Yanbin  and
      Peters, Sydney  and
      Xu, Qingshu  and
      Lissitz, Robert  and
      Zhou, Tianyi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.922/",
    doi = "10.18653/v1/2025.emnlp-main.922",
    pages = "18267--18288",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{an-etal-2025-thread,
    title = "Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation",
    author = "An, Kaikai  and
      Yang, Fangkai  and
      Li, Liqun  and
      Lu, Junting  and
      Cheng, Sitao  and
      Si, Shuzheng  and
      Wang, Lu  and
      Zhao, Pu  and
      Cao, Lele  and
      Lin, Qingwei  and
      Rajmohan, Saravan  and
      Zhang, Dongmei  and
      Chang, Baobao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.923/",
    doi = "10.18653/v1/2025.emnlp-main.923",
    pages = "18289--18308",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sarti-etal-2025-unsupervised,
    title = "Unsupervised Word-level Quality Estimation for Machine Translation Through the Lens of Annotators (Dis)agreement",
    author = "Sarti, Gabriele  and
      Zouhar, Vil{\'e}m  and
      Nissim, Malvina  and
      Bisazza, Arianna",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.924/",
    doi = "10.18653/v1/2025.emnlp-main.924",
    pages = "18309--18326",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-steer,
    title = "{STEER}-{BENCH}: A Benchmark for Evaluating the Steerability of Large Language Models",
    author = "Chen, Kai  and
      He, Zihao  and
      Shi, Taiwei  and
      Lerman, Kristina",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.925/",
    doi = "10.18653/v1/2025.emnlp-main.925",
    pages = "18327--18355",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sakota-west-2025-combining,
    title = "Combining Constrained and Unconstrained Decoding via Boosting: {B}oost{CD} and Its Application to Information Extraction",
    author = "Sakota, Marija  and
      West, Robert",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.926/",
    doi = "10.18653/v1/2025.emnlp-main.926",
    pages = "18356--18371",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xiu-liu-2025-multilogicnmr,
    title = "{M}ulti{L}ogic{NMR}(er): A Benchmark and Neural-Symbolic Framework for Non-monotonic Reasoning with Multiple Extensions",
    author = "Xiu, Yeliang  and
      Liu, Yongmei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.927/",
    doi = "10.18653/v1/2025.emnlp-main.927",
    pages = "18372--18405",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-beyond-demographics,
    title = "Beyond Demographics: Enhancing Cultural Value Survey Simulation with Multi-Stage Personality-Driven Cognitive Reasoning",
    author = "Liu, Haijiang  and
      Li, Qiyuan  and
      Gao, Chao  and
      Cao, Yong  and
      Xu, Xiangyu  and
      Wu, Xun  and
      Hershcovich, Daniel  and
      Gu, Jinguang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.928/",
    doi = "10.18653/v1/2025.emnlp-main.928",
    pages = "18406--18428",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-crystalicl,
    title = "{C}rystal{ICL}: Enabling In-Context Learning for Crystal Generation",
    author = "Wang, Ruobing  and
      Tan, Qiaoyu  and
      Wang, Yili  and
      Wang, Ying  and
      Wang, Xin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.929/",
    doi = "10.18653/v1/2025.emnlp-main.929",
    pages = "18429--18444",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{han-etal-2025-towards,
    title = "Towards a Unified Paradigm of Concept Editing in Large Language Models",
    author = "Han, Zhuowen  and
      Wu, Xinwei  and
      Shi, Dan  and
      Jin, Renren  and
      Xiong, Deyi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.930/",
    doi = "10.18653/v1/2025.emnlp-main.930",
    pages = "18445--18461",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chang-etal-2025-step,
    title = "Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models",
    author = "Chang, Kaiyan  and
      Shi, Yonghao  and
      Wang, Chenglong  and
      Zhou, Hang  and
      Hu, Chi  and
      Liu, Xiaoqian  and
      Luo, Yingfeng  and
      Ge, Yuan  and
      Xiao, Tong  and
      Zhu, JingBo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.931/",
    doi = "10.18653/v1/2025.emnlp-main.931",
    pages = "18462--18477",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-dynamic,
    title = "Dynamic Expert Specialization: Towards Catastrophic Forgetting-Free Multi-Domain {M}o{E} Adaptation",
    author = "Li, Junzhuo  and
      Wang, Bo  and
      Zhou, Xiuze  and
      Hu, Xuming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.932/",
    doi = "10.18653/v1/2025.emnlp-main.932",
    pages = "18478--18493",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tu-etal-2025-rrinf,
    title = "{RRI}nf: Efficient Influence Function Estimation via Ridge Regression for Large Language Models and Text-to-Image Diffusion Models",
    author = "Tu, Zhuozhuo  and
      Chen, Cheng  and
      Du, Yuxuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.933/",
    doi = "10.18653/v1/2025.emnlp-main.933",
    pages = "18494--18507",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{geiger-etal-2025-evaluating,
    title = "Evaluating Spatiotemporal Consistency in Automatically Generated Sewing Instructions",
    author = "Geiger, Luisa  and
      Hartmann, Mareike  and
      Sullivan, Michael  and
      Koller, Alexander",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.934/",
    doi = "10.18653/v1/2025.emnlp-main.934",
    pages = "18508--18525",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-mazo,
    title = "{M}a{ZO}: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models",
    author = "Zhang, Zhen  and
      Yang, Yifan  and
      Zhen, Kai  and
      Susanj, Nathan  and
      Mouchtaris, Athanasios  and
      Kunzmann, Siegfried  and
      Zhang, Zheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.935/",
    doi = "10.18653/v1/2025.emnlp-main.935",
    pages = "18526--18543",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sullivan-etal-2025-procedural,
    title = "Procedural Environment Generation for Tool-Use Agents",
    author = "Sullivan, Michael  and
      Hartmann, Mareike  and
      Koller, Alexander",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.936/",
    doi = "10.18653/v1/2025.emnlp-main.936",
    pages = "18544--18562",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-faclens,
    title = "{F}ac{L}ens: Transferable Probe for Foreseeing Non-Factuality in Fact-Seeking Question Answering of Large Language Models",
    author = "Wang, Yanling  and
      Li, Haoyang  and
      Zou, Hao  and
      Zhang, Jing  and
      He, Xinlei  and
      Li, Qi  and
      Xu, Ke",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.937/",
    doi = "10.18653/v1/2025.emnlp-main.937",
    pages = "18563--18582",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-oms,
    title = "{OMS}: On-the-fly, Multi-Objective, Self-Reflective Ad Keyword Generation via {LLM} Agent",
    author = "Chen, Bowen  and
      Wang, Zhao  and
      Takamatsu, Shingo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.938/",
    doi = "10.18653/v1/2025.emnlp-main.938",
    pages = "18583--18601",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{guo-etal-2025-med,
    title = "{M}ed-{VRA}gent: A Framework for Medical Visual Reasoning-Enhanced Agents",
    author = "Guo, Guangfu  and
      Lu, Xiaoqian  and
      Feng, Yue",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.939/",
    doi = "10.18653/v1/2025.emnlp-main.939",
    pages = "18602--18616",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hanif-etal-2025-trojanwave,
    title = "{T}rojan{W}ave: Exploiting Prompt Learning for Stealthy Backdoor Attacks on Large Audio-Language Models",
    author = "Hanif, Asif  and
      Agro, Maha Tufail  and
      Shamshad, Fahad  and
      Nandakumar, Karthik",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.940/",
    doi = "10.18653/v1/2025.emnlp-main.940",
    pages = "18617--18633",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{das-ghosh-2025-llms,
    title = "Can {LLM}s be Literary Companions?: Analysing {LLM}s on {B}engali Figures of Speech Identification",
    author = "Das, Sourav  and
      Ghosh, Kripabandhu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.941/",
    doi = "10.18653/v1/2025.emnlp-main.941",
    pages = "18634--18656",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ghilardi-etal-2025-group,
    title = "Group-{SAE}: Efficient Training of Sparse Autoencoders for Large Language Models via Layer Groups",
    author = "Ghilardi, Davide  and
      Belotti, Federico  and
      Molinari, Marco  and
      Ma, Tao  and
      Palmonari, Matteo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.942/",
    doi = "10.18653/v1/2025.emnlp-main.942",
    pages = "18657--18677",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hei-etal-2025-retrieval,
    title = "Retrieval over Classification: Integrating Relation Semantics for Multimodal Relation Extraction",
    author = "Hei, Lei  and
      Liao, Tingjing  and
      Peiyingxin  and
      Qi, Yiyang  and
      Wang, Jiaqi  and
      Li, Ruiting  and
      Ren, Feiliang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.943/",
    doi = "10.18653/v1/2025.emnlp-main.943",
    pages = "18678--18693",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xu-etal-2025-punmemecn,
    title = "{P}un{M}eme{CN}: A Benchmark to Explore Vision-Language Models' Understanding of {C}hinese Pun Memes",
    author = "Xu, Zhijun  and
      Yuan, Siyu  and
      Zhang, Yiqiao  and
      Sun, Jingyu  and
      Zheng, Tong  and
      Yang, Deqing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.944/",
    doi = "10.18653/v1/2025.emnlp-main.944",
    pages = "18694--18710",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{an-etal-2025-ultraif,
    title = "{U}ltra{IF}: Advancing Instruction Following from the Wild",
    author = "An, Kaikai  and
      Sheng, Li  and
      Cui, Ganqu  and
      Si, Shuzheng  and
      Ding, Ning  and
      Cheng, Yu  and
      Chang, Baobao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.945/",
    doi = "10.18653/v1/2025.emnlp-main.945",
    pages = "18711--18726",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tang-etal-2025-identifying,
    title = "Identifying Pre-training Data in {LLM}s: A Neuron Activation-Based Detection Framework",
    author = "Tang, Hongyi  and
      Zhu, Zhihao  and
      Yang, Yi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.946/",
    doi = "10.18653/v1/2025.emnlp-main.946",
    pages = "18727--18740",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-treerare,
    title = "{T}ree{R}are: Syntax Tree-Guided Retrieval and Reasoning for Knowledge-Intensive Question Answering",
    author = "Zhang, Boyi  and
      Liu, Zhuo  and
      He, Hangfeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.947/",
    doi = "10.18653/v1/2025.emnlp-main.947",
    pages = "18741--18762",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{fillies-etal-2025-mapping,
    title = "Mapping Toxic Comments Across Demographics: A Dataset from {G}erman Public Broadcasting",
    author = "Fillies, Jan  and
      Hoffmann, Michael Peter  and
      Reichel, Rebecca  and
      Salzwedel, Roman  and
      Bodemer, Sven  and
      Paschke, Adrian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.948/",
    doi = "10.18653/v1/2025.emnlp-main.948",
    pages = "18763--18779",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cohen-etal-2025-small,
    title = "Small Models, Big Results: Achieving Superior Intent Extraction through Decomposition",
    author = "Cohen, Danielle  and
      Halpern, Yoni  and
      Kahlon, Noam  and
      Oren, Joel  and
      Berkovitch, Omri  and
      Caduri, Sapir  and
      Dagan, Ido  and
      Efros, Anatoly",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.949/",
    doi = "10.18653/v1/2025.emnlp-main.949",
    pages = "18780--18799",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ghattas-etal-2025-pruning,
    title = "On Pruning State-Space {LLM}s",
    author = "Ghattas, Tamer  and
      Hassid, Michael  and
      Schwartz, Roy",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.950/",
    doi = "10.18653/v1/2025.emnlp-main.950",
    pages = "18800--18814",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-orthogonal,
    title = "An Orthogonal High-Rank Adaptation for Large Language Models",
    author = "Zhang, Xin  and
      Chen, Guang-Ze  and
      Li, Shuzhen  and
      Liu, Zhulin  and
      Chen, C.L.Philip  and
      Zhang, Tong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.951/",
    doi = "10.18653/v1/2025.emnlp-main.951",
    pages = "18815--18833",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhou-etal-2025-bsfa,
    title = "{BSFA}: Leveraging the Subspace Dichotomy to Accelerate Neural Network Training",
    author = "Zhou, WenJie  and
      Wang, Bohan  and
      Chen, Wei  and
      Cheng, Xueqi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.952/",
    doi = "10.18653/v1/2025.emnlp-main.952",
    pages = "18834--18849",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sternlicht-etal-2025-debatable,
    title = "Debatable Intelligence: Benchmarking {LLM} Judges via Debate Speech Evaluation",
    author = "Sternlicht, Noy  and
      Gera, Ariel  and
      Bar-Haim, Roy  and
      Hope, Tom  and
      Slonim, Noam",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.953/",
    doi = "10.18653/v1/2025.emnlp-main.953",
    pages = "18850--18869",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-metok,
    title = "{MET}ok: Multi-Stage Event-based Token Compression for Efficient Long Video Understanding",
    author = "Wang, Mengyue  and
      Chen, Shuo  and
      Kersting, Kristian  and
      Tresp, Volker  and
      Ma, Yunpu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.954/",
    doi = "10.18653/v1/2025.emnlp-main.954",
    pages = "18870--18884",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{fan-etal-2025-visipruner,
    title = "{V}isi{P}runer: Decoding Discontinuous Cross-Modal Dynamics for Efficient Multimodal {LLM}s",
    author = "Fan, Yingqi  and
      Zhao, Anhao  and
      Fu, Jinlan  and
      Tong, Junlong  and
      Su, Hui  and
      Pan, Yijie  and
      Zhang, Wei  and
      Shen, Xiaoyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.955/",
    doi = "10.18653/v1/2025.emnlp-main.955",
    pages = "18885--18902",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jin-etal-2025-beyond,
    title = "Beyond Static Testbeds: An Interaction-Centric Agent Simulation Platform for Dynamic Recommender Systems",
    author = "Jin, Song  and
      Zhang, Juntian  and
      Liu, Yuhan  and
      Zhang, Xun  and
      Zhang, Yufei  and
      Yin, Guojun  and
      Jiang, Fei  and
      Lin, Wei  and
      Yan, Rui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.956/",
    doi = "10.18653/v1/2025.emnlp-main.956",
    pages = "18903--18920",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-sheetdesigner,
    title = "{S}heet{D}esigner: {MLLM}-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection",
    author = "Chen, Qin  and
      Ren, Yuanyi  and
      Ma, Xiaojun  and
      Liu, Mugeng  and
      Han, Shi  and
      Zhang, Dongmei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.957/",
    doi = "10.18653/v1/2025.emnlp-main.957",
    pages = "18921--18939",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{giloni-etal-2025-cair,
    title = "{CAIR}: Counterfactual-based Agent Influence Ranker for Agentic {AI} Workflows",
    author = "Giloni, Amit  and
      Picardi, Chiara  and
      Betser, Roy  and
      Bose, Shamik  and
      Sabapathy, Aishvariya Priya Rathina  and
      Vainshtein, Roman",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.958/",
    doi = "10.18653/v1/2025.emnlp-main.958",
    pages = "18940--18966",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{du-etal-2025-resure,
    title = "{R}e{SURE}: Regularizing Supervision Unreliability for Multi-turn Dialogue Fine-tuning",
    author = "Du, Yiming  and
      Xiang, Yifan  and
      Liang, Bin  and
      Lin, Dahua  and
      Wong, Kam-Fai  and
      Tan, Fei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.959/",
    doi = "10.18653/v1/2025.emnlp-main.959",
    pages = "18967--18985",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gur-arieh-etal-2025-precise,
    title = "Precise In-Parameter Concept Erasure in Large Language Models",
    author = "Gur-Arieh, Yoav  and
      Suslik, Clara Haya  and
      Hong, Yihuai  and
      Barez, Fazl  and
      Geva, Mor",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.960/",
    doi = "10.18653/v1/2025.emnlp-main.960",
    pages = "18986--19006",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ma-etal-2025-phonothink,
    title = "{P}hono{T}hink: Improving Large Language Models' Reasoning on {C}hinese Phonological Ambiguities",
    author = "Ma, Jianfei  and
      Feng, Zhaoxin  and
      Chersoni, Emmanuele  and
      Song, Huacheng  and
      Zhang, Ziqi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.961/",
    doi = "10.18653/v1/2025.emnlp-main.961",
    pages = "19007--19022",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lee-etal-2025-safe-sql,
    title = "{SAFE}-{SQL}: Self-Augmented In-Context Learning with Fine-grained Example Selection for Text-to-{SQL}",
    author = "Lee, Jimin  and
      Baek, Ingeol  and
      Kim, Byeongjeong  and
      Bae, Hyunkyung  and
      Lee, Hwanhee",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.962/",
    doi = "10.18653/v1/2025.emnlp-main.962",
    pages = "19023--19035",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yao-etal-2025-expandr,
    title = "{E}xpand{R}: Teaching Dense Retrievers Beyond Queries with {LLM} Guidance",
    author = "Yao, Sijia  and
      Huang, Pengcheng  and
      Liu, Zhenghao  and
      Gu, Yu  and
      Yan, Yukun  and
      Yu, Shi  and
      Yu, Ge",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.963/",
    doi = "10.18653/v1/2025.emnlp-main.963",
    pages = "19036--19054",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cuevas-etal-2025-anecdoctoring,
    title = "Anecdoctoring: Automated Red-Teaming Across Language and Place",
    author = "Cuevas, Alejandro  and
      Dash, Saloni  and
      Nayak, Bharat Kumar  and
      Vann, Dan  and
      Daepp, Madeleine I. G.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.964/",
    doi = "10.18653/v1/2025.emnlp-main.964",
    pages = "19055--19074",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kharrat-etal-2025-acing,
    title = "{ACING}: Actor-Critic for Instruction Learning in Black-Box {LLM}s",
    author = "Kharrat, Salma  and
      Fourati, Fares  and
      Canini, Marco",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.965/",
    doi = "10.18653/v1/2025.emnlp-main.965",
    pages = "19075--19102",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mukherjee-etal-2025-women,
    title = "Women, Infamous, and Exotic Beings: A Comparative Study of Honorific Usages in {W}ikipedia and {LLM}s for {B}engali and {H}indi",
    author = "Mukherjee, Sourabrata  and
      Mehta, Atharva  and
      Saha, Sougata  and
      Arora, Akhil  and
      Choudhury, Monojit",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.966/",
    doi = "10.18653/v1/2025.emnlp-main.966",
    pages = "19103--19126",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-process,
    title = "Process-Supervised Reward Models for Verifying Clinical Note Generation: A Scalable Approach Guided by Domain Expertise",
    author = "Wang, Hanyin  and
      Gao, Chufan  and
      Xu, Qiping  and
      Liu, Bolun  and
      Hussein, Guleid  and
      Korsapati, Hariprasad Reddy  and
      El Labban, Mohamad  and
      Iheasirim, Kingsley  and
      Hassan, Mohamed  and
      Anil, Gokhan  and
      Bartlett, Brian  and
      Sun, Jimeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.967/",
    doi = "10.18653/v1/2025.emnlp-main.967",
    pages = "19127--19147",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{he-etal-2025-gcml,
    title = "{GCML}: Gradient Coherence Guided Meta-Learning for Cross-Domain Emerging Topic Rumor Detection",
    author = "He, Zejiang  and
      Huang, Jingyuan  and
      Lu, Menglong  and
      Huang, Zhen  and
      Liu, Shanshan  and
      Tian, Zhiliang  and
      Li, Dongsheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.968/",
    doi = "10.18653/v1/2025.emnlp-main.968",
    pages = "19148--19162",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{majmudar-filatova-2025-llms,
    title = "Can {LLM}s Generate and Solve Linguistic Olympiad Puzzles?",
    author = "Majmudar, Neh  and
      Filatova, Elena",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.969/",
    doi = "10.18653/v1/2025.emnlp-main.969",
    pages = "19163--19200",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liao-etal-2025-e2llm,
    title = "{E}2{LLM}: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning",
    author = "Liao, Zihan  and
      Wang, Jun  and
      Yu, Hang  and
      Wei, Lingxiao  and
      Li, Jianguo  and
      Wang, Jun  and
      Zhang, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.970/",
    doi = "10.18653/v1/2025.emnlp-main.970",
    pages = "19201--19230",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-divscore,
    title = "{D}iv{S}core: Zero-Shot Detection of {LLM}-Generated Text in Specialized Domains",
    author = "Chen, Zhihui  and
      He, Kai  and
      Huang, Yucheng  and
      Zhu, Yunxiao  and
      Feng, Mengling",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.971/",
    doi = "10.18653/v1/2025.emnlp-main.971",
    pages = "19231--19253",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{min-etal-2025-multi,
    title = "Multi-Document Event Extraction Using Large and Small Language Models",
    author = "Min, Qingkai  and
      Qu, Zitian  and
      Guo, Qipeng  and
      Hu, Xiangkun  and
      Zhang, Zheng  and
      Zhang, Yue",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.972/",
    doi = "10.18653/v1/2025.emnlp-main.972",
    pages = "19254--19285",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yuan-etal-2025-ma,
    title = "{MA}-{GTS}: A Multi-Agent Framework for Solving Complex Graph Problems in Real-World Applications",
    author = "Yuan, Zike  and
      Liu, Ming  and
      Wang, Hui  and
      Qin, Bing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.973/",
    doi = "10.18653/v1/2025.emnlp-main.973",
    pages = "19286--19304",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shan-etal-2025-enhancing,
    title = "Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders",
    author = "Shan, Weiqiao  and
      Li, Yuang  and
      Zhang, Yuhao  and
      Luo, Yingfeng  and
      Xu, Chen  and
      Zhao, Xiaofeng  and
      Meng, Long  and
      Lu, Yunfei  and
      Zhang, Min  and
      Yang, Hao  and
      Xiao, Tong  and
      Zhu, JingBo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.974/",
    doi = "10.18653/v1/2025.emnlp-main.974",
    pages = "19305--19320",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-cikt,
    title = "{CIKT}: A Collaborative and Iterative Knowledge Tracing Framework with Large Language Models",
    author = "Li, Runze  and
      Wu, Siyu  and
      Wang, Jun  and
      Zhang, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.975/",
    doi = "10.18653/v1/2025.emnlp-main.975",
    pages = "19321--19334",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-mitigating-hallucinations,
    title = "Mitigating Hallucinations in {LM}-Based {TTS} Models via Distribution Alignment Using {GF}low{N}ets",
    author = "Liu, Chenlin  and
      Fang, Minghui  and
      Zhang, Patrick  and
      Zhou, Wei  and
      Gao, Jie  and
      Han, Jiqing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.976/",
    doi = "10.18653/v1/2025.emnlp-main.976",
    pages = "19335--19353",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-molerr2fix,
    title = "{M}ol{E}rr2{F}ix: Benchmarking {LLM} Trustworthiness in Chemistry via Modular Error Detection, Localization, Explanation, and Correction",
    author = "Wu, Yuyang  and
      Ye, Jinhui  and
      Zhang, Shuhao  and
      Dai, Lu  and
      Bisk, Yonatan  and
      Isayev, Olexandr",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.977/",
    doi = "10.18653/v1/2025.emnlp-main.977",
    pages = "19354--19371",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{luo-etal-2025-shared,
    title = "Shared Path: Unraveling Memorization in Multilingual {LLM}s through Language Similarities",
    author = "Luo, Xiaoyu  and
      Chen, Yiyi  and
      Bjerva, Johannes  and
      Li, Qiongxiu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.978/",
    doi = "10.18653/v1/2025.emnlp-main.978",
    pages = "19372--19388",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{nie-etal-2025-embedding,
    title = "Embedding Domain Knowledge for Large Language Models via Reinforcement Learning from Augmented Generation",
    author = "Nie, Chaojun  and
      Zhou, Jun  and
      Wang, Guanxiang  and
      Wu, Shisong  and
      Wang, Zichen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.979/",
    doi = "10.18653/v1/2025.emnlp-main.979",
    pages = "19389--19406",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-llm-driven,
    title = "{LLM}-Driven Completeness and Consistency Evaluation for Cultural Heritage Data Augmentation in Cross-Modal Retrieval",
    author = "Zhang, Jian  and
      Guo, Junyi  and
      Yuan, Junyi  and
      Lu, Huanda  and
      Zhou, Yanlin  and
      Wu, Fangyu  and
      Wang, Qiufeng  and
      Lu, Dongming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.980/",
    doi = "10.18653/v1/2025.emnlp-main.980",
    pages = "19407--19417",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{deas-mckeown-2025-artificial,
    title = "Artificial Impressions: Evaluating Large Language Model Behavior Through the Lens of Trait Impressions",
    author = "Deas, Nicholas  and
      McKeown, Kathleen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.981/",
    doi = "10.18653/v1/2025.emnlp-main.981",
    pages = "19418--19444",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-mitigating-hallucinations,
    title = "Mitigating Hallucinations in Large Vision-Language Models via Entity-Centric Multimodal Preference Optimization",
    author = "Wu, Jiulong  and
      Shi, Zhengliang  and
      Wang, Shuaiqiang  and
      Huang, Jizhou  and
      Yin, Dawei  and
      Yan, Lingyong  and
      Cao, Min  and
      Zhang, Min",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.982/",
    doi = "10.18653/v1/2025.emnlp-main.982",
    pages = "19445--19461",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ding-etal-2025-3ds,
    title = "3{DS}: Medical Domain Adaptation of {LLM}s via Decomposed Difficulty-based Data Selection",
    author = "Ding, Hongxin  and
      Fang, Yue  and
      Zhu, Runchuan  and
      Jiang, Xinke  and
      Zhang, Jinyang  and
      Xu, Yongxin  and
      Liao, Weibin  and
      Chu, Xu  and
      Zhao, Junfeng  and
      Wang, Yasha",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.983/",
    doi = "10.18653/v1/2025.emnlp-main.983",
    pages = "19462--19484",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ataallah-etal-2025-infinibench,
    title = "{I}nfini{B}ench: A Benchmark for Large Multi-Modal Models in Long-Form Movies and {TV} Shows",
    author = "Ataallah, Kirolos  and
      Bakr, Eslam Mohamed  and
      Ahmed, Mahmoud  and
      Gou, Chenhui  and
      Pahwa, Khushbu  and
      Ding, Jian  and
      Elhoseiny, Mohamed",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.984/",
    doi = "10.18653/v1/2025.emnlp-main.984",
    pages = "19485--19512",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hong-etal-2025-intrinsic,
    title = "Intrinsic Test of Unlearning Using Parametric Knowledge Traces",
    author = "Hong, Yihuai  and
      Yu, Lei  and
      Yang, Haiqin  and
      Ravfogel, Shauli  and
      Geva, Mor",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.985/",
    doi = "10.18653/v1/2025.emnlp-main.985",
    pages = "19513--19535",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bhendawade-etal-2025-speculative,
    title = "Speculative Streaming: Efficient and Scalable Speculative Decoding with Multi-Stream Attention",
    author = "Bhendawade, Nikhil  and
      Belousova, Irina  and
      Fu, Qichen  and
      Mason, Henry  and
      Lin, Antonie  and
      Rastegari, Mohammad  and
      Najibi, Mahyar",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.986/",
    doi = "10.18653/v1/2025.emnlp-main.986",
    pages = "19536--19559",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-evaluating-cognitive,
    title = "Evaluating Cognitive-Behavioral Fixation via Multimodal User Viewing Patterns on Social Media",
    author = "Wang, Yujie  and
      Zhao, Yunwei  and
      Yang, Jing  and
      Han, Han  and
      Shan, Shiguang  and
      Zhang, Jie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.987/",
    doi = "10.18653/v1/2025.emnlp-main.987",
    pages = "19560--19572",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sanz-guerrero-etal-2025-mind,
    title = "Mind the Gap: A Closer Look at Tokenization for Multiple-Choice Question Answering with {LLM}s",
    author = "Sanz-Guerrero, Mario  and
      Bui, Minh Duc  and
      von der Wense, Katharina",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.988/",
    doi = "10.18653/v1/2025.emnlp-main.988",
    pages = "19573--19583",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-vocalnet,
    title = "{V}ocal{N}et: Speech {LLM}s with Multi-Token Prediction for Faster and High-Quality Generation",
    author = "Wang, Yuhao  and
      Liu, Heyang  and
      Cheng, Ziyang  and
      Wu, Ronghua  and
      Gu, Qunshan  and
      Wang, Yanfeng  and
      Wang, Yu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.989/",
    doi = "10.18653/v1/2025.emnlp-main.989",
    pages = "19584--19601",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{huang-etal-2025-path,
    title = "Path Drift in Large Reasoning Models: How First-Person Commitments Override Safety",
    author = "Huang, Yuyi  and
      Zhan, Runzhe  and
      Chao, Lidia S.  and
      Tao, Ailin  and
      Wong, Derek F.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.990/",
    doi = "10.18653/v1/2025.emnlp-main.990",
    pages = "19602--19616",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-etal-2025-cbp,
    title = "{CBP}-Tuning: Efficient Local Customization for Black-box Large Language Models",
    author = "Zhao, Jiaxuan  and
      Gu, Naibin  and
      Feng, Yuchen  and
      Liu, Xiyu  and
      Fu, Peng  and
      Lin, Zheng  and
      Wang, Weiping",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.991/",
    doi = "10.18653/v1/2025.emnlp-main.991",
    pages = "19617--19630",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{karim-etal-2025-beyond,
    title = "Beyond the Score: Uncertainty-Calibrated {LLM}s for Automated Essay Assessment",
    author = "Karim, Ahmed  and
      Wang, Qiao  and
      Yuan, Zheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.992/",
    doi = "10.18653/v1/2025.emnlp-main.992",
    pages = "19631--19636",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chochlakis-etal-2025-humans,
    title = "Humans Hallucinate Too: Language Models Identify and Correct Subjective Annotation Errors With Label-in-a-Haystack Prompts",
    author = "Chochlakis, Georgios  and
      Wu, Peter  and
      Bedi, Tikka Arjun Singh  and
      Ma, Marcus  and
      Lerman, Kristina  and
      Narayanan, Shrikanth",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.993/",
    doi = "10.18653/v1/2025.emnlp-main.993",
    pages = "19637--19656",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jamil-etal-2025-diy,
    title = "$\textit{Do It Yourself (DIY)}$: Modifying Images for Poems in a Zero-Shot Setting Using Weighted Prompt Manipulation",
    author = "Jamil, Sofia  and
      Charan, Kotla Sai  and
      Saha, Sriparna  and
      Goswami, Koustava  and
      J, Joseph K",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.994/",
    doi = "10.18653/v1/2025.emnlp-main.994",
    pages = "19657--19665",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-etal-2025-looking,
    title = "Looking Beyond Text: Reducing Language Bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance",
    author = "Zhao, Haozhe  and
      Si, Shuzheng  and
      Chen, Liang  and
      Zhang, Yichi  and
      Sun, Maosong  and
      Chang, Baobao  and
      Zhang, Minjia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.995/",
    doi = "10.18653/v1/2025.emnlp-main.995",
    pages = "19666--19690",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lamia-etal-2025-holds,
    title = "Who Holds the Pen? Caricature and Perspective in {LLM} Retellings of History",
    author = "Lamia, Lubna Zahan  and
      Hossain, Mabsur Fatin Bin  and
      Khan, Md Mosaddek",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.996/",
    doi = "10.18653/v1/2025.emnlp-main.996",
    pages = "19691--19710",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lv-etal-2025-dsmoe,
    title = "{DSM}o{E}: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense {LLM}s",
    author = "Lv, Minxuan  and
      Su, Zhenpeng  and
      Pan, Leiyu  and
      Xiong, Yizhe  and
      Lin, Zijia  and
      Chen, Hui  and
      Zhou, Wei  and
      Han, Jungong  and
      Ding, Guiguang  and
      Ou, Wenwu  and
      Zhang, Di  and
      Gai, Kun  and
      Hu, Songlin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.997/",
    doi = "10.18653/v1/2025.emnlp-main.997",
    pages = "19711--19722",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-search,
    title = "Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty",
    author = "Wu, Peilin  and
      Zhang, Mian  and
      Zhang, Xinlu  and
      Du, Xinya  and
      Chen, Zhiyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.998/",
    doi = "10.18653/v1/2025.emnlp-main.998",
    pages = "19723--19734",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{padovani-etal-2025-child,
    title = "Child-Directed Language Does Not Consistently Boost Syntax Learning in Language Models",
    author = "Padovani, Francesca  and
      Jumelet, Jaap  and
      Matusevych, Yevgen  and
      Bisazza, Arianna",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.999/",
    doi = "10.18653/v1/2025.emnlp-main.999",
    pages = "19735--19756",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{de-pieuchon-etal-2025-benchmarking,
    title = "Benchmarking Debiasing Methods for {LLM}-based Parameter Estimates",
    author = "de Pieuchon, Nicolas Audinet  and
      Daoud, Adel  and
      Jerzak, Connor Thomas  and
      Johansson, Moa  and
      Johansson, Richard",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1000/",
    doi = "10.18653/v1/2025.emnlp-main.1000",
    pages = "19757--19772",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{singh-etal-2025-almost,
    title = "(Almost) Free Modality Stitching of Foundation Models",
    author = "Singh, Jaisidh  and
      Misra, Diganta  and
      Knyazev, Boris  and
      Orvieto, Antonio",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1001/",
    doi = "10.18653/v1/2025.emnlp-main.1001",
    pages = "19773--19789",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xu-etal-2025-veritas,
    title = "{VERITAS}: Leveraging Vision Priors and Expert Fusion to Improve Multimodal Data",
    author = "Xu, Tingqiao  and
      Zeng, Ziru  and
      Chen, Jiayu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1002/",
    doi = "10.18653/v1/2025.emnlp-main.1002",
    pages = "19790--19809",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-rescorla,
    title = "Rescorla-Wagner Steering of {LLM}s for Undesired Behaviors over Disproportionate Inappropriate Context",
    author = "Wang, Rushi  and
      Liu, Jiateng  and
      Qian, Cheng  and
      Shen, Yifan  and
      Pan, Yanzhou  and
      Xu, Zhaozhuo  and
      Abbasi, Ahmed  and
      Ji, Heng  and
      Zhang, Denghui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1003/",
    doi = "10.18653/v1/2025.emnlp-main.1003",
    pages = "19810--19845",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-exploring-artificial,
    title = "Exploring Artificial Image Generation for Stance Detection",
    author = "Zhang, Zhengkang  and
      Wang, Zhongqing  and
      Zhou, Guodong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1004/",
    doi = "10.18653/v1/2025.emnlp-main.1004",
    pages = "19846--19861",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{pofcher-etal-2025-hope,
    title = "Hope vs. Hate: Understanding User Interactions with {LGBTQ}+ News Content in Mainstream {US} News Media through the Lens of Hope Speech",
    author = "Pofcher, Jonathan  and
      Homan, Christopher M  and
      Sell, Randall  and
      KhudaBukhsh, Ashiqur R.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1005/",
    doi = "10.18653/v1/2025.emnlp-main.1005",
    pages = "19862--19888",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hua-etal-2025-flaw,
    title = "Flaw or Artifact? Rethinking Prompt Sensitivity in Evaluating {LLM}s",
    author = "Hua, Andong  and
      Tang, Kenan  and
      Gu, Chenhe  and
      Gu, Jindong  and
      Wong, Eric  and
      Qin, Yao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1006/",
    doi = "10.18653/v1/2025.emnlp-main.1006",
    pages = "19889--19899",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kweon-etal-2025-topic,
    title = "Topic Coverage-based Demonstration Retrieval for In-Context Learning",
    author = "Kweon, Wonbin  and
      Kang, SeongKu  and
      Tian, Runchu  and
      Jiang, Pengcheng  and
      Han, Jiawei  and
      Yu, Hwanjo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1007/",
    doi = "10.18653/v1/2025.emnlp-main.1007",
    pages = "19900--19912",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{qiu-etal-2025-wavelength,
    title = "On the Same Wavelength? Evaluating Pragmatic Reasoning in Language Models across Broad Concepts",
    author = "Qiu, Linlu  and
      Zhang, Cedegao E.  and
      Tenenbaum, Joshua B.  and
      Kim, Yoon  and
      Levy, Roger P.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1008/",
    doi = "10.18653/v1/2025.emnlp-main.1008",
    pages = "19913--19935",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bangash-etal-2025-musescorer,
    title = "{M}use{S}corer: Idea Originality Scoring At Scale",
    author = "Bangash, Ali Sarosh  and
      Veera, Krish  and
      Islam, Ishfat Abrar  and
      Baten, Raiyan Abdul",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1009/",
    doi = "10.18653/v1/2025.emnlp-main.1009",
    pages = "19936--19954",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{fonseca-etal-2025-safenudge,
    title = "{SAFENUDGE}: Safeguarding Large Language Models in Real-time with Tunable Safety-Performance Trade-offs",
    author = "Fonseca, Joao  and
      Bell, Andrew  and
      Stoyanovich, Julia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1010/",
    doi = "10.18653/v1/2025.emnlp-main.1010",
    pages = "19955--19969",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{das-etal-2025-rader,
    title = "{R}a{D}e{R}: Reasoning-aware Dense Retrieval Models",
    author = "Das, Debrup  and
      O{'}Nuallain, Sam  and
      Rahimi, Razieh",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1011/",
    doi = "10.18653/v1/2025.emnlp-main.1011",
    pages = "19970--19997",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shafique-etal-2025-culturally,
    title = "A Culturally-diverse Multilingual Multimodal Video Benchmark {\&} Model",
    author = "Shafique, Bhuiyan Sanjid  and
      Vayani, Ashmal  and
      Maaz, Muhammad  and
      Rasheed, Hanoona Abdul  and
      Dissanayake, Dinura  and
      Kurpath, Mohammed Irfan  and
      Hmaiti, Yahya  and
      Inoue, Go  and
      Lahoud, Jean  and
      Rashid, Md. Safirur  and
      Quasem, Shadid Intisar  and
      Fatima, Maheen  and
      Vidal, Franco  and
      Maslych, Mykola  and
      More, Ketan Pravin  and
      Baliah, Sanoojan  and
      Watawana, Hasindri  and
      Li, Yuhao  and
      Farestam, Fabian  and
      Schaller, Leon  and
      Tymtsiv, Roman  and
      Weber, Simon  and
      Cholakkal, Hisham  and
      Laptev, Ivan  and
      Satoh, Shin{'}ichi  and
      Felsberg, Michael  and
      Shah, Mubarak  and
      Khan, Salman  and
      Khan, Fahad Shahbaz",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1012/",
    doi = "10.18653/v1/2025.emnlp-main.1012",
    pages = "19998--20022",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{farhangian-etal-2025-dres,
    title = "{DRES}: Fake news detection by dynamic representation and ensemble selection",
    author = "Farhangian, Faramarz  and
      Ensina, Leandro Augusto  and
      Cavalcanti, George D C  and
      M. O. Cruz, Rafael",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1013/",
    doi = "10.18653/v1/2025.emnlp-main.1013",
    pages = "20023--20041",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{rahnamoun-shamsfard-2025-graph,
    title = "A Graph-Theoretical Framework for Analyzing the Behavior of Causal Language Models",
    author = "Rahnamoun, Rashin  and
      Shamsfard, Mehrnoush",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1014/",
    doi = "10.18653/v1/2025.emnlp-main.1014",
    pages = "20042--20073",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-membership,
    title = "Membership and Memorization in {LLM} Knowledge Distillation",
    author = "Zhang, Ziqi  and
      Shahin Shamsabadi, Ali  and
      Lu, Hanxiao  and
      Cai, Yifeng  and
      Haddadi, Hamed",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1015/",
    doi = "10.18653/v1/2025.emnlp-main.1015",
    pages = "20074--20084",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kaneko-etal-2025-balanced,
    title = "Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models",
    author = "Kaneko, Masahiro  and
      Aji, Alham Fikri  and
      Baldwin, Timothy",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1016/",
    doi = "10.18653/v1/2025.emnlp-main.1016",
    pages = "20085--20104",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{taguchi-etal-2025-efficient,
    title = "Efficient Context Selection for Long-Context {QA}: No Tuning, No Iteration, Just Adaptive{-}$k$",
    author = "Taguchi, Chihiro  and
      Maekawa, Seiji  and
      Bhutani, Nikita",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1017/",
    doi = "10.18653/v1/2025.emnlp-main.1017",
    pages = "20105--20130",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{taguchi-etal-2025-languages,
    title = "Languages Still Left Behind: Toward a Better Multilingual Machine Translation Benchmark",
    author = "Taguchi, Chihiro  and
      Mai, Seng  and
      Kurabe, Keita  and
      Sakai, Yusuke  and
      Agyei, Georgina  and
      Eslami, Soudabeh  and
      Chiang, David",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1018/",
    doi = "10.18653/v1/2025.emnlp-main.1018",
    pages = "20131--20143",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{guerra-solano-etal-2025-think,
    title = "Think Globally, Group Locally: Evaluating {LLM}s Using Multi-Lingual Word Grouping Games",
    author = "Guerra-Solano, C{\'e}sar  and
      Li, Zhuochun  and
      Li, Xiang Lorraine",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1019/",
    doi = "10.18653/v1/2025.emnlp-main.1019",
    pages = "20144--20165",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{pi-etal-2025-pointing,
    title = "Pointing to a Llama and Call it a Camel: On the Sycophancy of Multimodal Large Language Models",
    author = "Pi, Renjie  and
      Miao, Kehao  and
      Peihang, Li  and
      Liu, Runtao  and
      Gao, Jiahui  and
      Zhang, Jipeng  and
      Zhou, Xiaofang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1020/",
    doi = "10.18653/v1/2025.emnlp-main.1020",
    pages = "20166--20180",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{pi-etal-2025-mr,
    title = "{MR}. Judge: Multimodal Reasoner as a Judge",
    author = "Pi, Renjie  and
      Bai, Haoping  and
      Chen, Qibin  and
      Wang, Xiaoming Simon  and
      Shan, Jiulong  and
      Liu, Xiaojiang  and
      Cao, Meng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1021/",
    doi = "10.18653/v1/2025.emnlp-main.1021",
    pages = "20181--20205",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gao-etal-2025-mobizo,
    title = "{M}obi{ZO}: Enabling Efficient {LLM} Fine-Tuning at the Edge via Inference Engines",
    author = "Gao, Lei  and
      Ziashahabi, Amir  and
      Niu, Yue  and
      Avestimehr, Salman  and
      Annavaram, Murali",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1022/",
    doi = "10.18653/v1/2025.emnlp-main.1022",
    pages = "20206--20223",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{al-ghallabi-etal-2025-fann,
    title = "Fann or Flop: A Multigenre, Multiera Benchmark for {A}rabic Poetry Understanding in {LLM}s",
    author = "Al Ghallabi, Wafa  and
      Thawkar, Ritesh  and
      Ghaboura, Sara  and
      More, Ketan Pravin  and
      Thawakar, Omkar  and
      Cholakkal, Hisham  and
      Khan, Salman  and
      Anwer, Rao Muhammad",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1023/",
    doi = "10.18653/v1/2025.emnlp-main.1023",
    pages = "20224--20244",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{leang-etal-2025-comat,
    title = "{C}o{MAT}: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning",
    author = "Leang, Joshua Ong Jun  and
      Gema, Aryo Pradipta  and
      Cohen, Shay B",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1024/",
    doi = "10.18653/v1/2025.emnlp-main.1024",
    pages = "20245--20274",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{muennighoff-etal-2025-s1,
    title = "s1: Simple test-time scaling",
    author = "Muennighoff, Niklas  and
      Yang, Zitong  and
      Shi, Weijia  and
      Li, Xiang Lisa  and
      Fei-Fei, Li  and
      Hajishirzi, Hannaneh  and
      Zettlemoyer, Luke  and
      Liang, Percy  and
      Cand{\`e}s, Emmanuel  and
      Hashimoto, Tatsunori",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1025/",
    doi = "10.18653/v1/2025.emnlp-main.1025",
    pages = "20275--20321",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{parappan-henao-2025-learning,
    title = "Learning Subjective Label Distributions via Sociocultural Descriptors",
    author = "Parappan, Mohammed Fayiz  and
      Henao, Ricardo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1026/",
    doi = "10.18653/v1/2025.emnlp-main.1026",
    pages = "20322--20338",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{luo-deshwal-2025-com,
    title = "{COM}-{BOM}: {B}ayesian Exemplar Search for Efficiently Exploring the Accuracy-Calibration {P}areto Frontier",
    author = "Luo, Gaoxiang  and
      Deshwal, Aryan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1027/",
    doi = "10.18653/v1/2025.emnlp-main.1027",
    pages = "20339--20352",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{seki-etal-2025-ml,
    title = "{ML}-Promise: A Multilingual Dataset for Corporate Promise Verification",
    author = {Seki, Yohei  and
      Shu, Hakusen  and
      Lhuissier, Ana{\"i}s  and
      Lee, Hanwool  and
      Kang, Juyeon  and
      Day, Min-Yuh  and
      Chen, Chung-Chi},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1028/",
    doi = "10.18653/v1/2025.emnlp-main.1028",
    pages = "20353--20366",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{neplenbroek-etal-2025-reading,
    title = "Reading Between the Prompts: How Stereotypes Shape {LLM}{'}s Implicit Personalization",
    author = "Neplenbroek, Vera  and
      Bisazza, Arianna  and
      Fern{\'a}ndez, Raquel",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1029/",
    doi = "10.18653/v1/2025.emnlp-main.1029",
    pages = "20367--20400",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lu-etal-2025-paired,
    title = "Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation",
    author = "Lu, Yen-Ju  and
      Thebaud, Thomas  and
      Moro-Velazquez, Laureano  and
      Dehak, Najim  and
      Villalba, Jesus",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1030/",
    doi = "10.18653/v1/2025.emnlp-main.1030",
    pages = "20401--20423",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-please,
    title = "Please Translate Again: Two Simple Experiments on Whether Human-Like Reasoning Helps Translation",
    author = "Wu, Di  and
      Aycock, Seth  and
      Monz, Christof",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1031/",
    doi = "10.18653/v1/2025.emnlp-main.1031",
    pages = "20424--20440",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{baek-etal-2025-large,
    title = "How Do Large Vision-Language Models See Text in Image? Unveiling the Distinctive Role of {OCR} Heads",
    author = "Baek, Ingeol  and
      Chang, Hwan  and
      Ryu, Sunghyun  and
      Lee, Hwanhee",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1032/",
    doi = "10.18653/v1/2025.emnlp-main.1032",
    pages = "20441--20453",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{resck-etal-2025-explainability,
    title = "Explainability and Interpretability of Multilingual Large Language Models: A Survey",
    author = "Resck, Lucas  and
      Augenstein, Isabelle  and
      Korhonen, Anna",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1033/",
    doi = "10.18653/v1/2025.emnlp-main.1033",
    pages = "20454--20486",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kim-etal-2025-decoding,
    title = "Decoding the Rule Book: Extracting Hidden Moderation Criteria from {R}eddit Communities",
    author = "Kim, Youngwoo  and
      Beniwal, Himanshu  and
      Johnson, Steven L.  and
      Hartvigsen, Thomas",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1034/",
    doi = "10.18653/v1/2025.emnlp-main.1034",
    pages = "20487--20498",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{malaviya-etal-2025-act2i,
    title = "{A}c{T}2{I}: Evaluating and Improving Action Depiction in Text-to-Image Models",
    author = "Malaviya, Vatsal  and
      Chatterjee, Agneet  and
      Patel, Maitreya  and
      Yang, Yezhou  and
      Baral, Chitta",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1035/",
    doi = "10.18653/v1/2025.emnlp-main.1035",
    pages = "20499--20516",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{aissa-etal-2025-assessing,
    title = "Assessing {F}rench Readability for Adults with Low Literacy: A Global and Local Perspective",
    author = "Aissa, Wafa  and
      Ba{\~n}eras-Roux, Thibault  and
      Vanzeveren, Elodie  and
      Gao, Lingyun  and
      Wilkens, Rodrigo  and
      Fran{\c{c}}ois, Thomas",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1036/",
    doi = "10.18653/v1/2025.emnlp-main.1036",
    pages = "20517--20539",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yun-etal-2025-lilac,
    title = "{LIL}a{C}: Late Interacting in Layered Component Graph for Open-domain Multimodal Multihop Retrieval",
    author = "Yun, Joohyung  and
      Lee, Doyup  and
      Han, Wook-Shin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1037/",
    doi = "10.18653/v1/2025.emnlp-main.1037",
    pages = "20540--20559",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{parekh-etal-2025-dicore,
    title = "{D}i{C}o{R}e: Enhancing Zero-shot Event Detection via Divergent-Convergent {LLM} Reasoning",
    author = "Parekh, Tanmay  and
      Mehta, Kartik  and
      Mehrabi, Ninareh  and
      Chang, Kai-Wei  and
      Peng, Nanyun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1038/",
    doi = "10.18653/v1/2025.emnlp-main.1038",
    pages = "20560--20582",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{parekh-etal-2025-snare,
    title = "{SN}a{R}e: Domain-aware Data Generation for Low-Resource Event Detection",
    author = "Parekh, Tanmay  and
      Dong, Yuxuan  and
      Bandarkar, Lucas  and
      Kim, Artin  and
      Hsu, I-Hung  and
      Chang, Kai-Wei  and
      Peng, Nanyun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1039/",
    doi = "10.18653/v1/2025.emnlp-main.1039",
    pages = "20583--20604",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-table,
    title = "Table-R1: Inference-Time Scaling for Table Reasoning Tasks",
    author = "Yang, Zheyuan  and
      Chen, Lyuhao  and
      Cohan, Arman  and
      Zhao, Yilun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1040/",
    doi = "10.18653/v1/2025.emnlp-main.1040",
    pages = "20605--20624",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{song-etal-2025-limrank,
    title = "{L}im{R}ank: Less is More for Reasoning-Intensive Information Reranking",
    author = "Song, Tingyu  and
      Zhao, Yilun  and
      Zhang, Siyue  and
      Zhao, Chen  and
      Cohan, Arman",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1041/",
    doi = "10.18653/v1/2025.emnlp-main.1041",
    pages = "20625--20639",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{parmar-etal-2025-plangen,
    title = "{P}lan{GEN}: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving",
    author = "Parmar, Mihir  and
      Liu, Xin  and
      Goyal, Palash  and
      Chen, Yanfei  and
      Le, Long  and
      Mishra, Swaroop  and
      Mobahi, Hossein  and
      Gu, Jindong  and
      Wang, Zifeng  and
      Nakhost, Hootan  and
      Baral, Chitta  and
      Lee, Chen-Yu  and
      Pfister, Tomas  and
      Palangi, Hamid",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1042/",
    doi = "10.18653/v1/2025.emnlp-main.1042",
    pages = "20640--20666",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gandhi-etal-2025-empirical,
    title = "An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation",
    author = "Gandhi, Shubham  and
      Naik, Atharva  and
      Xie, Yiqing  and
      Rose, Carolyn",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1043/",
    doi = "10.18653/v1/2025.emnlp-main.1043",
    pages = "20667--20686",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lavrouk-etal-2025-foundation,
    title = "What are Foundation Models Cooking in the Post-Soviet World?",
    author = "Lavrouk, Anton  and
      Naous, Tarek  and
      Ritter, Alan  and
      Xu, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1044/",
    doi = "10.18653/v1/2025.emnlp-main.1044",
    pages = "20687--20709",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zheng-etal-2025-logidynamics,
    title = "{L}ogi{D}ynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in {LLM} Reasoning",
    author = "Zheng, Tianshi  and
      Jiayang, Cheng  and
      Li, Chunyang  and
      Shi, Haochen  and
      Wang, Zihao  and
      Bai, Jiaxin  and
      Song, Yangqiu  and
      Wong, Ginny  and
      See, Simon",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1045/",
    doi = "10.18653/v1/2025.emnlp-main.1045",
    pages = "20710--20731",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-ecolora,
    title = "{E}co{L}o{RA}: Communication-Efficient Federated Fine-Tuning of Large Language Models",
    author = "Liu, Han  and
      Wen, Ruoyao  and
      Nair, Srijith  and
      Liu, Jia  and
      Lou, Wenjing  and
      Zhang, Chongjie  and
      Yeoh, William  and
      Vorobeychik, Yevgeniy  and
      Zhang, Ning",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1046/",
    doi = "10.18653/v1/2025.emnlp-main.1046",
    pages = "20732--20746",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ma-etal-2025-memorization-understanding,
    title = "Memorization $\neq$ Understanding: Do Large Language Models Have the Ability of Scenario Cognition?",
    author = "Ma, Boxiang  and
      Li, Ru  and
      Wang Yuanlong  and
      Tan, Hongye  and
      Li, Xiaoli",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1047/",
    doi = "10.18653/v1/2025.emnlp-main.1047",
    pages = "20747--20763",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-priority,
    title = "Priority on High-Quality: Selecting Instruction Data via Consistency Verification of Noise Injection",
    author = "Zhang, Hong  and
      Zhao, Feng  and
      Zhao, Ruilin  and
      Yan, Cheng  and
      Liu, Kangzheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1048/",
    doi = "10.18653/v1/2025.emnlp-main.1048",
    pages = "20764--20776",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gao-etal-2025-prompts,
    title = "Can Prompts Rewind Time for {LLM}s? Evaluating the Effectiveness of Prompted Knowledge Cutoffs",
    author = "Gao, Xin  and
      Zhang, Ruiyi  and
      Du, Daniel  and
      Mahindre, Saurabh  and
      Somayajula, Sai Ashish  and
      Xie, Pengtao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1049/",
    doi = "10.18653/v1/2025.emnlp-main.1049",
    pages = "20777--20788",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{guo-etal-2025-dsvd,
    title = "{DSVD}: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models",
    author = "Guo, YiQiu  and
      Yang, Yuchen  and
      Chen, Zhe  and
      Wang, Pingjie  and
      Liao, Yusheng  and
      Zhang, Ya  and
      Wang, Yanfeng  and
      Wang, Yu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1050/",
    doi = "10.18653/v1/2025.emnlp-main.1050",
    pages = "20789--20808",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{moon-etal-2025-metric,
    title = "Metric Calculating Benchmark: Code-Verifiable Complicate Instruction Following Benchmark for Large Language Models",
    author = "Moon, Hyeonseok  and
      Hong, Seongtae  and
      Seo, Jaehyung  and
      Lim, Heuiseok",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1051/",
    doi = "10.18653/v1/2025.emnlp-main.1051",
    pages = "20809--20823",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{luo-etal-2025-generative,
    title = "Generative Annotation for {ASR} Named Entity Correction",
    author = "Luo, Yuanchang  and
      Wei, Daimeng  and
      Li, Shaojun  and
      Shang, Hengchao  and
      Guo, Jiaxin  and
      Li, Zongyao  and
      Wu, Zhanglin  and
      Chen, Xiaoyu  and
      Rao, Zhiqiang  and
      Yang, Jinlong  and
      Yang, Hao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1052/",
    doi = "10.18653/v1/2025.emnlp-main.1052",
    pages = "20824--20835",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lee-goldwasser-2025-solar,
    title = "{SOLAR}: Towards Characterizing Subjectivity of Individuals through Modeling Value Conflicts and Trade-offs",
    author = "Lee, Younghun  and
      Goldwasser, Dan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1053/",
    doi = "10.18653/v1/2025.emnlp-main.1053",
    pages = "20836--20851",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{he-roy-2025-logictree,
    title = "{L}ogic{T}ree: Structured Proof Exploration for Coherent and Rigorous Logical Reasoning with Large Language Models",
    author = "He, Kang  and
      Roy, Kaushik",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1054/",
    doi = "10.18653/v1/2025.emnlp-main.1054",
    pages = "20852--20881",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yamashita-etal-2025-unmasking,
    title = "Unmasking Fake Careers: Detecting Machine-Generated Career Trajectories via Multi-layer Heterogeneous Graphs",
    author = "Yamashita, Michiharu  and
      Tran, Thanh  and
      Zhang, Delvin Ce  and
      Lee, Dongwon",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1055/",
    doi = "10.18653/v1/2025.emnlp-main.1055",
    pages = "20882--20897",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ban-etal-2025-gap,
    title = "{GAP}: a Global Adaptive Pruning Method for Large Language Models",
    author = "Ban, Zhihua  and
      Ma, Haotian  and
      Zhang, Siheng  and
      Liu, Shengyu  and
      Chen, Xichen  and
      Yang, Ming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1056/",
    doi = "10.18653/v1/2025.emnlp-main.1056",
    pages = "20898--20903",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-distribution,
    title = "Distribution Prompting: Understanding the Expressivity of Language Models Through the Next-Token Distributions They Can Produce",
    author = "Wang, Haojin  and
      Zhu, Zining  and
      Shi, Freda",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1057/",
    doi = "10.18653/v1/2025.emnlp-main.1057",
    pages = "20904--20917",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-etal-2025-lga,
    title = "{LGA}: {LLM}-{GNN} Aggregation for Temporal Evolution Attribute Graph Prediction",
    author = "Zhao, Feng  and
      Chai, Ruoyu  and
      Liu, Kangzheng  and
      Liu, Xianggan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1058/",
    doi = "10.18653/v1/2025.emnlp-main.1058",
    pages = "20918--20929",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zou-etal-2025-eifbench,
    title = "{EIFBENCH}: Extremely Complex Instruction Following Benchmark for Large Language Models",
    author = "Zou, Tao  and
      Zhang, Xinghua  and
      Yu, Haiyang  and
      Wang, Minzheng  and
      Huang, Fei  and
      Li, Yongbin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1059/",
    doi = "10.18653/v1/2025.emnlp-main.1059",
    pages = "20930--20953",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{faghih-etal-2025-tool,
    title = "Tool Preferences in Agentic {LLM}s are Unreliable",
    author = "Faghih, Kazem  and
      Wang, Wenxiao  and
      Cheng, Yize  and
      Bharti, Siddhant  and
      Sriramanan, Gaurang  and
      Balasubramanian, Sriram  and
      Hosseini, Parsa  and
      Feizi, Soheil",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1060/",
    doi = "10.18653/v1/2025.emnlp-main.1060",
    pages = "20954--20969",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-enhancing-large,
    title = "Enhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning",
    author = "Liu, Yu  and
      Cao, Yanan  and
      Lin, Xixun  and
      Shang, Yanmin  and
      Wang, Shi  and
      Pan, Shirui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1061/",
    doi = "10.18653/v1/2025.emnlp-main.1061",
    pages = "20970--20984",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shin-etal-2025-multidocfusion,
    title = "{M}ulti{D}oc{F}usion : Hierarchical and Multimodal Chunking Pipeline for Enhanced {RAG} on Long Industrial Documents",
    author = "Shin, Joongmin  and
      Park, Chanjun  and
      Park, Jeongbae  and
      Seo, Jaehyung  and
      Lim, Heuiseok",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1062/",
    doi = "10.18653/v1/2025.emnlp-main.1062",
    pages = "20985--21004",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-attention,
    title = "Attention-guided Self-reflection for Zero-shot Hallucination Detection in Large Language Models",
    author = "Liu, Qiang  and
      Chen, Xinlong  and
      Ding, Yue  and
      Song, Bowen  and
      Wang, Weiqiang  and
      Wu, Shu  and
      Wang, Liang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1063/",
    doi = "10.18653/v1/2025.emnlp-main.1063",
    pages = "21005--21021",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{nghiem-etal-2025-rich,
    title = "`Rich Dad, Poor Lad': How do Large Language Models Contextualize Socioeconomic Factors in College Admission ?",
    author = "Nghiem, Huy  and
      Nguyen-Le, Phuong-Anh  and
      Prindle, John  and
      Rudinger, Rachel  and
      III, Hal Daum{\'e}",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1064/",
    doi = "10.18653/v1/2025.emnlp-main.1064",
    pages = "21022--21056",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{pan-etal-2025-understanding,
    title = "Understanding and Mitigating Overrefusal in {LLM}s from an Unveiling Perspective of Safety Decision Boundary",
    author = "Pan, Licheng  and
      Tong, Yongqi  and
      Zhang, Xin  and
      Zhang, Xiaolu  and
      Zhou, Jun  and
      Chu, Zhixuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1065/",
    doi = "10.18653/v1/2025.emnlp-main.1065",
    pages = "21057--21075",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yuan-etal-2025-mmag,
    title = "{MMAG}: Multimodal Learning for Mucus Anomaly Grading in Nasal Endoscopy via Semantic Attribute Prompting",
    author = "Yuan, Xinpan  and
      Huang, Mingzhu  and
      Hua, Liujie  and
      Ju, Jianuo  and
      Zhang, Xu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1066/",
    doi = "10.18653/v1/2025.emnlp-main.1066",
    pages = "21076--21086",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-emperors,
    title = "The Emperor{'}s New Reasoning: Format Imitation Overshadows Genuine Mathematical Understanding in {SFT}",
    author = "Yang, Linyao  and
      Huang, Jian-Tao  and
      Lu, Yafei  and
      Li, Zhenhui Jessie  and
      Xue, Guirong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1067/",
    doi = "10.18653/v1/2025.emnlp-main.1067",
    pages = "21087--21100",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cao-etal-2025-step,
    title = "Step Guided Reasoning: Improving Mathematical Reasoning using Guidance Generation and Step Reasoning",
    author = "Cao, Lang  and
      Zou, Yingtian  and
      Peng, Chao  and
      Chen, Renhong  and
      Ning, Wu  and
      Li, Yitong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1068/",
    doi = "10.18653/v1/2025.emnlp-main.1068",
    pages = "21101--21118",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ke-etal-2025-flexibly,
    title = "Flexibly Utilize Memory for Long-Term Conversation via a Fragment-then-Compose Framework",
    author = "Ke, Cai  and
      Du, Yiming  and
      Liang, Bin  and
      Xiang, Yifan  and
      Gui, Lin  and
      Li, Zhongyang  and
      Wang, Baojun  and
      Yu, Yue  and
      Wang, Hui  and
      Wong, Kam-Fai  and
      Xu, Ruifeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1069/",
    doi = "10.18653/v1/2025.emnlp-main.1069",
    pages = "21119--21136",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-strict,
    title = "{STRICT}: Stress-Test of Rendering Image Containing Text",
    author = "Zhang, Tianyu  and
      Wang, Xinyu  and
      Li, Lu  and
      Tai, Zhenghan  and
      Chi, Jijun  and
      Tian, Jingrui  and
      He, Hailin  and
      Wang, Suyuchen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1070/",
    doi = "10.18653/v1/2025.emnlp-main.1070",
    pages = "21137--21150",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tsai-etal-2025-sequential,
    title = "A Sequential Multi-Stage Approach for Code Vulnerability Detection via Confidence- and Collaboration-based Decision Making",
    author = "Tsai, Chung-Nan  and
      Wang, Xin  and
      Lee, Cheng-Hsiung  and
      Lin, Ching-Sheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1071/",
    doi = "10.18653/v1/2025.emnlp-main.1071",
    pages = "21151--21157",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hou-etal-2025-leveraging,
    title = "Leveraging Large Models to Evaluate Novel Content: A Case Study on Advertisement Creativity",
    author = "Hou, Zhaoyi Joey  and
      Kovashka, Adriana  and
      Li, Xiang Lorraine",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1072/",
    doi = "10.18653/v1/2025.emnlp-main.1072",
    pages = "21158--21177",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hua-etal-2025-bird,
    title = "{BIRD}: Bronze Inscription Restoration and Dating",
    author = "Hua, Wenjie  and
      Nguyen, Hoang H  and
      Ge, Gangyan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1073/",
    doi = "10.18653/v1/2025.emnlp-main.1073",
    pages = "21178--21190",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jiang-etal-2025-dcp,
    title = "{DCP}: Dual-Cue Pruning for Efficient Large Vision-Language Models",
    author = "Jiang, Lei  and
      Zhang, Zixun  and
      Zeng, Yuting  and
      Xie, Chunzhao  and
      Liu, Tongxuan  and
      Li, Zhen  and
      Cheng, Lechao  and
      Xu, Xiaohua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1074/",
    doi = "10.18653/v1/2025.emnlp-main.1074",
    pages = "21191--21204",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-improving,
    title = "Improving Context Fidelity via Native Retrieval-Augmented Reasoning",
    author = "Wang, Suyuchen  and
      Wang, Jinlin  and
      Wang, Xinyu  and
      Li, Shiqi  and
      Tang, Xiangru  and
      Hong, Sirui  and
      Chang, Xiao-Wen  and
      Wu, Chenglin  and
      Liu, Bang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1075/",
    doi = "10.18653/v1/2025.emnlp-main.1075",
    pages = "21205--21218",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hussain-etal-2025-koel,
    title = "Koel-{TTS}: Enhancing {LLM} based Speech Generation with Preference Alignment and Classifier Free Guidance",
    author = "Hussain, Shehzeen Samarah  and
      Neekhara, Paarth  and
      Yang, Xuesong  and
      Casanova, Edresson  and
      Ghosh, Subhankar  and
      Fejgin, Roy  and
      Desta, Mikyas T.  and
      Valle, Rafael  and
      Li, Jason",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1076/",
    doi = "10.18653/v1/2025.emnlp-main.1076",
    pages = "21219--21234",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sanyal-etal-2025-mixing,
    title = "Mixing Inference-time Experts for Enhancing {LLM} Reasoning",
    author = "Sanyal, Soumya  and
      Xiao, Tianyi  and
      Ren, Xiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1077/",
    doi = "10.18653/v1/2025.emnlp-main.1077",
    pages = "21235--21249",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{qin-etal-2025-reinforced,
    title = "Reinforced Query Reasoners for Reasoning-intensive Retrieval Tasks",
    author = "Qin, Xubo  and
      Bai, Jun  and
      Li, Jiaqi  and
      Jia, Zixia  and
      Zheng, Zilong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1078/",
    doi = "10.18653/v1/2025.emnlp-main.1078",
    pages = "21250--21263",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-tokenselect,
    title = "{T}oken{S}elect: Efficient Long-Context Inference and Length Extrapolation for {LLM}s via Dynamic Token-Level {KV} Cache Selection",
    author = "Wu, Wei  and
      Pan, Zhuoshi  and
      Fu, Kun  and
      Wang, Chao  and
      Chen, Liyi  and
      Bai, Yunchu  and
      Wang, Tianfu  and
      Wang, Zheng  and
      Xiong, Hui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1079/",
    doi = "10.18653/v1/2025.emnlp-main.1079",
    pages = "21264--21281",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yan-etal-2025-muse,
    title = "{MUSE}: {MCTS}-Driven Red Teaming Framework for Enhanced Multi-Turn Dialogue Safety in Large Language Models",
    author = "Yan, Siyu  and
      Zeng, Long  and
      Wu, Xuecheng  and
      Han, Chengcheng  and
      Zhang, Kongcheng  and
      Peng, Chong  and
      Cao, Xuezhi  and
      Cai, Xunliang  and
      Guo, Chenjuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1080/",
    doi = "10.18653/v1/2025.emnlp-main.1080",
    pages = "21282--21303",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-enanchored,
    title = "{E}n{A}nchored-{X}2{X}: {E}nglish-Anchored Optimization for Many-to-Many Translation",
    author = "Yang, Sen  and
      Bao, Yu  and
      Lu, Yu  and
      Chen, Jiajun  and
      Huang, Shujian  and
      Cheng, Shanbo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1081/",
    doi = "10.18653/v1/2025.emnlp-main.1081",
    pages = "21304--21317",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{dong-etal-2025-ive,
    title = "``{I}{'}ve Decided to Leak'': Probing Internals Behind Prompt Leakage Intents",
    author = "Dong, Jianshuo  and
      Zhang, Yutong  and
      Yan, Liu  and
      Zhong, Zhenyu  and
      Wei, Tao  and
      Xu, Ke  and
      Huang, Minlie  and
      Zhang, Chao  and
      Qiu, Han",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1082/",
    doi = "10.18653/v1/2025.emnlp-main.1082",
    pages = "21318--21348",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{han-etal-2025-nullspace,
    title = "Nullspace Disentanglement for Red Teaming Language Models",
    author = "Han, Yi  and
      Liu, Yuanxing  and
      Zhang, Weinan  and
      Liu, Ting",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1083/",
    doi = "10.18653/v1/2025.emnlp-main.1083",
    pages = "21349--21365",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mai-etal-2025-supervised,
    title = "Supervised Attention Mechanism for Low-quality Multimodal Data",
    author = "Mai, Sijie  and
      Han, Shiqin  and
      Hu, Haifeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1084/",
    doi = "10.18653/v1/2025.emnlp-main.1084",
    pages = "21366--21386",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhu-etal-2025-reinforcement,
    title = "Reinforcement Learning for Large Language Models via Group Preference Reward Shaping",
    author = "Zhu, Huaisheng  and
      Xu, Siyuan  and
      Zhang, Hangfan  and
      Xiao, Teng  and
      Guo, Zhimeng  and
      Zhou, Shijie  and
      Hu, Shuyue  and
      Honavar, Vasant G.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1085/",
    doi = "10.18653/v1/2025.emnlp-main.1085",
    pages = "21387--21400",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gowda-etal-2025-zflora,
    title = "z{FL}o{RA}: Zero-Latency Fused Low-Rank Adapters",
    author = "Gowda, Dhananjaya  and
      Song, Seoha  and
      Goka, Harshith  and
      Lee, Junhyun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1086/",
    doi = "10.18653/v1/2025.emnlp-main.1086",
    pages = "21401--21418",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{parmar-etal-2025-plan,
    title = "{PLAN}-{TUNING}: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving",
    author = "Parmar, Mihir  and
      Goyal, Palash  and
      Liu, Xin  and
      Song, Yiwen  and
      Ling, Mingyang  and
      Baral, Chitta  and
      Palangi, Hamid  and
      Pfister, Tomas",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1087/",
    doi = "10.18653/v1/2025.emnlp-main.1087",
    pages = "21419--21433",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kim-etal-2025-semantic,
    title = "Semantic Inversion, Identical Replies: Revisiting Negation Blindness in Large Language Models",
    author = "Kim, Jinsung  and
      Koo, Seonmin  and
      Lim, Heuiseok",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1088/",
    doi = "10.18653/v1/2025.emnlp-main.1088",
    pages = "21434--21471",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{namgoong-etal-2025-amace,
    title = "{AMACE}: Automatic Multi-Agent Chart Evolution for Iteratively Tailored Chart Generation",
    author = "Namgoong, Hyuk  and
      Jung, Jeesu  and
      Kang, Hyeonseok  and
      Lee, Yohan  and
      Jung, Sangkeun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1089/",
    doi = "10.18653/v1/2025.emnlp-main.1089",
    pages = "21472--21487",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-actionstudio,
    title = "{A}ction{S}tudio: A Lightweight Framework for Data and Training of Large Action Models",
    author = "Zhang, Jianguo  and
      Hoang, Thai  and
      Zhu, Ming  and
      Liu, Zuxin  and
      Wang, Shiyu  and
      Awalgaonkar, Tulika  and
      Prabhakar, Akshara  and
      Chen, Haolin  and
      Yao, Weiran  and
      Liu, Zhiwei  and
      Tan, Juntao  and
      Niebles, Juan Carlos  and
      Heinecke, Shelby  and
      Wang, Huan  and
      Savarese, Silvio  and
      Xiong, Caiming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1090/",
    doi = "10.18653/v1/2025.emnlp-main.1090",
    pages = "21488--21502",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lee-etal-2025-interpretation,
    title = "Interpretation Meets Safety: A Survey on Interpretation Methods and Tools for Improving {LLM} Safety",
    author = "Lee, Seongmin  and
      Cho, Aeree  and
      Kim, Grace C.  and
      Peng, ShengYun  and
      Phute, Mansi  and
      Chau, Duen Horng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1091/",
    doi = "10.18653/v1/2025.emnlp-main.1091",
    pages = "21503--21534",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kim-etal-2025-unveiling,
    title = "Unveiling the Response of Large Vision-Language Models to Visually Absent Tokens",
    author = "Kim, Sohee  and
      Ryu, Soohyun  and
      Park, Joonhyung  and
      Yang, Eunho",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1092/",
    doi = "10.18653/v1/2025.emnlp-main.1092",
    pages = "21535--21557",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{arabelly-etal-2025-improving,
    title = "Improving Task Diversity in Label Efficient Supervised Finetuning of {LLM}s",
    author = "Arabelly, Abhinav  and
      Nemade, Jagrut  and
      Nowak, Robert D  and
      Zhang, Jifan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1093/",
    doi = "10.18653/v1/2025.emnlp-main.1093",
    pages = "21558--21570",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{fu-etal-2025-look,
    title = "Look Beyond Feeling: Unveiling Latent Needs from Implicit Expressions for Proactive Emotional Support",
    author = "Fu, Xing  and
      Li, Haozhen  and
      Wang, Bichen  and
      Yang, Hao  and
      Zhao, Yanyan  and
      Qin, Bing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1094/",
    doi = "10.18653/v1/2025.emnlp-main.1094",
    pages = "21571--21598",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jiang-etal-2025-s3,
    title = "s3: You Don{'}t Need That Much Data to Train a Search Agent via {RL}",
    author = "Jiang, Pengcheng  and
      Xu, Xueqiang  and
      Lin, Jiacheng  and
      Xiao, Jinfeng  and
      Wang, Zifeng  and
      Sun, Jimeng  and
      Han, Jiawei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1095/",
    doi = "10.18653/v1/2025.emnlp-main.1095",
    pages = "21599--21617",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wan-etal-2025-fusechat,
    title = "{F}use{C}hat: Knowledge Fusion of Chat Models",
    author = "Wan, Fanqi  and
      Zhong, Longguang  and
      Yang, Ziyi  and
      Chen, Ruijun  and
      Quan, Xiaojun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1096/",
    doi = "10.18653/v1/2025.emnlp-main.1096",
    pages = "21618--21642",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-zhou-2025-continuous,
    title = "Continuous-Time Attention: {PDE}-Guided Mechanisms for Long-Sequence Transformers",
    author = "Zhang, Yukun  and
      Zhou, Xueqing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1097/",
    doi = "10.18653/v1/2025.emnlp-main.1097",
    pages = "21643--21663",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{inger-etal-2025-forget,
    title = "Forget What You Know about {LLM}s Evaluations - {LLM}s are Like a Chameleon",
    author = "Inger, Nurit Cohen  and
      Elisha, Yehonatan  and
      Shapira, Bracha  and
      Rokach, Lior  and
      Cohen, Seffi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1098/",
    doi = "10.18653/v1/2025.emnlp-main.1098",
    pages = "21664--21677",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kim-etal-2025-memorization,
    title = "Memorization or Reasoning? Exploring the Idiom Understanding of {LLM}s",
    author = "Kim, Jisu  and
      Shin, Youngwoo  and
      Hwang, Uiji  and
      Choi, Jihun  and
      Xuan, Richeng  and
      Kim, Taeuk",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1099/",
    doi = "10.18653/v1/2025.emnlp-main.1099",
    pages = "21678--21699",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xie-etal-2025-rd,
    title = "{RD}-{MCSA}: A Multi-Class Sentiment Analysis Approach Integrating In-Context Classification Rationales and Demonstrations",
    author = "Xie, Haihua  and
      Cheng, Yinzhu  and
      Wang, Yaqing  and
      He, Miao  and
      Sun, Mingming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1100/",
    doi = "10.18653/v1/2025.emnlp-main.1100",
    pages = "21700--21723",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lee-etal-2025-puzzled,
    title = "Puzzled by Puzzles: When Vision-Language Models Can{'}t Take a Hint",
    author = "Lee, Heekyung  and
      Ge, Jiaxin  and
      Wu, Tsung-Han  and
      Kang, Minwoo  and
      Darrell, Trevor  and
      Chan, David M.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1101/",
    doi = "10.18653/v1/2025.emnlp-main.1101",
    pages = "21724--21737",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cho-etal-2025-crepe,
    title = "{CREPE}: Rapid Chest {X}-ray Report Evaluation by Predicting Multi-category Error Counts",
    author = "Cho, Gihun  and
      Jang, Seunghyun  and
      Ko, Hanbin  and
      Baek, Inhyeok  and
      Park, Chang Min",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1102/",
    doi = "10.18653/v1/2025.emnlp-main.1102",
    pages = "21738--21755",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kim-etal-2025-tides,
    title = "{TIDES}: Technical Information Discovery and Extraction System",
    author = "Kim, Jihee  and
      Park, Subeen  and
      Lee, Hakyung  and
      Lim, YongTaek  and
      Suh, Hyo-won  and
      Song, Kyungwoo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1103/",
    doi = "10.18653/v1/2025.emnlp-main.1103",
    pages = "21756--21772",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-learning,
    title = "Learning to Ask: When {LLM} Agents Meet Unclear Instruction",
    author = "Wang, Wenxuan  and
      Juluan, Shi  and
      Ling, Zixuan  and
      Chan, Yuk-Kit  and
      Wang, Chaozheng  and
      Lee, Cheryl  and
      Yuan, Youliang  and
      Huang, Jen-tse  and
      Jiao, Wenxiang  and
      Lyu, Michael R.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1104/",
    doi = "10.18653/v1/2025.emnlp-main.1104",
    pages = "21773--21784",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-rico,
    title = "{RICO}: Improving Accuracy and Completeness in Image Recaptioning via Visual Reconstruction",
    author = "Wang, Yuchi  and
      Cai, Yishuo  and
      Ren, Shuhuai  and
      Yang, Sihan  and
      Yao, Linli  and
      Liu, Yuanxin  and
      Zhang, Yuanxing  and
      Wan, Pengfei  and
      Sun, Xu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1105/",
    doi = "10.18653/v1/2025.emnlp-main.1105",
    pages = "21785--21804",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zheng-etal-2025-stepsearch,
    title = "{S}tep{S}earch: Igniting {LLM}s Search Ability via Step-Wise Proximal Policy Optimization",
    author = "Zheng, Xuhui  and
      An, Kang  and
      Wang, Ziliang  and
      Wang, Yuhang  and
      Wu, Yichao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1106/",
    doi = "10.18653/v1/2025.emnlp-main.1106",
    pages = "21805--21830",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-dynamic,
    title = "Dynamic Model-Bank Test-Time Adaptation for Automatic Speech Recognition",
    author = "Wang, Yanshuo  and
      Zhou, Yanghao  and
      Lin, Yukang  and
      Chen, Haoxing  and
      Zhang, Jin  and
      Zhu, Wentao  and
      Hong, Jie  and
      Li, Xuesong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1107/",
    doi = "10.18653/v1/2025.emnlp-main.1107",
    pages = "21831--21841",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{huang-etal-2025-mitigating,
    title = "Mitigating Catastrophic Forgetting in Large Language Models with Forgetting-aware Pruning",
    author = "Huang, Wei  and
      Cheng, Anda  and
      Wang, Yinggui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1108/",
    doi = "10.18653/v1/2025.emnlp-main.1108",
    pages = "21842--21856",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lee-etal-2025-localization,
    title = "Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models",
    author = "Lee, Hwiyeong  and
      Hwang, Uiji  and
      Lim, Hyelim  and
      Kim, Taeuk",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1109/",
    doi = "10.18653/v1/2025.emnlp-main.1109",
    pages = "21857--21869",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gurjar-etal-2025-argcmv,
    title = "{A}rg{CMV}: An Argument Summarization Benchmark for the {LLM}-era",
    author = "Gurjar, Omkar  and
      Goyal, Agam  and
      Chandrasekharan, Eshwar",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1110/",
    doi = "10.18653/v1/2025.emnlp-main.1110",
    pages = "21870--21883",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{fu-etal-2025-vistawise,
    title = "{V}ista{W}ise: Building Cost-Effective Agent with Cross-Modal Knowledge Graph for {M}inecraft",
    author = "Fu, Honghao  and
      Ren, Junlong  and
      Chai, Qi  and
      Ye, Deheng  and
      Cai, Yujun  and
      Wang, Hao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1111/",
    doi = "10.18653/v1/2025.emnlp-main.1111",
    pages = "21884--21898",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-graphkv,
    title = "{G}raph{KV}: Breaking the Static Selection Paradigm with Graph-Based {KV} Cache Eviction",
    author = "Li, Xuelin  and
      Jin, Xiangqi  and
      Zhang, Linfeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1112/",
    doi = "10.18653/v1/2025.emnlp-main.1112",
    pages = "21899--21909",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-strube-2025-joint,
    title = "Joint Modeling of Entities and Discourse Relations for Coherence Assessment",
    author = "Liu, Wei  and
      Strube, Michael",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1113/",
    doi = "10.18653/v1/2025.emnlp-main.1113",
    pages = "21910--21926",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bai-etal-2025-understanding,
    title = "Understanding and Leveraging the Expert Specialization of Context Faithfulness in Mixture-of-Experts {LLM}s",
    author = "Bai, Jun  and
      Tong, Minghao  and
      Liu, Yang  and
      Jia, Zixia  and
      Zheng, Zilong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1114/",
    doi = "10.18653/v1/2025.emnlp-main.1114",
    pages = "21927--21942",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-hmoe,
    title = "{HM}o{E}: Heterogeneous Mixture of Experts for Language Modeling",
    author = "Wang, An  and
      Sun, Xingwu  and
      Xie, Ruobing  and
      Li, Shuaipeng  and
      Zhu, Jiaqi  and
      Yang, Zhen  and
      Zhao, Pinxue  and
      Han, Weidong  and
      Kang, Zhanhui  and
      Wang, Di  and
      Okazaki, Naoaki  and
      Xu, Cheng-zhong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1115/",
    doi = "10.18653/v1/2025.emnlp-main.1115",
    pages = "21943--21957",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{qian-etal-2025-ranking,
    title = "The Ranking Blind Spot: Decision Hijacking in {LLM}-based Text Ranking",
    author = "Qian, Yaoyao  and
      Zeng, Yifan  and
      Jiang, Yuchao  and
      Jain, Chelsi  and
      Wang, Huazheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1116/",
    doi = "10.18653/v1/2025.emnlp-main.1116",
    pages = "21958--21968",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hao-kaiser-2025-uniform,
    title = "{U}niform {I}nformation {D}ensity and Syntactic Reduction: Revisiting *that*-Mentioning in {E}nglish Complement Clauses",
    author = "Hao, Hailin  and
      Kaiser, Elsi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1117/",
    doi = "10.18653/v1/2025.emnlp-main.1117",
    pages = "21969--21983",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kang-etal-2025-grit,
    title = "{GRIT}: Guided Relational Integration for Efficient Multi-Table Understanding",
    author = "Kang, Yujin  and
      Woo, Park Seong  and
      Cho, Yoon-Sik",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1118/",
    doi = "10.18653/v1/2025.emnlp-main.1118",
    pages = "21984--21997",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-rpdr,
    title = "{RPDR}: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering",
    author = "Zhang, Yiming  and
      Zhang, Siyue  and
      Zhao, Junbo  and
      Zhao, Chen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1119/",
    doi = "10.18653/v1/2025.emnlp-main.1119",
    pages = "21998--22012",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{calvo-bartolome-etal-2025-discrepancy,
    title = "Discrepancy Detection at the Data Level: Toward Consistent Multilingual Question Answering",
    author = "Calvo-Bartolom{\'e}, Lorena  and
      Aldana, Val{\'e}rie  and
      Cantarero, Karla  and
      de Mesa, Alonso Madro{\~n}al  and
      Arenas-Garc{\'i}a, Jer{\'o}nimo  and
      Boyd-Graber, Jordan Lee",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1120/",
    doi = "10.18653/v1/2025.emnlp-main.1120",
    pages = "22013--22054",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ying-etal-2025-data,
    title = "Data-Efficient Selection via Grammatical Complexity in Continual Pre-training of Domain-Specific {LLM}s",
    author = "Ying, Yizhou  and
      Zhang, Geng  and
      Danxin, Cui  and
      Du, Chengyu  and
      Yue, Guanglei  and
      Jiang, Sihang  and
      Liang, Jiaqing  and
      Fu, Yifei  and
      Hu, Hailin  and
      Xiao, Yanghua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1121/",
    doi = "10.18653/v1/2025.emnlp-main.1121",
    pages = "22055--22069",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xie-etal-2025-comprehensive,
    title = "Comprehensive and Efficient Distillation for Lightweight Sentiment Analysis Models",
    author = "Xie, Guangyu  and
      Zhang, Yice  and
      Bao, Jianzhu  and
      Wang, Qianlong  and
      Sun, Yang  and
      Wang, Bingbing  and
      Xu, Ruifeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1122/",
    doi = "10.18653/v1/2025.emnlp-main.1122",
    pages = "22070--22091",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{dao-liao-2025-one,
    title = "One Planner To Guide Them All ! Learning Adaptive Conversational Planners for Goal-oriented Dialogues",
    author = "Dao, Huy Quang  and
      Liao, Lizi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1123/",
    doi = "10.18653/v1/2025.emnlp-main.1123",
    pages = "22092--22116",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{srey-etal-2025-unsupervised,
    title = "Unsupervised Hallucination Detection by Inspecting Reasoning Processes",
    author = "Srey, Ponhvoan  and
      Wu, Xiaobao  and
      Luu, Anh Tuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1124/",
    doi = "10.18653/v1/2025.emnlp-main.1124",
    pages = "22117--22129",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{feng-etal-2025-multimodal,
    title = "Multimodal Neural Machine Translation: A Survey of the State of the Art",
    author = "Feng, Yi  and
      Li, Chuanyi  and
      He, Jiatong  and
      Hou, Zhenyu  and
      Ng, Vincent",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1125/",
    doi = "10.18653/v1/2025.emnlp-main.1125",
    pages = "22130--22147",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{krol-etal-2025-lemmatization,
    title = "Lemmatization of {P}olish Multi-word Expressions",
    author = "Kr{\'o}l, Magdalena  and
      Smywi{\'n}ski-Pohl, Aleksander  and
      Kaleta, Zbigniew  and
      Lewkowicz, Pawe{\l}",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1126/",
    doi = "10.18653/v1/2025.emnlp-main.1126",
    pages = "22148--22157",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-targeted,
    title = "Targeted Distillation for Sentiment Analysis",
    author = "Zhang, Yice  and
      Xie, Guangyu  and
      Lin, Jingjie  and
      Bao, Jianzhu  and
      Wang, Qianlong  and
      Zeng, Xi  and
      Xu, Ruifeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1127/",
    doi = "10.18653/v1/2025.emnlp-main.1127",
    pages = "22158--22181",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-diffusionattacker,
    title = "{D}iffusion{A}ttacker: Diffusion-Driven Prompt Manipulation for {LLM} Jailbreak",
    author = "Wang, Hao  and
      Li, Hao  and
      Zhu, Junda  and
      Wang, Xinyuan  and
      Pan, Chengwei  and
      Huang, Minlie  and
      Sha, Lei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1128/",
    doi = "10.18653/v1/2025.emnlp-main.1128",
    pages = "22182--22194",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhou-etal-2025-rank,
    title = "Rank-Awareness and Angular Constraints: A New Perspective on Learning Sentence Embeddings from {NLI} Data",
    author = "Zhou, Zicheng  and
      Huang, Min  and
      Miao, Qinghai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1129/",
    doi = "10.18653/v1/2025.emnlp-main.1129",
    pages = "22195--22209",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhou-etal-2025-llm,
    title = "{LLM}-Guided Semantic Relational Reasoning for Multimodal Intent Recognition",
    author = "Zhou, Qianrui  and
      Xu, Hua  and
      Wang, Yifan  and
      Dong, Xinzhi  and
      Zhang, Hanlei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1130/",
    doi = "10.18653/v1/2025.emnlp-main.1130",
    pages = "22210--22226",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{satar-etal-2025-seeing,
    title = "Seeing Culture: A Benchmark for Visual Reasoning and Grounding",
    author = "Satar, Burak  and
      Ma, Zhixin  and
      Irawan, Patrick Amadeus  and
      Mulyawan, Wilfried Ariel  and
      Jiang, Jing  and
      Lim, Ee-Peng  and
      Ngo, Chong-Wah",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1131/",
    doi = "10.18653/v1/2025.emnlp-main.1131",
    pages = "22227--22243",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zheng-etal-2025-grada,
    title = "{GRADA}: Graph-based Reranking against Adversarial Documents Attack",
    author = "Zheng, Jingjie  and
      Gema, Aryo Pradipta  and
      Hong, Giwon  and
      He, Xuanli  and
      Minervini, Pasquale  and
      Sun, Youcheng  and
      Xu, Qiongkai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1132/",
    doi = "10.18653/v1/2025.emnlp-main.1132",
    pages = "22244--22266",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-orchestrating,
    title = "Orchestrating Audio: Multi-Agent Framework for Long-Video Audio Synthesis",
    author = "Zhang, Yehang  and
      Xu, Xinli  and
      Xu, Xiaojie  and
      Zhang, Doudou  and
      Liu, Li  and
      Chen, Ying-Cong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1133/",
    doi = "10.18653/v1/2025.emnlp-main.1133",
    pages = "22267--22282",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-madawsd,
    title = "{MADAWSD}: Multi-Agent Debate Framework for Adversarial Word Sense Disambiguation",
    author = "Zhang, Kaiyuan  and
      Liu, Qian  and
      Zhang, Luyang  and
      Zheng, Chaoqun  and
      Li, Shuaimin  and
      Xu, Bing  and
      Yang, Muyun  and
      Qiao, Xinxiao  and
      Lu, Wenpeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1134/",
    doi = "10.18653/v1/2025.emnlp-main.1134",
    pages = "22283--22302",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{opitz-etal-2025-interpretable,
    title = "Interpretable Text Embeddings and Text Similarity Explanation: A Survey",
    author = "Opitz, Juri  and
      Moeller, Lucas  and
      Michail, Andrianos  and
      Pad{\'o}, Sebastian  and
      Clematide, Simon",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1135/",
    doi = "10.18653/v1/2025.emnlp-main.1135",
    pages = "22303--22319",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhong-etal-2025-dyve,
    title = "Dyve: Thinking Fast and Slow for Dynamic Process Verification",
    author = "Zhong, Jianyuan  and
      Li, Zeju  and
      Xu, Zhijian  and
      Wen, Xiangyu  and
      Xu, Qiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1136/",
    doi = "10.18653/v1/2025.emnlp-main.1136",
    pages = "22320--22333",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lo-etal-2025-perseval,
    title = "{PERSEVAL}: A Framework for Perspectivist Classification Evaluation",
    author = "Lo, Soda Marem  and
      Casola, Silvia  and
      Sezerer, Erhan  and
      Basile, Valerio  and
      Sansonetti, Franco  and
      Uva, Antonio  and
      Bernardi, Davide",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1137/",
    doi = "10.18653/v1/2025.emnlp-main.1137",
    pages = "22334--22359",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{harada-etal-2025-massive,
    title = "Massive Supervised Fine-tuning Experiments Reveal How Data, Layer, and Training Factors Shape {LLM} Alignment Quality",
    author = "Harada, Yuto  and
      Yamauchi, Yusuke  and
      Oda, Yusuke  and
      Oseki, Yohei  and
      Miyao, Yusuke  and
      Takagi, Yu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1138/",
    doi = "10.18653/v1/2025.emnlp-main.1138",
    pages = "22360--22381",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sharma-bhattacharyya-2025-indigec,
    title = "{I}ndi{GEC}: Multilingual Grammar Error Correction for Low-Resource {I}ndian Languages",
    author = "Sharma, Ujjwal  and
      Bhattacharyya, Pushpak",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1139/",
    doi = "10.18653/v1/2025.emnlp-main.1139",
    pages = "22382--22396",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{filandrianos-etal-2025-bias,
    title = "Bias Beware: The Impact of Cognitive Biases on {LLM}-Driven Product Recommendations",
    author = "Filandrianos, Giorgos  and
      Dimitriou, Angeliki  and
      Lymperaiou, Maria  and
      Thomas, Konstantinos  and
      Stamou, Giorgos",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1140/",
    doi = "10.18653/v1/2025.emnlp-main.1140",
    pages = "22397--22426",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-t2r,
    title = "{T}2{R}-{BENCH}: A Benchmark for Real World Table-to-Report Task",
    author = "Zhang, Jie  and
      Pan, Changzai  and
      Xiong, Sishi  and
      Wei, Kaiwen  and
      Zhao, Yu  and
      Li, Xiangyu  and
      Peng, Jiaxin  and
      Gu, Xiaoyan  and
      Yang, Jian  and
      Chang, Wenhan  and
      Wu, Zhenhe  and
      Zhong, Jiang  and
      Song, Shuangyong  and
      Li, Xuelong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1141/",
    doi = "10.18653/v1/2025.emnlp-main.1141",
    pages = "22427--22451",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ding-etal-2025-tcp,
    title = "{TCP}: a Benchmark for Temporal Constraint-Based Planning",
    author = "Ding, Zifeng  and
      Yan, Sikuan  and
      Yuan, Moy  and
      Hu, Xianglong  and
      Lin, Fangru  and
      Vlachos, Andreas",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1142/",
    doi = "10.18653/v1/2025.emnlp-main.1142",
    pages = "22452--22475",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{stahlberg-kumar-2025-role,
    title = "The Role of Outgoing Connection Heterogeneity in Feedforward Layers of Large Language Models",
    author = "Stahlberg, Felix  and
      Kumar, Shankar",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1143/",
    doi = "10.18653/v1/2025.emnlp-main.1143",
    pages = "22476--22484",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{suri-etal-2025-follow,
    title = "Follow the Flow: Fine-grained Flowchart Attribution with Neurosymbolic Agents",
    author = "Suri, Manan  and
      Mathur, Puneet  and
      Lipka, Nedim  and
      Dernoncourt, Franck  and
      Rossi, Ryan A.  and
      Gupta, Vivek  and
      Manocha, Dinesh",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1144/",
    doi = "10.18653/v1/2025.emnlp-main.1144",
    pages = "22485--22508",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{estienne-etal-2025-collaborative,
    title = "Collaborative Rational Speech Act: Pragmatic Reasoning for Multi-Turn Dialog",
    author = "Estienne, Lautaro  and
      Zenou, Gabriel Ben  and
      Naderi, Nona  and
      Cheung, Jackie CK  and
      Piantanida, Pablo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1145/",
    doi = "10.18653/v1/2025.emnlp-main.1145",
    pages = "22509--22523",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{peng-etal-2025-understanding,
    title = "Understanding Subword Compositionality of Large Language Models",
    author = "Peng, Qiwei  and
      Chai, Yekun  and
      S{\o}gaard, Anders",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1146/",
    doi = "10.18653/v1/2025.emnlp-main.1146",
    pages = "22524--22535",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-internal,
    title = "Internal Chain-of-Thought: Empirical Evidence for Layer{-}wise Subtask Scheduling in {LLM}s",
    author = "Yang, Zhipeng  and
      Li, Junzhuo  and
      Xia, Siyu  and
      Hu, Xuming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1147/",
    doi = "10.18653/v1/2025.emnlp-main.1147",
    pages = "22536--22564",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hangya-etal-2025-understanding,
    title = "From Understanding to Generation: An Efficient Shortcut for Evaluating Language Models",
    author = {Hangya, Viktor  and
      K{\"u}ch, Fabian  and
      Gold, Darina},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1148/",
    doi = "10.18653/v1/2025.emnlp-main.1148",
    pages = "22565--22581",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{peng-etal-2025-debiasing,
    title = "Debiasing Multilingual {LLM}s in Cross-lingual Latent Space",
    author = "Peng, Qiwei  and
      Hu, Guimin  and
      Chai, Yekun  and
      S{\o}gaard, Anders",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1149/",
    doi = "10.18653/v1/2025.emnlp-main.1149",
    pages = "22582--22593",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{conti-etal-2025-context,
    title = "Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings",
    author = "Conti, Max  and
      Faysse, Manuel  and
      Viaud, Gautier  and
      Bosselut, Antoine  and
      Hudelot, Celine  and
      Colombo, Pierre",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1150/",
    doi = "10.18653/v1/2025.emnlp-main.1150",
    pages = "22594--22608",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{you-etal-2025-ms,
    title = "{MS}-{RAG}: Simple and Effective Multi-Semantic Retrieval-Augmented Generation",
    author = "You, Xiaozhou  and
      Luo, Yahui  and
      Gu, Lihong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1151/",
    doi = "10.18653/v1/2025.emnlp-main.1151",
    pages = "22609--22625",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-last-2025-transitive,
    title = "Transitive self-consistency evaluation of {NLI} models without gold labels",
    author = "Wu, Wei  and
      Last, Mark",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1152/",
    doi = "10.18653/v1/2025.emnlp-main.1152",
    pages = "22626--22642",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kim-etal-2025-milq,
    title = "{M}i{LQ}: Benchmarking {IR} Models for Bilingual Web Search with Mixed Language Queries",
    author = "Kim, Jonghwi  and
      Kang, Deokhyung  and
      Hwang, Seonjeong  and
      Kim, Yunsu  and
      Ok, Jungseul  and
      Lee, Gary",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1153/",
    doi = "10.18653/v1/2025.emnlp-main.1153",
    pages = "22643--22659",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-enhancing-chinese,
    title = "Enhancing {C}hinese Offensive Language Detection with Homophonic Perturbation",
    author = "Wu, Junqi  and
      Ji, Shujie  and
      Zhong, Kang  and
      Peng, Huiling  and
      Zhendongxiao  and
      Liu, Xiongding  and
      Wei, Wu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1154/",
    doi = "10.18653/v1/2025.emnlp-main.1154",
    pages = "22660--22675",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{truong-etal-2025-persona,
    title = "Persona-Augmented Benchmarking: Evaluating {LLM}s Across Diverse Writing Styles",
    author = "Truong, Kimberly  and
      Fogliato, Riccardo  and
      Heidari, Hoda  and
      Wu, Steven",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1155/",
    doi = "10.18653/v1/2025.emnlp-main.1155",
    pages = "22676--22709",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shizgal-etal-2025-computational,
    title = "Computational Analysis of Character Development in Holocaust Testimonies",
    author = "Shizgal, Esther  and
      Wagner, Eitan  and
      Keydar, Renana  and
      Abend, Omri",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1156/",
    doi = "10.18653/v1/2025.emnlp-main.1156",
    pages = "22710--22734",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{miao-etal-2025-taso,
    title = "{TASO}: Task-Aligned Sparse Optimization for Parameter-Efficient Model Adaptation",
    author = "Miao, Daiye  and
      Liu, Yufang  and
      Wang, Jie  and
      Sun, Changzhi  and
      Zhang, Yunke  and
      Yan, Demei  and
      Dong, Shaokang  and
      Zhang, Qi  and
      Wu, Yuanbin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1157/",
    doi = "10.18653/v1/2025.emnlp-main.1157",
    pages = "22735--22747",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-dual-path,
    title = "Dual-Path Counterfactual Integration for Multimodal Aspect-Based Sentiment Classification",
    author = "Liu, Rui  and
      Cao, Jiahao  and
      Ren, Jiaqian  and
      Bai, Xu  and
      Cao, Yanan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1158/",
    doi = "10.18653/v1/2025.emnlp-main.1158",
    pages = "22748--22758",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{casula-etal-2025-job,
    title = "Job Unfair: An Investigation of Gender and Occupational Bias in Free-Form Text Completions by {LLM}s",
    author = "Casula, Camilla  and
      Vecellio Salto, Sebastiano  and
      Leonardelli, Elisa  and
      Tonelli, Sara",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1159/",
    doi = "10.18653/v1/2025.emnlp-main.1159",
    pages = "22759--22777",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ma-etal-2025-c3,
    title = "C3: A Bilingual Benchmark for Spoken Dialogue Models Exploring Challenges in Complex Conversations",
    author = "Ma, Chengqian  and
      Tao, Wei  and
      Guo, Steven Y.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1160/",
    doi = "10.18653/v1/2025.emnlp-main.1160",
    pages = "22778--22796",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gao-etal-2025-understanding,
    title = "Understanding {LLM}s' Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From",
    author = "Gao, Changjiang  and
      Lin, Hankun  and
      Huang, Xin  and
      Han, Xue  and
      Feng, Junlan  and
      Deng, Chao  and
      Chen, Jiajun  and
      Huang, Shujian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1161/",
    doi = "10.18653/v1/2025.emnlp-main.1161",
    pages = "22797--22826",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zakizadeh-pilehvar-2025-blind,
    title = "Blind Men and the Elephant: Diverse Perspectives on Gender Stereotypes in Benchmark Datasets",
    author = "Zakizadeh, Mahdi  and
      Pilehvar, Mohammad Taher",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1162/",
    doi = "10.18653/v1/2025.emnlp-main.1162",
    pages = "22827--22840",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zanotto-aroyehun-2025-linguistic,
    title = "Linguistic and Embedding-Based Profiling of Texts Generated by Humans and Large Language Models",
    author = "Zanotto, Sergio E.  and
      Aroyehun, Segun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1163/",
    doi = "10.18653/v1/2025.emnlp-main.1163",
    pages = "22841--22858",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{carpuat-etal-2025-interdisciplinary,
    title = "An Interdisciplinary Approach to Human-Centered Machine Translation",
    author = "Carpuat, Marine  and
      Asscher, Omri  and
      Bali, Kalika  and
      Bentivogli, Luisa  and
      Blain, Fr{\'e}d{\'e}ric  and
      Bowker, Lynne  and
      Choudhury, Monojit  and
      Daum{\'e} III, Hal  and
      Duh, Kevin  and
      Gao, Ge  and
      Grissom II, Alvin  and
      Karpinska, Marzena  and
      Khoong, Elaine C.  and
      Lewis, William D.  and
      Martins, Andr{\'e} F. T.  and
      Nurminen, Mary  and
      Oard, Douglas W.  and
      Popovic, Maja  and
      Simard, Michel  and
      Yvon, Fran{\c{c}}ois",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1164/",
    doi = "10.18653/v1/2025.emnlp-main.1164",
    pages = "22859--22879",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mezentsev-oseledets-2025-exploring,
    title = "Exploring the Hidden Capacity of {LLM}s for One-Step Text Generation",
    author = "Mezentsev, Gleb  and
      Oseledets, Ivan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1165/",
    doi = "10.18653/v1/2025.emnlp-main.1165",
    pages = "22880--22889",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{song-etal-2025-mixture,
    title = "Mixture of Weight-shared Heterogeneous Group Attention Experts for Dynamic Token-wise {KV} Optimization",
    author = "Song, Guanghui  and
      Liao, Dongping  and
      Zhao, Yiren  and
      Ye, Kejiang  and
      Xu, Cheng-zhong  and
      Gao, Xitong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1166/",
    doi = "10.18653/v1/2025.emnlp-main.1166",
    pages = "22890--22903",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-pathwiserag,
    title = "{P}athwise{RAG}: Multi-Dimensional Exploration and Integration Framework",
    author = "Zhang, Hengrui  and
      Huang, Pin-Siang  and
      Zhang, Zhen  and
      Lin, Peican  and
      Yu, Yao-Ching  and
      Hu, Bo  and
      Du, Yulu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1167/",
    doi = "10.18653/v1/2025.emnlp-main.1167",
    pages = "22904--22925",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ngo-etal-2025-mm,
    title = "``Mm, Wat?'' Detecting Other-initiated Repair Requests in Dialogue",
    author = "Ngo, Anh Ha  and
      Rollet, Nicolas  and
      Pelachaud, Catherine  and
      Clavel, Chlo{\'e}",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1168/",
    doi = "10.18653/v1/2025.emnlp-main.1168",
    pages = "22926--22939",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hamdan-etal-2025-r,
    title = "{R}-{BPE}: Improving {BPE}-Tokenizers with Token Reuse",
    author = "Hamdan, Nancy  and
      Rakan Al Mraikhat, Osama  and
      Zaraket, Fadi A.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1169/",
    doi = "10.18653/v1/2025.emnlp-main.1169",
    pages = "22940--22948",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tavares-etal-2025-language,
    title = "Language Models Can be Efficiently Steered via Minimal Embedding Layer Transformations",
    author = "Tavares, Diogo  and
      Semedo, David  and
      Rudnicky, Alexander  and
      Magalhaes, Joao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1170/",
    doi = "10.18653/v1/2025.emnlp-main.1170",
    pages = "22949--22967",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-adversarial,
    title = "Adversarial Attacks Against Automated Fact-Checking: A Survey",
    author = "Liu, Fanzhen  and
      Abuadbba, Sharif  and
      Moore, Kristen  and
      Nepal, Surya  and
      Paris, Cecile  and
      Wu, Jia  and
      Yang, Jian  and
      Sheng, Quan Z.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1171/",
    doi = "10.18653/v1/2025.emnlp-main.1171",
    pages = "22968--22990",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-wilddoc,
    title = "{W}ild{D}oc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild?",
    author = "Wang, An-Lan  and
      Tang, Jingqun  and
      Liao, Lei  and
      Feng, Hao  and
      Liu, Qi  and
      Fei, Xiang  and
      Lu, Jinghui  and
      Wang, Han  and
      Liu, Hao  and
      Liu, Yuliang  and
      Bai, Xiang  and
      Huang, Can",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1172/",
    doi = "10.18653/v1/2025.emnlp-main.1172",
    pages = "22991--23001",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xu-etal-2025-dcr,
    title = "{DCR}: Quantifying Data Contamination in {LLM}s Evaluation",
    author = "Xu, Cheng  and
      Yan, Nan  and
      Guan, Shuhao  and
      Jin, Changhong  and
      Mei, Yuke  and
      Guo, Yibing  and
      Kechadi, Tahar",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1173/",
    doi = "10.18653/v1/2025.emnlp-main.1173",
    pages = "23002--23020",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{maslenkova-etal-2025-building,
    title = "Building Trust in Clinical {LLM}s: Bias Analysis and Dataset Transparency",
    author = "Maslenkova, Svetlana  and
      Christophe, Clement  and
      Pimentel, Marco AF  and
      Raha, Tathagata  and
      Salman, Muhammad Umar  and
      Al Mahrooqi, Ahmed  and
      Gupta, Avani  and
      Khan, Shadab  and
      Rajan, Ronnie  and
      Kanithi, Praveenkumar",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1174/",
    doi = "10.18653/v1/2025.emnlp-main.1174",
    pages = "23021--23044",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tan-etal-2025-surprise,
    title = "Surprise Calibration for Better In-Context Learning",
    author = "Tan, Zhihang  and
      Hou, Jingrui  and
      Wang, Ping  and
      Hu, Qibiao  and
      Zhu, Peng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1175/",
    doi = "10.18653/v1/2025.emnlp-main.1175",
    pages = "23045--23060",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-spark,
    title = "{SPARK}: Simulating the Co-evolution of Stance and Topic Dynamics in Online Discourse with {LLM}-based Agents",
    author = "Zhang, Bowen  and
      Yang, Yi  and
      Niu, Fuqiang  and
      Fu, Xianghua  and
      Dai, Genan  and
      Huang, Hu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1176/",
    doi = "10.18653/v1/2025.emnlp-main.1176",
    pages = "23061--23073",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-drivel,
    title = "Drivel-ology: Challenging {LLM}s with Interpreting Nonsense with Depth",
    author = "Wang, Yang  and
      Xiao, Chenghao  and
      Hsiao, Chia-Yi  and
      Chang, Zi Yan  and
      Chen, Chi-Li  and
      Loakman, Tyler  and
      Lin, Chenghua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1177/",
    doi = "10.18653/v1/2025.emnlp-main.1177",
    pages = "23074--23096",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{heo-etal-2025-large,
    title = "Can Large Language Models be Effective Online Opinion Miners?",
    author = "Heo, Ryang  and
      Seo, Yongsik  and
      Lee, Junseong  and
      Lee, Dongha",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1178/",
    doi = "10.18653/v1/2025.emnlp-main.1178",
    pages = "23097--23136",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lin-etal-2025-large,
    title = "Can Large Language Models Translate Unseen Languages in Underrepresented Scripts?",
    author = "Lin, Dianqing  and
      Aruukhan  and
      Hou, Hongxu  and
      Sun, Shuo  and
      Chen, Wei  and
      Yang, Yichen  and
      Shi, Guodong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1179/",
    doi = "10.18653/v1/2025.emnlp-main.1179",
    pages = "23137--23150",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-interideas,
    title = "{I}nter{IDEAS}: Philosophical Intertextuality via {LLM}s",
    author = "Yang, Yue  and
      Xu, Yinzhi  and
      Huang, Chenghao  and
      Jurgensen, JohnMichael  and
      Hu, Han  and
      Wang, Hao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1180/",
    doi = "10.18653/v1/2025.emnlp-main.1180",
    pages = "23151--23172",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-kcs,
    title = "{KCS}: Diversify Multi-hop Question Generation with Knowledge Composition Sampling",
    author = "Wang, Yangfan  and
      Liu, Jie  and
      Tang, Chen  and
      Yan, Lian  and
      Jiang, Jingchi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1181/",
    doi = "10.18653/v1/2025.emnlp-main.1181",
    pages = "23173--23185",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hwang-etal-2025-fooling,
    title = "Fooling the {LVLM} Judges: Visual Biases in {LVLM}-Based Evaluation",
    author = "Hwang, Yerin  and
      Lee, Dongryeol  and
      Min, Kyungmin  and
      Kang, Taegwan  and
      Kim, Yongil  and
      Jung, Kyomin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1182/",
    doi = "10.18653/v1/2025.emnlp-main.1182",
    pages = "23186--23205",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xu-etal-2025-disentangled,
    title = "Disentangled Information Bottleneck for Adversarial Text Defense",
    author = "Xu, Yidan  and
      Yang, Xinghao  and
      Liu, Wei  and
      Liu, Bao-di  and
      Liu, Weifeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1183/",
    doi = "10.18653/v1/2025.emnlp-main.1183",
    pages = "23206--23218",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-language,
    title = "How do Language Models Reshape Entity Alignment? A Survey of {LM}-Driven {EA} Methods: Advances, Benchmarks, and Future",
    author = "Chen, Zerui  and
      Fan, Huiming  and
      Wang, Qianyu  and
      He, Tao  and
      Liu, Ming  and
      Chang, Heng  and
      Yu, Weijiang  and
      Li, Ze  and
      Qin, Bing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1184/",
    doi = "10.18653/v1/2025.emnlp-main.1184",
    pages = "23219--23234",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kong-etal-2025-enhancing,
    title = "Enhancing {LLM}-Based Social Bot via an Adversarial Learning Framework",
    author = "Kong, Fanqi  and
      Zhang, Xiaoyuan  and
      Chen, Xinyu  and
      Yang, Yaodong  and
      Zhu, Song-Chun  and
      Feng, Xue",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1185/",
    doi = "10.18653/v1/2025.emnlp-main.1185",
    pages = "23235--23260",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhu-etal-2025-ger,
    title = "{GER}-{LLM}: Efficient and Effective Geospatial Entity Resolution with Large Language Model",
    author = "Zhu, Haojia  and
      Li, Zhicheng  and
      Jin, Jiahui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1186/",
    doi = "10.18653/v1/2025.emnlp-main.1186",
    pages = "23261--23277",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-coderag,
    title = "{C}ode{RAG}: Finding Relevant and Necessary Knowledge for Retrieval-Augmented Repository-Level Code Completion",
    author = "Zhang, Sheng  and
      Ding, Yifan  and
      Lian, Shuquan  and
      Song, Shun  and
      Li, Hui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1187/",
    doi = "10.18653/v1/2025.emnlp-main.1187",
    pages = "23278--23288",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{boldt-mortensen-2025-searching,
    title = "Searching for the Most Human-like Emergent Language",
    author = "Boldt, Brendon  and
      Mortensen, David R.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1188/",
    doi = "10.18653/v1/2025.emnlp-main.1188",
    pages = "23289--23307",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bhattacharya-etal-2025-context,
    title = "Does Context Matter? A Prosodic Comparison of {E}nglish and {S}panish in Monolingual and Multilingual Discourse Settings",
    author = "Bhattacharya, Debasmita  and
      Sasu, David  and
      Marchini, Michela  and
      Schluter, Natalie  and
      Hirschberg, Julia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1189/",
    doi = "10.18653/v1/2025.emnlp-main.1189",
    pages = "23308--23322",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yi-etal-2025-zera,
    title = "{ZERA}: Zero-init Instruction Evolving Refinement Agent {--} From Zero Instructions to Structured Prompts via Principle-based Optimization",
    author = "Yi, Seungyoun  and
      Khang, Minsoo  and
      Park, Sungrae",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1190/",
    doi = "10.18653/v1/2025.emnlp-main.1190",
    pages = "23323--23337",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sperber-etal-2025-toward,
    title = "Toward Machine Interpreting: Lessons from Human Interpreting Studies",
    author = "Sperber, Matthias  and
      de Seyssel, Maureen  and
      Bao, Jiajun  and
      Paulik, Matthias",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1191/",
    doi = "10.18653/v1/2025.emnlp-main.1191",
    pages = "23338--23353",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ahn-etal-2025-flashadventure,
    title = "{F}lash{A}dventure: A Benchmark for {GUI} Agents Solving Full Story Arcs in Diverse Adventure Games",
    author = "Ahn, Jaewoo  and
      Kim, Junseo  and
      Yun, Heeseung  and
      Son, Jaehyeon  and
      Park, Dongmin  and
      Cho, Jaewoong  and
      Kim, Gunhee",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1192/",
    doi = "10.18653/v1/2025.emnlp-main.1192",
    pages = "23354--23384",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{arakelyan-etal-2025-flare,
    title = "{FLARE}: Faithful Logic-Aided Reasoning and Exploration",
    author = "Arakelyan, Erik  and
      Minervini, Pasquale  and
      Lewis, Patrick  and
      Verga, Pat  and
      Augenstein, Isabelle",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1193/",
    doi = "10.18653/v1/2025.emnlp-main.1193",
    pages = "23385--23403",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bhattacharya-etal-2025-discourse,
    title = "Discourse-Driven Code-Switching: Analyzing the Role of Content and Communicative Function in {S}panish-{E}nglish Bilingual Speech",
    author = "Bhattacharya, Debasmita  and
      Junco, Juan  and
      Tadimeti, Divya  and
      Hirschberg, Julia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1194/",
    doi = "10.18653/v1/2025.emnlp-main.1194",
    pages = "23404--23419",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-large-language-models,
    title = "Can Large Language Models Translate Spoken-Only Languages through International Phonetic Transcription?",
    author = "Chen, Jiale  and
      Dong, Xuelian  and
      Yang, Qihao  and
      Xie, Wenxiu  and
      Hao, Tianyong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1195/",
    doi = "10.18653/v1/2025.emnlp-main.1195",
    pages = "23420--23435",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{su-etal-2025-climateviz,
    title = "{C}limate{V}iz: A Benchmark for Statistical Reasoning and Fact Verification on Scientific Charts",
    author = "Su, Ruiran  and
      Si, Jiasheng  and
      Guo, Zhijiang  and
      Pierrehumbert, Janet B.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1196/",
    doi = "10.18653/v1/2025.emnlp-main.1196",
    pages = "23436--23458",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{park-etal-2025-bridging,
    title = "Bridging the Gap Between Molecule and Textual Descriptions via Substructure-aware Alignment",
    author = "Park, Hyuntae  and
      Kim, Yeachan  and
      Lee, SangKeun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1197/",
    doi = "10.18653/v1/2025.emnlp-main.1197",
    pages = "23459--23479",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{omolaoye-etal-2025-sllama,
    title = "{SL}lama: Parameter-Efficient Language Model Architecture for Enhanced Linguistic Competence Under Strict Data Constraints",
    author = "Omolaoye, Victor Adelakun  and
      Owoyele, Babajide Alamu  and
      de Melo, Gerard",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1198/",
    doi = "10.18653/v1/2025.emnlp-main.1198",
    pages = "23480--23495",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kala-etal-2025-see,
    title = "What You See is What You Ask: Evaluating Audio Descriptions",
    author = "Kala, Divy  and
      Khandelwal, Eshika  and
      Tapaswi, Makarand",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1199/",
    doi = "10.18653/v1/2025.emnlp-main.1199",
    pages = "23496--23518",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{taktasheva-dalton-2025-taps,
    title = "{TAPS}: Tool-Augmented Personalisation via Structured Tagging",
    author = "Taktasheva, Ekaterina  and
      Dalton, Jeff",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1200/",
    doi = "10.18653/v1/2025.emnlp-main.1200",
    pages = "23519--23544",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kaneko-baldwin-2025-investigating,
    title = "Investigating How Pre-training Data Leakage Affects Models' Reproduction and Detection Capabilities",
    author = "Kaneko, Masahiro  and
      Baldwin, Timothy",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1201/",
    doi = "10.18653/v1/2025.emnlp-main.1201",
    pages = "23545--23555",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{qin-etal-2025-walk,
    title = "Walk and Read Less: Improving the Efficiency of Vision-and-Language Navigation via Tuning-Free Multimodal Token Pruning",
    author = "Qin, Wenda  and
      Burns, Andrea  and
      Plummer, Bryan A.  and
      Betke, Margrit",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1202/",
    doi = "10.18653/v1/2025.emnlp-main.1202",
    pages = "23556--23570",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kim-etal-2025-connecting,
    title = "Connecting the Knowledge Dots: Retrieval-augmented Knowledge Connection for Commonsense Reasoning",
    author = "Kim, Junho  and
      Bak, Soyeon  and
      Lee, Mingyu  and
      Hong, Minju  and
      Kim, Songha  and
      Kam, Tae-Eui  and
      Lee, SangKeun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1203/",
    doi = "10.18653/v1/2025.emnlp-main.1203",
    pages = "23571--23590",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jeong-etal-2025-agent,
    title = "Agent-as-Judge for Factual Summarization of Long Narratives",
    author = "Jeong, Yeonseok  and
      Kim, Minsoo  and
      Hwang, Seung-won  and
      Kim, Byung-Hak",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1204/",
    doi = "10.18653/v1/2025.emnlp-main.1204",
    pages = "23591--23608",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wanner-etal-2025-dndscore,
    title = "{D}n{DS}core: Decontextualization and Decomposition for Factuality Verification in Long-Form Text Generation",
    author = "Wanner, Miriam  and
      Van Durme, Benjamin  and
      Dredze, Mark",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1205/",
    doi = "10.18653/v1/2025.emnlp-main.1205",
    pages = "23609--23626",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{testoni-etal-2025-racquet,
    title = "{RA}c{QUE}t: Unveiling the Dangers of Overlooked Referential Ambiguity in Visual {LLM}s",
    author = "Testoni, Alberto  and
      Plank, Barbara  and
      Fern{\'a}ndez, Raquel",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1206/",
    doi = "10.18653/v1/2025.emnlp-main.1206",
    pages = "23627--23647",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{clark-etal-2025-resource,
    title = "Resource-Rational Noisy-Channel Language Processing: Testing the Effect of Algorithmic Constraints on Inferences",
    author = "Clark, Thomas Hikaru  and
      Vigly, Jacob Hoover  and
      Gibson, Edward  and
      Levy, Roger P.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1207/",
    doi = "10.18653/v1/2025.emnlp-main.1207",
    pages = "23648--23661",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gevers-etal-2025-benchmarks,
    title = "In Benchmarks We Trust ... Or Not?",
    author = "Gevers, Ine  and
      De Marez, Victor  and
      Van Nooten, Jens  and
      Lemmens, Jens  and
      Kosar, Andriy  and
      Lotfi, Ehsan  and
      Banar, Nikolay  and
      Fivez, Pieter  and
      De Bruyne, Luna  and
      Daelemans, Walter",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1208/",
    doi = "10.18653/v1/2025.emnlp-main.1208",
    pages = "23662--23676",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-video2roleplay,
    title = "{V}ideo2{R}oleplay: A Multimodal Dataset and Framework for Video-Guided Role-playing Agents",
    author = "Zhang, Xueqiao  and
      Zhang, Chao  and
      Xu, Jingtao  and
      Zhu, Yifan  and
      Shi, Xin  and
      Yang, Yi  and
      Luo, Yawei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1209/",
    doi = "10.18653/v1/2025.emnlp-main.1209",
    pages = "23677--23703",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{de-seyssel-etal-2025-discriminating,
    title = "Discriminating Form and Meaning in Multilingual Models with Minimal-Pair {ABX} Tasks",
    author = "de Seyssel, Maureen  and
      Chi, Jie  and
      Seto, Skyler  and
      Ter Hoeve, Maartje  and
      Fedzechkina, Masha  and
      Schluter, Natalie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1210/",
    doi = "10.18653/v1/2025.emnlp-main.1210",
    pages = "23704--23725",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-rethinking-text,
    title = "Rethinking Text-based Protein Understanding: Retrieval or {LLM}?",
    author = "Wu, Juntong  and
      Liu, Zijing  and
      Cao, He  and
      Hao, Li  and
      Feng, Bin  and
      Shu, Zishan  and
      Yu, Ke  and
      Yuan, Li  and
      Li, Yu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1211/",
    doi = "10.18653/v1/2025.emnlp-main.1211",
    pages = "23726--23746",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hromei-etal-2025-grounded,
    title = "Grounded Semantic Role Labelling from Synthetic Multimodal Data for Situated Robot Commands",
    author = "Hromei, Claudiu Daniel  and
      Scaiella, Antonio  and
      Croce, Danilo  and
      Basili, Roberto",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1212/",
    doi = "10.18653/v1/2025.emnlp-main.1212",
    pages = "23747--23770",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hashiloni-etal-2025-easy,
    title = "Easy as {PIE}? Identifying Multi-Word Expressions with {LLM}s",
    author = "Hashiloni, Kai Golan  and
      Hefetz, Ofri  and
      Bar, Kfir",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1213/",
    doi = "10.18653/v1/2025.emnlp-main.1213",
    pages = "23771--23790",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-query-focused,
    title = "Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking",
    author = "Zhang, Wuwei  and
      Yin, Fangcong  and
      Yen, Howard  and
      Chen, Danqi  and
      Ye, Xi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1214/",
    doi = "10.18653/v1/2025.emnlp-main.1214",
    pages = "23791--23805",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mei-etal-2025-robust,
    title = "Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection",
    author = "Mei, Jingbiao  and
      Chen, Jinghong  and
      Yang, Guangyu  and
      Lin, Weizhe  and
      Byrne, Bill",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1215/",
    doi = "10.18653/v1/2025.emnlp-main.1215",
    pages = "23806--23828",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhifei-etal-2025-audio,
    title = "Audio-Reasoner: Improving Reasoning Capability in Large Audio Language Models",
    author = "Zhifei, Xie  and
      Lin, Mingbao  and
      Liu, Zihang  and
      Wu, Pengcheng  and
      Yan, Shuicheng  and
      Miao, Chunyan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1216/",
    doi = "10.18653/v1/2025.emnlp-main.1216",
    pages = "23829--23851",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lavechin-hueber-2025-perception,
    title = "From perception to production: how acoustic invariance facilitates articulatory learning in a self-supervised vocal imitation model",
    author = "Lavechin, Marvin  and
      Hueber, Thomas",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1217/",
    doi = "10.18653/v1/2025.emnlp-main.1217",
    pages = "23852--23863",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-realm,
    title = "{REALM}: Recursive Relevance Modeling for {LLM}-based Document Re-Ranking",
    author = "Wang, Pinhuan  and
      Xia, Zhiqiu  and
      Liao, Chunhua  and
      Wang, Feiyi  and
      Liu, Hang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1218/",
    doi = "10.18653/v1/2025.emnlp-main.1218",
    pages = "23864--23878",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{seweryn-etal-2025-pllum,
    title = "{PLL}u{M}-Align: {P}olish Preference Dataset for Large Language Model Alignment",
    author = "Seweryn, Karolina  and
      Ko{\l}os, Anna  and
      Karli{\'n}ska, Agnieszka  and
      Lorenc, Katarzyna  and
      Dziewulska, Katarzyna  and
      Chrabaszcz, Maciej  and
      Krasnodebska, Aleksandra  and
      Betscher, Paula  and
      Cie{\'s}li{\'n}ska, Zofia  and
      Kowol, Katarzyna  and
      Moska, Julia  and
      Motyka, Dawid  and
      Walkowiak, Pawe{\l}  and
      {\.Z}uk, Bartosz  and
      Janz, Arkadiusz",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1219/",
    doi = "10.18653/v1/2025.emnlp-main.1219",
    pages = "23879--23908",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-graph,
    title = "Graph-R1: Incentivizing the Zero-Shot Graph Learning Capability in {LLM}s via Explicit Reasoning",
    author = "Wu, Yicong  and
      Lu, Guangyue  and
      Zuo, Yuan  and
      Zhang, Huarong  and
      Wu, Junjie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1220/",
    doi = "10.18653/v1/2025.emnlp-main.1220",
    pages = "23909--23927",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ma-etal-2025-scalable,
    title = "Scalable and Culturally Specific Stereotype Dataset Construction via Human-{LLM} Collaboration",
    author = "Ma, Weicheng  and
      Guerrerio, John J.  and
      Vosoughi, Soroush",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1221/",
    doi = "10.18653/v1/2025.emnlp-main.1221",
    pages = "23928--23956",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xu-etal-2025-large,
    title = "Can Large Language Models Be Good Language Teachers?",
    author = "Xu, LiQing  and
      Li, Qiwei  and
      Peng, Tianshuo  and
      Li, Zuchao  and
      Zhao, Hai  and
      Wang, Ping",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1222/",
    doi = "10.18653/v1/2025.emnlp-main.1222",
    pages = "23957--23971",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wan-etal-2025-empowering,
    title = "Empowering Math Problem Generation and Reasoning for Large Language Model via Synthetic Data based Continual Learning Framework",
    author = "Wan, Qian  and
      Shi, Wangzi  and
      Feng, Jintian  and
      Liu, Shengyingjie  and
      Wei, Luona  and
      Dai, Zhicheng  and
      Sun, Jianwen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1223/",
    doi = "10.18653/v1/2025.emnlp-main.1223",
    pages = "23972--23991",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kanjirangat-etal-2025-tokenization,
    title = "Tokenization and Representation Biases in Multilingual Models on Dialectal {NLP} Tasks",
    author = "Kanjirangat, Vani  and
      Samardzic, Tanja  and
      Dolamic, Ljiljana  and
      Rinaldi, Fabio",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1224/",
    doi = "10.18653/v1/2025.emnlp-main.1224",
    pages = "23992--24010",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cachola-etal-2025-evaluating,
    title = "Evaluating the Evaluators: Are readability metrics good measures of readability?",
    author = "Cachola, Isabel  and
      Khashabi, Daniel  and
      Dredze, Mark",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1225/",
    doi = "10.18653/v1/2025.emnlp-main.1225",
    pages = "24011--24027",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mullick-etal-2025-text,
    title = "Text Takes Over: A Study of Modality Bias in Multimodal Intent Detection",
    author = "Mullick, Ankan  and
      Sharma, Saransh  and
      Jana, Abhik  and
      Goyal, Pawan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1226/",
    doi = "10.18653/v1/2025.emnlp-main.1226",
    pages = "24028--24058",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sarfati-etal-2025-whats,
    title = "What{'}s in a prompt? Language models encode literary style in prompt embeddings",
    author = {Sarfati, Rapha{\"e}l  and
      Moller, Haley  and
      Liu, Toni J.b.  and
      Boulle, Nicolas  and
      Earls, Christopher},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1227/",
    doi = "10.18653/v1/2025.emnlp-main.1227",
    pages = "24059--24068",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-blanco-2025-identifying,
    title = "Identifying and Answering Questions with False Assumptions: An Interpretable Approach",
    author = "Wang, Zijie  and
      Blanco, Eduardo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1228/",
    doi = "10.18653/v1/2025.emnlp-main.1228",
    pages = "24069--24087",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-visfineval,
    title = "{V}is{F}in{E}val: A Scenario-Driven {C}hinese Multimodal Benchmark for Holistic Financial Understanding",
    author = "Liu, Zhaowei  and
      Guo, Xin  and
      Xia, Haotian  and
      Zeng, Lingfeng  and
      Lou, Fangqi  and
      Niu, Jinyi  and
      Li, Mengping  and
      Qi, Qi  and
      Li, Jiahuan  and
      Zhang, Wei  and
      Wang, Yinglong  and
      Cai, Weige  and
      Shen, Weining  and
      Zhang, Liwen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1229/",
    doi = "10.18653/v1/2025.emnlp-main.1229",
    pages = "24088--24146",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{acuna-etal-2025-socratic,
    title = "Socratic-{MCTS}: Test-Time Visual Reasoning by Asking the Right Questions",
    author = "Acuna, David  and
      Lu, Ximing  and
      Jung, Jaehun  and
      Kim, Hyunwoo  and
      Kar, Amlan  and
      Fidler, Sanja  and
      Choi, Yejin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1230/",
    doi = "10.18653/v1/2025.emnlp-main.1230",
    pages = "24147--24160",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mayne-etal-2025-llms,
    title = "{LLM}s Don{'}t Know Their Own Decision Boundaries: The Unreliability of Self-Generated Counterfactual Explanations",
    author = "Mayne, Harry  and
      Kearns, Ryan Othniel  and
      Yang, Yushi  and
      Bean, Andrew M.  and
      Delaney, Eoin D.  and
      Russell, Chris  and
      Mahdi, Adam",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1231/",
    doi = "10.18653/v1/2025.emnlp-main.1231",
    pages = "24161--24186",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{nyandwi-etal-2025-grounding,
    title = "Grounding Multilingual Multimodal {LLM}s With Cultural Knowledge",
    author = "Nyandwi, Jean De Dieu  and
      Song, Yueqi  and
      Khanuja, Simran  and
      Neubig, Graham",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1232/",
    doi = "10.18653/v1/2025.emnlp-main.1232",
    pages = "24187--24231",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yuan-etal-2025-following,
    title = "Following Length Constraints in Instructions",
    author = "Yuan, Weizhe  and
      Kulikov, Ilia  and
      Yu, Ping  and
      Cho, Kyunghyun  and
      Sukhbaatar, Sainbayar  and
      Weston, Jason E  and
      Xu, Jing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1233/",
    doi = "10.18653/v1/2025.emnlp-main.1233",
    pages = "24232--24243",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jiang-etal-2025-memory,
    title = "Memory-{QA}: Answering Recall Questions Based on Multimodal Memories",
    author = "Jiang, Hongda  and
      Zhang, Xinyuan  and
      Garg, Siddhant  and
      Arora, Rishab  and
      Kuo, Shiun-Zu  and
      Xu, Jiayang  and
      Colak, Aaron  and
      Dong, Xin Luna",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1234/",
    doi = "10.18653/v1/2025.emnlp-main.1234",
    pages = "24244--24266",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{rafiei-asl-etal-2025-nexus,
    title = "{NEXUS}: Network Exploration for e{X}ploiting Unsafe Sequences in Multi-Turn {LLM} Jailbreaks",
    author = "Rafiei Asl, Javad  and
      Narula, Sidhant  and
      Ghasemigol, Mohammad  and
      Blanco, Eduardo  and
      Takabi, Daniel",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1235/",
    doi = "10.18653/v1/2025.emnlp-main.1235",
    pages = "24267--24295",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{aytes-etal-2025-sketch,
    title = "Sketch-of-Thought: Efficient {LLM} Reasoning with Adaptive Cognitive-Inspired Sketching",
    author = "Aytes, Simon A.  and
      Baek, Jinheon  and
      Hwang, Sung Ju",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1236/",
    doi = "10.18653/v1/2025.emnlp-main.1236",
    pages = "24296--24320",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{alkhamissi-etal-2025-language,
    title = "From Language to Cognition: How {LLM}s Outgrow the Human Language Network",
    author = "AlKhamissi, Badr  and
      Tuckute, Greta  and
      Tang, Yingtian  and
      Binhuraib, Taha Osama A  and
      Bosselut, Antoine  and
      Schrimpf, Martin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1237/",
    doi = "10.18653/v1/2025.emnlp-main.1237",
    pages = "24321--24339",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ovodov-etal-2025-logos,
    title = "Logos as a Well-Tempered Pre-train for Sign Language Recognition",
    author = "Ovodov, Ilya  and
      Surovtsev, Petr  and
      Kvanchiani, Karina  and
      Kapitanov, Alexander  and
      Nagaev, Alexander",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1238/",
    doi = "10.18653/v1/2025.emnlp-main.1238",
    pages = "24340--24353",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{binkowski-etal-2025-hallucination,
    title = "Hallucination Detection in {LLM}s Using Spectral Features of Attention Maps",
    author = "Binkowski, Jakub  and
      Janiak, Denis  and
      Sawczyn, Albert  and
      Gabrys, Bogdan  and
      Kajdanowicz, Tomasz Jan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1239/",
    doi = "10.18653/v1/2025.emnlp-main.1239",
    pages = "24354--24385",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lee-etal-2025-composable,
    title = "Composable Cross-prompt Essay Scoring by Merging Models",
    author = "Lee, Sanwoo  and
      Liang, Kun  and
      Wu, Yunfang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1240/",
    doi = "10.18653/v1/2025.emnlp-main.1240",
    pages = "24386--24400",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lee-etal-2025-towards,
    title = "Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of {LLM}s in Book-Length Contexts",
    author = "Lee, Yuho  and
      Deng, Jiaqi  and
      Kim, Nicole Hee-Yeon  and
      Min, Hyangsuk  and
      Yun, Taewon  and
      Ban, Minjeong  and
      Yul, Kim  and
      Song, Hwanjun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1241/",
    doi = "10.18653/v1/2025.emnlp-main.1241",
    pages = "24401--24425",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{dang-etal-2025-improving,
    title = "Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates",
    author = "Dang, Hy  and
      Liu, Tianyi  and
      Wu, Zhuofeng  and
      Yang, Jingfeng  and
      Jiang, Haoming  and
      Yang, Tao  and
      Chen, Pei  and
      Wang, Zhengyang  and
      Wang, Helen  and
      Li, Huasheng  and
      Yin, Bing  and
      Jiang, Meng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1242/",
    doi = "10.18653/v1/2025.emnlp-main.1242",
    pages = "24426--24442",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{korre-etal-2025-evaluation,
    title = "Evaluation and Facilitation of Online Discussions in the {LLM} Era: A Survey",
    author = "Korre, Katerina  and
      Tsirmpas, Dimitris  and
      Gkoumas, Nikos  and
      Cabal{\'e}, Emma  and
      Myrtzani, Danai  and
      Evgeniou, Theodoros  and
      Androutsopoulos, Ion  and
      Pavlopoulos, John",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1243/",
    doi = "10.18653/v1/2025.emnlp-main.1243",
    pages = "24443--24462",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xiong-etal-2025-temporal,
    title = "Temporal Scaling Law for Large Language Models",
    author = "Xiong, Yizhe  and
      Chen, Xiansheng  and
      Ye, Xin  and
      Chen, Hui  and
      Lin, Zijia  and
      Lian, Haoran  and
      Su, Zhenpeng  and
      Huang, Wei  and
      Niu, Jianwei  and
      Han, Jungong  and
      Ding, Guiguang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1244/",
    doi = "10.18653/v1/2025.emnlp-main.1244",
    pages = "24463--24483",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{feng-etal-2025-reframe,
    title = "Reframe Your Life Story: Interactive Narrative Therapist and Innovative Moment Assessment with Large Language Models",
    author = "Feng, Yi  and
      Wang, Jiaqi  and
      Zhang, Wenxuan  and
      Chen, Zhuang  and
      Yutong, Shen  and
      Xiao, Xiyao  and
      Huang, Minlie  and
      Jing, Liping  and
      Yu, Jian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1245/",
    doi = "10.18653/v1/2025.emnlp-main.1245",
    pages = "24484--24509",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{dai-etal-2025-word,
    title = "From Word to World: Evaluate and Mitigate Culture Bias in {LLM}s via Word Association Test",
    author = "Dai, Xunlian  and
      Zhou, Li  and
      Wang, Benyou  and
      Li, Haizhou",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1246/",
    doi = "10.18653/v1/2025.emnlp-main.1246",
    pages = "24510--24526",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zeng-etal-2025-mitigating,
    title = "Mitigating the Privacy Issues in Retrieval-Augmented Generation ({RAG}) via Pure Synthetic Data",
    author = "Zeng, Shenglai  and
      Zhang, Jiankun  and
      He, Pengfei  and
      Ren, Jie  and
      Zheng, Tianqi  and
      Lu, Hanqing  and
      Xu, Han  and
      Liu, Hui  and
      Xing, Yue  and
      Tang, Jiliang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1247/",
    doi = "10.18653/v1/2025.emnlp-main.1247",
    pages = "24527--24558",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-etal-2025-adasteer,
    title = "{A}da{S}teer: Your Aligned {LLM} is Inherently an Adaptive Jailbreak Defender",
    author = "Zhao, Weixiang  and
      Guo, Jiahe  and
      Hu, Yulin  and
      Deng, Yang  and
      Zhang, An  and
      Sui, Xingyu  and
      Han, Xinyang  and
      Zhao, Yanyan  and
      Qin, Bing  and
      Chua, Tat-Seng  and
      Liu, Ting",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1248/",
    doi = "10.18653/v1/2025.emnlp-main.1248",
    pages = "24559--24577",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ma-etal-2025-large-language-models-meet,
    title = "Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities",
    author = "Ma, Chuangtao  and
      Chen, Yongrui  and
      Wu, Tianxing  and
      Khan, Arijit  and
      Wang, Haofen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1249/",
    doi = "10.18653/v1/2025.emnlp-main.1249",
    pages = "24578--24597",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{singh-etal-2025-tfdp,
    title = "{TFDP}: Token-Efficient Disparity Audits for Autoregressive {LLM}s via Single-Token Masked Evaluation",
    author = "Singh, Inderjeet  and
      Srinivasan, Ramya  and
      Vainshtein, Roman  and
      Kojima, Hisashi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1250/",
    doi = "10.18653/v1/2025.emnlp-main.1250",
    pages = "24598--24615",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhou-etal-2025-hanfu,
    title = "Hanfu-Bench: A Multimodal Benchmark on Cross-Temporal Cultural Understanding and Transcreation",
    author = "Zhou, Li  and
      Yu, Lutong  and
      Xie, Dongchu  and
      Cheng, Shaohuan  and
      Li, Wenyan  and
      Li, Haizhou",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1251/",
    doi = "10.18653/v1/2025.emnlp-main.1251",
    pages = "24616--24638",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-mermaid,
    title = "{MERMAID}: Multi-perspective Self-reflective Agents with Generative Augmentation for Emotion Recognition",
    author = "Yang, Zhongyu  and
      Song, Junhao  and
      Song, Siyang  and
      Pang, Wei  and
      Yuan, Yingfang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1252/",
    doi = "10.18653/v1/2025.emnlp-main.1252",
    pages = "24639--24655",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sun-etal-2025-personality,
    title = "Personality Vector: Modulating Personality of Large Language Models by Model Merging",
    author = "Sun, Seungjong  and
      Baek, Seo Yeon  and
      Kim, Jang Hyun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1253/",
    doi = "10.18653/v1/2025.emnlp-main.1253",
    pages = "24656--24677",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xiong-etal-2025-beyond,
    title = "Beyond Outlining: Heterogeneous Recursive Planning for Adaptive Long-form Writing with Language Models",
    author = {Xiong, Ruibin  and
      Chen, Yimeng  and
      Khizbullin, Dmitrii  and
      Zhuge, Mingchen  and
      Schmidhuber, J{\"u}rgen},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1254/",
    doi = "10.18653/v1/2025.emnlp-main.1254",
    pages = "24678--24714",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yan-etal-2025-hidden,
    title = "Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal {LLM}s",
    author = "Yan, Qianqi  and
      Li, Hongquan  and
      Jiang, Shan  and
      Zhao, Yang  and
      Guan, Xinze  and
      Kuo, Ching-Chen  and
      Wang, Xin Eric",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1255/",
    doi = "10.18653/v1/2025.emnlp-main.1255",
    pages = "24715--24735",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{koncel-kedziorski-etal-2025-primex,
    title = "{P}rime{X}: A Dataset of Worldview, Opinion, and Explanation",
    author = "Koncel-Kedziorski, Rik  and
      Joshi, Brihi  and
      Paek, Tim",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1256/",
    doi = "10.18653/v1/2025.emnlp-main.1256",
    pages = "24736--24761",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{parulekar-jyothi-2025-laser,
    title = "{LASER}: An {LLM}-based {ASR} Scoring and Evaluation Rubric",
    author = "Parulekar, Amruta  and
      Jyothi, Preethi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1257/",
    doi = "10.18653/v1/2025.emnlp-main.1257",
    pages = "24762--24771",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{deng-etal-2025-improving,
    title = "Improving Zero-shot Sentence Decontextualisation with Content Selection and Planning",
    author = "Deng, Zhenyun  and
      Chen, Yulong  and
      Vlachos, Andreas",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1258/",
    doi = "10.18653/v1/2025.emnlp-main.1258",
    pages = "24772--24788",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-beyond-text,
    title = "Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation",
    author = "Zhang, Jiankun  and
      Zeng, Shenglai  and
      Ren, Jie  and
      Zheng, Tianqi  and
      Liu, Hui  and
      Tang, Xianfeng  and
      Liu, Hui  and
      Chang, Yi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1259/",
    doi = "10.18653/v1/2025.emnlp-main.1259",
    pages = "24789--24810",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jung-etal-2025-code,
    title = "Code Execution as Grounded Supervision for {LLM} Reasoning",
    author = "Jung, Dongwon  and
      Zhou, Wenxuan  and
      Chen, Muhao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1260/",
    doi = "10.18653/v1/2025.emnlp-main.1260",
    pages = "24811--24822",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sundaresan-etal-2025-subjective,
    title = "Subjective Behaviors and Preferences in {LLM}: Language of Browsing",
    author = "Sundaresan, Sai  and
      Chopra, Harshita  and
      Sinha, Atanu R.  and
      Goswami, Koustava  and
      Naidu, Nagasai Saketh  and
      Karan, Raghav  and
      Anushka, N",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1261/",
    doi = "10.18653/v1/2025.emnlp-main.1261",
    pages = "24823--24836",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{golovanevsky-etal-2025-pixels,
    title = "Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual Counterfacts",
    author = "Golovanevsky, Michal  and
      Rudman, William  and
      Lepori, Michael A.  and
      Bar, Amir  and
      Singh, Ritambhara  and
      Eickhoff, Carsten",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1262/",
    doi = "10.18653/v1/2025.emnlp-main.1262",
    pages = "24837--24852",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jamialahmadi-etal-2025-balcony,
    title = "Balcony: A Lightweight Approach to Dynamic Inference of Generative Language Models",
    author = "Jamialahmadi, Benyamin  and
      Kavehzadeh, Parsa  and
      Rezagholizadeh, Mehdi  and
      Farinneya, Parsa  and
      Rajabzadeh, Hossein  and
      Jafari, Aref  and
      Chen, Boxing  and
      Tahaei, Marzieh S.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1263/",
    doi = "10.18653/v1/2025.emnlp-main.1263",
    pages = "24853--24867",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mathur-etal-2025-social,
    title = "Social Genome: Grounded Social Reasoning Abilities of Multimodal Models",
    author = "Mathur, Leena  and
      Qian, Marian  and
      Liang, Paul Pu  and
      Morency, Louis-Philippe",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1264/",
    doi = "10.18653/v1/2025.emnlp-main.1264",
    pages = "24868--24891",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{guo-etal-2025-profiler,
    title = "Profiler: Black-box {AI}-generated Text Origin Detection via Context-aware Inference Pattern Analysis",
    author = "Guo, Hanxi  and
      Cheng, Siyuan  and
      Jin, Xiaolong  and
      Zhang, Zhuo  and
      Shen, Guangyu  and
      Zhang, Kaiyuan  and
      An, Shengwei  and
      Tao, Guanhong  and
      Zhang, Xiangyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1265/",
    doi = "10.18653/v1/2025.emnlp-main.1265",
    pages = "24892--24912",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-speech,
    title = "Speech Discrete Tokens or Continuous Features? A Comparative Analysis for Spoken Language Understanding in {S}peech{LLM}s",
    author = "Wang, Dingdong  and
      Li, Junan  and
      Cui, Mingyu  and
      Yang, Dongchao  and
      Chen, Xueyuan  and
      Meng, Helen M.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1266/",
    doi = "10.18653/v1/2025.emnlp-main.1266",
    pages = "24913--24924",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-rag,
    title = "{RAG}-Zeval: Enhancing {RAG} Responses Evaluator through End-to-End Reasoning and Ranking-Based Reinforcement Learning",
    author = "Li, Kun  and
      Li, Yunxiang  and
      Zhang, Tianhua  and
      Luo, Hongyin  and
      Wu, Xixin  and
      Glass, James R.  and
      Meng, Helen M.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1267/",
    doi = "10.18653/v1/2025.emnlp-main.1267",
    pages = "24925--24943",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xu-etal-2025-infini,
    title = "Infini-gram mini: Exact n-gram Search at the {I}nternet Scale with {FM}-Index",
    author = "Xu, Hao  and
      Liu, Jiacheng  and
      Choi, Yejin  and
      Smith, Noah A.  and
      Hajishirzi, Hannaneh",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1268/",
    doi = "10.18653/v1/2025.emnlp-main.1268",
    pages = "24944--24969",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sarkar-etal-2025-mahanama,
    title = "Mah{\={a}}n{\={a}}ma: A Unique Testbed for Literary Entity Discovery and Linking",
    author = "Sarkar, Sujoy  and
      Sarkar, Gourav  and
      Jagadeeshan, Manoj Balaji  and
      Sandhan, Jivnesh  and
      Krishna, Amrith  and
      Goyal, Pawan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1269/",
    doi = "10.18653/v1/2025.emnlp-main.1269",
    pages = "24970--24984",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{brown-etal-2025-adaptively,
    title = "Adaptively profiling models with task elicitation",
    author = "Brown, Davis  and
      Balehannina, Prithvi  and
      Jin, Helen  and
      Havaldar, Shreya  and
      Hassani, Hamed  and
      Wong, Eric",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1270/",
    doi = "10.18653/v1/2025.emnlp-main.1270",
    pages = "24985--25020",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{boguraev-etal-2025-causal,
    title = "Causal Interventions Reveal Shared Structure Across {E}nglish Filler{--}Gap Constructions",
    author = "Boguraev, Sasha  and
      Potts, Christopher  and
      Mahowald, Kyle",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1271/",
    doi = "10.18653/v1/2025.emnlp-main.1271",
    pages = "25021--25042",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-tactfultom,
    title = "{T}actful{T}o{M}: Do {LLM}s have the Theory of Mind ability to understand White Lies?",
    author = "Liu, Yiwei  and
      Pretty, Emma Jane  and
      Huang, Jiahao  and
      Sugawara, Saku",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1272/",
    doi = "10.18653/v1/2025.emnlp-main.1272",
    pages = "25043--25061",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{diianni-deutsch-2025-dont,
    title = "Don{'}t Sweat the Small Stuff: Segment-Level Meta-Evaluation Based on Pairwise Difference Correlation",
    author = "DiIanni, Colten  and
      Deutsch, Daniel",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1273/",
    doi = "10.18653/v1/2025.emnlp-main.1273",
    pages = "25062--25070",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{scarlatos-etal-2025-smart,
    title = "{SMART}: Simulated Students Aligned with Item Response Theory for Question Difficulty Prediction",
    author = "Scarlatos, Alexander  and
      Fernandez, Nigel  and
      Ormerod, Christopher  and
      Lottridge, Susan  and
      Lan, Andrew",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1274/",
    doi = "10.18653/v1/2025.emnlp-main.1274",
    pages = "25071--25094",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ivetta-etal-2025-heseia,
    title = "{HESEIA}: A community-based dataset for evaluating social biases in large language models, co-designed in real school settings in {L}atin {A}merica",
    author = "Ivetta, Guido  and
      Gomez, Marcos J  and
      Martinelli, Sof{\'i}a  and
      Palombini, Pietro  and
      Echeveste, M Emilia  and
      Mazzeo, Nair Carolina  and
      Busaniche, Beatriz  and
      Benotti, Luciana",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1275/",
    doi = "10.18653/v1/2025.emnlp-main.1275",
    pages = "25095--25117",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{awal-etal-2025-webmmu,
    title = "{W}eb{MMU}: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation",
    author = "Awal, Rabiul  and
      Massoud, Mahsa  and
      Feizi, Aarash  and
      Li, Zichao  and
      Wang, Suyuchen  and
      Pal, Christopher  and
      Agrawal, Aishwarya  and
      Vazquez, David  and
      Reddy, Siva  and
      Rodriguez, Juan A.  and
      Taslakian, Perouz  and
      Gella, Spandana  and
      Rajeswar, Sai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1276/",
    doi = "10.18653/v1/2025.emnlp-main.1276",
    pages = "25118--25145",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{watson-etal-2025-analyzing,
    title = "Analyzing values about gendered language reform in {LLM}s' revisions",
    author = "Watson, Jules  and
      Wang, Xi  and
      Liu, Raymond  and
      Stevenson, Suzanne  and
      Beekhuizen, Barend",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1277/",
    doi = "10.18653/v1/2025.emnlp-main.1277",
    pages = "25146--25161",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-allabel,
    title = "{ALL}abel: Three-stage Active Learning for {LLM}-based Entity Recognition using Demonstration Retrieval",
    author = "Chen, Zihan  and
      Shi, Lei  and
      Wu, Weize  and
      Zhou, Qiji  and
      Zhang, Yue",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1278/",
    doi = "10.18653/v1/2025.emnlp-main.1278",
    pages = "25162--25176",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-2025-hyperkgr,
    title = "{H}yper{KGR}: Knowledge Graph Reasoning in Hyperbolic Space with Graph Neural Network Encoding Symbolic Path",
    author = "Liu, Lihui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1279/",
    doi = "10.18653/v1/2025.emnlp-main.1279",
    pages = "25177--25188",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chiang-etal-2025-llamp,
    title = "{LL}a{MP}: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval",
    author = "Chiang, Yuan  and
      Hsieh, Elvis  and
      Chou, Chia-Hong  and
      Riebesell, Janosh",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1280/",
    doi = "10.18653/v1/2025.emnlp-main.1280",
    pages = "25189--25221",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{aroca-ouellette-etal-2025-reseeding,
    title = "{R}e{S}eeding Latent States for Sequential Language Understanding",
    author = "Aroca-Ouellette, St{\'e}phane  and
      von der Wense, Katharina  and
      Roncone, Alessandro",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1281/",
    doi = "10.18653/v1/2025.emnlp-main.1281",
    pages = "25222--25236",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{feng-hong-2025-dped,
    title = "{DPED}: Multi-Layer Noise Distillation for Privacy-Preserving Text Embeddings",
    author = "Feng, Shuya  and
      Hong, Yuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1282/",
    doi = "10.18653/v1/2025.emnlp-main.1282",
    pages = "25237--25245",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{inan-etal-2025-identifying,
    title = "Identifying {\&} Interactively Refining Ambiguous User Goals for Data Visualization Code Generation",
    author = "Inan, Mert  and
      Sicilia, Anthony  and
      Xie, Alex  and
      Vaduguru, Saujas  and
      Fried, Daniel  and
      Alikhani, Malihe",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1283/",
    doi = "10.18653/v1/2025.emnlp-main.1283",
    pages = "25246--25263",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{boldt-mortensen-2025-morpheme,
    title = "Morpheme Induction for Emergent Language",
    author = "Boldt, Brendon  and
      Mortensen, David R.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1284/",
    doi = "10.18653/v1/2025.emnlp-main.1284",
    pages = "25264--25279",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-stepwise-informativeness,
    title = "Stepwise Informativeness Search for Improving {LLM} Reasoning",
    author = "Wang, Siyuan  and
      Zhao, Enda  and
      Ren, Xiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1285/",
    doi = "10.18653/v1/2025.emnlp-main.1285",
    pages = "25280--25298",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chamoun-etal-2025-social,
    title = "Social Good or Scientific Curiosity? Uncovering the Research Framing Behind {NLP} Artefacts",
    author = "Chamoun, Eric  and
      Ousidhoum, Nedjma  and
      Schlichtkrull, Michael Sejr  and
      Vlachos, Andreas",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1286/",
    doi = "10.18653/v1/2025.emnlp-main.1286",
    pages = "25299--25335",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kang-etal-2025-fairgen,
    title = "{F}air{G}en: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent Guidance",
    author = "Kang, Mintong  and
      Kumar, Vinayshekhar Bannihatti  and
      Roy, Shamik  and
      Kumar, Abhishek  and
      Khosla, Sopan  and
      Narayanaswamy, Balakrishnan Murali  and
      Gangadharaiah, Rashmi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1287/",
    doi = "10.18653/v1/2025.emnlp-main.1287",
    pages = "25336--25350",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{panagopoulou-etal-2025-contra4,
    title = "Contra4: Evaluating Contrastive Cross-Modal Reasoning in Audio, Video, Image, and 3{D}",
    author = "Panagopoulou, Artemis  and
      Xue, Le  and
      Zhou, Honglu  and
      Savarese, Silvio  and
      Xu, Ran  and
      Xiong, Caiming  and
      Callison-Burch, Chris  and
      Yatskar, Mark  and
      Niebles, Juan Carlos",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1288/",
    doi = "10.18653/v1/2025.emnlp-main.1288",
    pages = "25351--25365",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hu-etal-2025-proactive,
    title = "Proactive Hearing Assistants that Isolate Egocentric Conversations",
    author = "Hu, Guilin  and
      Itani, Malek  and
      Chen, Tuochao  and
      Gollakota, Shyamnath",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1289/",
    doi = "10.18653/v1/2025.emnlp-main.1289",
    pages = "25366--25383",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xu-etal-2025-flsa,
    title = "f{LSA}: Learning Semantic Structures in Document Collections Using Foundation Models",
    author = "Xu, Weijia  and
      Jojic, Nebojsa  and
      Le Roux, Nicolas",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1290/",
    doi = "10.18653/v1/2025.emnlp-main.1290",
    pages = "25384--25395",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhou-etal-2025-safekey,
    title = "{S}afe{K}ey: Amplifying Aha-Moment Insights for Safety Reasoning",
    author = "Zhou, Kaiwen  and
      Zhao, Xuandong  and
      Srinivasa, Jayanth  and
      Liu, Gaowen  and
      Feng, Aosong  and
      Song, Dawn  and
      Wang, Xin Eric",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1291/",
    doi = "10.18653/v1/2025.emnlp-main.1291",
    pages = "25396--25412",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{vasu-etal-2025-hyper,
    title = "{H}yp{ER}: Literature-grounded Hypothesis Generation and Distillation with Provenance",
    author = "Vasu, Rosni  and
      Basu, Chandrayee  and
      Dalvi Mishra, Bhavana  and
      Sarasua, Cristina  and
      Clark, Peter  and
      Bernstein, Abraham",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1292/",
    doi = "10.18653/v1/2025.emnlp-main.1292",
    pages = "25413--25438",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{guo-etal-2025-empowering,
    title = "Empowering {G}raph{RAG} with Knowledge Filtering and Integration",
    author = "Guo, Kai  and
      Shomer, Harry  and
      Zeng, Shenglai  and
      Han, Haoyu  and
      Wang, Yu  and
      Tang, Jiliang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1293/",
    doi = "10.18653/v1/2025.emnlp-main.1293",
    pages = "25439--25453",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lee-etal-2025-interpretable,
    title = "Interpretable Mnemonic Generation for Kanji Learning via Expectation-Maximization",
    author = "Lee, Jaewook  and
      Scarlatos, Alexander  and
      Lan, Andrew",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1294/",
    doi = "10.18653/v1/2025.emnlp-main.1294",
    pages = "25454--25475",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bussotti-papotti-2025-refining,
    title = "Refining Attention for Explainable and Noise-Robust Fact-Checking with Transformers",
    author = "Bussotti, Jean-Flavien  and
      Papotti, Paolo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1295/",
    doi = "10.18653/v1/2025.emnlp-main.1295",
    pages = "25476--25488",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{joo-etal-2025-harmful,
    title = "Harmful Prompt Laundering: Jailbreaking {LLM}s with Abductive Styles and Symbolic Encoding",
    author = "Joo, Seongho  and
      Koh, Hyukhun  and
      Jung, Kyomin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1296/",
    doi = "10.18653/v1/2025.emnlp-main.1296",
    pages = "25489--25524",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lu-etal-2025-pathway,
    title = "Pathway to Relevance: How Cross-Encoders Implement a Semantic Variant of {BM}25",
    author = "Lu, Meng  and
      Chen, Catherine  and
      Eickhoff, Carsten",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1297/",
    doi = "10.18653/v1/2025.emnlp-main.1297",
    pages = "25525--25547",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{he-etal-2025-rewarding,
    title = "Rewarding the Unlikely: Lifting {GRPO} Beyond Distribution Sharpening",
    author = "He, Andre Wang  and
      Fried, Daniel  and
      Welleck, Sean",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1298/",
    doi = "10.18653/v1/2025.emnlp-main.1298",
    pages = "25548--25560",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kang-etal-2025-phonitale,
    title = "{P}honi{T}ale: Phonologically Grounded Mnemonic Generation for Typologically Distant Language Pairs",
    author = "Kang, Sana  and
      Gwon, Myeongseok  and
      Kwon, Su Young  and
      Lee, Jaewook  and
      Lan, Andrew  and
      Raj, Bhiksha  and
      Singh, Rita",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1299/",
    doi = "10.18653/v1/2025.emnlp-main.1299",
    pages = "25561--25593",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ramnath-etal-2025-amulet,
    title = "Amulet: Putting Complex Multi-Turn Conversations on the Stand with {LLM} Juries",
    author = "Ramnath, Sahana  and
      Mudgil, Anurag  and
      Joshi, Brihi  and
      Hallinan, Skyler  and
      Ren, Xiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1300/",
    doi = "10.18653/v1/2025.emnlp-main.1300",
    pages = "25594--25635",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-exploring-chain,
    title = "Exploring Chain-of-Thought Reasoning for Steerable Pluralistic Alignment",
    author = "Zhang, Yunfan  and
      McKeown, Kathleen  and
      Muresan, Smaranda",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1301/",
    doi = "10.18653/v1/2025.emnlp-main.1301",
    pages = "25636--25649",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-cmedcalc,
    title = "{CM}ed{C}alc-Bench: A Fine-Grained Benchmark for {C}hinese Medical Calculations in {LLM}",
    author = "Zhang, Yunyan  and
      Zhu, Zhihong  and
      Wu, Xian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1302/",
    doi = "10.18653/v1/2025.emnlp-main.1302",
    pages = "25650--25659",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hou-etal-2025-evaluating,
    title = "Evaluating Robustness of Large Audio Language Models to Audio Injection: An Empirical Study",
    author = "Hou, Guanyu  and
      He, Jiaming  and
      Zhou, Yinhang  and
      Guo, Ji  and
      Qiao, Yitong  and
      Zhang, Rui  and
      Jiang, Wenbo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1303/",
    doi = "10.18653/v1/2025.emnlp-main.1303",
    pages = "25660--25676",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-far,
    title = "How Far Can {LLM}s Improve from Experience? Measuring Test-Time Learning Ability in {LLM}s with Human Comparison",
    author = "Wang, Jiayin  and
      Guo, Zhiqiang  and
      Ma, Weizhi  and
      Zhang, Min",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1304/",
    doi = "10.18653/v1/2025.emnlp-main.1304",
    pages = "25677--25691",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{son-etal-2025-subtle,
    title = "Subtle Risks, Critical Failures: A Framework for Diagnosing Physical Safety of {LLM}s for Embodied Decision Making",
    author = "Son, Yejin  and
      Kim, Minseo  and
      Kim, Sungwoong  and
      Han, Seungju  and
      Kim, Jian  and
      Jang, Dongju  and
      Yu, Youngjae  and
      Park, Chan Young",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1305/",
    doi = "10.18653/v1/2025.emnlp-main.1305",
    pages = "25692--25733",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{qiao-etal-2025-swiftkv,
    title = "{S}wift{KV}: Fast Prefill-Optimized Inference with Knowledge-Preserving Model Transformation",
    author = "Qiao, Aurick  and
      Yao, Zhewei  and
      Rajbhandari, Samyam  and
      He, Yuxiong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1306/",
    doi = "10.18653/v1/2025.emnlp-main.1306",
    pages = "25734--25753",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-co,
    title = "Co-Eval: Augmenting {LLM}-based Evaluation with Machine Metrics",
    author = "Wu, Ling-I  and
      Wu, Weijie  and
      Chen, Minyu  and
      Xue, Jianxin  and
      Li, Guoqiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1307/",
    doi = "10.18653/v1/2025.emnlp-main.1307",
    pages = "25754--25776",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jeon-etal-2025-sali4vid,
    title = "{S}ali4{V}id: Saliency-Aware Video Reweighting and Adaptive Caption Retrieval for Dense Video Captioning",
    author = "Jeon, MinJu  and
      Kim, Si-Woo  and
      Kim, Ye-Chan  and
      Kim, HyunGee  and
      Kim, Dong-Jin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1308/",
    doi = "10.18653/v1/2025.emnlp-main.1308",
    pages = "25777--25790",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-semantic,
    title = "Semantic Networks Extracted from Students' Think-Aloud Data are Correlated with Students' Learning Performance",
    author = "Yang, Pingjing  and
      Jeoung, Sullam  and
      Cromley, Jennifer  and
      Diesner, Jana",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1309/",
    doi = "10.18653/v1/2025.emnlp-main.1309",
    pages = "25791--25804",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ng-etal-2025-less,
    title = "Less is More: The Effectiveness of Compact Typological Language Representations",
    author = "Ng, York Hay  and
      Hoang, Phuong Hanh  and
      Lee, En-Shiun Annie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1310/",
    doi = "10.18653/v1/2025.emnlp-main.1310",
    pages = "25805--25816",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-etal-2025-sparse,
    title = "Sparse Activation Editing for Reliable Instruction Following in Narratives",
    author = "Zhao, Runcong  and
      Cao, Chengyu  and
      Zhu, Qinglin  and
      Ly, Xiucheng  and
      Shao, Shun  and
      Gui, Lin  and
      Xu, Ruifeng  and
      He, Yulan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1311/",
    doi = "10.18653/v1/2025.emnlp-main.1311",
    pages = "25817--25832",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shahriar-etal-2025-inceptive,
    title = "Inceptive Transformers: Enhancing Contextual Representations through Multi-Scale Feature Learning Across Domains and Languages",
    author = "Shahriar, Asif  and
      Shahriyar, Rifat  and
      Rahman, M Saifur",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1312/",
    doi = "10.18653/v1/2025.emnlp-main.1312",
    pages = "25833--25848",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yahata-etal-2025-causal,
    title = "Causal Tree Extraction from Medical Case Reports: A Novel Task for Experts-like Text Comprehension",
    author = "Yahata, Sakiko  and
      Wan, Zhen  and
      Cheng, Fei  and
      Kurohashi, Sadao  and
      Sato, Hisahiko  and
      Nagai, Ryozo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1313/",
    doi = "10.18653/v1/2025.emnlp-main.1313",
    pages = "25849--25867",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{srivastava-etal-2025-owl,
    title = "{OWL}: Probing Cross-Lingual Recall of Memorized Texts via World Literature",
    author = "Srivastava, Alisha  and
      Korukluoglu, Emir Kaan  and
      Le, Minh Nhat  and
      Tran, Duyen  and
      Pham, Chau Minh  and
      Karpinska, Marzena  and
      Iyyer, Mohit",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1314/",
    doi = "10.18653/v1/2025.emnlp-main.1314",
    pages = "25868--25895",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ye-etal-2025-enhanced,
    title = "Enhanced Noun-Noun Compound Interpretation through Textual Enrichment",
    author = "Ye, Bingyang  and
      Tu, Jingxuan  and
      Pustejovsky, James",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1315/",
    doi = "10.18653/v1/2025.emnlp-main.1315",
    pages = "25896--25911",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{fang-etal-2025-icl,
    title = "{ICL} {CIPHERS}: Quantifying ``Learning'' in In-Context Learning via Substitution Ciphers",
    author = "Fang, Zhouxiang  and
      Mishra, Aayush  and
      Gao, Muhan  and
      Liu, Anqi  and
      Khashabi, Daniel",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1316/",
    doi = "10.18653/v1/2025.emnlp-main.1316",
    pages = "25912--25933",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gou-etal-2025-corrupted,
    title = "Corrupted but Not Broken: Understanding and Mitigating the Negative Impacts of Corrupted Data in Visual Instruction Tuning",
    author = "Gou, Yunhao  and
      Yang, Hansi  and
      Liu, Zhili  and
      Chen, Kai  and
      Zeng, Yihan  and
      Hong, Lanqing  and
      Li, Zhenguo  and
      Liu, Qun  and
      Han, Bo  and
      Kwok, James  and
      Zhang, Yu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1317/",
    doi = "10.18653/v1/2025.emnlp-main.1317",
    pages = "25934--25960",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kang-etal-2025-memory,
    title = "Memory {OS} of {AI} Agent",
    author = "Kang, Jiazheng  and
      Ji, Mingming  and
      Zhao, Zhe  and
      Bai, Ting",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1318/",
    doi = "10.18653/v1/2025.emnlp-main.1318",
    pages = "25961--25970",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{han-etal-2025-rule,
    title = "Rule Discovery for Natural Language Inference Data Generation Using Out-of-Distribution Detection",
    author = "Han, Juyoung  and
      Hwang, Hyunsun  and
      Lee, Changki",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1319/",
    doi = "10.18653/v1/2025.emnlp-main.1319",
    pages = "25971--25991",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lyu-etal-2025-jigsaw,
    title = "Jigsaw-Puzzles: From Seeing to Understanding to Reasoning in Vision-Language Models",
    author = "Lyu, Zesen  and
      Zhang, Dandan  and
      Ye, Wei  and
      Li, Fangdi  and
      Jiang, Zhihang  and
      Yang, Yao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1320/",
    doi = "10.18653/v1/2025.emnlp-main.1320",
    pages = "25992--26003",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{periti-etal-2025-definition,
    title = "Definition Generation for Word Meaning Modeling: Monolingual, Multilingual, and Cross-Lingual Perspectives",
    author = "Periti, Francesco  and
      Goworek, Roksana  and
      Dubossarsky, Haim  and
      Tahmasebi, Nina",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1321/",
    doi = "10.18653/v1/2025.emnlp-main.1321",
    pages = "26004--26024",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-language-model,
    title = "Language Model Based Text-to-Audio Generation: Anti-Causally Aligned Collaborative Residual Transformers",
    author = "Wang, Juncheng  and
      Xu, Chao  and
      Yu, Cheng  and
      Hu, Zhe  and
      Xie, Haoyu  and
      Yu, Guoqi  and
      Shang, Lei  and
      Wang, Shujun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1322/",
    doi = "10.18653/v1/2025.emnlp-main.1322",
    pages = "26025--26043",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-etal-2025-helene,
    title = "{HELENE}: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning {LLM} with Zeroth-order Optimization",
    author = "Zhao, Huaqin  and
      Li, Jiaxi  and
      Pan, Yi  and
      Liang, Shizhe  and
      Yang, Xiaofeng  and
      Dou, Fei  and
      Liu, Tianming  and
      Lu, Jin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1323/",
    doi = "10.18653/v1/2025.emnlp-main.1323",
    pages = "26044--26067",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{choi-etal-2025-zero,
    title = "Zero-shot Multimodal Document Retrieval via Cross-modal Question Generation",
    author = "Choi, Yejin  and
      Park, Jaewoo  and
      Yoon, Janghan  and
      Kim, Saejin  and
      Jeon, Jaehyun  and
      Yu, Youngjae",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1324/",
    doi = "10.18653/v1/2025.emnlp-main.1324",
    pages = "26068--26083",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-parameters-performance,
    title = "From Parameters to Performance: A Data-Driven Study on {LLM} Structure and Development",
    author = "Wang, Suqing  and
      Li, Zuchao  and
      Luohe, Shi  and
      Du, Bo  and
      Zhao, Hai  and
      Li, Yun  and
      Wang, Qianren",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1325/",
    doi = "10.18653/v1/2025.emnlp-main.1325",
    pages = "26084--26101",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{thatikonda-etal-2025-logical,
    title = "Logical Reasoning with Outcome Reward Models for Test-Time Scaling",
    author = "Thatikonda, Ramya Keerthy  and
      Buntine, Wray  and
      Shareghi, Ehsan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1326/",
    doi = "10.18653/v1/2025.emnlp-main.1326",
    pages = "26102--26112",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-speculating,
    title = "Speculating {LLM}s' {C}hinese Training Data Pollution from Their Tokens",
    author = "Zhang, Qingjie  and
      Wang, Di  and
      Qian, Haoting  and
      Yan, Liu  and
      Zhang, Tianwei  and
      Xu, Ke  and
      Li, Qi  and
      Huang, Minlie  and
      Li, Hewu  and
      Qiu, Han",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1327/",
    doi = "10.18653/v1/2025.emnlp-main.1327",
    pages = "26113--26133",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gupta-etal-2025-novelhopqa,
    title = "{N}ovel{H}op{QA}: Diagnosing Multi-Hop Reasoning Failures in Long Narrative Contexts",
    author = "Gupta, Abhay  and
      Zhu, Kevin  and
      Sharma, Vasu  and
      O{'}Brien, Sean  and
      Lu, Michael",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1328/",
    doi = "10.18653/v1/2025.emnlp-main.1328",
    pages = "26134--26151",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-weights,
    title = "Weights-Rotated Preference Optimization for Large Language Models",
    author = "Yang, Chenxu  and
      Jia, Ruipeng  and
      Zheng, Mingyu  and
      Gu, Naibin  and
      Lin, Zheng  and
      Chen, Siyuan  and
      Yin, Weichong  and
      Wu, Hua  and
      Wang, Weiping",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1329/",
    doi = "10.18653/v1/2025.emnlp-main.1329",
    pages = "26152--26175",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-stepwise,
    title = "The Stepwise Deception: Simulating the Evolution from True News to Fake News with {LLM} Agents",
    author = "Liu, Yuhan  and
      Song, Zirui  and
      Zhang, Juntian  and
      Zhang, Xiaoqing  and
      Chen, Xiuying  and
      Yan, Rui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1330/",
    doi = "10.18653/v1/2025.emnlp-main.1330",
    pages = "26176--26192",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lv-etal-2025-inject,
    title = "How to inject knowledge efficiently? Knowledge Infusion Scaling Law for Pre-training Large Language Models",
    author = "Lv, Kangtao  and
      Chen, Haibin  and
      Yuan, Yujin  and
      Liu, Langming  and
      Liu, Shilei  and
      Wang, Yongwei  and
      Su, Wenbo  and
      Zheng, Bo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1331/",
    doi = "10.18653/v1/2025.emnlp-main.1331",
    pages = "26193--26208",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-smec,
    title = "{SMEC}:Rethinking Matryoshka Representation Learning for Retrieval Embedding Compression",
    author = "Zhang, Biao  and
      Chen, Lixin  and
      Liu, Tong  and
      Zheng, Bo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1332/",
    doi = "10.18653/v1/2025.emnlp-main.1332",
    pages = "26209--26222",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-klabjan-2025-reverse,
    title = "Reverse Prompt Engineering: A Zero-Shot, Genetic Algorithm Approach to Language Model Inversion",
    author = "Li, Hanqing  and
      Klabjan, Diego",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1333/",
    doi = "10.18653/v1/2025.emnlp-main.1333",
    pages = "26223--26245",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-dimo,
    title = "{D}i{M}o-{GUI}: Advancing Test-time Scaling in {GUI} Grounding via Modality-Aware Visual Reasoning",
    author = "Wu, Hang  and
      Chen, Hongkai  and
      Cai, Yujun  and
      Liu, Chang  and
      Ye, Qingwen  and
      Yang, Ming-Hsuan  and
      Wang, Yiwei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1334/",
    doi = "10.18653/v1/2025.emnlp-main.1334",
    pages = "26246--26256",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-sociobench,
    title = "{S}ocio{B}ench: Modeling Human Behavior in Sociological Surveys with Large Language Models",
    author = "Wang, Jia  and
      Zhao, Ziyu  and
      Ni, Tingjuntao  and
      Wei, Zhongyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1335/",
    doi = "10.18653/v1/2025.emnlp-main.1335",
    pages = "26257--26289",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chiu-etal-2025-financial,
    title = "Financial Risk Relation Identification through Dual-view Adaptation",
    author = "Chiu, Wei-Ning  and
      Wang, Yu-Hsiang  and
      Hsiao, Andy  and
      Huang, Yu-Shiang  and
      Wang, Chuan-Ju",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1336/",
    doi = "10.18653/v1/2025.emnlp-main.1336",
    pages = "26290--26300",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{dumitru-etal-2025-copyspec,
    title = "{C}opy{S}pec: Accelerating {LLM}s with Speculative Copy-and-Paste",
    author = "Dumitru, Razvan-Gabriel  and
      Yang, Minglai  and
      Yadav, Vikas  and
      Surdeanu, Mihai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1337/",
    doi = "10.18653/v1/2025.emnlp-main.1337",
    pages = "26301--26332",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-grasp,
    title = "{GRASP}: Replace Redundant Layers with Adaptive Singular Parameters for Efficient Model Compression",
    author = "Liu, Kainan  and
      Zhang, Yong  and
      Cheng, Ning  and
      Li, Zhitao  and
      Wang, Shaojun  and
      Xiao, Jing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1338/",
    doi = "10.18653/v1/2025.emnlp-main.1338",
    pages = "26333--26348",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-graphagent,
    title = "{G}raph{A}gent: Agentic Graph Language Assistant",
    author = "Yang, Yuhao  and
      Tang, Jiabin  and
      Xia, Lianghao  and
      Zou, Xingchen  and
      Liang, Yuxuan  and
      Huang, Chao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1339/",
    doi = "10.18653/v1/2025.emnlp-main.1339",
    pages = "26349--26368",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jia-etal-2025-ddo,
    title = "{DDO}: Dual-Decision Optimization for {LLM}-Based Medical Consultation via Multi-Agent Collaboration",
    author = "Jia, Zhihao  and
      Jia, Mingyi  and
      Duan, Junwen  and
      Wang, Jianxin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1340/",
    doi = "10.18653/v1/2025.emnlp-main.1340",
    pages = "26369--26386",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-fedmabench,
    title = "{F}ed{MAB}ench: Benchmarking Mobile {GUI} Agents on Decentralized Heterogeneous User Data",
    author = "Wang, WenHao  and
      Yu, Zijie  and
      Ye, Rui  and
      Zhang, Jianqing  and
      Liu, Guangyi  and
      Liu, Liang  and
      Chen, Siheng  and
      Wang, Yanfeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1341/",
    doi = "10.18653/v1/2025.emnlp-main.1341",
    pages = "26387--26408",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-vla,
    title = "{VLA}-Mark: A cross modal watermark for large vision-language alignment models",
    author = "Liu, Shuliang  and
      Qi, Zheng  and
      Xu, Jesse Jiaxi  and
      Yan, Yibo  and
      Zhang, Junyan  and
      Geng, He  and
      Liu, Aiwei  and
      Jiang, Peijie  and
      Liu, Jia  and
      Tam, Yik-Cheung  and
      Hu, Xuming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1342/",
    doi = "10.18653/v1/2025.emnlp-main.1342",
    pages = "26409--26427",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-sentence,
    title = "Sentence Smith: Controllable Edits for Evaluating Text Embeddings",
    author = "Li, Hongji  and
      Michail, Andrianos  and
      Gubelmann, Reto  and
      Clematide, Simon  and
      Opitz, Juri",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1343/",
    doi = "10.18653/v1/2025.emnlp-main.1343",
    pages = "26428--26445",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sun-etal-2025-reasonmed,
    title = "{R}eason{M}ed: A 370{K} Multi-Agent Generated Dataset for Advancing Medical Reasoning",
    author = "Sun, Yu  and
      Qian, Xingyu  and
      Xu, Weiwen  and
      Zhang, Hao  and
      Xiao, Chenghao  and
      Li, Long  and
      Zhao, Deli  and
      Huang, Wenbing  and
      Xu, Tingyang  and
      Bai, Qifeng  and
      Rong, Yu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1344/",
    doi = "10.18653/v1/2025.emnlp-main.1344",
    pages = "26446--26467",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{park-etal-2025-decoding,
    title = "Decoding Dense Embeddings: Sparse Autoencoders for Interpreting and Discretizing Dense Retrieval",
    author = "Park, Seongwan  and
      Kim, Taeklim  and
      Ko, Youngjoong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1345/",
    doi = "10.18653/v1/2025.emnlp-main.1345",
    pages = "26468--26485",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lin-etal-2025-uicompass,
    title = "{UICOMPASS}: {UI} Map Guided Mobile Task Automation via Adaptive Action Generation",
    author = "Lin, Yuanzhang  and
      Zhang, Zhe  and
      Rui, He  and
      Dong, Qingao  and
      Zhou, Mingyi  and
      Zhang, Jing  and
      Gao, Xiang  and
      Sun, Hailong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1346/",
    doi = "10.18653/v1/2025.emnlp-main.1346",
    pages = "26486--26506",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{green-etal-2025-leaky,
    title = "Leaky Thoughts: Large Reasoning Models Are Not Private Thinkers",
    author = "Green, Tommaso  and
      Gubri, Martin  and
      Puerto, Haritz  and
      Yun, Sangdoo  and
      Oh, Seong Joon",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1347/",
    doi = "10.18653/v1/2025.emnlp-main.1347",
    pages = "26507--26529",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-model-unlearning,
    title = "Model Unlearning via Sparse Autoencoder Subspace Guided Projections",
    author = "Wang, Xu  and
      Li, Zihao  and
      Wang, Benyou  and
      Hu, Yan  and
      Zou, Difan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1348/",
    doi = "10.18653/v1/2025.emnlp-main.1348",
    pages = "26530--26546",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhu-etal-2025-convsearch,
    title = "{C}onv{S}earch-R1: Enhancing Query Reformulation for Conversational Search with Reasoning via Reinforcement Learning",
    author = "Zhu, Changtai  and
      Wang, Siyin  and
      Feng, Ruijun  and
      Song, Kai  and
      Qiu, Xipeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1349/",
    doi = "10.18653/v1/2025.emnlp-main.1349",
    pages = "26547--26564",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tao-etal-2025-make,
    title = "How to Make Large Language Models Generate 100{\%} Valid Molecules?",
    author = "Tao, Wen  and
      Tang, Jing  and
      Chan, Alvin  and
      Hooi, Bryan  and
      Bi, Baolong  and
      Peng, Nanyun  and
      Liu, Yuansheng  and
      Wang, Yiwei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1350/",
    doi = "10.18653/v1/2025.emnlp-main.1350",
    pages = "26565--26580",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bao-etal-2025-exploring-quality,
    title = "Exploring Quality and Diversity in Synthetic Data Generation for Argument Mining",
    author = "Bao, Jianzhu  and
      Huang, Yuqi  and
      Sun, Yang  and
      Wang, Wenya  and
      Zhang, Yice  and
      Jin, Bojun  and
      Xu, Ruifeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1351/",
    doi = "10.18653/v1/2025.emnlp-main.1351",
    pages = "26581--26604",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ghanizadeh-dousti-2025-dynamic,
    title = "Dynamic Jointly Batch Selection for Data Efficient Machine Translation Fine-Tuning",
    author = "Ghanizadeh, Mohammad Amin  and
      Dousti, Mohammad Javad",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1352/",
    doi = "10.18653/v1/2025.emnlp-main.1352",
    pages = "26605--26613",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sviridov-etal-2025-3mdbench,
    title = "3{MDB}ench: Medical Multimodal Multi-agent Dialogue Benchmark",
    author = "Sviridov, Ivan  and
      Miftakhova, Amina  and
      Tereshchenko, Artemiy  and
      Zubkova, Galina  and
      Blinov, Pavel  and
      Savchenko, Andrey",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1353/",
    doi = "10.18653/v1/2025.emnlp-main.1353",
    pages = "26614--26654",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{la-cava-tagarelli-2025-openturingbench,
    title = "{O}pen{T}uring{B}ench: An Open-Model-based Benchmark and Framework for Machine-Generated Text Detection and Attribution",
    author = "La Cava, Lucio  and
      Tagarelli, Andrea",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1354/",
    doi = "10.18653/v1/2025.emnlp-main.1354",
    pages = "26655--26671",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{huang-etal-2025-critictool,
    title = "{CRITICTOOL}: Evaluating Self-Critique Capabilities of Large Language Models in Tool-Calling Error Scenarios",
    author = "Huang, Shiting  and
      Fang, Zhen  and
      Chen, Zehui  and
      Yuan, Siyu  and
      Ye, Junjie  and
      Zeng, Yu  and
      Chen, Lin  and
      Mao, Qi  and
      Zhao, Feng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1355/",
    doi = "10.18653/v1/2025.emnlp-main.1355",
    pages = "26672--26704",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kadlcik-etal-2025-pre,
    title = "Pre-trained Language Models Learn Remarkably Accurate Representations of Numbers",
    author = "Kadl{\v{c}}{\'i}k, Marek  and
      {\v{S}}tef{\'a}nik, Michal  and
      Mickus, Timothee  and
      Kucha{\v{r}}, Josef  and
      Spiegel, Michal",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1356/",
    doi = "10.18653/v1/2025.emnlp-main.1356",
    pages = "26705--26714",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zeng-etal-2025-enhancing-large,
    title = "Enhancing Large Vision-Language Models with Ultra-Detailed Image Caption Generation",
    author = "Zeng, Yu  and
      Qi, Yukun  and
      Zhao, Yiming  and
      Bao, Xikun  and
      Chen, Lin  and
      Chen, Zehui  and
      Huang, Shiting  and
      Zhao, Jie  and
      Zhao, Feng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1357/",
    doi = "10.18653/v1/2025.emnlp-main.1357",
    pages = "26715--26741",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{farinhas-etal-2025-translate,
    title = "Translate Smart, not Hard: Cascaded Translation Systems with Quality-Aware Deferral",
    author = "Farinhas, Ant{\'o}nio  and
      Guerreiro, Nuno M  and
      Agrawal, Sweta  and
      Rei, Ricardo  and
      Martins, Andre",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1358/",
    doi = "10.18653/v1/2025.emnlp-main.1358",
    pages = "26742--26756",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mayer-etal-2025-ivispar,
    title = "i{VISPAR} {---} An Interactive Visual-Spatial Reasoning Benchmark for {VLM}s",
    author = "Mayer, Julius  and
      Ballout, Mohamad  and
      Jassim, Serwan  and
      Nezami, Farbod Nosrat  and
      Bruni, Elia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1359/",
    doi = "10.18653/v1/2025.emnlp-main.1359",
    pages = "26757--26781",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{nahum-etal-2025-llms,
    title = "Are {LLM}s Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance",
    author = "Nahum, Omer  and
      Calderon, Nitay  and
      Keller, Orgad  and
      Szpektor, Idan  and
      Reichart, Roi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1360/",
    doi = "10.18653/v1/2025.emnlp-main.1360",
    pages = "26782--26809",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sargeant-etal-2025-detecting,
    title = "Detecting Legal Citations in {U}nited {K}ingdom Court Judgments",
    author = {Sargeant, Holli  and
      {\"O}stling, Andreas  and
      Magnusson, M{\r{a}}ns},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1361/",
    doi = "10.18653/v1/2025.emnlp-main.1361",
    pages = "26810--26836",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-etal-2025-large,
    title = "Large Language Models Badly Generalize across Option Length, Problem Types, and Irrelevant Noun Replacements",
    author = "Zhao, Guangxiang  and
      Hu, Saier  and
      Jian, Xiaoqi  and
      Jinzhu, Wu  and
      Wu, Yuhan  and
      Sun, Lin  and
      Zhang, Xiangzheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1362/",
    doi = "10.18653/v1/2025.emnlp-main.1362",
    pages = "26837--26846",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{doostmohammadi-kuhlmann-2025-studying,
    title = "Studying the Role of Input-Neighbor Overlap in Retrieval-Augmented Language Models Training Efficiency",
    author = "Doostmohammadi, Ehsan  and
      Kuhlmann, Marco",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1363/",
    doi = "10.18653/v1/2025.emnlp-main.1363",
    pages = "26847--26856",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{luz-de-araujo-etal-2025-principled,
    title = "Principled Personas: Defining and Measuring the Intended Effects of Persona Prompting on Task Performance",
    author = {Luz de Araujo, Pedro Henrique  and
      R{\"o}ttger, Paul  and
      Hovy, Dirk  and
      Roth, Benjamin},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1364/",
    doi = "10.18653/v1/2025.emnlp-main.1364",
    pages = "26857--26886",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ceritli-etal-2025-hydraopt,
    title = "{H}ydra{O}pt: Navigating the Efficiency-Performance Trade-off of Adapter Merging",
    author = "Ceritli, Taha  and
      Bohdal, Ondrej  and
      Ozay, Mete  and
      Moon, Jijoong  and
      Lee, Kyenghun  and
      Ko, Hyeonmok  and
      Michieli, Umberto",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1365/",
    doi = "10.18653/v1/2025.emnlp-main.1365",
    pages = "26887--26909",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jin-etal-2025-parrot,
    title = "Parrot: A Training Pipeline Enhances Both Program {C}o{T} and Natural Language {C}o{T} for Reasoning",
    author = "Jin, Senjie  and
      Chen, Lu  and
      Xi, Zhiheng  and
      Wang, Yuhui  and
      Song, Sirui  and
      Zhou, Yuhao  and
      Zhang, Xinbo  and
      Sun, Peng  and
      Lu, Hong  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1366/",
    doi = "10.18653/v1/2025.emnlp-main.1366",
    pages = "26910--26927",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-spec,
    title = "Spec-{VLA}: Speculative Decoding for Vision-Language-Action Models with Relaxed Acceptance",
    author = "Wang, Songsheng  and
      Yu, Rucheng  and
      Yuan, Zhihang  and
      Yu, Chao  and
      Gao, Feng  and
      Wang, Yu  and
      Wong, Derek F.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1367/",
    doi = "10.18653/v1/2025.emnlp-main.1367",
    pages = "26928--26940",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{nguyen-etal-2025-leveraging-text,
    title = "Leveraging Text-to-Text Transformers as Classifier Chain for Few-Shot Multi-Label Classification",
    author = "Nguyen, Quang Anh  and
      Tomeh, Nadi  and
      Lebbah, Mustapha  and
      Charnois, Thierry  and
      Azzag, Hanane",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1368/",
    doi = "10.18653/v1/2025.emnlp-main.1368",
    pages = "26941--26950",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{choenni-titov-2025-wanda,
    title = "{M}-{W}anda: Improving One-Shot Pruning for Multilingual {LLM}s",
    author = "Choenni, Rochelle  and
      Titov, Ivan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1369/",
    doi = "10.18653/v1/2025.emnlp-main.1369",
    pages = "26951--26964",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{saffari-etal-2025-beyond,
    title = "Beyond Hate Speech: {NLP}{'}s Challenges and Opportunities in Uncovering Dehumanizing Language",
    author = "Saffari, Hamidreza  and
      Shafiei, Mohammadamin  and
      Zhang, Hezhao  and
      Harris, Lasana T.  and
      Moosavi, Nafise Sadat",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1370/",
    doi = "10.18653/v1/2025.emnlp-main.1370",
    pages = "26965--26980",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{choi-etal-2025-conflict,
    title = "Conflict-Aware Soft Prompting for Retrieval-Augmented Generation",
    author = "Choi, Eunseong  and
      Park, June  and
      Lee, Hyeri  and
      Lee, Jongwuk",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1371/",
    doi = "10.18653/v1/2025.emnlp-main.1371",
    pages = "26981--26995",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{qin-etal-2025-r,
    title = "{R}-{CHAR}: A Metacognition-Driven Framework for Role-Playing in Large Language Models",
    author = "Qin, Haiming  and
      Zhang, Jiwei  and
      Zhang, Wei  and
      Lu, KeZhong  and
      Zhou, Mingyang  and
      Liao, Hao  and
      Mao, Rui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1372/",
    doi = "10.18653/v1/2025.emnlp-main.1372",
    pages = "26996--27014",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-annotating,
    title = "Annotating Training Data for Conditional Semantic Textual Similarity Measurement using Large Language Models",
    author = "Zhang, Gaifan  and
      Zhou, Yi  and
      Bollegala, Danushka",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1373/",
    doi = "10.18653/v1/2025.emnlp-main.1373",
    pages = "27015--27027",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xu-etal-2025-words,
    title = "When Words Smile: Generating Diverse Emotional Facial Expressions from Text",
    author = "Xu, Haidong  and
      Zhang, Meishan  and
      Ju, Hao  and
      Zheng, Zhedong  and
      Cambria, Erik  and
      Zhang, Min  and
      Fei, Hao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1374/",
    doi = "10.18653/v1/2025.emnlp-main.1374",
    pages = "27028--27046",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kruger-etal-2025-improving,
    title = "Improving Online Job Advertisement Analysis via Compositional Entity Extraction",
    author = {Kr{\"u}ger, Kai  and
      Binnewitt, Johanna  and
      Ehmann, Kathrin  and
      Winnige, Stefan  and
      Akbik, Alan},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1375/",
    doi = "10.18653/v1/2025.emnlp-main.1375",
    pages = "27047--27065",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{du-etal-2025-correlation,
    title = "Correlation-Aware Example Selection for In-Context Learning with Nonsymmetric Determinantal Point Processes",
    author = "Du, Qiunan  and
      Tian, Zhiliang  and
      Huang, Zhen  and
      Bian, Kailun  and
      Liu, Tianlun  and
      Zhang, Zhaoning  and
      Liu, Xinwang  and
      Liu, Feng  and
      Li, Dongsheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1376/",
    doi = "10.18653/v1/2025.emnlp-main.1376",
    pages = "27066--27082",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sokli-etal-2025-leveraging,
    title = "Leveraging Cognitive Complexity of Texts for Contextualization in Dense Retrieval",
    author = "Sokli, Effrosyni  and
      Peikos, Georgios  and
      Kasela, Pranav  and
      Pasi, Gabriella",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1377/",
    doi = "10.18653/v1/2025.emnlp-main.1377",
    pages = "27083--27096",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-beyond-online,
    title = "Beyond Online Sampling: Bridging Offline-to-Online Alignment via Dynamic Data Transformation for {LLM}s",
    author = "Zhang, Zhang  and
      Feng, Guhao  and
      Guan, Jian  and
      He, Di  and
      Wu, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1378/",
    doi = "10.18653/v1/2025.emnlp-main.1378",
    pages = "27097--27109",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bhagwatkar-etal-2025-cave,
    title = "{CAVE} : Detecting and Explaining Commonsense Anomalies in Visual Environments",
    author = "Bhagwatkar, Rishika  and
      Montariol, Syrielle  and
      Romanou, Angelika  and
      Borges, Beatriz  and
      Rish, Irina  and
      Bosselut, Antoine",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1379/",
    doi = "10.18653/v1/2025.emnlp-main.1379",
    pages = "27110--27151",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-enhancing-llm,
    title = "Enhancing {LLM} Language Adaption through Cross-lingual In-Context Pre-training",
    author = "Wu, Linjuan  and
      Wei, Hao-Ran  and
      Lin, Huan  and
      Li, Tianhao  and
      Yang, Baosong  and
      Huang, Fei  and
      Lu, Weiming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1380/",
    doi = "10.18653/v1/2025.emnlp-main.1380",
    pages = "27152--27166",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-semvink,
    title = "{S}em{V}ink: Advancing {VLM}s' Semantic Understanding of Optical Illusions via Visual Global Thinking",
    author = "Li, Sifan  and
      Cai, Yujun  and
      Wang, Yiwei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1381/",
    doi = "10.18653/v1/2025.emnlp-main.1381",
    pages = "27167--27177",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{he-etal-2025-order,
    title = "Order Doesn{'}t Matter, But Reasoning Does: Training {LLM}s with Order-Centric Augmentation",
    author = "He, Qianxi  and
      He, Qianyu  and
      Liang, Jiaqing  and
      Zhou, Weikang  and
      Sun, Zeye  and
      Yu, Fei  and
      Xiao, Yanghua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1382/",
    doi = "10.18653/v1/2025.emnlp-main.1382",
    pages = "27178--27192",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{de-bellis-etal-2025-type,
    title = "Type-Less yet Type-Aware Inductive Link Prediction with Pretrained Language Models",
    author = "De Bellis, Alessandro  and
      Bufi, Salvatore  and
      Servedio, Giovanni  and
      Anelli, Vito Walter  and
      Di Noia, Tommaso  and
      Di Sciascio, Eugenio",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1383/",
    doi = "10.18653/v1/2025.emnlp-main.1383",
    pages = "27193--27209",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{temesgen-etal-2025-extracting,
    title = "Extracting Linguistic Information from Large Language Models: Syntactic Relations and Derivational Knowledge",
    author = "Temesgen, Tsedeniya Kinfe  and
      Marco, Marion Di  and
      Fraser, Alexander",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1384/",
    doi = "10.18653/v1/2025.emnlp-main.1384",
    pages = "27210--27226",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{he-etal-2025-beyond,
    title = "Beyond Correctness: Confidence-Aware Reward Modeling for Enhancing Large Language Model Reasoning",
    author = "He, Qianxi  and
      Ren, Qingyu  and
      Lei, Shanzhe  and
      Wang, Xuhong  and
      Wang, Yingchun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1385/",
    doi = "10.18653/v1/2025.emnlp-main.1385",
    pages = "27227--27243",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{meier-etal-2025-trojanstego,
    title = "{T}rojan{S}tego: Your Language Model Can Secretly Be A Steganographic Privacy Leaking Agent",
    author = {Meier, Dominik  and
      Wahle, Jan Philip  and
      R{\"o}ttger, Paul  and
      Ruas, Terry  and
      Gipp, Bela},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1386/",
    doi = "10.18653/v1/2025.emnlp-main.1386",
    pages = "27244--27261",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sevestre-dupoux-2025-frequency,
    title = "Frequency {\&} Compositionality in Emergent Communication",
    author = "Sevestre, Jean-Baptiste  and
      Dupoux, Emmanuel",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1387/",
    doi = "10.18653/v1/2025.emnlp-main.1387",
    pages = "27262--27274",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{retkowski-etal-2025-summarizing,
    title = "Summarizing Speech: A Comprehensive Survey",
    author = {Retkowski, Fabian  and
      Z{\"u}fle, Maike  and
      Sudmann, Andreas  and
      Pfau, Dinah  and
      Watanabe, Shinji  and
      Niehues, Jan  and
      Waibel, Alexander},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1388/",
    doi = "10.18653/v1/2025.emnlp-main.1388",
    pages = "27275--27306",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-cogdual,
    title = "{C}og{D}ual: Enhancing Dual Cognition of {LLM}s via Reinforcement Learning with Implicit Rule-Based Rewards",
    author = "Liu, Cheng  and
      Lu, Yifei  and
      Ye, Fanghua  and
      Li, Jian  and
      Chen, Xingyu  and
      Ren, Feiliang  and
      Tu, Zhaopeng  and
      Li, Xiaolong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1389/",
    doi = "10.18653/v1/2025.emnlp-main.1389",
    pages = "27307--27336",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{deng-etal-2025-assay2mol,
    title = "{A}ssay2{M}ol: Large Language Model-based Drug Design Using {B}io{A}ssay Context",
    author = "Deng, Yifan  and
      Ericksen, Spencer S  and
      Gitter, Anthony",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1390/",
    doi = "10.18653/v1/2025.emnlp-main.1390",
    pages = "27337--27362",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-frame,
    title = "Frame First, Then Extract: A Frame-Semantic Reasoning Pipeline for Zero-Shot Relation Triplet Extraction",
    author = "Li, Zehan  and
      Zhang, Fu  and
      Zhang, Wenqing  and
      Li, Jiawei  and
      Li, Zhou  and
      Cheng, Jingwei  and
      Peng, Tianyue",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1391/",
    doi = "10.18653/v1/2025.emnlp-main.1391",
    pages = "27363--27376",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-mrguard,
    title = "{M}r{G}uard: A Multilingual Reasoning Guardrail for Universal {LLM} Safety",
    author = "Yang, Yahan  and
      Dan, Soham  and
      Li, Shuo  and
      Roth, Dan  and
      Lee, Insup",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1392/",
    doi = "10.18653/v1/2025.emnlp-main.1392",
    pages = "27377--27396",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jin-etal-2025-talon,
    title = "{TALON}: A Multi-Agent Framework for Long-Table Exploration and Question Answering",
    author = "Jin, Ruochun  and
      Wang, Xiyue  and
      Wang, Dong  and
      Zheng, Haoqi  and
      Qi, Yunpeng  and
      Yang, Silin  and
      Zhang, Meng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1393/",
    doi = "10.18653/v1/2025.emnlp-main.1393",
    pages = "27397--27413",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{maka-etal-2025-train,
    title = "You Are What You Train: Effects of Data Composition on Training Context-aware Machine Translation Models",
    author = "M{\k{a}}ka, Pawe{\l}  and
      Semerci, Yusuf Can  and
      Scholtes, Jan  and
      Spanakis, Gerasimos",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1394/",
    doi = "10.18653/v1/2025.emnlp-main.1394",
    pages = "27414--27437",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hoffmann-etal-2025-improving,
    title = "Improving Neutral Point-of-View Generation with Data- and Parameter-Efficient {RL}",
    author = "Hoffmann, Jessica  and
      Ahlheim, Christiane  and
      Yu, Zac  and
      Walfrand, Aria  and
      Jin, Jarvis  and
      Tano, Marie  and
      Beirami, Ahmad  and
      van Liemt, Erin MacMurray  and
      Thain, Nithum  and
      Sidahmed, Hakim  and
      Dixon, Lucas",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1395/",
    doi = "10.18653/v1/2025.emnlp-main.1395",
    pages = "27438--27467",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{seferis-etal-2025-randomized,
    title = "Randomized Smoothing Meets Vision-Language Models",
    author = "Seferis, Emmanouil  and
      Wu, Changshun  and
      Kollias, Stefanos  and
      Bensalem, Saddek  and
      Cheng, Chih-Hong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1396/",
    doi = "10.18653/v1/2025.emnlp-main.1396",
    pages = "27468--27478",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zent-etal-2025-piivot,
    title = "{PII}vot: A Lightweight {NLP} Anonymization Framework for Question-Anchored Tutoring Dialogues",
    author = "Zent, Matthew  and
      Smith, Digory  and
      Woodhead, Simon",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1397/",
    doi = "10.18653/v1/2025.emnlp-main.1397",
    pages = "27479--27488",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-trustworthy,
    title = "Trustworthy Medical Question Answering: An Evaluation-Centric Survey",
    author = "Wang, Yinuo  and
      Wang, Baiyang  and
      Mercer, Robert  and
      Rudzicz, Frank  and
      Singha Roy, Sudipta  and
      Ren, Pengjie  and
      Chen, Zhumin  and
      Wang, Xindi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1398/",
    doi = "10.18653/v1/2025.emnlp-main.1398",
    pages = "27489--27502",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{scivetti-etal-2025-unpacking,
    title = "Unpacking \textit{Let Alone}: Human-Scale Models Generalize to a Rare Construction in Form but not Meaning",
    author = "Scivetti, Wesley  and
      Aoyama, Tatsuya  and
      Wilcox, Ethan  and
      Schneider, Nathan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1399/",
    doi = "10.18653/v1/2025.emnlp-main.1399",
    pages = "27503--27514",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{andrews-etal-2025-bouquet,
    title = "{BOUQ}u{ET} : dataset, Benchmark and Open initiative for Universal Quality Evaluation in Translation",
    author = "Andrews, Pierre  and
      Artetxe, Mikel  and
      Meglioli, Mariano Coria  and
      Costa-juss{\`a}, Marta R.  and
      Chuang, Joe  and
      Dale, David  and
      Duppenthaler, Mark  and
      Ekberg, Nathanial Paul  and
      Gao, Cynthia  and
      Licht, Daniel Edward  and
      Maillard, Jean  and
      Mourachko, Alexandre  and
      Ropers, Christophe  and
      Saleem, Safiyyah  and
      S{\'a}nchez, Eduardo  and
      Tsiamas, Ioannis  and
      Turkatenko, Arina  and
      Ventayol-Boada, Albert  and
      Yates, Shireen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1400/",
    doi = "10.18653/v1/2025.emnlp-main.1400",
    pages = "27515--27535",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-healthcards,
    title = "{H}ealth{C}ards: Exploring Text-to-Image Generation as Visual Aids for Healthcare Knowledge Democratizing and Education",
    author = "Wu, Qian  and
      Gao, Zheyao  and
      Gou, Longfei  and
      Hou, Yifan  and
      Lau, Ann Sin Nga  and
      Dou, Qi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1401/",
    doi = "10.18653/v1/2025.emnlp-main.1401",
    pages = "27536--27558",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{khairi-etal-2025-life,
    title = "When Life Gives You Samples: The Benefits of Scaling up Inference Compute for Multilingual {LLM}s",
    author = "Khairi, Ammar  and
      D{'}souza, Daniel  and
      Shen, Ye  and
      Kreutzer, Julia  and
      Hooker, Sara",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1402/",
    doi = "10.18653/v1/2025.emnlp-main.1402",
    pages = "27559--27583",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lin-etal-2025-creativity,
    title = "Creativity in {LLM}-based Multi-Agent Systems: A Survey",
    author = "Lin, Yi-Cheng  and
      Chen, Kang-Chieh  and
      Li, Zhe-Yan  and
      Wu, Tzu-Heng  and
      Wu, Tzu-Hsuan  and
      Chen, Kuan-Yu  and
      Lee, Hung-yi  and
      Chen, Yun-Nung",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1403/",
    doi = "10.18653/v1/2025.emnlp-main.1403",
    pages = "27584--27607",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chenwei-etal-2025-context,
    title = "Context and {POS} in Action: A Comparative Study of {C}hinese Homonym Disambiguation in Human and Language Models",
    author = "Chenwei, Xie  and
      Ma, Matthew King-Hang  and
      Wang, Wenbo  and
      Wang, William Shiyuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1404/",
    doi = "10.18653/v1/2025.emnlp-main.1404",
    pages = "27608--27625",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{przybyla-etal-2025-attacking,
    title = "Attacking Misinformation Detection Using Adversarial Examples Generated by Language Models",
    author = "Przyby{\l}a, Piotr  and
      McGill, Euan  and
      Saggion, Horacio",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1405/",
    doi = "10.18653/v1/2025.emnlp-main.1405",
    pages = "27626--27642",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ali-etal-2025-leveraging,
    title = "Leveraging Loanword Constraints for Improving Machine Translation in a Low-Resource Multilingual Context",
    author = "Ali, Felermino D. M. A.  and
      Lopes Cardoso, Henrique  and
      Sousa-Silva, Rui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1406/",
    doi = "10.18653/v1/2025.emnlp-main.1406",
    pages = "27643--27657",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xu-etal-2025-linguistic,
    title = "Linguistic Neuron Overlap Patterns to Facilitate Cross-lingual Transfer on Low-resource Languages",
    author = "Xu, Yuemei  and
      Xu, Kexin  and
      Zhou, Jian  and
      Hu, Ling  and
      Gui, Lin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1407/",
    doi = "10.18653/v1/2025.emnlp-main.1407",
    pages = "27658--27673",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{de-gibert-etal-2025-scaling,
    title = "Scaling Low-Resource {MT} via Synthetic Data Generation with {LLM}s",
    author = {de Gibert, Ona  and
      Attieh, Joseph  and
      Vahtola, Teemu  and
      Aulamo, Mikko  and
      Li, Zihao  and
      V{\'a}zquez, Ra{\'u}l  and
      Hu, Tiancheng  and
      Tiedemann, J{\"o}rg},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1408/",
    doi = "10.18653/v1/2025.emnlp-main.1408",
    pages = "27674--27692",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-tailoring,
    title = "Tailoring Table Retrieval from a Field-aware Hybrid Matching Perspective",
    author = "Li, Da  and
      Bi, Keping  and
      Guo, Jiafeng  and
      Cheng, Xueqi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1409/",
    doi = "10.18653/v1/2025.emnlp-main.1409",
    pages = "27693--27704",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{takeshita-etal-2025-randomly,
    title = "Randomly Removing 50{\%} of Dimensions in Text Embeddings has Minimal Impact on Retrieval and Classification Tasks",
    author = "Takeshita, Sotaro  and
      Takeshita, Yurina  and
      Ruffinelli, Daniel  and
      Ponzetto, Simone Paolo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1410/",
    doi = "10.18653/v1/2025.emnlp-main.1410",
    pages = "27705--27726",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{marcuzzo-etal-2025-morables,
    title = "Morables: A Benchmark for Assessing Abstract Moral Reasoning in {LLM}s with Fables",
    author = "Marcuzzo, Matteo  and
      Zangari, Alessandro  and
      Albarelli, Andrea  and
      Camacho-Collados, Jose  and
      Pilehvar, Mohammad Taher",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1411/",
    doi = "10.18653/v1/2025.emnlp-main.1411",
    pages = "27727--27751",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{valentini-etal-2025-messirve,
    title = "{M}ess{IR}ve: A Large-Scale {S}panish Information Retrieval Dataset",
    author = "Valentini, Francisco  and
      Cotik, Viviana  and
      Furman, Dami{\'a}n  and
      Bercovich, Ivan  and
      Altszyler, Edgar  and
      P{\'e}rez, Juan Manuel",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1412/",
    doi = "10.18653/v1/2025.emnlp-main.1412",
    pages = "27752--27769",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{alabi-etal-2025-afridoc,
    title = "{AFRIDOC}-{MT}: Document-level {MT} Corpus for {A}frican Languages",
    author = "Alabi, Jesujoba Oluwadara  and
      Azime, Israel Abebe  and
      Zhang, Miaoran  and
      Espa{\~n}a-Bonet, Cristina  and
      Bawden, Rachel  and
      Zhu, Dawei  and
      Adelani, David Ifeoluwa  and
      Odoje, Clement Oyeleke  and
      Akinade, Idris  and
      Maab, Iffat  and
      David, Davis  and
      Muhammad, Shamsuddeen Hassan  and
      Putini, Neo  and
      Ademuyiwa, David O.  and
      Caines, Andrew  and
      Klakow, Dietrich",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1413/",
    doi = "10.18653/v1/2025.emnlp-main.1413",
    pages = "27770--27806",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{alabi-etal-2025-charting,
    title = "Charting the Landscape of {A}frican {NLP}: Mapping Progress and Shaping the Road Ahead",
    author = "Alabi, Jesujoba Oluwadara  and
      Hedderich, Michael A.  and
      Adelani, David Ifeoluwa  and
      Klakow, Dietrich",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1414/",
    doi = "10.18653/v1/2025.emnlp-main.1414",
    pages = "27807--27841",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhou-etal-2025-glimpse,
    title = "{GLIMPSE}: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them?",
    author = "Zhou, Yiyang  and
      Li, Linjie  and
      Qiu, Shi  and
      Yang, Zhengyuan  and
      Zhao, Yuyang  and
      Han, Siwei  and
      He, Yangfan  and
      Li, Kangqi  and
      Ji, Haonian  and
      Zhao, Zihao  and
      Tong, Haibo  and
      Wang, Lijuan  and
      Yao, Huaxiu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1415/",
    doi = "10.18653/v1/2025.emnlp-main.1415",
    pages = "27842--27856",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gamboa-etal-2025-social,
    title = "Social Bias in Multilingual Language Models: A Survey",
    author = "Gamboa, Lance Calvin Lim  and
      Feng, Yue  and
      Lee, Mark G.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1416/",
    doi = "10.18653/v1/2025.emnlp-main.1416",
    pages = "27857--27880",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mavromatis-etal-2025-byokg,
    title = "{BYOKG}-{RAG}: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering",
    author = "Mavromatis, Costas  and
      Adeshina, Soji  and
      Ioannidis, Vassilis N.  and
      Han, Zhen  and
      Zhu, Qi  and
      Robinson, Ian  and
      Thompson, Bryan  and
      Rangwala, Huzefa  and
      Karypis, George",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1417/",
    doi = "10.18653/v1/2025.emnlp-main.1417",
    pages = "27881--27898",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mitra-etal-2025-synth,
    title = "Synth-{SBDH}: A Synthetic Dataset of Social and Behavioral Determinants of Health for Clinical Text",
    author = "Mitra, Avijit  and
      Yang, Zhichao  and
      Druhl, Emily  and
      Goodwin, Raelene  and
      Yu, Hong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1418/",
    doi = "10.18653/v1/2025.emnlp-main.1418",
    pages = "27899--27935",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zangari-etal-2025-pun,
    title = "Pun Unintended: {LLM}s and the Illusion of Humor Understanding",
    author = "Zangari, Alessandro  and
      Marcuzzo, Matteo  and
      Albarelli, Andrea  and
      Pilehvar, Mohammad Taher  and
      Camacho-Collados, Jose",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1419/",
    doi = "10.18653/v1/2025.emnlp-main.1419",
    pages = "27936--27971",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yoon-etal-2025-raccoon,
    title = "{RACC}oo{N}: Versatile Instructional Video Editing with Auto-Generated Narratives",
    author = "Yoon, Jaehong  and
      Yu, Shoubin  and
      Bansal, Mohit",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1420/",
    doi = "10.18653/v1/2025.emnlp-main.1420",
    pages = "27972--28008",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{he-etal-2025-pre,
    title = "Pre-trained Models Perform the Best When Token Distributions Follow {Z}ipf{'}s Law",
    author = "He, Yanjin  and
      Zeng, Qingkai  and
      Jiang, Meng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1421/",
    doi = "10.18653/v1/2025.emnlp-main.1421",
    pages = "28009--28021",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cuconasu-etal-2025-rag,
    title = "Do {RAG} Systems Really Suffer From Positional Bias?",
    author = "Cuconasu, Florin  and
      Filice, Simone  and
      Horowitz, Guy  and
      Maarek, Yoelle  and
      Silvestri, Fabrizio",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1422/",
    doi = "10.18653/v1/2025.emnlp-main.1422",
    pages = "28022--28036",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yoon-etal-2025-aspect,
    title = "Aspect-Oriented Summarization for Psychiatric Short-Term Readmission Prediction",
    author = "Yoon, WonJin  and
      Ren, Boyu  and
      Thomas, Spencer  and
      Kim, Chanhwi  and
      Savova, Guergana  and
      Hall, Mei-Hua  and
      Miller, Timothy",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1423/",
    doi = "10.18653/v1/2025.emnlp-main.1423",
    pages = "28037--28054",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{quiroga-etal-2025-adapting,
    title = "Adapting Bias Evaluation to Domain Contexts using Generative Models",
    author = "Quiroga, Tamara  and
      Bravo-Marquez, Felipe  and
      Barriere, Valentin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1424/",
    doi = "10.18653/v1/2025.emnlp-main.1424",
    pages = "28055--28066",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gauthier-etal-2025-emergent,
    title = "Emergent morpho-phonological representations in self-supervised speech models",
    author = "Gauthier, Jon  and
      Breiss, Canaan  and
      Leonard, Matthew K  and
      Chang, Edward F.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1425/",
    doi = "10.18653/v1/2025.emnlp-main.1425",
    pages = "28067--28086",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-multilingual-language,
    title = "Multilingual Language Model Pretraining using Machine-translated Data",
    author = "Wang, Jiayi  and
      Lu, Yao  and
      Weber, Maurice  and
      Ryabinin, Max  and
      Adelani, David Ifeoluwa  and
      Chen, Yihong  and
      Tang, Raphael  and
      Stenetorp, Pontus",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1426/",
    doi = "10.18653/v1/2025.emnlp-main.1426",
    pages = "28087--28107",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liang-etal-2025-intentionframe,
    title = "{I}ntention{F}rame: A Semi-Structured, Multi-Aspect Framework for Fine-Grained Conversational Intention Understanding",
    author = "Liang, Jinggui  and
      Vo, Dung  and
      Liao, Lizi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1427/",
    doi = "10.18653/v1/2025.emnlp-main.1427",
    pages = "28108--28125",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-video,
    title = "Video-{RTS}: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning",
    author = "Wang, Ziyang  and
      Yoon, Jaehong  and
      Yu, Shoubin  and
      Islam, Md Mohaiminul  and
      Bertasius, Gedas  and
      Bansal, Mohit",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1428/",
    doi = "10.18653/v1/2025.emnlp-main.1428",
    pages = "28126--28140",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bohdal-etal-2025-efficient,
    title = "Efficient Compositional Multi-tasking for On-device Large Language Models",
    author = "Bohdal, Ondrej  and
      Ozay, Mete  and
      Moon, Jijoong  and
      Lee, Kyenghun  and
      Ko, Hyeonmok  and
      Michieli, Umberto",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1429/",
    doi = "10.18653/v1/2025.emnlp-main.1429",
    pages = "28141--28165",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{simko-etal-2025-improving,
    title = "Improving Large Language Model Safety with Contrastive Representation Learning",
    author = {Simko, Samuel  and
      Sachan, Mrinmaya  and
      Sch{\"o}lkopf, Bernhard  and
      Jin, Zhijing},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1430/",
    doi = "10.18653/v1/2025.emnlp-main.1430",
    pages = "28166--28194",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{park-etal-2025-leveraging,
    title = "Leveraging What{'}s Overfixed: Post-Correction via {LLM} Grammatical Error Overcorrection",
    author = "Park, Taehee  and
      Do, Heejin  and
      Lee, Gary",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1431/",
    doi = "10.18653/v1/2025.emnlp-main.1431",
    pages = "28195--28207",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-scaling-temporal,
    title = "Scaling Up Temporal Domain Generalization via Temporal Experts Averaging",
    author = "Liu, Aoming  and
      Miller, Kevin  and
      Saligrama, Venkatesh  and
      Saenko, Kate  and
      Gong, Boqing  and
      Lim, Ser-Nam  and
      Plummer, Bryan A.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1432/",
    doi = "10.18653/v1/2025.emnlp-main.1432",
    pages = "28208--28231",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jing-etal-2025-lingualens,
    title = "{L}ingua{L}ens: Towards Interpreting Linguistic Mechanisms of Large Language Models via Sparse Auto-Encoder",
    author = "Jing, Yi  and
      Yao, Zijun  and
      Guo, Hongzhu  and
      Ran, Lingxu  and
      Wang, Xiaozhi  and
      Hou, Lei  and
      Li, Juanzi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1433/",
    doi = "10.18653/v1/2025.emnlp-main.1433",
    pages = "28232--28251",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cosma-etal-2025-strawberry,
    title = "The Strawberry Problem: Emergence of Character-level Understanding in Tokenized Language Models",
    author = "Cosma, Adrian  and
      Ruseti, Stefan  and
      Radoi, Emilian  and
      Dascalu, Mihai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1434/",
    doi = "10.18653/v1/2025.emnlp-main.1434",
    pages = "28252--28263",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{fernando-etal-2025-improving,
    title = "Improving the Quality of Web-mined Parallel Corpora of Low-Resource Languages using Debiasing Heuristics",
    author = "Fernando, Aloka  and
      de Silva, Nisansa  and
      Velayuthan, Menan  and
      Rathnayake, Charitha  and
      Ranathunga, Surangika",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1435/",
    doi = "10.18653/v1/2025.emnlp-main.1435",
    pages = "28264--28281",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{khoja-etal-2025-weaver,
    title = "Weaver: Interweaving {SQL} and {LLM} for Table Reasoning",
    author = "Khoja, Rohit  and
      Gupta, Devanshu  and
      Fu, Yanjie  and
      Roth, Dan  and
      Gupta, Vivek",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1436/",
    doi = "10.18653/v1/2025.emnlp-main.1436",
    pages = "28282--28308",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shin-etal-2025-eco,
    title = "{ECO} Decoding: Entropy-Based Control for Controllability and Fluency in Controllable Dialogue Generation",
    author = "Shin, Seungmin  and
      Kim, Dooyoung  and
      Ko, Youngjoong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1437/",
    doi = "10.18653/v1/2025.emnlp-main.1437",
    pages = "28309--28321",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bhattacharya-etal-2025-investigating,
    title = "Investigating the interaction of linguistic and mathematical reasoning in language models using multilingual number puzzles",
    author = "Bhattacharya, Antara Raaghavi  and
      Papadimitriou, Isabel  and
      Davidson, Kathryn  and
      Alvarez-Melis, David",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1438/",
    doi = "10.18653/v1/2025.emnlp-main.1438",
    pages = "28322--28332",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cyberey-etal-2025-unsupervised,
    title = "Unsupervised Concept Vector Extraction for Bias Control in {LLM}s",
    author = "Cyberey, Hannah  and
      Ji, Yangfeng  and
      Evans, David",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1439/",
    doi = "10.18653/v1/2025.emnlp-main.1439",
    pages = "28333--28355",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-etal-2025-seeing,
    title = "Seeing the Same Story Differently: {F}raming{-}{D}ivergent Event Coreference for Computational Framing Analysis",
    author = "Zhao, Jin  and
      Hu, Xinrui  and
      Xue, Nianwen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1440/",
    doi = "10.18653/v1/2025.emnlp-main.1440",
    pages = "28356--28371",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bai-etal-2025-llms,
    title = "{LLM}s are Better Than You Think: Label-Guided In-Context Learning for Named Entity Recognition",
    author = "Bai, Fan  and
      Hassanzadeh, Hamid  and
      Saeedi, Ardavan  and
      Dredze, Mark",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1441/",
    doi = "10.18653/v1/2025.emnlp-main.1441",
    pages = "28372--28392",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cheon-kang-2025-countdown,
    title = "{COUNTDOWN}: Contextually Sparse Activation Filtering Out Unnecessary Weights in Down Projection",
    author = "Cheon, Jaewon  and
      Kang, Pilsung",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1442/",
    doi = "10.18653/v1/2025.emnlp-main.1442",
    pages = "28393--28409",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jain-etal-2025-simpledoc,
    title = "{S}imple{D}oc: {M}ulti{-}{M}odal Document Understanding with {D}ual{-}{C}ue Page Retrieval and Iterative Refinement",
    author = "Jain, Chelsi  and
      Wu, Yiran  and
      Zeng, Yifan  and
      Liu, Jiale  and
      Dai, Shengyu  and
      Shao, Zhenwen  and
      Wu, Qingyun  and
      Wang, Huazheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1443/",
    doi = "10.18653/v1/2025.emnlp-main.1443",
    pages = "28410--28427",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-vlp,
    title = "{VLP}: Vision-Language Preference Learning for Embodied Manipulation",
    author = "Liu, Runze  and
      Bai, Chenjia  and
      Lyu, Jiafei  and
      Sun, Shengjie  and
      Du, Yali  and
      Li, Xiu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1444/",
    doi = "10.18653/v1/2025.emnlp-main.1444",
    pages = "28428--28444",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kao-etal-2025-qg,
    title = "{QG}-{C}o{C}: Question-Guided Chain-of-Captions for Large Multimodal Models",
    author = "Kao, Kuei-Chun  and
      Tzu-Yin, Hsu  and
      Hong, Yunqi  and
      Wang, Ruochen  and
      Hsieh, Cho-Jui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1445/",
    doi = "10.18653/v1/2025.emnlp-main.1445",
    pages = "28445--28460",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{seth-etal-2025-egoillusion,
    title = "{EGOILLUSION}: Benchmarking Hallucinations in Egocentric Video Understanding",
    author = "Seth, Ashish  and
      Tyagi, Utkarsh  and
      Selvakumar, Ramaneswaran  and
      Anand, Nishit  and
      Kumar, Sonal  and
      Ghosh, Sreyan  and
      Duraiswami, Ramani  and
      Agarwal, Chirag  and
      Manocha, Dinesh",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1446/",
    doi = "10.18653/v1/2025.emnlp-main.1446",
    pages = "28461--28480",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{selvakumar-etal-2025-multivox,
    title = "{MULTIVOX}: A Benchmark for Evaluating Voice Assistants for Multimodal Interactions",
    author = "Selvakumar, Ramaneswaran  and
      Seth, Ashish  and
      Anand, Nishit  and
      Tyagi, Utkarsh  and
      Kumar, Sonal  and
      Ghosh, Sreyan  and
      Manocha, Dinesh",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1447/",
    doi = "10.18653/v1/2025.emnlp-main.1447",
    pages = "28481--28493",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{choe-etal-2025-autoregressive,
    title = "Do All Autoregressive Transformers Remember Facts the Same Way? A Cross-Architecture Analysis of Recall Mechanisms",
    author = "Choe, Minyeong  and
      Cho, Haehyun  and
      Seo, Changho  and
      Kim, Hyunil",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1448/",
    doi = "10.18653/v1/2025.emnlp-main.1448",
    pages = "28494--28513",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mitran-etal-2025-probing,
    title = "Probing Narrative Morals: A New Character-Focused {MFT} Framework for Use with Large Language Models",
    author = "Mitran, Luca  and
      Wu, Sophie  and
      Piper, Andrew",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1449/",
    doi = "10.18653/v1/2025.emnlp-main.1449",
    pages = "28514--28529",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-etal-2025-probing,
    title = "Probing and Boosting Large Language Models Capabilities via Attention Heads",
    author = "Zhao, Dezhi  and
      Liu, Xin  and
      Feng, Xiaocheng  and
      Wang, Hui  and
      Qin, Bing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1450/",
    doi = "10.18653/v1/2025.emnlp-main.1450",
    pages = "28530--28544",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wei-etal-2025-survey,
    title = "A Survey of Link Prediction in N-ary Knowledge Graphs",
    author = "Wei, Jiyao  and
      Guan, Saiping  and
      Li, Da  and
      Hou, Zhongni  and
      Su, Miao  and
      Guo, Yucan  and
      Jin, Xiaolong  and
      Guo, Jiafeng  and
      Cheng, Xueqi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1451/",
    doi = "10.18653/v1/2025.emnlp-main.1451",
    pages = "28545--28567",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-multi,
    title = "Multi-Frequency Contrastive Decoding: Alleviating Hallucinations for Large Vision-Language Models",
    author = "Liu, Bingqian  and
      Zhang, Fu  and
      Chen, Guoqing  and
      Cheng, Jingwei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1452/",
    doi = "10.18653/v1/2025.emnlp-main.1452",
    pages = "28568--28584",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{duan-etal-2025-orpp,
    title = "{ORPP}: Self-Optimizing Role-playing Prompts to Enhance Language Model Capabilities",
    author = "Duan, Yifan  and
      Tang, Yihong  and
      Chen, Kehai  and
      Nie, Liqiang  and
      Zhang, Min",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1453/",
    doi = "10.18653/v1/2025.emnlp-main.1453",
    pages = "28585--28600",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{huang-etal-2025-braillellm,
    title = "{B}raille{LLM}: {B}raille Instruction Tuning with Large Language Models for {B}raille Domain Tasks",
    author = "Huang, Tianyuan  and
      Zhu, Zepeng  and
      Xing, Hangdi  and
      Shao, Zirui  and
      Yu, Zhi  and
      Yang, Chaoxiong  and
      He, Jiaxian  and
      Liu, Xiaozhong  and
      Bu, Jiajun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1454/",
    doi = "10.18653/v1/2025.emnlp-main.1454",
    pages = "28601--28612",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kryklyvets-etal-2025-mavis,
    title = "{MA}vi{S}: A Multimodal Conversational Assistant For Avian Species",
    author = "Kryklyvets, Yevheniia  and
      Kurpath, Mohammed Irfan  and
      Mullappilly, Sahal Shaji  and
      Zhou, Jinxing  and
      Khan, Fahad Shahbaz  and
      Anwer, Rao Muhammad  and
      Khan, Salman  and
      Cholakkal, Hisham",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1455/",
    doi = "10.18653/v1/2025.emnlp-main.1455",
    pages = "28613--28639",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tajiri-inaba-2025-refining,
    title = "Refining Text Generation for Realistic Conversational Recommendation via Direct Preference Optimization",
    author = "Tajiri, Manato  and
      Inaba, Michimasa",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1456/",
    doi = "10.18653/v1/2025.emnlp-main.1456",
    pages = "28640--28661",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{srivastava-2025-large,
    title = "Large Language Models Threaten Language{'}s Epistemic and Communicative Foundations",
    author = "Srivastava, Shashank",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1457/",
    doi = "10.18653/v1/2025.emnlp-main.1457",
    pages = "28662--28676",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-detecting,
    title = "Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference",
    author = "Chen, Zhuo  and
      Wang, Xinyu  and
      Jiang, Yong  and
      Zhang, Zhen  and
      Geng, Xinyu  and
      Xie, Pengjun  and
      Huang, Fei  and
      Tu, Kewei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1458/",
    doi = "10.18653/v1/2025.emnlp-main.1458",
    pages = "28677--28692",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{na-etal-2025-multi,
    title = "Multi-view-guided Passage Reranking with Large Language Models",
    author = "Na, Jeongwoo  and
      Kwon, Jun  and
      Choi, Eunseong  and
      Lee, Jongwuk",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1459/",
    doi = "10.18653/v1/2025.emnlp-main.1459",
    pages = "28693--28706",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{alacam-etal-2025-disentangling,
    title = "Disentangling Subjectivity and Uncertainty for Hate Speech Annotation and Modeling using Gaze",
    author = {Alacam, {\"O}zge  and
      Hoeken, Sanne  and
      S{\"a}uberli, Andreas  and
      Gr{\"o}ner, Hannes  and
      Frassinelli, Diego  and
      Zarrie{\ss}, Sina  and
      Plank, Barbara},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1460/",
    doi = "10.18653/v1/2025.emnlp-main.1460",
    pages = "28707--28724",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{choi-etal-2025-voicebbq,
    title = "{V}oice{BBQ}: Investigating Effect of Content and Acoustics in Social Bias of Spoken Language Model",
    author = "Choi, Junhyuk  and
      Oh, Ro-hoon  and
      Seol, Jihwan  and
      Kim, Bugeun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1461/",
    doi = "10.18653/v1/2025.emnlp-main.1461",
    pages = "28725--28736",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{malladi-etal-2025-explaining,
    title = "Explaining Differences Between Model Pairs in Natural Language through Sample Learning",
    author = "Malladi, Advaith  and
      R Menon, Rakesh  and
      Jain, Yuvraj  and
      Srivastava, Shashank",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1462/",
    doi = "10.18653/v1/2025.emnlp-main.1462",
    pages = "28737--28759",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lee-etal-2025-compound,
    title = "Compound {AI} Systems Optimization: A Survey of Methods, Challenges, and Future Directions",
    author = "Lee, Yu-Ang  and
      Yi, Guan-Ting  and
      Liu, Mei-Yi  and
      Lu, Jui-Chao  and
      Yang, Guan-Bo  and
      Chen, Yun-Nung",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1463/",
    doi = "10.18653/v1/2025.emnlp-main.1463",
    pages = "28760--28775",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ding-etal-2025-multi,
    title = "A Multi-Level Benchmark for Causal Language Understanding in Social Media Discourse",
    author = "Ding, Xiaohan  and
      Ping, Kaike  and
      {\c{C}}ar{\i}k, Buse  and
      Rho, Eugenia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1464/",
    doi = "10.18653/v1/2025.emnlp-main.1464",
    pages = "28776--28790",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liang-etal-2025-causal,
    title = "Causal Representation Learning from Multimodal Clinical Records under Non-Random Modality Missingness",
    author = "Liang, Zihan  and
      Pan, Ziwen  and
      Xiong, Ruoxuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1465/",
    doi = "10.18653/v1/2025.emnlp-main.1465",
    pages = "28791--28808",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{roh-etal-2025-xlqa,
    title = "{XLQA}: A Benchmark for Locale-Aware Multilingual Open-Domain Question Answering",
    author = "Roh, Keonwoo  and
      Ju, Yeong-Joon  and
      Lee, Seong-Whan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1466/",
    doi = "10.18653/v1/2025.emnlp-main.1466",
    pages = "28809--28821",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{su-etal-2025-transformer,
    title = "Transformer-Based Temporal Information Extraction and Application: A Review",
    author = "Su, Xin  and
      Howard, Phillip  and
      Bethard, Steven",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1467/",
    doi = "10.18653/v1/2025.emnlp-main.1467",
    pages = "28822--28841",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{guo-etal-2025-protect,
    title = "How to Protect Yourself from 5{G} Radiation? Investigating {LLM} Responses to Implicit Misinformation",
    author = "Guo, Ruohao  and
      Xu, Wei  and
      Ritter, Alan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1468/",
    doi = "10.18653/v1/2025.emnlp-main.1468",
    pages = "28842--28861",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lee-etal-2025-amplehate,
    title = "{A}mple{H}ate: Amplifying the Attention for Versatile Implicit Hate Detection",
    author = "Lee, Yejin  and
      Hahn, Joonghyuk  and
      Ahn, Hyeseon  and
      Han, Yo-Sub",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1469/",
    doi = "10.18653/v1/2025.emnlp-main.1469",
    pages = "28862--28874",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{duan-etal-2025-large,
    title = "Can Large Language Models Act as Ensembler for Multi-{GNN}s?",
    author = "Duan, Hanqi  and
      Cheng, Yao  and
      Yu, Jianxiang  and
      Liu, Yao  and
      Li, Xiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1470/",
    doi = "10.18653/v1/2025.emnlp-main.1470",
    pages = "28875--28894",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{choi-etal-2025-agent,
    title = "Agent-to-Agent Theory of Mind: Testing Interlocutor Awareness among Large Language Models",
    author = "Choi, Younwoo  and
      Li, Changling  and
      Yang, Yongjin  and
      Jin, Zhijing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1471/",
    doi = "10.18653/v1/2025.emnlp-main.1471",
    pages = "28895--28928",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mahbub-etal-2025-charts,
    title = "From Charts to Fair Narratives: Uncovering and Mitigating Geo-Economic Biases in Chart-to-Text",
    author = "Mahbub, Ridwan  and
      Islam, Mohammed Saidul  and
      Nayeem, Mir Tafseer  and
      Laskar, Md Tahmid Rahman  and
      Rahman, Mizanur  and
      Joty, Shafiq  and
      Hoque, Enamul",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1472/",
    doi = "10.18653/v1/2025.emnlp-main.1472",
    pages = "28929--28947",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-real,
    title = "Real-time Ad Retrieval via {LLM}-generative Commercial Intention for Sponsored Search Advertising",
    author = "Liu, Tongtong  and
      Wang, Zhaohui  and
      Qin, Meiyue  and
      Lu, Zenghui  and
      Chen, Xudong  and
      Yang, Yuekui  and
      Shu, Peng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1473/",
    doi = "10.18653/v1/2025.emnlp-main.1473",
    pages = "28948--28960",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cho-hockenmaier-2025-toward,
    title = "Toward Efficient Sparse Autoencoder-Guided Steering for Improved In-Context Learning in Large Language Models",
    author = "Cho, Ikhyun  and
      Hockenmaier, Julia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1474/",
    doi = "10.18653/v1/2025.emnlp-main.1474",
    pages = "28961--28973",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-clmtracing,
    title = "{CLMT}racing: Black-box User-level Watermarking for Code Language Model Tracing",
    author = "Zhang, Boyu  and
      He, Ping  and
      Du, Tianyu  and
      Zhang, Xuhong  and
      Yun, Lei  and
      Chow, Kingsum  and
      Yin, Jianwei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1475/",
    doi = "10.18653/v1/2025.emnlp-main.1475",
    pages = "28974--28990",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sadallah-etal-2025-good,
    title = "The Good, the Bad and the Constructive: Automatically Measuring Peer Review{'}s Utility for Authors",
    author = {Sadallah, Abdelrahman  and
      Baumg{\"a}rtner, Tim  and
      Gurevych, Iryna  and
      Briscoe, Ted},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1476/",
    doi = "10.18653/v1/2025.emnlp-main.1476",
    pages = "28991--29021",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-evolving,
    title = "Evolving {C}hinese Spelling Correction with Corrector-Verifier Collaboration",
    author = "Liu, Linfeng  and
      Wu, Hongqiu  and
      Zhao, Hai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1477/",
    doi = "10.18653/v1/2025.emnlp-main.1477",
    pages = "29022--29028",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhou-etal-2025-m2edit,
    title = "{M}2{E}dit: Locate and Edit Multi-Granularity Knowledge in Multimodal Large Language Model",
    author = "Zhou, Yang  and
      Cao, Pengfei  and
      Chen, Yubo  and
      Liu, Qingbin  and
      Sui, Dianbo  and
      Chen, Xi  and
      Liu, Kang  and
      Zhao, Jun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1478/",
    doi = "10.18653/v1/2025.emnlp-main.1478",
    pages = "29029--29042",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shi-etal-2025-llms,
    title = "Do {LLM}s Behave as Claimed? Investigating How {LLM}s Follow Their Own Claims using Counterfactual Questions",
    author = "Shi, Haochen  and
      Li, Shaobo  and
      Chao, Guoqing  and
      Shi, Xiaoliang  and
      Chen, Wentao  and
      Ji, Zhenzhou",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1479/",
    doi = "10.18653/v1/2025.emnlp-main.1479",
    pages = "29043--29056",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ramponi-etal-2025-multilingual,
    title = "Multilingual vs Crosslingual Retrieval of Fact-Checked Claims: A Tale of Two Approaches",
    author = "Ramponi, Alan  and
      Rovera, Marco  and
      Moro, Robert  and
      Tonelli, Sara",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1480/",
    doi = "10.18653/v1/2025.emnlp-main.1480",
    pages = "29057--29076",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ul-islam-etal-2025-much,
    title = "How Much Do {LLM}s Hallucinate across Languages? On Realistic Multilingual Estimation of {LLM} Hallucination",
    author = "Ul Islam, Saad Obaid  and
      Lauscher, Anne  and
      Glava{\v{s}}, Goran",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1481/",
    doi = "10.18653/v1/2025.emnlp-main.1481",
    pages = "29077--29098",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-litransproqa,
    title = "{L}i{T}rans{P}ro{QA}: An {LLM}-based Literary Translation Evaluation Metric with Professional Question Answering",
    author = "Zhang, Ran  and
      Zhao, Wei  and
      Macken, Lieve  and
      Eger, Steffen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1482/",
    doi = "10.18653/v1/2025.emnlp-main.1482",
    pages = "29099--29121",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{carbo-nalisnick-2025-improving,
    title = "Improving Handshape Representations for Sign Language Processing: A Graph Neural Network Approach",
    author = "Carbo, Alessa  and
      Nalisnick, Eric",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1483/",
    doi = "10.18653/v1/2025.emnlp-main.1483",
    pages = "29122--29135",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sainz-etal-2025-instructing,
    title = "Instructing Large Language Models for Low-Resource Languages: A Systematic Study for {B}asque",
    author = "Sainz, Oscar  and
      Perez, Naiara  and
      Etxaniz, Julen  and
      Fernandez de Landa, Joseba  and
      Aldabe, Itziar  and
      Garc{\'i}a-Ferrero, Iker  and
      Zabala, Aimar  and
      Azurmendi, Ekhi  and
      Rigau, German  and
      Agirre, Eneko  and
      Artetxe, Mikel  and
      Soroa, Aitor",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1484/",
    doi = "10.18653/v1/2025.emnlp-main.1484",
    pages = "29136--29160",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{dutt-etal-2025-social,
    title = "{SOCIAL} {SCAFFOLDS}: A Generalization Framework for Social Understanding Tasks",
    author = "Dutt, Ritam  and
      Rose, Carolyn  and
      Sap, Maarten",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1485/",
    doi = "10.18653/v1/2025.emnlp-main.1485",
    pages = "29161--29197",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{dong-etal-2025-beyond,
    title = "Beyond A Single {AI} Cluster: A Survey of Decentralized {LLM} Training",
    author = "Dong, Haotian  and
      Jiang, Jingyan  and
      Lu, Rongwei  and
      Luo, Jiajun  and
      Song, Jiajun  and
      Li, Bowen  and
      Shen, Ying  and
      Wang, Zhi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1486/",
    doi = "10.18653/v1/2025.emnlp-main.1486",
    pages = "29198--29212",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bhandari-etal-2025-llm,
    title = "Can {LLM} Agents Maintain a Persona in Discourse?",
    author = "Bhandari, Pranav  and
      Fay, Nicolas  and
      Wise, Michael J  and
      Datta, Amitava  and
      Meek, Stephanie  and
      Naseem, Usman  and
      Nasim, Mehwish",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1487/",
    doi = "10.18653/v1/2025.emnlp-main.1487",
    pages = "29213--29229",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shao-etal-2025-iterative,
    title = "Iterative Multilingual Spectral Attribute Erasure",
    author = "Shao, Shun  and
      Ziser, Yftah  and
      Zhao, Zheng  and
      Qiu, Yifu  and
      Cohen, Shay B  and
      Korhonen, Anna",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1488/",
    doi = "10.18653/v1/2025.emnlp-main.1488",
    pages = "29230--29255",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{harrasse-etal-2025-tinysql,
    title = "{T}iny{SQL}: A Progressive Text-to-{SQL} Dataset for Mechanistic Interpretability Research",
    author = "Harrasse, Abir  and
      Quirke, Philip  and
      Neo, Clement  and
      Nathawani, Dhruv  and
      Marks, Luke  and
      Abdullah, Amir",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1489/",
    doi = "10.18653/v1/2025.emnlp-main.1489",
    pages = "29256--29284",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{fawzi-etal-2025-scribe,
    title = "{SCRIBE}: Structured Chain Reasoning for Interactive Behaviour Explanations using Tool Calling",
    author = {Fawzi, Fares  and
      Swamy, Vinitra  and
      Glandorf, Dominik  and
      Nazaretsky, Tanya  and
      K{\"a}ser, Tanja},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1490/",
    doi = "10.18653/v1/2025.emnlp-main.1490",
    pages = "29285--29310",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{deng-etal-2025-logit,
    title = "Logit Space Constrained Fine-Tuning for Mitigating Hallucinations in {LLM}-Based Recommender Systems",
    author = "Deng, Jianfeng  and
      Chen, Qingfeng  and
      Cheng, Debo  and
      Li, Jiuyong  and
      Liu, Lin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1491/",
    doi = "10.18653/v1/2025.emnlp-main.1491",
    pages = "29311--29324",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{fu-etal-2025-pachat,
    title = "{PACHAT}: Persona-Aware Speech Assistant for Multi-party Dialogue",
    author = "Fu, Dongjie  and
      Cheng, Xize  and
      Li, Linjun  and
      Yang, Xiaoda  and
      Yang, Lujia  and
      Jin, Tao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1492/",
    doi = "10.18653/v1/2025.emnlp-main.1492",
    pages = "29325--29342",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhu-etal-2025-reasoning,
    title = "Reasoning-to-Defend: Safety-Aware Reasoning Can Defend Large Language Models from Jailbreaking",
    author = "Zhu, Junda  and
      Yan, Lingyong  and
      Wang, Shuaiqiang  and
      Yin, Dawei  and
      Sha, Lei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1493/",
    doi = "10.18653/v1/2025.emnlp-main.1493",
    pages = "29343--29361",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yuan-etal-2025-graph,
    title = "Graph-Guided Textual Explanation Generation Framework",
    author = {Yuan, Shuzhou  and
      Sun, Jingyi  and
      Zhang, Ran  and
      F{\"a}rber, Michael  and
      Eger, Steffen  and
      Atanasova, Pepa  and
      Augenstein, Isabelle},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1494/",
    doi = "10.18653/v1/2025.emnlp-main.1494",
    pages = "29362--29386",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bertolazzi-etal-2025-validation,
    title = "The Validation Gap: A Mechanistic Analysis of How Language Models Compute Arithmetic but Fail to Validate It",
    author = "Bertolazzi, Leonardo  and
      Mondorf, Philipp  and
      Plank, Barbara  and
      Bernardi, Raffaella",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1495/",
    doi = "10.18653/v1/2025.emnlp-main.1495",
    pages = "29387--29424",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zaman-srivastava-2025-causal,
    title = "A Causal Lens for Evaluating Faithfulness Metrics",
    author = "Zaman, Kerem  and
      Srivastava, Shashank",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1496/",
    doi = "10.18653/v1/2025.emnlp-main.1496",
    pages = "29425--29449",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yu-etal-2025-sequential,
    title = "Sequential-{NIAH}: A Needle-In-A-Haystack Benchmark for Extracting Sequential Needles from Long Contexts",
    author = "Yu, Yifei  and
      Zhang, Qian-Wen  and
      Qiao, Lingfeng  and
      Yin, Di  and
      Li, Fang  and
      Wang, Jie  and
      Xi, Chen Zeng  and
      Zheng, Suncong  and
      Liang, Xiaolong  and
      Sun, Xing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1497/",
    doi = "10.18653/v1/2025.emnlp-main.1497",
    pages = "29450--29468",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-etal-2025-fistapruner,
    title = "{FISTAP}runer: Layer-wise Post-training Pruning for Large Language Models",
    author = "Zhao, Pengxiang  and
      Hu, Hanyu  and
      Li, Ping  and
      Zheng, Yi  and
      Wang, Zhefeng  and
      Yuan, Xiaoming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1498/",
    doi = "10.18653/v1/2025.emnlp-main.1498",
    pages = "29469--29487",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chundru-etal-2025-llms,
    title = "Do {LLM}s Encode Frame Semantics? Evidence from Frame Identification",
    author = "Chundru, Jayanth Krishna  and
      Poddar, Rudrashis  and
      Cao, Jie  and
      Jiang, Tianyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1499/",
    doi = "10.18653/v1/2025.emnlp-main.1499",
    pages = "29488--29500",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lee-etal-2025-steper,
    title = "{S}tep{ER}: Step-wise Knowledge Distillation for Enhancing Reasoning Ability in Multi-Step Retrieval-Augmented Language Models",
    author = "Lee, Kyumin  and
      Jeon, Minjin  and
      Jang, Sanghwan  and
      Yu, Hwanjo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1500/",
    doi = "10.18653/v1/2025.emnlp-main.1500",
    pages = "29501--29523",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-dpo,
    title = "How Does {DPO} Reduce Toxicity? A Mechanistic Neuron-Level Analysis",
    author = "Yang, Yushi  and
      Sondej, Filip  and
      Mayne, Harry  and
      Lee, Andrew  and
      Mahdi, Adam",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1501/",
    doi = "10.18653/v1/2025.emnlp-main.1501",
    pages = "29524--29543",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-context-learning,
    title = "It{'}s All About In-Context Learning! Teaching Extremely Low-Resource Languages to {LLM}s",
    author = "Li, Yue  and
      Zhao, Zhixue  and
      Scarton, Carolina",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1502/",
    doi = "10.18653/v1/2025.emnlp-main.1502",
    pages = "29544--29559",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cobbina-zhou-2025-show,
    title = "Where to show Demos in Your Prompt: A Positional Bias of In-Context Learning",
    author = "Cobbina, Kwesi Adu  and
      Zhou, Tianyi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1503/",
    doi = "10.18653/v1/2025.emnlp-main.1503",
    pages = "29560--29593",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kesen-etal-2025-multilingual,
    title = "Multilingual Pretraining for Pixel Language Models",
    author = "Kesen, Ilker  and
      Lotz, Jonas F.  and
      Ziegler, Ingo  and
      Rust, Phillip  and
      Elliott, Desmond",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1504/",
    doi = "10.18653/v1/2025.emnlp-main.1504",
    pages = "29594--29611",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-metafaith,
    title = "{M}eta{F}aith: Faithful Natural Language Uncertainty Expression in {LLM}s",
    author = "Liu, Gabrielle Kaili-May  and
      Yona, Gal  and
      Caciularu, Avi  and
      Szpektor, Idan  and
      Rudner, Tim G. J.  and
      Cohan, Arman",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1505/",
    doi = "10.18653/v1/2025.emnlp-main.1505",
    pages = "29612--29656",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{drayson-etal-2025-machine,
    title = "Machine-generated text detection prevents language model collapse",
    author = "Drayson, George  and
      Yilmaz, Emine  and
      Lampos, Vasileios",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1506/",
    doi = "10.18653/v1/2025.emnlp-main.1506",
    pages = "29657--29673",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ghorbanpour-etal-2025-data,
    title = "Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data",
    author = "Ghorbanpour, Faeze  and
      Dementieva, Daryna  and
      Fraser, Alexander",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1507/",
    doi = "10.18653/v1/2025.emnlp-main.1507",
    pages = "29674--29692",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lin-etal-2025-v-vae,
    title = "{V}-{VAE}: A Variational Auto Encoding Framework Towards Fine-Grained Control over Human-Like Chat",
    author = "Lin, Qi  and
      Xu, Weikai  and
      Chen, Lisi  and
      Dai, Bin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1508/",
    doi = "10.18653/v1/2025.emnlp-main.1508",
    pages = "29693--29706",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{janeiro-etal-2025-mixture,
    title = "Mixture of Languages: Improved Multilingual Encoders Through Language Grouping",
    author = "Janeiro, Jo{\~a}o Maria  and
      Alastruey, Belen  and
      Massa, Francisco  and
      Elbayad, Maha  and
      Piwowarski, Benjamin  and
      Gallinari, Patrick  and
      Barrault, Loic",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1509/",
    doi = "10.18653/v1/2025.emnlp-main.1509",
    pages = "29707--29722",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kashyap-etal-2025-helpful,
    title = "Too Helpful, Too Harmless, Too Honest or Just Right?",
    author = "Kashyap, Gautam Siddharth  and
      Dras, Mark  and
      Naseem, Usman",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1510/",
    doi = "10.18653/v1/2025.emnlp-main.1510",
    pages = "29723--29734",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-cardiverse,
    title = "Cardiverse: Harnessing {LLM}s for Novel Card Game Prototyping",
    author = "Li, Danrui  and
      Zhang, Sen  and
      Sohn, Samuel S.  and
      Hu, Kaidong  and
      Usman, Muhammad  and
      Kapadia, Mubbasir",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1511/",
    doi = "10.18653/v1/2025.emnlp-main.1511",
    pages = "29735--29762",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tripodi-etal-2025-assessing,
    title = "Assessing effective de-escalation of crisis conversations using transformer-based models and trend statistics",
    author = "Tripodi, Ignacio J.  and
      Buda, Greg  and
      Meagher, Margaret  and
      Olson, Elizabeth A.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1512/",
    doi = "10.18653/v1/2025.emnlp-main.1512",
    pages = "29763--29777",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{park-kim-2025-measuring,
    title = "Measuring and Mitigating Media Outlet Name Bias in Large Language Models",
    author = "Park, Seong-Jin  and
      Kim, Kang-Min",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1513/",
    doi = "10.18653/v1/2025.emnlp-main.1513",
    pages = "29778--29797",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{schoch-ji-2025-good,
    title = "The Good, the Bad, and the Debatable: A Survey on the Impacts of Data for In-Context Learning",
    author = "Schoch, Stephanie  and
      Ji, Yangfeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1514/",
    doi = "10.18653/v1/2025.emnlp-main.1514",
    pages = "29798--29812",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ardoin-etal-2025-confabulation,
    title = "Where Confabulation Lives: Latent Feature Discovery in {LLM}s",
    author = "Ardoin, Thibaud  and
      Cai, Yi  and
      Wunder, Gerhard",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1515/",
    doi = "10.18653/v1/2025.emnlp-main.1515",
    pages = "29813--29837",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lewis-lim-etal-2025-analysing,
    title = "Analysing Chain of Thought Dynamics: Active Guidance or Unfaithful Post-hoc Rationalisation?",
    author = "Lewis-Lim, Samuel  and
      Tan, Xingwei  and
      Zhao, Zhixue  and
      Aletras, Nikolaos",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1516/",
    doi = "10.18653/v1/2025.emnlp-main.1516",
    pages = "29838--29853",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{horst-etal-2025-playpen,
    title = "Playpen: An Environment for Exploring Learning From Dialogue Game Feedback",
    author = "Horst, Nicola  and
      Mazzaccara, Davide  and
      Schmidt, Antonia  and
      Sullivan, Michael  and
      Moment{\`e}, Filippo  and
      Franceschetti, Luca  and
      Sadler, Philipp  and
      Hakimov, Sherzod  and
      Testoni, Alberto  and
      Bernardi, Raffaella  and
      Fern{\'a}ndez, Raquel  and
      Koller, Alexander  and
      Lemon, Oliver  and
      Schlangen, David  and
      Giulianelli, Mario  and
      Suglia, Alessandro",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1517/",
    doi = "10.18653/v1/2025.emnlp-main.1517",
    pages = "29854--29891",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hao-etal-2025-genlink,
    title = "{G}en{L}ink: Generation-Driven Schema-Linking via Multi-Model Learning for Text-to-{SQL}",
    author = "Hao, Zhifeng  and
      Huang, Junqi  and
      Shi, Shaobin  and
      Cai, Ruichu  and
      Xu, Boyan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1518/",
    doi = "10.18653/v1/2025.emnlp-main.1518",
    pages = "29892--29905",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{strong-vlachos-2025-tsver,
    title = "{TSV}er: A Benchmark for Fact Verification Against Time-Series Evidence",
    author = "Strong, Marek  and
      Vlachos, Andreas",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1519/",
    doi = "10.18653/v1/2025.emnlp-main.1519",
    pages = "29906--29926",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{huang-etal-2025-cross-moe,
    title = "Cross-{M}o{E}: An Efficient Temporal Prediction Framework Integrating Textual Modality",
    author = "Huang, Ruizheng  and
      Zhang, Zhicheng  and
      Wang, Yong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1520/",
    doi = "10.18653/v1/2025.emnlp-main.1520",
    pages = "29927--29938",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gallifant-etal-2025-sparse,
    title = "Sparse Autoencoder Features for Classifications and Transferability",
    author = "Gallifant, Jack  and
      Chen, Shan  and
      Sasse, Kuleen  and
      Aerts, Hugo  and
      Hartvigsen, Thomas  and
      Bitterman, Danielle",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1521/",
    doi = "10.18653/v1/2025.emnlp-main.1521",
    pages = "29939--29963",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-kge,
    title = "{KGE} Calibrator: An Efficient Probability Calibration Method of Knowledge Graph Embedding Models for Trustworthy Link Prediction",
    author = "Yang, Yang  and
      Timilsina, Mohan  and
      Curry, Edward",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1522/",
    doi = "10.18653/v1/2025.emnlp-main.1522",
    pages = "29964--29987",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shibata-miyamura-2025-lces,
    title = "{LCES}: Zero-shot Automated Essay Scoring via Pairwise Comparisons Using Large Language Models",
    author = "Shibata, Takumi  and
      Miyamura, Yuichi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1523/",
    doi = "10.18653/v1/2025.emnlp-main.1523",
    pages = "29988--30001",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shaban-habash-2025-arabic,
    title = "The {A}rabic Generality Score: Another Dimension of Modeling {A}rabic Dialectness",
    author = "Sha{'}ban, Sanad  and
      Habash, Nizar",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1524/",
    doi = "10.18653/v1/2025.emnlp-main.1524",
    pages = "30002--30013",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{saeed-habash-2025-lemmatization,
    title = "Lemmatization as a Classification Task: Results from {A}rabic across Multiple Genres",
    author = "Saeed, Mostafa  and
      Habash, Nizar",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1525/",
    doi = "10.18653/v1/2025.emnlp-main.1525",
    pages = "30014--30029",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mostafazadeh-davani-etal-2025-comprehensive,
    title = "A Comprehensive Framework to Operationalize Social Stereotypes for Responsible {AI} Evaluations",
    author = "Mostafazadeh Davani, Aida  and
      Dev, Sunipa  and
      P{\'e}rez-Urbina, H{\'e}ctor  and
      Prabhakaran, Vinodkumar",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1526/",
    doi = "10.18653/v1/2025.emnlp-main.1526",
    pages = "30030--30043",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shore-etal-2025-correct,
    title = "Correct-Detect: Balancing Performance and Ambiguity Through the Lens of Coreference Resolution in {LLM}s",
    author = "Shore, Amber  and
      Scheinberg, Russell  and
      Agrawal, Ameeta  and
      Lee, So Young",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1527/",
    doi = "10.18653/v1/2025.emnlp-main.1527",
    pages = "30044--30058",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{rad-etal-2025-graid,
    title = "{GRAID}: Synthetic Data Generation with Geometric Constraints and Multi-Agentic Reflection for Harmful Content Detection",
    author = "Rad, Melissa Kazemi  and
      Purpura, Alberto  and
      Kumar, Himanshu  and
      Chen, Emily  and
      Sorower, Mohammad Shahed",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1528/",
    doi = "10.18653/v1/2025.emnlp-main.1528",
    pages = "30059--30077",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yano-etal-2025-lamdagent,
    title = "{L}a{MDA}gent: An Autonomous Framework for Post-Training Pipeline Optimization via {LLM} Agents",
    author = "Yano, Taro  and
      Ishibashi, Yoichi  and
      Oyamada, Masafumi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1529/",
    doi = "10.18653/v1/2025.emnlp-main.1529",
    pages = "30078--30095",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kolluri-etal-2025-finetuning,
    title = "Finetuning {LLM}s for Human Behavior Prediction in Social Science Experiments",
    author = "Kolluri, Akaash  and
      Wu, Shengguang  and
      Park, Joon Sung  and
      Bernstein, Michael S.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1530/",
    doi = "10.18653/v1/2025.emnlp-main.1530",
    pages = "30096--30111",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hughes-etal-2025-private,
    title = "How Private are Language Models in Abstractive Summarization?",
    author = "Hughes, Anthony  and
      Aletras, Nikolaos  and
      Ma, Ning",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1531/",
    doi = "10.18653/v1/2025.emnlp-main.1531",
    pages = "30112--30130",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-song-2025-expectation,
    title = "Expectation Preference Optimization: Reliable Preference Estimation for Improving the Reasoning Capability of Large Language Models",
    author = "Li, Zelin  and
      Song, Dawei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1532/",
    doi = "10.18653/v1/2025.emnlp-main.1532",
    pages = "30131--30146",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gorantla-etal-2025-split,
    title = "Split-Merge: Scalable and Memory-Efficient Merging of Expert {LLM}s",
    author = "Gorantla, Sruthi  and
      Rawal, Aditya  and
      Hazarika, Devamanyu  and
      Lin, Kaixiang  and
      Hong, Mingyi  and
      Namazifar, Mahdi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1533/",
    doi = "10.18653/v1/2025.emnlp-main.1533",
    pages = "30147--30166",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ramaswamy-etal-2025-model,
    title = "Model Consistency as a Cheap yet Predictive Proxy for {LLM} Elo Scores",
    author = "Ramaswamy, Ashwin  and
      Demeure, Nestor  and
      Rrapaj, Ermal",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1534/",
    doi = "10.18653/v1/2025.emnlp-main.1534",
    pages = "30167--30175",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{peng-etal-2025-plutus,
    title = "Plutus: Benchmarking Large Language Models in Low-Resource {G}reek Finance",
    author = "Peng, Xueqing  and
      Papadopoulos, Triantafillos  and
      Soufleri, Efstathia  and
      Giannouris, Polydoros  and
      Xiang, Ruoyu  and
      Wang, Yan  and
      Qian, Lingfei  and
      Huang, Jimin  and
      Xie, Qianqian  and
      Ananiadou, Sophia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1535/",
    doi = "10.18653/v1/2025.emnlp-main.1535",
    pages = "30176--30202",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lahiri-etal-2025-taxoalign,
    title = "{T}axo{A}lign: Scholarly Taxonomy Generation Using Language Models",
    author = "Lahiri, Avishek  and
      Hou, Yufang  and
      Sanyal, Debarshi Kumar",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1536/",
    doi = "10.18653/v1/2025.emnlp-main.1536",
    pages = "30203--30223",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sosnowski-etal-2025-dinam,
    title = "{D}i{N}a{M}: Disinformation Narrative Mining with Large Language Models",
    author = "Sosnowski, Witold  and
      Modzelewski, Arkadiusz  and
      Skorupska, Kinga  and
      Wierzbicki, Adam",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1537/",
    doi = "10.18653/v1/2025.emnlp-main.1537",
    pages = "30224--30251",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jin-etal-2025-verilocc,
    title = "{V}eri{L}occ: End-to-End Cross-Architecture Register Allocation via {LLM}",
    author = "Jin, Lesheng  and
      Ruan, Zhenyuan  and
      Mai, Haohui  and
      Shang, Jingbo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1538/",
    doi = "10.18653/v1/2025.emnlp-main.1538",
    pages = "30252--30262",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kmainasi-etal-2025-memeintel,
    title = "{M}eme{I}ntel: Explainable Detection of Propagandistic and Hateful Memes",
    author = "Kmainasi, Mohamed Bayan  and
      Hasnat, Abul  and
      Hasan, Md Arid  and
      Shahroor, Ali Ezzat  and
      Alam, Firoj",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1539/",
    doi = "10.18653/v1/2025.emnlp-main.1539",
    pages = "30263--30279",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{park-etal-2025-fluid,
    title = "{FLUID} {QA}: A Multilingual Benchmark for Figurative Language Usage in Dialogue across {E}nglish, {C}hinese, and {K}orean",
    author = "Park, Seoyoon  and
      Choi, Hyeji  and
      Kim, Minseon  and
      An, Subin  and
      Wang, Xiaonan  and
      Choi, Gyuri  and
      Kim, Hansaem",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1540/",
    doi = "10.18653/v1/2025.emnlp-main.1540",
    pages = "30280--30294",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chakraborty-etal-2025-structured,
    title = "Structured Moral Reasoning in Language Models: A Value-Grounded Evaluation Framework",
    author = "Chakraborty, Mohna  and
      Wang, Lu  and
      Jurgens, David",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1541/",
    doi = "10.18653/v1/2025.emnlp-main.1541",
    pages = "30295--30323",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{peng-etal-2025-verif,
    title = "{V}er{IF}: Verification Engineering for Reinforcement Learning in Instruction Following",
    author = "Peng, Hao  and
      Qi, Yunjia  and
      Wang, Xiaozhi  and
      Xu, Bin  and
      Hou, Lei  and
      Li, Juanzi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1542/",
    doi = "10.18653/v1/2025.emnlp-main.1542",
    pages = "30324--30339",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yang-etal-2025-uncle,
    title = "{UNCLE}: Benchmarking Uncertainty Expressions in Long-Form Generation",
    author = "Yang, Ruihan  and
      Zhang, Caiqi  and
      Zhang, Zhisong  and
      Huang, Xinting  and
      Yu, Dong  and
      Collier, Nigel  and
      Yang, Deqing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1543/",
    doi = "10.18653/v1/2025.emnlp-main.1543",
    pages = "30340--30356",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{pronesti-etal-2025-enhancing,
    title = "Enhancing Study-Level Inference from Clinical Trial Papers via Reinforcement Learning-Based Numeric Reasoning",
    author = "Pronesti, Massimiliano  and
      Lorandi, Michela  and
      Flanagan, Paul  and
      Redmond, Ois{\'i}n  and
      Belz, Anya  and
      Hou, Yufang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1544/",
    doi = "10.18653/v1/2025.emnlp-main.1544",
    pages = "30357--30373",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{veisi-etal-2025-context,
    title = "Context-aware Biases for Length Extrapolation",
    author = "Veisi, Ali  and
      Amirzadeh, Hamidreza  and
      Mansourian, Amir M.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1545/",
    doi = "10.18653/v1/2025.emnlp-main.1545",
    pages = "30374--30395",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-autosdt,
    title = "{A}uto{SDT}: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists",
    author = "Li, Yifei  and
      Moussa, Hanane Nour  and
      Chen, Ziru  and
      Chen, Shijie  and
      Yu, Botao  and
      Xue, Mingyi  and
      Burns, Benjamin  and
      Chiu, Tzu-Yao  and
      Dey, Vishal  and
      Lu, Zitong  and
      Wei, Chen  and
      Zhang, Qianheng  and
      Zhang, Tianyu  and
      Gao, Song  and
      Huang, Xuhui  and
      Ning, Xia  and
      Ahmed, Nesreen K.  and
      Payani, Ali  and
      Sun, Huan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1546/",
    doi = "10.18653/v1/2025.emnlp-main.1546",
    pages = "30396--30418",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sweed-etal-2025-finding,
    title = "Finding your {MUSE}: Mining Unexpected Solutions Engine",
    author = "Sweed, Nir  and
      Hakim, Hanit  and
      Wolfson, Ben  and
      Lifshitz, Hila  and
      Shahaf, Dafna",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1547/",
    doi = "10.18653/v1/2025.emnlp-main.1547",
    pages = "30419--30434",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{fu-etal-2025-quantized,
    title = "Quantized but Deceptive? A Multi-Dimensional Truthfulness Evaluation of Quantized {LLM}s",
    author = "Fu, Yao  and
      Long, Xianxuan  and
      Li, Runchao  and
      Yu, Haotian  and
      Sheng, Mu  and
      Han, Xiaotian  and
      Yin, Yu  and
      Li, Pan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1548/",
    doi = "10.18653/v1/2025.emnlp-main.1548",
    pages = "30435--30458",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{park-etal-2025-leveraging-knowledge,
    title = "Leveraging Knowledge Graph-Enhanced {LLM}s for Context-Aware Medical Consultation",
    author = "Park, Su-Hyeong  and
      Kim, Ho-Beom  and
      Park, Seong-Jin  and
      Aliyeva, Dinara  and
      Kim, Kang-Min",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1549/",
    doi = "10.18653/v1/2025.emnlp-main.1549",
    pages = "30459--30475",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{haji-etal-2025-reflective,
    title = "Reflective Agreement: Combining Self-Mixture of Agents with a Sequence Tagger for Robust Event Extraction",
    author = "Haji, Fatemeh  and
      Bethany, Mazal  and
      Chiang, Cho-Yu Jason  and
      Rios, Anthony  and
      Najafirad, Peyman",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1550/",
    doi = "10.18653/v1/2025.emnlp-main.1550",
    pages = "30476--30492",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kruse-etal-2025-simple,
    title = "Simple Yet Effective: An Information-Theoretic Approach to Multi-{LLM} Uncertainty Quantification",
    author = "Kruse, Maya  and
      Afshar, Majid  and
      Khatwani, Saksham  and
      Mayampurath, Anoop  and
      Chen, Guanhua  and
      Gao, Yanjun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1551/",
    doi = "10.18653/v1/2025.emnlp-main.1551",
    pages = "30493--30504",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{garcia-etal-2025-exploring,
    title = "Exploring morphology-aware tokenization: A case study on {S}panish language modeling",
    author = "Garc{\'i}a, Alba T{\'a}boas  and
      Przyby{\l}a, Piotr  and
      Wanner, Leo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1552/",
    doi = "10.18653/v1/2025.emnlp-main.1552",
    pages = "30505--30518",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ikumariegbe-etal-2025-studying,
    title = "Studying Rhetorically Ambiguous Questions",
    author = "Ikumariegbe, Oghenevovwe  and
      Blanco, Eduardo  and
      Riloff, Ellen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1553/",
    doi = "10.18653/v1/2025.emnlp-main.1553",
    pages = "30519--30529",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-estimating,
    title = "Estimating {LLM} Consistency: A User Baseline vs Surrogate Metrics",
    author = "Wu, Xiaoyuan  and
      Lin, Weiran  and
      Akgul, Omer  and
      Bauer, Lujo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1554/",
    doi = "10.18653/v1/2025.emnlp-main.1554",
    pages = "30530--30544",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lee-etal-2025-vision,
    title = "Are Vision-Language Models Safe in the Wild? A Meme-Based Benchmark Study",
    author = "Lee, DongGeon  and
      Jang, Joonwon  and
      Jeong, Jihae  and
      Yu, Hwanjo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1555/",
    doi = "10.18653/v1/2025.emnlp-main.1555",
    pages = "30545--30588",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{dhanraj-eliasmith-2025-improving,
    title = "Improving Rule-based Reasoning in {LLM}s using Neurosymbolic Representations",
    author = "Dhanraj, Varun  and
      Eliasmith, Chris",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1556/",
    doi = "10.18653/v1/2025.emnlp-main.1556",
    pages = "30589--30608",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{devasier-etal-2025-llms,
    title = "Can {LLM}s Extract Frame-Semantic Arguments?",
    author = "Devasier, Jacob  and
      Mediratta, Rishabh  and
      Li, Chengkai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1557/",
    doi = "10.18653/v1/2025.emnlp-main.1557",
    pages = "30609--30622",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{song-etal-2025-accelerated,
    title = "Accelerated Test-Time Scaling with Model-Free Speculative Sampling",
    author = "Song, Woomin  and
      Dingliwal, Saket  and
      Jayanthi, Sai Muralidhar  and
      Ganesh, Bhavana  and
      Shin, Jinwoo  and
      Galstyan, Aram  and
      Bodapati, Sravan Babu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1558/",
    doi = "10.18653/v1/2025.emnlp-main.1558",
    pages = "30623--30636",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{galliamov-etal-2025-enhancing,
    title = "Enhancing {RLHF} with Human Gaze Modeling",
    author = "Galliamov, Karim  and
      Titov, Ivan  and
      Pershin, Ilya",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1559/",
    doi = "10.18653/v1/2025.emnlp-main.1559",
    pages = "30637--30643",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{van-noort-etal-2025-mapping,
    title = "Mapping semantic networks to {D}utch word embeddings as a diagnostic tool for cognitive decline",
    author = "van Noort, Maithe  and
      Korenar, Michal  and
      Bloem, Jelke",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1560/",
    doi = "10.18653/v1/2025.emnlp-main.1560",
    pages = "30644--30659",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{komanduri-etal-2025-causalvlbench,
    title = "{C}ausal{VLB}ench: Benchmarking Visual Causal Reasoning in Large Vision-Language Models",
    author = "Komanduri, Aneesh  and
      Bhaila, Karuna  and
      Wu, Xintao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1561/",
    doi = "10.18653/v1/2025.emnlp-main.1561",
    pages = "30660--30680",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-implicit,
    title = "Implicit Behavioral Alignment of Language Agents in High-Stakes Crowd Simulations",
    author = "Wang, Yunzhe  and
      Lucas, Gale  and
      Becerik-Gerber, Burcin  and
      Ustun, Volkan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1562/",
    doi = "10.18653/v1/2025.emnlp-main.1562",
    pages = "30681--30698",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{samway-etal-2025-language,
    title = "Are Language Models Consequentialist or Deontological Moral Reasoners?",
    author = {Samway, Keenan  and
      Kleiman-Weiner, Max  and
      Piedrahita, David Guzman  and
      Mihalcea, Rada  and
      Sch{\"o}lkopf, Bernhard  and
      Jin, Zhijing},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1563/",
    doi = "10.18653/v1/2025.emnlp-main.1563",
    pages = "30699--30726",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yoo-etal-2025-patentscore,
    title = "{P}atent{S}core: Multi-dimensional Evaluation of {LLM}-Generated Patent Claims",
    author = "Yoo, Yongmin  and
      Xu, Qiongkai  and
      Cao, Longbing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1564/",
    doi = "10.18653/v1/2025.emnlp-main.1564",
    pages = "30727--30746",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mamidanna-etal-2025-one,
    title = "All for One: {LLM}s Solve Mental Math at the Last Token With Information Transferred From Other Tokens",
    author = "Mamidanna, Siddarth  and
      Rai, Daking  and
      Yao, Ziyu  and
      Zhou, Yilun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1565/",
    doi = "10.18653/v1/2025.emnlp-main.1565",
    pages = "30747--30760",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{timmer-etal-2025-position,
    title = "A Position Paper on the Automatic Generation of Machine Learning Leaderboards",
    author = "Timmer, Roelien C.  and
      Hou, Yufang  and
      Wan, Stephen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1566/",
    doi = "10.18653/v1/2025.emnlp-main.1566",
    pages = "30761--30784",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{dabiriaghdam-wang-2025-simmark,
    title = "{S}im{M}ark: A Robust Sentence-Level Similarity-Based Watermarking Algorithm for Large Language Models",
    author = "Dabiriaghdam, Amirhossein  and
      Wang, Lele",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1567/",
    doi = "10.18653/v1/2025.emnlp-main.1567",
    pages = "30785--30806",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{nguyen-etal-2025-serval,
    title = "{SERVAL}: Surprisingly Effective Zero-Shot Visual Document Retrieval Powered by Large Vision and Language Models",
    author = "Nguyen, Thong  and
      Lei, Yibin  and
      Ju, Jia-Huei  and
      Yates, Andrew",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1568/",
    doi = "10.18653/v1/2025.emnlp-main.1568",
    pages = "30807--30822",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-yin-2025-meta,
    title = "Meta-Semantics Augmented Few-Shot Relational Learning",
    author = "Wu, Han  and
      Yin, Jie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1569/",
    doi = "10.18653/v1/2025.emnlp-main.1569",
    pages = "30823--30835",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-prolongvid,
    title = "{P}ro{L}ong{V}id: A Simple but Strong Baseline for Long-context Video Instruction Tuning",
    author = "Wang, Rui  and
      Li, Bohao  and
      Dai, Xiyang  and
      Yang, Jianwei  and
      Chen, Yi-Ling  and
      Xing, Zhen  and
      Yang, Yifan  and
      Chen, Dongdong  and
      Qiu, Xipeng  and
      Wu, Zuxuan  and
      Jiang, Yu-Gang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1570/",
    doi = "10.18653/v1/2025.emnlp-main.1570",
    pages = "30836--30849",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{suvarna-etal-2025-modelcitizens,
    title = "{M}odel{C}itizens: Representing Community Voices in Online Safety",
    author = "Suvarna, Ashima  and
      Chance, Christina A  and
      Naranjo, Karolina  and
      Palangi, Hamid  and
      Hao, Sophie  and
      Hartvigsen, Thomas  and
      Gabriel, Saadia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1571/",
    doi = "10.18653/v1/2025.emnlp-main.1571",
    pages = "30850--30866",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-unifiedvisual,
    title = "{U}nified{V}isual: A Framework for Constructing Unified Vision-Language Datasets",
    author = "Wang, Pengyu  and
      Zhou, Shaojun  and
      Tan, Chenkun  and
      Wang, Xinghao  and
      Huang, Wei  and
      Ye, Zhen  and
      Li, Zhaowei  and
      Jiang, Botian  and
      Zhang, Dong  and
      Qiu, Xipeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1572/",
    doi = "10.18653/v1/2025.emnlp-main.1572",
    pages = "30867--30899",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bn-etal-2025-pursuit,
    title = "The Pursuit of Empathy: Evaluating Small Language Models for {PTSD} Dialogue Support",
    author = "Bn, Suhas  and
      Mahajan, Yash  and
      Mattioli, Dominik O.  and
      Sherrill, Andrew M.  and
      Arriaga, Rosa I.  and
      Wiese, Christopher  and
      Abdullah, Saeed",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1573/",
    doi = "10.18653/v1/2025.emnlp-main.1573",
    pages = "30900--30922",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shao-etal-2025-cognition,
    title = "Is Cognition Consistent with Perception? Assessing and Mitigating Multimodal Knowledge Conflicts in Document Understanding",
    author = "Shao, Zirui  and
      Gao, Feiyu  and
      Zhu, Zhaoqing  and
      Luo, Chuwei  and
      Xing, Hangdi  and
      Yu, Zhi  and
      Zheng, Qi  and
      Yan, Ming  and
      Bu, Jiajun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1574/",
    doi = "10.18653/v1/2025.emnlp-main.1574",
    pages = "30923--30944",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-autoct,
    title = "{A}uto{CT}: Automating Interpretable Clinical Trial Prediction with {LLM} Agents",
    author = "Liu, Fengze  and
      Wang, Haoyu  and
      Cho, Joonhyuk  and
      Roth, Dan  and
      Lo, Andrew",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1575/",
    doi = "10.18653/v1/2025.emnlp-main.1575",
    pages = "30945--30970",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{dong-etal-2025-mmdocir,
    title = "{MMD}oc{IR}: Benchmarking Multimodal Retrieval for Long Documents",
    author = "Dong, Kuicai  and
      Chang, Yujing  and
      Goh Xin Deik, Derrick  and
      Li, Dexun  and
      Tang, Ruiming  and
      Liu, Yong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1576/",
    doi = "10.18653/v1/2025.emnlp-main.1576",
    pages = "30971--31005",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{khatuya-etal-2025-program,
    title = "Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval",
    author = "Khatuya, Subhendu  and
      Naidu, Shashwat  and
      Goyal, Pawan  and
      Ganguly, Niloy",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1577/",
    doi = "10.18653/v1/2025.emnlp-main.1577",
    pages = "31006--31018",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ali-khan-2025-waste,
    title = "Waste-Bench: A Comprehensive Benchmark for Evaluating {VLLM}s in Cluttered Environments",
    author = "Ali, Muhammad  and
      Khan, Salman",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1578/",
    doi = "10.18653/v1/2025.emnlp-main.1578",
    pages = "31019--31032",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ke-etal-2025-demystifying,
    title = "Demystifying Domain-adaptive Post-training for Financial {LLM}s",
    author = "Ke, Zixuan  and
      Ming, Yifei  and
      Nguyen, Xuan-Phi  and
      Xiong, Caiming  and
      Joty, Shafiq",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1579/",
    doi = "10.18653/v1/2025.emnlp-main.1579",
    pages = "31033--31059",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhong-etal-2025-hicode,
    title = "{HIC}ode: Hierarchical Inductive Coding with {LLM}s",
    author = "Zhong, Mian  and
      Wang, Pristina  and
      Field, Anjalie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1580/",
    doi = "10.18653/v1/2025.emnlp-main.1580",
    pages = "31060--31078",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ma-etal-2025-cacheback,
    title = "Cacheback: Speculative Decoding With Nothing But Cache",
    author = "Ma, Zhiyao  and
      Gim, In  and
      Zhong, Lin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1581/",
    doi = "10.18653/v1/2025.emnlp-main.1581",
    pages = "31079--31084",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-ma-dpr,
    title = "{MA}-{DPR}: Manifold-aware Distance Metrics for Dense Passage Retrieval",
    author = "Liu, Yifan  and
      Wen, Qianfeng  and
      Zhao, Mark  and
      Liang, Jiazhou  and
      Sanner, Scott",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1582/",
    doi = "10.18653/v1/2025.emnlp-main.1582",
    pages = "31085--31103",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{rahman-caragea-2025-llm,
    title = "{LLM}-Guided Co-Training for Text Classification",
    author = "Rahman, Md Mezbaur  and
      Caragea, Cornelia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1583/",
    doi = "10.18653/v1/2025.emnlp-main.1583",
    pages = "31104--31121",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-leank,
    title = "{L}ean{K}: Learnable K Cache Channel Pruning for Efficient Decoding",
    author = "Zhang, Yike  and
      He, Zhiyuan  and
      Jiang, Huiqiang  and
      Zhang, Chengruidong  and
      Yang, Yuqing  and
      Wang, Jianyong  and
      Qiu, Lili",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1584/",
    doi = "10.18653/v1/2025.emnlp-main.1584",
    pages = "31122--31137",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ayyubi-etal-2025-deloc,
    title = "{DELOC}: Document Element Localizer",
    author = "Ayyubi, Hammad  and
      Mathur, Puneet  and
      Tanjim, Mehrab  and
      Morariu, Vlad I",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1585/",
    doi = "10.18653/v1/2025.emnlp-main.1585",
    pages = "31138--31147",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{fang-etal-2025-nl2lean,
    title = "{NL}2{L}ean: Translating Natural Language into Lean 4 through Multi-Aspect Reinforcement Learning",
    author = "Fang, Yue  and
      Huang, Shaohan  and
      Yu, Xin  and
      Huang, Haizhen  and
      Zhang, Zihan  and
      Deng, Weiwei  and
      Wei, Furu  and
      Sun, Feng  and
      Zhang, Qi  and
      Jin, Zhi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1586/",
    doi = "10.18653/v1/2025.emnlp-main.1586",
    pages = "31148--31158",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sitaram-etal-2025-multilingual,
    title = "A Multilingual, Culture-First Approach to Addressing Misgendering in {LLM} Applications",
    author = "Sitaram, Sunayana  and
      de Wynter, Adrian  and
      McCrum, Isobel  and
      Gu, Qilong  and
      Chen, Si-Qing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1587/",
    doi = "10.18653/v1/2025.emnlp-main.1587",
    pages = "31159--31183",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{pulakurthi-etal-2025-x,
    title = "{X}-{C}o{T}: Explainable Text-to-Video Retrieval via {LLM}-based Chain-of-Thought Reasoning",
    author = "Pulakurthi, Prasanna Reddy  and
      Wang, Jiamian  and
      Rabbani, Majid  and
      Dianat, Sohail  and
      Rao, Raghuveer  and
      Tao, Zhiqiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1588/",
    doi = "10.18653/v1/2025.emnlp-main.1588",
    pages = "31184--31195",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ouyang-etal-2025-token,
    title = "Token-level Proximal Policy Optimization for Query Generation",
    author = "Ouyang, Yichen  and
      Wang, Lu  and
      Yang, Fangkai  and
      Zhao, Pu  and
      Huang, Chenghua  and
      Liu, Jianfeng  and
      Pang, Bochen  and
      Yang, Yaming  and
      Zhan, Yuefeng  and
      Sun, Hao  and
      Lin, Qingwei  and
      Rajmohan, Saravan  and
      Deng, Weiwei  and
      Zhang, Dongmei  and
      Sun, Feng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1589/",
    doi = "10.18653/v1/2025.emnlp-main.1589",
    pages = "31196--31210",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{taveekitworachai-etal-2025-prior,
    title = "Prior Prompt Engineering for Reinforcement Fine-Tuning",
    author = "Taveekitworachai, Pittawat  and
      Manakul, Potsawee  and
      Nutanong, Sarana  and
      Pipatanakul, Kunat",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1590/",
    doi = "10.18653/v1/2025.emnlp-main.1590",
    pages = "31211--31236",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liang-etal-2025-beyond-wer,
    title = "Beyond {WER}: Probing Whisper{'}s Sub{-}token Decoder Across Diverse Language Resource Levels",
    author = "Liang, Siyu  and
      Ballier, Nicolas  and
      Levow, Gina-Anne  and
      Wright, Richard",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1591/",
    doi = "10.18653/v1/2025.emnlp-main.1591",
    pages = "31237--31247",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{rrv-etal-2025-thinktuning,
    title = "{T}hink{T}uning: Instilling Cognitive Reflections without Distillation",
    author = "Rrv, Aswin  and
      Dineen, Jacob  and
      Handa, Divij  and
      Uddin, Md Nayem  and
      Parmar, Mihir  and
      Baral, Chitta  and
      Zhou, Ben",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1592/",
    doi = "10.18653/v1/2025.emnlp-main.1592",
    pages = "31248--31262",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{orel-etal-2025-droid,
    title = "$\texttt{Droid}$: A Resource Suite for {AI}-Generated Code Detection",
    author = "Orel, Daniil  and
      Paul, Indraneil  and
      Gurevych, Iryna  and
      Nakov, Preslav",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1593/",
    doi = "10.18653/v1/2025.emnlp-main.1593",
    pages = "31263--31289",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-loracoe,
    title = "{L}o{RAC}o{E}: Improving Large Language Model via Composition-based {L}o{RA} Expert",
    author = "Li, Guanyu  and
      Xi, Zhiheng  and
      Zhang, Zhihao  and
      Hong, Boyang  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1594/",
    doi = "10.18653/v1/2025.emnlp-main.1594",
    pages = "31290--31304",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{fu-barez-2025-question,
    title = "Same Question, Different Words: A Latent Adversarial Framework for Prompt Robustness",
    author = "Fu, Tingchen  and
      Barez, Fazl",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1595/",
    doi = "10.18653/v1/2025.emnlp-main.1595",
    pages = "31305--31319",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhong-etal-2025-pluralistic,
    title = "Pluralistic Alignment for Healthcare: A Role-Driven Framework",
    author = "Zhong, Jiayou  and
      Shetty, Anudeex  and
      Jia, Chao  and
      Lin, Xuanrui  and
      Naseem, Usman",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1596/",
    doi = "10.18653/v1/2025.emnlp-main.1596",
    pages = "31320--31343",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-flexible,
    title = "Flexible-length Text Infilling for Discrete Diffusion Models",
    author = "Zhang, Andrew  and
      Sivakumar, Anushka  and
      Tang, Chia-Wei  and
      Thomas, Chris",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1597/",
    doi = "10.18653/v1/2025.emnlp-main.1597",
    pages = "31344--31359",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{boughorbel-etal-2025-beyond,
    title = "Beyond the Leaderboard: Understanding Performance Disparities in Large Language Models via Model Diffing",
    author = "Boughorbel, Sabri  and
      Dalvi, Fahim  and
      Durrani, Nadir  and
      Hawasly, Majd",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1598/",
    doi = "10.18653/v1/2025.emnlp-main.1598",
    pages = "31360--31371",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{marmonier-etal-2025-explicit,
    title = "Explicit Learning and the {LLM} in Machine Translation",
    author = "Marmonier, Malik  and
      Bawden, Rachel  and
      Sagot, Beno{\^i}t",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1599/",
    doi = "10.18653/v1/2025.emnlp-main.1599",
    pages = "31372--31422",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{suchardt-etal-2025-towards,
    title = "Towards Language-Agnostic {STIPA}: Universal Phonetic Transcription to Support Language Documentation at Scale",
    author = "Suchardt, Jacob Lee  and
      El-Shazli, Hana  and
      Cassotti, Pierluigi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1600/",
    doi = "10.18653/v1/2025.emnlp-main.1600",
    pages = "31423--31439",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{eirew-etal-2025-beyond,
    title = "Beyond Pairwise: Global Zero-shot Temporal Graph Generation",
    author = "Eirew, Alon  and
      Bar, Kfir  and
      Dagan, Ido",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1601/",
    doi = "10.18653/v1/2025.emnlp-main.1601",
    pages = "31440--31458",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-feels,
    title = "``Feels Feminine to Me'': Understanding Perceived Gendered Style through Human Annotations",
    author = "Chen, Hongyu  and
      Falk, Neele  and
      Roth, Michael  and
      Falenska, Agnieszka",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1602/",
    doi = "10.18653/v1/2025.emnlp-main.1602",
    pages = "31459--31480",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{anghel-etal-2025-rals,
    title = "{RALS}: Resources and Baselines for {R}omanian Automatic Lexical Simplification",
    author = "Anghel, Fabian  and
      Petru-Theodor, Cristea  and
      Creanga, Claudiu  and
      Nisioi, Sergiu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1603/",
    doi = "10.18653/v1/2025.emnlp-main.1603",
    pages = "31481--31492",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wan-etal-2025-social,
    title = "How Do Social Bots Participate in Misinformation Spread? A Comprehensive Dataset and Analysis",
    author = "Wan, Herun  and
      Luo, Minnan  and
      Ma, Zihan  and
      Dai, Guang  and
      Zhao, Xiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1604/",
    doi = "10.18653/v1/2025.emnlp-main.1604",
    pages = "31493--31516",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{dubreuil-etal-2025-stereotypes,
    title = "Are Stereotypes Leading {LLM}s' Zero-Shot Stance Detection ?",
    author = "Dubreuil, Anthony  and
      Gourru, Antoine  and
      Largeron, Christine  and
      Trabelsi, Amine",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1605/",
    doi = "10.18653/v1/2025.emnlp-main.1605",
    pages = "31517--31530",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{arora-etal-2025-multi,
    title = "Multi-Modal Framing Analysis of News",
    author = "Arora, Arnav  and
      Yadav, Srishti  and
      Antoniak, Maria  and
      Belongie, Serge  and
      Augenstein, Isabelle",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1606/",
    doi = "10.18653/v1/2025.emnlp-main.1606",
    pages = "31531--31553",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{huang-etal-2025-tempparaphraser,
    title = "{T}emp{P}araphraser: ``Heating Up'' Text to Evade {AI}-Text Detection through Paraphrasing",
    author = "Huang, Junjie  and
      Zhang, Ruiquan  and
      Su, Jinsong  and
      Chen, Yidong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1607/",
    doi = "10.18653/v1/2025.emnlp-main.1607",
    pages = "31554--31573",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{paval-etal-2025-comicscene154,
    title = "{C}omic{S}cene154: A Scene Dataset for Comic Analysis",
    author = "Paval, Sandro  and
      Mei{\ss}ner, Pascal  and
      Yamshchikov, Ivan P.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1608/",
    doi = "10.18653/v1/2025.emnlp-main.1608",
    pages = "31574--31580",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{christof-etal-2025-medlinkde,
    title = "{M}ed{L}ink{DE} {--} {M}ed{DRA} Entity Linking for {G}erman with Guided Chain of Thought Reasoning",
    author = {Christof, Roman  and
      Zeidi, Farnaz  and
      Messelh{\"a}u{\ss}er, Manuela  and
      Mentzer, Dirk  and
      Koenig, Renate  and
      Childs, Liam  and
      Mehler, Alexander},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1609/",
    doi = "10.18653/v1/2025.emnlp-main.1609",
    pages = "31581--31593",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{longkai-etal-2025-hookmoe,
    title = "{H}ook{M}o{E}: A learnable performance compensation strategy of Mixture-of-Experts for {LLM} inference acceleration",
    author = "Longkai, Cheng  and
      He, Along  and
      Li, Mulin  and
      Xueshuo, Xie  and
      Li, Tao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1610/",
    doi = "10.18653/v1/2025.emnlp-main.1610",
    pages = "31594--31606",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yuan-etal-2025-cross,
    title = "Cross-Document Cross-Lingual {NLI} via {RST}-Enhanced Graph Fusion and Interpretability Prediction",
    author = "Yuan, Mengying  and
      Wang, WenHao  and
      Wang, Zixuan  and
      Huang, Yujie  and
      Wei, Kangli  and
      Li, Fei  and
      Teng, Chong  and
      Ji, Donghong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1611/",
    doi = "10.18653/v1/2025.emnlp-main.1611",
    pages = "31607--31629",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ma-etal-2025-3r,
    title = "3{R}: Enhancing Sentence Representation Learning via Redundant Representation Reduction",
    author = "Ma, Longxuan  and
      Wu, Xiao  and
      Huang, Yuxin  and
      Gao, Shengxiang  and
      Yu, Zhengtao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1612/",
    doi = "10.18653/v1/2025.emnlp-main.1612",
    pages = "31630--31643",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{penamakuri-etal-2025-big,
    title = "When Big Models Train Small Ones: Label-Free Model Parity Alignment for Efficient Visual Question Answering using Small {VLM}s",
    author = "Penamakuri, Abhirama Subramanyam  and
      Singh, Navlika  and
      Arora, Piyush  and
      Mishra, Anand",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1613/",
    doi = "10.18653/v1/2025.emnlp-main.1613",
    pages = "31644--31661",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhou-etal-2025-proreason,
    title = "{P}ro{R}eason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom",
    author = "Zhou, Jingqi  and
      Wang, Sheng  and
      Dong, Jingwei  and
      Liu, Kai  and
      Li, Lei  and
      Gao, Jiahui  and
      Jiang, Jiyue  and
      Kong, Lingpeng  and
      Wu, Chuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1614/",
    doi = "10.18653/v1/2025.emnlp-main.1614",
    pages = "31662--31691",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{popovic-farber-2025-extractive,
    title = "Extractive Fact Decomposition for Interpretable Natural Language Inference in one Forward Pass",
    author = {Popovi{\v{c}}, Nicholas  and
      F{\"a}rber, Michael},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1615/",
    doi = "10.18653/v1/2025.emnlp-main.1615",
    pages = "31692--31705",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{eikema-etal-2025-structure,
    title = "Structure-Conditional Minimum {B}ayes Risk Decoding",
    author = "Eikema, Bryan  and
      Rutkiewicz, Anna  and
      Giulianelli, Mario",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1616/",
    doi = "10.18653/v1/2025.emnlp-main.1616",
    pages = "31706--31723",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-label,
    title = "Label Set Optimization via Activation Distribution Kurtosis for Zero-Shot Classification with Generative Models",
    author = "Li, Yue  and
      Zhao, Zhixue  and
      Scarton, Carolina",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1617/",
    doi = "10.18653/v1/2025.emnlp-main.1617",
    pages = "31724--31741",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tezuka-inoue-2025-transfer,
    title = "The Transfer Neurons Hypothesis: An Underlying Mechanism for Language Latent Space Transitions in Multilingual {LLM}s",
    author = "Tezuka, Hinata  and
      Inoue, Naoya",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1618/",
    doi = "10.18653/v1/2025.emnlp-main.1618",
    pages = "31742--31792",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{nguyen-etal-2025-vehme,
    title = "{VEHME}: A Vision-Language Model For Evaluating Handwritten Mathematics Expressions",
    author = "Nguyen, Thu Phuong  and
      Nguyen, Duc M.  and
      Jeon, Hyotaek  and
      Lee, Hyunwook  and
      Song, Hyunmin  and
      Ko, Sungahn  and
      Kim, Taehwan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1619/",
    doi = "10.18653/v1/2025.emnlp-main.1619",
    pages = "31793--31813",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-roads,
    title = "All Roads Lead to {R}ome: Graph-Based Confidence Estimation for Large Language Model Reasoning",
    author = "Zhang, Caiqi  and
      Shu, Chang  and
      Shareghi, Ehsan  and
      Collier, Nigel",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1620/",
    doi = "10.18653/v1/2025.emnlp-main.1620",
    pages = "31814--31824",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{arun-etal-2025-semma,
    title = "{SEMMA}: A Semantic Aware Knowledge Graph Foundation Model",
    author = "Arun, Arvindh  and
      Kumar, Sumit  and
      Nayyeri, Mojtaba  and
      Xiong, Bo  and
      Kumaraguru, Ponnurangam  and
      Vergari, Antonio  and
      Staab, Steffen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1621/",
    doi = "10.18653/v1/2025.emnlp-main.1621",
    pages = "31825--31848",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{rahman-etal-2025-text2vis,
    title = "{T}ext2{V}is: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text",
    author = "Rahman, Mizanur  and
      Laskar, Md Tahmid Rahman  and
      Joty, Shafiq  and
      Hoque, Enamul",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1622/",
    doi = "10.18653/v1/2025.emnlp-main.1622",
    pages = "31849--31874",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{dhamne-etal-2025-predicting,
    title = "Predicting Prosodic Boundaries for Children{'}s Texts",
    author = "Dhamne, Mansi  and
      Raman, Sneha  and
      Rao, Preeti",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1623/",
    doi = "10.18653/v1/2025.emnlp-main.1623",
    pages = "31875--31885",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tan-etal-2025-enhancing-logical,
    title = "Enhancing Logical Reasoning in Language Models via Symbolically-Guided {M}onte {C}arlo Process Supervision",
    author = "Tan, Xingwei  and
      Valentino, Marco  and
      Akhter, Mahmud Elahi  and
      Liakata, Maria  and
      Aletras, Nikolaos",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1624/",
    doi = "10.18653/v1/2025.emnlp-main.1624",
    pages = "31886--31900",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sawicki-etal-2025-large,
    title = "Can Large Language Models Outperform Non-Experts in Poetry Evaluation? A Comparative Study Using the Consensual Assessment Technique",
    author = "Sawicki, Piotr  and
      Grzes, Marek  and
      Brown, Dan  and
      Goes, Fabricio",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1625/",
    doi = "10.18653/v1/2025.emnlp-main.1625",
    pages = "31901--31918",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ling-etal-2025-beyond,
    title = "Beyond Human Labels: A Multi-Linguistic Auto-Generated Benchmark for Evaluating Large Language Models on Resume Parsing",
    author = "Ling, Zijian  and
      Zhang, Han  and
      Cui, Jiahao  and
      Wu, Zhequn  and
      Sun, Xu  and
      Li, Guohao  and
      He, Xiangjian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1626/",
    doi = "10.18653/v1/2025.emnlp-main.1626",
    pages = "31919--31945",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{qiu-etal-2025-orthogonal,
    title = "Orthogonal Finetuning Made Scalable",
    author = {Qiu, Zeju  and
      Liu, Weiyang  and
      Weller, Adrian  and
      Sch{\"o}lkopf, Bernhard},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1627/",
    doi = "10.18653/v1/2025.emnlp-main.1627",
    pages = "31946--31963",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-air,
    title = "{AIR}: Complex Instruction Generation via Automatic Iterative Refinement",
    author = "Liu, Wei  and
      He, Yancheng  and
      Li, Yu  and
      Huang, Hui  and
      Hu, Chengwei  and
      Liu, Jiaheng  and
      Li, Shilong  and
      Su, Wenbo  and
      Zheng, Bo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1628/",
    doi = "10.18653/v1/2025.emnlp-main.1628",
    pages = "31964--31986",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sadia-etal-2025-squid,
    title = "{SQU}i{D}: Synthesizing Relational Databases from Unstructured Text",
    author = "Sadia, Mushtari  and
      Yang, Zhenning  and
      Xiao, Yunming  and
      Chen, Ang  and
      Roy Chowdhury, Amrita",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1629/",
    doi = "10.18653/v1/2025.emnlp-main.1629",
    pages = "31987--32012",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-rag,
    title = "{RAG}+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning",
    author = "Wang, Yu  and
      Zhao, Shiwan  and
      Wang, Zhihu  and
      Fan, Ming  and
      Zhang, Xicheng  and
      Zhang, Yubo  and
      Wang, Zhengfan  and
      Huang, Heyuan  and
      Liu, Ting",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1630/",
    doi = "10.18653/v1/2025.emnlp-main.1630",
    pages = "32013--32037",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-rapid,
    title = "Rapid Word Learning Through Meta In-Context Learning",
    author = "Wang, Wentao  and
      Jiang, Guangyuan  and
      Linzen, Tal  and
      Lake, Brenden",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1631/",
    doi = "10.18653/v1/2025.emnlp-main.1631",
    pages = "32038--32073",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{rowe-etal-2025-eurogest,
    title = "{E}uro{GEST}: Investigating gender stereotypes in multilingual language models",
    author = "Rowe, Jacqueline  and
      Klimaszewski, Mateusz  and
      Guillou, Liane  and
      Vallor, Shannon  and
      Birch, Alexandra",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1632/",
    doi = "10.18653/v1/2025.emnlp-main.1632",
    pages = "32074--32096",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{nguyen-etal-2025-persuasive,
    title = "How Persuasive Is Your Context?",
    author = "Nguyen, Tu  and
      Du, Kevin  and
      Hoyle, Alexander Miserlis  and
      Cotterell, Ryan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1633/",
    doi = "10.18653/v1/2025.emnlp-main.1633",
    pages = "32097--32123",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{fan-etal-2025-medium,
    title = "The Medium Is Not the Message: Deconfounding Document Embeddings via Linear Concept Erasure",
    author = "Fan, Yu  and
      Tian, Yang  and
      Ravfogel, Shauli  and
      Sachan, Mrinmaya  and
      Ash, Elliott  and
      Hoyle, Alexander",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1634/",
    doi = "10.18653/v1/2025.emnlp-main.1634",
    pages = "32124--32143",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{licht-etal-2025-measuring,
    title = "Measuring scalar constructs in social science with {LLM}s",
    author = "Licht, Hauke  and
      Sarkar, Rupak  and
      Wu, Patrick Y.  and
      Goel, Pranav  and
      Stoehr, Niklas  and
      Ash, Elliott  and
      Hoyle, Alexander Miserlis",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1635/",
    doi = "10.18653/v1/2025.emnlp-main.1635",
    pages = "32144--32171",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yu-etal-2025-text,
    title = "Text Detoxification: Data Efficiency, Semantic Preservation and Model Generalization",
    author = "Yu, Jing  and
      Zhao, Yibo  and
      Zhu, Jiapeng  and
      Shao, Wenming  and
      Pang, Bo  and
      Zhang, Zhao  and
      Li, Xiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1636/",
    doi = "10.18653/v1/2025.emnlp-main.1636",
    pages = "32172--32186",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{aghakasiri-etal-2025-doctor,
    title = "Not What the Doctor Ordered: Surveying {LLM}-based De-identification and Quantifying Clinical Information Loss",
    author = "Aghakasiri, Kiana  and
      Zambare, Noopur  and
      Thai, JoAnn  and
      Ye, Carrie  and
      Mehta, Mayur  and
      Mitchell, J Ross  and
      Abdalla, Mohamed",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1637/",
    doi = "10.18653/v1/2025.emnlp-main.1637",
    pages = "32187--32203",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shi-etal-2025-reasoning,
    title = "Reasoning under Uncertainty: Efficient {LLM} Inference via Unsupervised Confidence Dilution and Convergent Adaptive Sampling",
    author = "Shi, Zhenning  and
      Zhu, Yijia  and
      Xie, Yi  and
      Shi, Junhan  and
      Xie, Guorui  and
      Zhang, Haotian  and
      Jiang, Yong  and
      Miao, Congcong  and
      Li, Qing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1638/",
    doi = "10.18653/v1/2025.emnlp-main.1638",
    pages = "32204--32218",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{nimo-etal-2025-africa,
    title = "{A}frica Health Check: Probing Cultural Bias in Medical {LLM}s",
    author = "Nimo, Charles  and
      Liu, Shuheng  and
      Essa, Irfan  and
      Best, Michael L.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1639/",
    doi = "10.18653/v1/2025.emnlp-main.1639",
    pages = "32219--32232",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{menis-mastromichalakis-etal-2025-assumed,
    title = "Assumed Identities: Quantifying Gender Bias in Machine Translation of Gender-Ambiguous Occupational Terms",
    author = "Menis Mastromichalakis, Orfeas  and
      Filandrianos, Giorgos  and
      Symeonaki, Maria  and
      Stamou, Giorgos",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1640/",
    doi = "10.18653/v1/2025.emnlp-main.1640",
    pages = "32233--32249",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kassem-etal-2025-reviving,
    title = "{REVIVING} {YOUR} {MNEME}: Predicting The Side Effects of {LLM} Unlearning and Fine-Tuning via Sparse Model Diffing",
    author = "Kassem, Aly M.  and
      Shi, Zhuan  and
      Rostamzadeh, Negar  and
      Farnadi, Golnoosh",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1641/",
    doi = "10.18653/v1/2025.emnlp-main.1641",
    pages = "32250--32263",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bortoletto-etal-2025-tom,
    title = "{T}o{M}-{SSI}: Evaluating Theory of Mind in Situated Social Interactions",
    author = "Bortoletto, Matteo  and
      Ruhdorfer, Constantin  and
      Bulling, Andreas",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1642/",
    doi = "10.18653/v1/2025.emnlp-main.1642",
    pages = "32264--32289",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kovac-etal-2025-recursive,
    title = "Recursive Training Loops in {LLM}s: How training data properties modulate distribution shift in generated data?",
    author = "Kova{\v{c}}, Grgur  and
      Perez, J{\'e}r{\'e}my  and
      Portelas, R{\'e}my  and
      Dominey, Peter Ford  and
      Oudeyer, Pierre-Yves",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1643/",
    doi = "10.18653/v1/2025.emnlp-main.1643",
    pages = "32290--32309",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kim-etal-2025-detecting,
    title = "Detecting {LLM} Hallucination Through Layer-wise Information Deficiency: Analysis of Ambiguous Prompts and Unanswerable Questions",
    author = "Kim, Hazel  and
      Lamb, Tom A.  and
      Bibi, Adel  and
      Torr, Philip  and
      Gal, Yarin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1644/",
    doi = "10.18653/v1/2025.emnlp-main.1644",
    pages = "32310--32322",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-extending,
    title = "Extending Automatic Machine Translation Evaluation to Book-Length Documents",
    author = "Wang, Kuang-Da  and
      Ding, Shuoyang  and
      Yang, Chao-Han Huck  and
      Hsieh, Ping-Chun  and
      Peng, Wen-Chih  and
      Lavrukhin, Vitaly  and
      Ginsburg, Boris",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1645/",
    doi = "10.18653/v1/2025.emnlp-main.1645",
    pages = "32323--32339",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-medfact,
    title = "{M}ed{F}act: A Large-scale {C}hinese Dataset for Evidence-based Medical Fact-checking of {LLM} Responses",
    author = "Chen, Tong  and
      Wang, Zimu  and
      Miao, Yiyi  and
      Luo, Haoran  and
      Sun, Yuanfei  and
      Wang, Wei  and
      Jiang, Zhengyong  and
      Sen, Procheta  and
      Su, Jionglong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1646/",
    doi = "10.18653/v1/2025.emnlp-main.1646",
    pages = "32340--32353",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kulkarni-fazli-2025-videopasta,
    title = "{V}ideo{PASTA}: 7{K} Preference Pairs That Matter for Video-{LLM} Alignment",
    author = "Kulkarni, Yogesh  and
      Fazli, Pooyan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1647/",
    doi = "10.18653/v1/2025.emnlp-main.1647",
    pages = "32354--32379",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mohammadi-etal-2025-llms,
    title = "Do {LLM}s Adhere to Label Definitions? Examining Their Receptivity to External Label Definitions",
    author = "Mohammadi, Seyedali  and
      Vedula, Bhaskara Hanuma  and
      Lamba, Hemank  and
      Raff, Edward  and
      Kumaraguru, Ponnurangam  and
      Ferraro, Francis  and
      Gaur, Manas",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1648/",
    doi = "10.18653/v1/2025.emnlp-main.1648",
    pages = "32380--32393",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{anschel-etal-2025-group,
    title = "Group-Aware Reinforcement Learning for Output Diversity in Large Language Models",
    author = "Anschel, Oron  and
      Shoshan, Alon  and
      Botach, Adam  and
      Hakimi, Shunit Haviv  and
      Gendler, Asaf  and
      Ben Baruch, Emanuel  and
      Bhonker, Nadav  and
      Kviatkovsky, Igor  and
      Aggarwal, Manoj  and
      Medioni, Gerard",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1649/",
    doi = "10.18653/v1/2025.emnlp-main.1649",
    pages = "32394--32415",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ebrahimi-etal-2025-model,
    title = "Model-Based Ranking of Source Languages for Zero-Shot Cross-Lingual Transfer",
    author = "Ebrahimi, Abteen  and
      Wiemerslage, Adam  and
      von der Wense, Katharina",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1650/",
    doi = "10.18653/v1/2025.emnlp-main.1650",
    pages = "32416--32461",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{yu-etal-2025-prunecd,
    title = "{P}rune{CD}: Contrasting Pruned Self Model to Improve Decoding Factuality",
    author = "Yu, Byeongho  and
      Lee, Changhun  and
      Jin, Jun-gyu  and
      Park, Eunhyeok",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1651/",
    doi = "10.18653/v1/2025.emnlp-main.1651",
    pages = "32462--32473",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhou-etal-2025-crisp,
    title = "Crisp: Cognitive Restructuring of Negative Thoughts through Multi-turn Supportive Dialogues",
    author = "Zhou, Jinfeng  and
      Chen, Yuxuan  and
      Yin, Jianing  and
      Huang, Yongkang  and
      Shi, Yihan  and
      Zhang, Xikun  and
      Peng, Libiao  and
      Zhang, Rongsheng  and
      Lv, Tangjie  and
      Hu, Zhipeng  and
      Wang, Hongning  and
      Huang, Minlie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1652/",
    doi = "10.18653/v1/2025.emnlp-main.1652",
    pages = "32474--32503",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{panda-etal-2025-accesseval,
    title = "{A}ccess{E}val: Benchmarking Disability Bias in Large Language Models",
    author = "Panda, Srikant  and
      Agarwal, Amit  and
      Patel, Hitesh Laxmichand",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1653/",
    doi = "10.18653/v1/2025.emnlp-main.1653",
    pages = "32504--32530",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-etal-2025-impact,
    title = "The Impact of Language Mixing on Bilingual {LLM} Reasoning",
    author = "Li, Yihao  and
      Xin, Jiayi  and
      Miao, Miranda Muqing  and
      Long, Qi  and
      Ungar, Lyle",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1654/",
    doi = "10.18653/v1/2025.emnlp-main.1654",
    pages = "32531--32548",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{frank-allaway-2025-visage,
    title = "{VIS}a{GE}: Understanding Visual Generics and Exceptions",
    author = "Frank, Stella  and
      Allaway, Emily",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1655/",
    doi = "10.18653/v1/2025.emnlp-main.1655",
    pages = "32549--32558",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{laitenberger-etal-2025-stronger,
    title = "Stronger Baselines for Retrieval-Augmented Generation with Long-Context Language Models",
    author = "Laitenberger, Alex  and
      Manning, Christopher D  and
      Liu, Nelson F.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1656/",
    doi = "10.18653/v1/2025.emnlp-main.1656",
    pages = "32559--32569",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{miao-kan-2025-discursive,
    title = "Discursive Circuits: How Do Language Models Understand Discourse Relations?",
    author = "Miao, Yisong  and
      Kan, Min-Yen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1657/",
    doi = "10.18653/v1/2025.emnlp-main.1657",
    pages = "32570--32589",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{park-etal-2025-making,
    title = "Making {VLM}s More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning",
    author = "Park, Chan Young  and
      Fisher, Jillian  and
      Memmel, Marius  and
      Khullar, Dipika  and
      Yun, Seoho  and
      Gupta, Abhishek  and
      Choi, Yejin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1658/",
    doi = "10.18653/v1/2025.emnlp-main.1658",
    pages = "32590--32611",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{srivastava-etal-2025-thinkslm,
    title = "{T}hink{SLM}: Towards Reasoning in Small Language Models",
    author = "Srivastava, Gaurav  and
      Cao, Shuxiang  and
      Wang, Xuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1659/",
    doi = "10.18653/v1/2025.emnlp-main.1659",
    pages = "32612--32662",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-magicore,
    title = "{MA}g{IC}o{R}e: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning",
    author = "Chen, Justin  and
      Prasad, Archiki  and
      Saha, Swarnadeep  and
      Stengel-Eskin, Elias  and
      Bansal, Mohit",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1660/",
    doi = "10.18653/v1/2025.emnlp-main.1660",
    pages = "32663--32686",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{korikov-etal-2025-batched,
    title = "Batched Self-Consistency Improves {LLM} Relevance Assessment and Ranking",
    author = "Korikov, Anton  and
      Du, Pan  and
      Sanner, Scott  and
      Rekabsaz, Navid",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1661/",
    doi = "10.18653/v1/2025.emnlp-main.1661",
    pages = "32687--32703",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{brinner-zarriess-2025-semcse,
    title = "{S}em{CSE}: Semantic Contrastive Sentence Embeddings Using {LLM}-Generated Summaries For Scientific Abstracts",
    author = "Brinner, Marc Felix  and
      Zarrie{\ss}, Sina",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1662/",
    doi = "10.18653/v1/2025.emnlp-main.1662",
    pages = "32704--32719",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-field-2025-controlled,
    title = "Controlled Generation for Private Synthetic Text",
    author = "Zhao, Zihao  and
      Field, Anjalie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1663/",
    doi = "10.18653/v1/2025.emnlp-main.1663",
    pages = "32720--32735",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{haydarov-etal-2025-towards,
    title = "Towards {AI}-Assisted Psychotherapy: Emotion-Guided Generative Interventions",
    author = "Haydarov, Kilichbek  and
      Mohamed, Youssef  and
      Goldenhersch, Emilio  and
      OCallaghan, Paul  and
      Li, Li-jia  and
      Elhoseiny, Mohamed",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1664/",
    doi = "10.18653/v1/2025.emnlp-main.1664",
    pages = "32736--32755",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-toral-2025-shortcuts,
    title = "From Shortcuts to Balance: Attribution Analysis of Speech-Text Feature Utilization in Distinguishing Original from Machine-Translated Texts",
    author = "Chen, Yongjian  and
      Toral, Antonio",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1665/",
    doi = "10.18653/v1/2025.emnlp-main.1665",
    pages = "32756--32763",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{srivastava-etal-2025-debate,
    title = "{DEBATE}, {TRAIN}, {EVOLVE}: {S}elf{-}{E}volution of Language Model Reasoning",
    author = "Srivastava, Gaurav  and
      Bi, Zhenyu  and
      Lu, Meng  and
      Wang, Xuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1666/",
    doi = "10.18653/v1/2025.emnlp-main.1666",
    pages = "32764--32810",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-chat,
    title = "From Chat Logs to Collective Insights: Aggregative Question Answering",
    author = "Zhang, Wentao  and
      Kim, Woojeong  and
      Deng, Yuntian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1667/",
    doi = "10.18653/v1/2025.emnlp-main.1667",
    pages = "32811--32850",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hasan-bunescu-2025-text,
    title = "A Text-Based Recommender System that Leverages Explicit Affective State Preferences",
    author = "Hasan, Tonmoy  and
      Bunescu, Razvan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1668/",
    doi = "10.18653/v1/2025.emnlp-main.1668",
    pages = "32851--32865",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{guo-etal-2025-care,
    title = "{CARE}: Multilingual Human Preference Learning for Cultural Awareness",
    author = "Guo, Geyang  and
      Naous, Tarek  and
      Wakaki, Hiromi  and
      Nishimura, Yukiko  and
      Mitsufuji, Yuki  and
      Ritter, Alan  and
      Xu, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1669/",
    doi = "10.18653/v1/2025.emnlp-main.1669",
    pages = "32866--32895",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{vasselli-etal-2025-multilingual,
    title = "Multilingual Dialogue Generation and Localization with Dialogue Act Scripting",
    author = "Vasselli, Justin  and
      Kardinata, Eunike Andriani  and
      Sakai, Yusuke  and
      Watanabe, Taro",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1670/",
    doi = "10.18653/v1/2025.emnlp-main.1670",
    pages = "32896--32911",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ficsor-berend-2025-sue,
    title = "{SUE}: Sparsity-based Uncertainty Estimation via Sparse Dictionary Learning",
    author = "Ficsor, Tam{\'a}s  and
      Berend, G{\'a}bor",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1671/",
    doi = "10.18653/v1/2025.emnlp-main.1671",
    pages = "32912--32929",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ding-etal-2025-planning,
    title = "Planning-Aware Code Infilling via Horizon-Length Prediction",
    author = "Ding, Yifeng  and
      Ding, Hantian  and
      Wang, Shiqi  and
      Sun, Qing  and
      Kumar, Varun  and
      Wang, Zijian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1672/",
    doi = "10.18653/v1/2025.emnlp-main.1672",
    pages = "32930--32942",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{pramodya-etal-2025-sinhalammlu,
    title = "{S}inhala{MMLU}: A Comprehensive Benchmark for Evaluating Multitask Language Understanding in {S}inhala",
    author = "Pramodya, Ashmari  and
      Nelki, Nirasha  and
      Shalinda, Heshan  and
      Liyanage, Chamila  and
      Sakai, Yusuke  and
      Pushpananda, Randil  and
      Weerasinghe, Ruvan  and
      Kamigaito, Hidetaka  and
      Watanabe, Taro",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1673/",
    doi = "10.18653/v1/2025.emnlp-main.1673",
    pages = "32943--32961",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sharma-etal-2025-og,
    title = "{OG}-{RAG}: Ontology-grounded retrieval-augmented generation for large language models",
    author = "Sharma, Kartik  and
      Kumar, Peeyush  and
      Li, Yunqing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1674/",
    doi = "10.18653/v1/2025.emnlp-main.1674",
    pages = "32962--32981",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{fehlauer-etal-2025-convergence,
    title = "Convergence and Divergence of Language Models under Different Random Seeds",
    author = "Fehlauer, Finlay  and
      Mahowald, Kyle  and
      Pimentel, Tiago",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1675/",
    doi = "10.18653/v1/2025.emnlp-main.1675",
    pages = "32982--32991",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jiao-etal-2025-analyzing,
    title = "Analyzing and Modeling {LLM} Response Lengths with Extreme Value Theory: Anchoring Effects and Hybrid Distributions",
    author = "Jiao, Liuxuan  and
      Gao, Chen  and
      Yang, Yiqian  and
      Zhou, Chenliang  and
      Huang, YiXian  and
      Chen, Xinlei  and
      Li, Yong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1676/",
    doi = "10.18653/v1/2025.emnlp-main.1676",
    pages = "32992--33002",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{choi-etal-2025-language,
    title = "Language Models Identify Ambiguities and Exploit Loopholes",
    author = "Choi, Jio  and
      Bansal, Mohit  and
      Stengel-Eskin, Elias",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1677/",
    doi = "10.18653/v1/2025.emnlp-main.1677",
    pages = "33003--33018",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-benchmarking-llms,
    title = "Benchmarking {LLM}s for Translating Classical {C}hinese Poetry: Evaluating Adequacy, Fluency, and Elegance",
    author = "Chen, Andong  and
      Lou, Lianzhang  and
      Chen, Kehai  and
      Bai, Xuefeng  and
      Xiang, Yang  and
      Yang, Muyun  and
      Zhao, Tiejun  and
      Zhang, Min",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1678/",
    doi = "10.18653/v1/2025.emnlp-main.1678",
    pages = "33019--33036",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{althnian-etal-2025-araeval,
    title = "{A}ra{E}val: An {A}rabic Multi-Task Evaluation Suite for Large Language Models",
    author = "Althnian, Alhanoof  and
      Alzahrani, Norah A.  and
      Alsubaie, Shaykhah Z.  and
      Albilali, Eman  and
      Abdelali, Ahmed  and
      Alotaibi, Nouf M.  and
      Bari, M Saiful  and
      Alnumay, Yazeed  and
      Alothaimen, Abdulhamed  and
      Saif, Maryam  and
      Alzaidi, Shahad D.  and
      Mirza, Faisal Abdulrahman  and
      Almushayqih, Yousef  and
      Al Saleem, Mohammed  and
      Alabduljabbar, Ghadah  and
      Al-Thubaity, Abdulmohsen  and
      Alowisheq, Areeb  and
      Al-Twairesh, Nora",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1679/",
    doi = "10.18653/v1/2025.emnlp-main.1679",
    pages = "33037--33061",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-quids,
    title = "{QUIDS}: Query Intent Description for Exploratory Search via Dual Space Modeling",
    author = "Wang, Yumeng  and
      Chen, Xiuying  and
      Verberne, Suzan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1680/",
    doi = "10.18653/v1/2025.emnlp-main.1680",
    pages = "33062--33077",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ramnath-etal-2025-systematic,
    title = "A Systematic Survey of Automatic Prompt Optimization Techniques",
    author = "Ramnath, Kiran  and
      Zhou, Kang  and
      Guan, Sheng  and
      Mishra, Soumya Smruti  and
      Qi, Xuan  and
      Shen, Zhengyuan  and
      Wang, Shuai  and
      Woo, Sangmin  and
      Jeoung, Sullam  and
      Wang, Yawei  and
      Wang, Haozhu  and
      Ding, Han  and
      Lu, Yuzhe  and
      Xu, Zhichao  and
      Zhou, Yun  and
      Srinivasan, Balasubramaniam  and
      Yan, Qiaojing  and
      Chen, Yueyan  and
      Ding, Haibo  and
      Xu, Panpan  and
      Cheong, Lin Lee",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1681/",
    doi = "10.18653/v1/2025.emnlp-main.1681",
    pages = "33078--33110",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-threading,
    title = "Threading the Needle: Reweaving Chain-of-Thought Reasoning to Explain Human Label Variation",
    author = "Chen, Beiduo  and
      Liu, Yang Janet  and
      Korhonen, Anna  and
      Plank, Barbara",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1682/",
    doi = "10.18653/v1/2025.emnlp-main.1682",
    pages = "33111--33135",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{salama-etal-2025-meminsight,
    title = "{M}em{I}nsight: Autonomous Memory Augmentation for {LLM} Agents",
    author = "Salama, Rana  and
      Cai, Jason  and
      Yuan, Michelle  and
      Currey, Anna  and
      Sunkara, Monica  and
      Zhang, Yi  and
      Benajiba, Yassine",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1683/",
    doi = "10.18653/v1/2025.emnlp-main.1683",
    pages = "33136--33152",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lu-etal-2025-breaking,
    title = "Breaking the Noise Barrier: {LLM}-Guided Semantic Filtering and Enhancement for Multi-Modal Entity Alignment",
    author = "Lu, Chenglong  and
      Li, Chenxiao  and
      Cheng, Jingwei  and
      Ji, Yongquan  and
      Chen, Guoqing  and
      Zhang, Fu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1684/",
    doi = "10.18653/v1/2025.emnlp-main.1684",
    pages = "33153--33167",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{taghavi-etal-2025-impliret,
    title = "{I}mpli{R}et: Benchmarking the Implicit Fact Retrieval Challenge",
    author = "Taghavi, Zeinab Sadat  and
      Modarressi, Ali  and
      Ma, Yunpu  and
      Schuetze, Hinrich",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1685/",
    doi = "10.18653/v1/2025.emnlp-main.1685",
    pages = "33168--33190",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{alazraki-etal-2025-need,
    title = "No Need for Explanations: {LLM}s can implicitly learn from mistakes in-context",
    author = "Alazraki, Lisa  and
      Mozes, Maximilian  and
      Campos, Jon Ander  and
      Yi-Chern, Tan  and
      Rei, Marek  and
      Bartolo, Max",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1686/",
    doi = "10.18653/v1/2025.emnlp-main.1686",
    pages = "33191--33215",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{chen-etal-2025-mova,
    title = "{M}o{V}a: Towards Generalizable Classification of Human Morals and Values",
    author = "Chen, Ziyu  and
      Sun, Junfei  and
      Li, Chenxi  and
      Nguyen, Tuan Dung  and
      Yao, Jing  and
      Yi, Xiaoyuan  and
      Xie, Xing  and
      Tan, Chenhao  and
      Xie, Lexing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1687/",
    doi = "10.18653/v1/2025.emnlp-main.1687",
    pages = "33216--33260",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{fan-etal-2025-gui,
    title = "{GUI}-Bee: Align {GUI} Action Grounding to Novel Environments via Autonomous Exploration",
    author = "Fan, Yue  and
      Zhao, Handong  and
      Zhang, Ruiyi  and
      Shen, Yu  and
      Wang, Xin Eric  and
      Wu, Gang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1688/",
    doi = "10.18653/v1/2025.emnlp-main.1688",
    pages = "33261--33278",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-revealing,
    title = "Revealing and Mitigating the Challenge of Detecting Character Knowledge Errors in {LLM} Role-Playing",
    author = "Zhang, Wenyuan  and
      Nie, Shuaiyi  and
      Sheng, Jiawei  and
      Zhang, Zefeng  and
      Zhang, Xinghua  and
      He, Yongquan  and
      Liu, Tingwen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1689/",
    doi = "10.18653/v1/2025.emnlp-main.1689",
    pages = "33279--33302",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-taking,
    title = "Taking Notes Brings Focus? Towards Multi-Turn Multimodal Dialogue Learning",
    author = {Liu, Jiazheng  and
      Zheng, Sipeng  and
      Karlsson, B{\"o}rje F.  and
      Lu, Zongqing},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1690/",
    doi = "10.18653/v1/2025.emnlp-main.1690",
    pages = "33303--33324",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{li-ng-2025-graph,
    title = "Graph-Based Multi-Trait Essay Scoring",
    author = "Li, Shengjie  and
      Ng, Vincent",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1691/",
    doi = "10.18653/v1/2025.emnlp-main.1691",
    pages = "33325--33351",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{salvador-etal-2025-benchmarking,
    title = "Benchmarking {LLM}s on Semantic Overlap Summarization",
    author = "Salvador, John  and
      Bansal, Naman  and
      Akter, Mousumi  and
      Sarkar, Souvika  and
      Das, Anupam  and
      Karmaker, Santu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1692/",
    doi = "10.18653/v1/2025.emnlp-main.1692",
    pages = "33352--33373",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shah-johnson-2025-n,
    title = "N-{CORE}: N-View Consistency Regularization for Disentangled Representation Learning in Nonverbal Vocalizations",
    author = "Shah, Siddhant Bikram  and
      Johnson, Kristina T.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1693/",
    doi = "10.18653/v1/2025.emnlp-main.1693",
    pages = "33374--33391",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{park-kim-2025-probability,
    title = "Probability Distribution Collapse: A Critical Bottleneck to Compact Unsupervised Neural Grammar Induction",
    author = "Park, Jinwook  and
      Kim, Kangil",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1694/",
    doi = "10.18653/v1/2025.emnlp-main.1694",
    pages = "33392--33403",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{spangher-etal-2025-spatial,
    title = "Spatial Layouts in News Homepages Capture Human Preferences",
    author = "Spangher, Alexander  and
      Vu, Michael  and
      Kaz, Arda  and
      Zhou, Naitian  and
      Welsh, Ben",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1695/",
    doi = "10.18653/v1/2025.emnlp-main.1695",
    pages = "33404--33420",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hwang-etal-2025-kreta,
    title = "{KRETA}: A Benchmark for {K}orean Reading and Reasoning in Text-Rich {VQA} Attuned to Diverse Visual Contexts",
    author = "Hwang, Taebaek  and
      Kim, Minseo  and
      Lee, Gisang  and
      Kim, Seonuk  and
      Eun, Hyunjun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1696/",
    doi = "10.18653/v1/2025.emnlp-main.1696",
    pages = "33421--33432",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kim-etal-2025-reflact,
    title = "{R}efl{A}ct: World-Grounded Decision Making in {LLM} Agents via Goal-State Reflection",
    author = "Kim, Jeonghye  and
      Rhee, Sojeong  and
      Kim, Minbeom  and
      Kim, Dohyung  and
      Lee, Sangmook  and
      Sung, Youngchul  and
      Jung, Kyomin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1697/",
    doi = "10.18653/v1/2025.emnlp-main.1697",
    pages = "33433--33465",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-compassverifier,
    title = "{C}ompass{V}erifier: A Unified and Robust Verifier for {LLM}s Evaluation and Outcome Reward",
    author = "Liu, Shudong  and
      Liu, Hongwei  and
      Liu, Junnan  and
      Xiao, Linchen  and
      Gao, Songyang  and
      Lyu, Chengqi  and
      Gu, Yuzhe  and
      Zhang, Wenwei  and
      Wong, Derek F.  and
      Zhang, Songyang  and
      Chen, Kai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1698/",
    doi = "10.18653/v1/2025.emnlp-main.1698",
    pages = "33466--33494",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wu-etal-2025-knowledge,
    title = "A Knowledge-driven Adaptive Collaboration of {LLM}s for Enhancing Medical Decision-making",
    author = "Wu, Xiao  and
      Huang, Ting-Zhu  and
      Deng, Liang-Jian  and
      Qiao, Yanyuan  and
      Razzak, Imran  and
      Xie, Yutong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1699/",
    doi = "10.18653/v1/2025.emnlp-main.1699",
    pages = "33495--33512",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{su-etal-2025-castle,
    title = "Castle: Causal Cascade Updates in Relational Databases with Large Language Models",
    author = "Su, Yongye  and
      Zhang, Yucheng  and
      Shi, Zeru  and
      Ribeiro, Bruno  and
      Bertino, Elisa",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1700/",
    doi = "10.18653/v1/2025.emnlp-main.1700",
    pages = "33513--33525",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{raja-etal-2025-idiosyncratic,
    title = "Idiosyncratic Versus Normative Modeling of Atypical Speech Recognition: Dysarthric Case Studies",
    author = "Raja, Vishnu  and
      V Ganesan, Adithya  and
      Syamkumar, Anand  and
      Banerjee, Ritwik  and
      Schwartz, H.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1701/",
    doi = "10.18653/v1/2025.emnlp-main.1701",
    pages = "33526--33537",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{basu-etal-2025-nestful,
    title = "{NESTFUL}: A Benchmark for Evaluating {LLM}s on Nested Sequences of {API} Calls",
    author = "Basu, Kinjal  and
      Abdelaziz, Ibrahim  and
      Kate, Kiran  and
      Agarwal, Mayank  and
      Crouse, Maxwell  and
      Rizk, Yara  and
      Bradford, Kelsey  and
      Munawar, Asim  and
      Kumaravel, Sadhana  and
      Goyal, Saurabh  and
      Wang, Xin  and
      Lastras, Luis A.  and
      Kapanipathi, Pavan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1702/",
    doi = "10.18653/v1/2025.emnlp-main.1702",
    pages = "33538--33547",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{atabuzzaman-etal-2025-benchmarking,
    title = "Benchmarking and Mitigating {MCQA} Selection Bias of Large Vision-Language Models",
    author = "Atabuzzaman, Md.  and
      Asgarov, Ali  and
      Thomas, Chris",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1703/",
    doi = "10.18653/v1/2025.emnlp-main.1703",
    pages = "33548--33562",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kumar-etal-2025-large,
    title = "Can Large Language Models Unlock Novel Scientific Research Ideas?",
    author = "Kumar, Sandeep  and
      Ghosal, Tirthankar  and
      Goyal, Vinayak  and
      Ekbal, Asif",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1704/",
    doi = "10.18653/v1/2025.emnlp-main.1704",
    pages = "33563--33587",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xie-etal-2025-word,
    title = "Word Salad Chopper: Reasoning Models Waste A Ton Of Decoding Budget On Useless Repetitions, Self-Knowingly",
    author = "Xie, Wenya  and
      Zhong, Shaochen  and
      Le, Hoang Anh Duy  and
      Xu, Zhaozhuo  and
      Xie, Jianwen  and
      Liu, Zirui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1705/",
    doi = "10.18653/v1/2025.emnlp-main.1705",
    pages = "33588--33598",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sahoo-etal-2025-diwali,
    title = "{DIWALI} - Diversity and Inclusivity a{W}are cu{L}ture specific Items for {I}ndia: Dataset and Assessment of {LLM}s for Cultural Text Adaptation in {I}ndian Context",
    author = "Sahoo, Pramit  and
      Brahma, Maharaj  and
      Desarkar, Maunendra Sankar",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1706/",
    doi = "10.18653/v1/2025.emnlp-main.1706",
    pages = "33599--33626",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{cao-etal-2025-sync,
    title = "{SYNC}: A Synthetic Long-Context Understanding Benchmark for Controlled Comparisons of Model Capabilities",
    author = "Cao, Shuyang  and
      Zou, Kaijian  and
      Wang, Lu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1707/",
    doi = "10.18653/v1/2025.emnlp-main.1707",
    pages = "33627--33648",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{palen-michel-etal-2025-openner,
    title = "{O}pen{NER} 1.0: Standardized Open-Access Named Entity Recognition Datasets in 50+ Languages",
    author = {Palen-Michel, Chester  and
      Pickering, Maxwell  and
      Kruse, Maya  and
      S{\"a}lev{\"a}, Jonne  and
      Lignos, Constantine},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1708/",
    doi = "10.18653/v1/2025.emnlp-main.1708",
    pages = "33649--33674",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{orwig-etal-2025-mondrian,
    title = "Mondrian: A Framework for Logical Abstract (Re)Structuring",
    author = "Orwig, Elizabeth Grace  and
      Park, Shinwoo  and
      Jin, Hyundong  and
      Han, Yo-Sub",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1709/",
    doi = "10.18653/v1/2025.emnlp-main.1709",
    pages = "33675--33690",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{deguchi-nagata-2025-case,
    title = "Case-Based Decision-Theoretic Decoding with Quality Memories",
    author = "Deguchi, Hiroyuki  and
      Nagata, Masaaki",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1710/",
    doi = "10.18653/v1/2025.emnlp-main.1710",
    pages = "33691--33706",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-prime,
    title = "{PRIME}: Large Language Model Personalization with Cognitive Dual-Memory and Personalized Thought Process",
    author = "Zhang, Xinliang Frederick  and
      Beauchamp, Nicholas  and
      Wang, Lu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1711/",
    doi = "10.18653/v1/2025.emnlp-main.1711",
    pages = "33707--33736",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{agarwal-etal-2025-mechanisms,
    title = "Mechanisms vs. Outcomes: Probing for Syntax Fails to Explain Performance on Targeted Syntactic Evaluations",
    author = "Agarwal, Ananth  and
      Jian, Jasper  and
      Manning, Christopher D  and
      Murty, Shikhar",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1712/",
    doi = "10.18653/v1/2025.emnlp-main.1712",
    pages = "33737--33757",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{huang-etal-2025-image,
    title = "Image Difference Captioning via Adversarial Preference Optimization",
    author = "Huang, Zihan  and
      Wu, Junda  and
      Surana, Rohan  and
      Yu, Tong  and
      Arbour, David  and
      Sinha, Ritwik  and
      McAuley, Julian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1713/",
    doi = "10.18653/v1/2025.emnlp-main.1713",
    pages = "33758--33770",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ramezanali-etal-2025-seqbench,
    title = "seq{B}ench: A Tunable Benchmark to Quantify Sequential Reasoning Limits of {LLM}s",
    author = "Ramezanali, Mohammad  and
      Vazifeh, Mo  and
      Santi, Paolo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1714/",
    doi = "10.18653/v1/2025.emnlp-main.1714",
    pages = "33771--33792",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hong-etal-2025-normgenesis,
    title = "{N}orm{G}enesis: Multicultural Dialogue Generation via Exemplar-Guided Social Norm Modeling and Violation Recovery",
    author = "Hong, Minki  and
      Choi, Jangho  and
      Kim, Jihie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1715/",
    doi = "10.18653/v1/2025.emnlp-main.1715",
    pages = "33793--33831",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wei-etal-2025-satbench,
    title = "{SATB}ench: Benchmarking {LLM}s' Logical Reasoning via Automated Puzzle Generation from {SAT} Formulas",
    author = "Wei, Anjiang  and
      Wu, Yuheng  and
      Wan, Yingjia  and
      Suresh, Tarun  and
      Tan, Huanmi  and
      Zhou, Zhanke  and
      Koyejo, Sanmi  and
      Wang, Ke  and
      Aiken, Alex",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1716/",
    doi = "10.18653/v1/2025.emnlp-main.1716",
    pages = "33832--33849",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kim-etal-2025-data,
    title = "Data Descriptions from Large Language Models with Influence Estimation",
    author = "Kim, Chaeri  and
      Bae, Jaeyeon  and
      Kim, Taehwan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1717/",
    doi = "10.18653/v1/2025.emnlp-main.1717",
    pages = "33850--33867",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wei-etal-2025-equibench,
    title = "{E}qui{B}ench: Benchmarking Large Language Models' Reasoning about Program Semantics via Equivalence Checking",
    author = "Wei, Anjiang  and
      Cao, Jiannan  and
      Li, Ran  and
      Chen, Hongyu  and
      Zhang, Yuhui  and
      Wang, Ziheng  and
      Liu, Yuan  and
      Teixeira, Thiago S. F. X.  and
      Yang, Diyi  and
      Wang, Ke  and
      Aiken, Alex",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1718/",
    doi = "10.18653/v1/2025.emnlp-main.1718",
    pages = "33868--33881",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-microedit,
    title = "{M}icro{E}dit: Neuron-level Knowledge Disentanglement and Localization in Lifelong Model Editing",
    author = "Wang, Shiqi  and
      Wang, Qi  and
      Niu, Runliang  and
      Kong, He  and
      Chang, Yi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1719/",
    doi = "10.18653/v1/2025.emnlp-main.1719",
    pages = "33882--33896",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{meconi-etal-2025-large,
    title = "Do Large Language Models Understand Word Senses?",
    author = "Meconi, Domenico  and
      Stirpe, Simone  and
      Martelli, Federico  and
      Lavalle, Leonardo  and
      Navigli, Roberto",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1720/",
    doi = "10.18653/v1/2025.emnlp-main.1720",
    pages = "33897--33916",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{deshpande-etal-2025-diverse,
    title = "Diverse, not Short: A Length-Controlled Data Selection Strategy for Improving Response Diversity of Language Models",
    author = "Deshpande, Vijeta  and
      Ghose, Debasmita  and
      Patterson, John D  and
      Beaty, Roger E.  and
      Rumshisky, Anna",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1721/",
    doi = "10.18653/v1/2025.emnlp-main.1721",
    pages = "33917--33938",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tang-etal-2025-uncovering,
    title = "Uncovering the Bigger Picture: Comprehensive Event Understanding Via Diverse News Retrieval",
    author = "Tang, Yixuan  and
      Shi, Yuanyuan  and
      Sun, Yiqun  and
      Tung, Anthony Kum Hoe",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1722/",
    doi = "10.18653/v1/2025.emnlp-main.1722",
    pages = "33939--33957",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bu-etal-2025-personalized,
    title = "Personalized {LLM} Decoding via Contrasting Personal Preference",
    author = "Bu, Hyungjune  and
      Jung, ChanJoo  and
      Kang, Minjae  and
      Kim, Jaehyung",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1723/",
    doi = "10.18653/v1/2025.emnlp-main.1723",
    pages = "33958--33978",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tang-etal-2025-missing,
    title = "The Missing Parts: Augmenting Fact Verification with Half Truth Detection",
    author = "Tang, Yixuan  and
      Wang, Jincheng  and
      Tung, Anthony Kum Hoe",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1724/",
    doi = "10.18653/v1/2025.emnlp-main.1724",
    pages = "33979--33996",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xiao-etal-2025-toward,
    title = "Toward Machine Translation Literacy: How Lay Users Perceive and Rely on Imperfect Translations",
    author = "Xiao, Yimin  and
      Zhang, Yongle  and
      Ki, Dayeon  and
      Bao, Calvin  and
      Martindale, Marianna J.  and
      Vaughn, Charlotte  and
      Gao, Ge  and
      Carpuat, Marine",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1725/",
    doi = "10.18653/v1/2025.emnlp-main.1725",
    pages = "33997--34014",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{moscato-etal-2025-personalization,
    title = "Personalization up to a Point: Why Personalized Content Moderation Needs Boundaries, and How We Can Enforce Them",
    author = {Moscato, Emanuele  and
      Hu, Tiancheng  and
      Orlikowski, Matthias  and
      R{\"o}ttger, Paul  and
      Nozza, Debora},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1726/",
    doi = "10.18653/v1/2025.emnlp-main.1726",
    pages = "34015--34029",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{brian-etal-2025-mpcg,
    title = "{MPCG}: Multi-Round Persona-Conditioned Generation for Modeling the Evolution of Misinformation with {LLM}s",
    author = "Brian, Chong Jun Rong  and
      Tang, Yixuan  and
      Tung, Anthony Kum Hoe",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1727/",
    doi = "10.18653/v1/2025.emnlp-main.1727",
    pages = "34030--34064",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hong-etal-2025-litex,
    title = "{L}i{TE}x: A Linguistic Taxonomy of Explanations for Understanding Within-Label Variation in Natural Language Inference",
    author = "Hong, Pingjun  and
      Chen, Beiduo  and
      Peng, Siyao  and
      de Marneffe, Marie-Catherine  and
      Plank, Barbara",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1728/",
    doi = "10.18653/v1/2025.emnlp-main.1728",
    pages = "34065--34085",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bonomo-etal-2025-literaryqa,
    title = "{L}iterary{QA}: Towards Effective Evaluation of Long-document Narrative {QA}",
    author = "Bonomo, Tommaso  and
      Gioffr{\'e}, Luca  and
      Navigli, Roberto",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1729/",
    doi = "10.18653/v1/2025.emnlp-main.1729",
    pages = "34086--34107",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kim-etal-2025-fillerspeech,
    title = "{F}iller{S}peech: Towards Human-Like Text-to-Speech Synthesis with Filler Insertion and Filler Style Control",
    author = "Kim, Seung-Bin  and
      Cha, Jun-Hyeok  and
      Oh, Hyung-Seok  and
      Choi, Heejin  and
      Lee, Seong-Whan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1730/",
    doi = "10.18653/v1/2025.emnlp-main.1730",
    pages = "34108--34125",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{moroni-etal-2025-multi,
    title = "Multi-{LM}entry: Can Multilingual {LLM}s Solve Elementary Tasks Across Languages?",
    author = "Moroni, Luca  and
      Aula-Blasco, Javier  and
      Conia, Simone  and
      Baucells, Irene  and
      Perez, Naiara  and
      Su{\'a}rez, Silvia Paniagua  and
      Sall{\'e}s, Anna  and
      Ostendorff, Malte  and
      Falc{\~a}o, J{\'u}lia  and
      Son, Guijin  and
      Gonzalez-Agirre, Aitor  and
      Navigli, Roberto  and
      Villegas, Marta",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1731/",
    doi = "10.18653/v1/2025.emnlp-main.1731",
    pages = "34126--34157",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-lookahead,
    title = "Lookahead {Q}-Cache: Achieving More Consistent {KV} Cache Eviction via Pseudo Query",
    author = "Wang, Yixuan  and
      Ji, Shiyu  and
      Liu, Yijun  and
      Xu, Yuzhuang  and
      Xu, Yang  and
      Zhu, Qingfu  and
      Che, Wanxiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1732/",
    doi = "10.18653/v1/2025.emnlp-main.1732",
    pages = "34158--34174",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{vecchi-etal-2025-perspectivemod,
    title = "{P}erspective{M}od: A Perspectivist Resource for Deliberative Moderation",
    author = "Vecchi, Eva Maria  and
      Falk, Neele  and
      Quensel, Carlotta  and
      Jundi, Iman  and
      Lapesa, Gabriella",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1733/",
    doi = "10.18653/v1/2025.emnlp-main.1733",
    pages = "34175--34198",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sun-etal-2025-loct,
    title = "{L}o{C}t-Instruct: An Automatic Pipeline for Constructing Datasets of Logical Continuous Instructions",
    author = "Sun, Hongyu  and
      Sakai, Yusuke  and
      Sakajo, Haruki  and
      Ozaki, Shintaro  and
      Hayashi, Kazuki  and
      Kamigaito, Hidetaka  and
      Watanabe, Taro",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1734/",
    doi = "10.18653/v1/2025.emnlp-main.1734",
    pages = "34199--34218",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{verma-etal-2025-codessm,
    title = "{C}ode{SSM}: Towards State Space Models for Code Understanding",
    author = "Verma, Shweta  and
      Anand, Abhinav  and
      Mezini, Mira",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1735/",
    doi = "10.18653/v1/2025.emnlp-main.1735",
    pages = "34219--34235",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{naeem-etal-2025-eduadapt,
    title = "{E}du{A}dapt: A Question Answer Benchmark Dataset for Evaluating Grade-Level Adaptability in {LLM}s",
    author = "Naeem, Numaan  and
      El Mekki, Abdellah  and
      Abdul-Mageed, Muhammad",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1736/",
    doi = "10.18653/v1/2025.emnlp-main.1736",
    pages = "34236--34263",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{martinelli-etal-2025-xcore,
    title = "x{C}o{R}e: Cross-context Coreference Resolution",
    author = "Martinelli, Giuliano  and
      Gatti, Bruno  and
      Navigli, Roberto",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1737/",
    doi = "10.18653/v1/2025.emnlp-main.1737",
    pages = "34264--34278",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hwang-etal-2025-retrieval,
    title = "Retrieval-Augmented Generation with Estimation of Source Reliability",
    author = "Hwang, Jeongyeon  and
      Park, Junyoung  and
      Park, Hyejin  and
      Kim, Dongwoo  and
      Park, Sangdon  and
      Ok, Jungseul",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1738/",
    doi = "10.18653/v1/2025.emnlp-main.1738",
    pages = "34279--34303",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{akarajaradwong-etal-2025-nitibench,
    title = "{N}iti{B}ench: Benchmarking {LLM} Frameworks on {T}hai Legal Question Answering Capabilities",
    author = "Akarajaradwong, Pawitsapak  and
      Pothavorn, Pirat  and
      Chaksangchaichot, Chompakorn  and
      Tasawong, Panuthep  and
      Nopparatbundit, Thitiwat  and
      Pratai, Keerakiat  and
      Nutanong, Sarana",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1739/",
    doi = "10.18653/v1/2025.emnlp-main.1739",
    pages = "34304--34327",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mi-etal-2025-input,
    title = "From Input Perception to Predictive Insight: Modeling Model Blind Spots Before They Become Errors",
    author = "Mi, Maggie  and
      Villavicencio, Aline  and
      Moosavi, Nafise Sadat",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1740/",
    doi = "10.18653/v1/2025.emnlp-main.1740",
    pages = "34328--34341",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{aljabari-etal-2025-wojoodrelations,
    title = "$\mathrm{Wojood^{Relations}}$: {A}rabic Relation Extraction Corpus and Modeling",
    author = "Aljabari, Alaa  and
      Khalilia, Mohammed  and
      Jarrar, Mustafa",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1741/",
    doi = "10.18653/v1/2025.emnlp-main.1741",
    pages = "34342--34360",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kurfali-2025-conflicting,
    title = "Conflicting Needles in a Haystack: How {LLM}s behave when faced with contradictory information",
    author = {Kurfali, Murathan  and
      {\"O}stling, Robert},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1742/",
    doi = "10.18653/v1/2025.emnlp-main.1742",
    pages = "34361--34376",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{liu-etal-2025-towards-event,
    title = "Towards Event Extraction with Massive Types: {LLM}-based Collaborative Annotation and Partitioning Extraction",
    author = "Liu, Wenxuan  and
      Li, Zixuan  and
      Bai, Long  and
      Zuo, Yuxin  and
      Xu, Daozhu  and
      Jin, Xiaolong  and
      Guo, Jiafeng  and
      Cheng, Xueqi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1743/",
    doi = "10.18653/v1/2025.emnlp-main.1743",
    pages = "34377--34399",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shen-etal-2025-liaozhai,
    title = "Liaozhai through the Looking-Glass: On Paratextual Explicitation of Culture-Bound Terms in Machine Translation",
    author = "Shen, Sherrie  and
      Wang, Weixuan  and
      Birch, Alexandra",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1744/",
    doi = "10.18653/v1/2025.emnlp-main.1744",
    pages = "34400--34416",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ghonim-etal-2025-concept,
    title = "Concept-pedia: a Wide-coverage Semantically-annotated Multimodal Dataset",
    author = "Ghonim, Karim  and
      Bejgu, Andrei Stefan  and
      Fern{\'a}ndez-Castro, Alberte  and
      Navigli, Roberto",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1745/",
    doi = "10.18653/v1/2025.emnlp-main.1745",
    pages = "34417--34438",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ghonim-etal-2025-raed,
    title = "{RAED}: Retrieval-Augmented Entity Description Generation for Emerging Entity Linking and Disambiguation",
    author = "Ghonim, Karim  and
      Huguet Cabot, Pere-Llu{\'i}s  and
      Orlando, Riccardo  and
      Navigli, Roberto",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1746/",
    doi = "10.18653/v1/2025.emnlp-main.1746",
    pages = "34439--34452",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kim-etal-2025-personalized,
    title = "Personalized Language Models via Privacy-Preserving Evolutionary Model Merging",
    author = "Kim, Kyuyoung  and
      Shin, Jinwoo  and
      Kim, Jaehyung",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1747/",
    doi = "10.18653/v1/2025.emnlp-main.1747",
    pages = "34453--34468",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{srijith-etal-2025-aligning,
    title = "Aligning Text/Speech Representations from Multimodal Models with {MEG} Brain Activity During Listening",
    author = "Srijith, Padakanti  and
      Pahwa, Khushbu  and
      Mamidi, Radhika  and
      Surampudi, Bapi Raju  and
      Gupta, Manish  and
      Oota, Subba Reddy",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1748/",
    doi = "10.18653/v1/2025.emnlp-main.1748",
    pages = "34469--34486",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{maddela-etal-2025-starqa,
    title = "{STARQA}: A Question Answering Dataset for Complex Analytical Reasoning over Structured Databases",
    author = "Maddela, Mounica  and
      Xie, Lingjue  and
      Preotiuc-Pietro, Daniel  and
      Mausam",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1749/",
    doi = "10.18653/v1/2025.emnlp-main.1749",
    pages = "34487--34499",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hong-etal-2025-slim,
    title = "Slim-{SC}: Thought Pruning for Efficient Scaling with Self-Consistency",
    author = "Hong, Colin  and
      Guo, Xu  and
      Singh, Anand Chaanan  and
      Choukse, Esha  and
      Ustiugov, Dmitrii",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1750/",
    doi = "10.18653/v1/2025.emnlp-main.1750",
    pages = "34500--34517",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{an-etal-2025-long,
    title = "Long Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition",
    author = "An, Chenxin  and
      Xie, Zhihui  and
      Li, Xiaonan  and
      Zhong, Ming  and
      Gong, Shansan  and
      Li, Lei  and
      Zhang, Jun  and
      Xu, Jingjing  and
      Kong, Lingpeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1751/",
    doi = "10.18653/v1/2025.emnlp-main.1751",
    pages = "34518--34534",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kuzmin-etal-2025-exploring,
    title = "Exploring Large Language Models for Detecting Mental Disorders",
    author = "Kuzmin, Gleb  and
      Strepetov, Petr  and
      Stankevich, Maksim  and
      Chudova, Natalia  and
      Shelmanov, Artem  and
      Smirnov, Ivan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1752/",
    doi = "10.18653/v1/2025.emnlp-main.1752",
    pages = "34535--34559",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ko-etal-2025-efficient,
    title = "Efficient Real-time Refinement of Language Model Text Generation",
    author = "Ko, Joonho  and
      Baek, Jinheon  and
      Hwang, Sung Ju",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1753/",
    doi = "10.18653/v1/2025.emnlp-main.1753",
    pages = "34560--34573",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gwak-etal-2025-reward,
    title = "Reward-Weighted Sampling: Enhancing Non-Autoregressive Characteristics in Masked Diffusion {LLM}s",
    author = "Gwak, Daehoon  and
      Jung, Minseo  and
      Park, Junwoo  and
      Park, Minho  and
      Park, ChaeHun  and
      Hyung, Junha  and
      Choo, Jaegul",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1754/",
    doi = "10.18653/v1/2025.emnlp-main.1754",
    pages = "34574--34594",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{donmez-etal-2025-ai,
    title = "{AI} Argues Differently: Distinct Argumentative and Linguistic Patterns of {LLM}s in Persuasive Contexts",
    author = {D{\"o}nmez, Esra  and
      Maurer, Maximilian  and
      Lapesa, Gabriella  and
      Falenska, Agnieszka},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1755/",
    doi = "10.18653/v1/2025.emnlp-main.1755",
    pages = "34595--34626",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hassine-etal-2025-tounsibench,
    title = "{T}ounsi{B}ench: Benchmarking Large Language Models for {T}unisian {A}rabic",
    author = "Hassine, Souha Ben  and
      Arrak, Asma  and
      Addhoum, Marouene  and
      Wilson, Steven R",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1756/",
    doi = "10.18653/v1/2025.emnlp-main.1756",
    pages = "34627--34642",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{rehbein-etal-2025-moral-framing,
    title = "Moral Framing in Politics ({MF}i{P}): A new resource and models for moral framing",
    author = "Rehbein, Ines  and
      Reinig, Ines  and
      Ponzetto, Simone Paolo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1757/",
    doi = "10.18653/v1/2025.emnlp-main.1757",
    pages = "34643--34663",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{agarwal-etal-2025-redepress,
    title = "{R}e{D}epress: A Cognitive Framework for Detecting Depression Relapse from Social Media",
    author = "Agarwal, Aakash Kumar  and
      Bhattacharjee, Saprativa  and
      Rastogi, Mauli  and
      Jacob, Jemima S.  and
      Banerjee, Biplab  and
      Gupta, Rashmi  and
      Bhattacharyya, Pushpak",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1758/",
    doi = "10.18653/v1/2025.emnlp-main.1758",
    pages = "34664--34682",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{olvera-etal-2025-iknow,
    title = "i{K}now-audio: Integrating Knowledge Graphs with Audio-Language Models",
    author = {Olvera, Michel  and
      Wang, Changhong  and
      Stamatiadis, Paraskevas  and
      Richard, Ga{\"e}l  and
      Essid, Slim},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1759/",
    doi = "10.18653/v1/2025.emnlp-main.1759",
    pages = "34683--34700",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ray-etal-2025-eduvidqa,
    title = "{E}du{V}id{QA}: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos",
    author = "Ray, Sourjyadip  and
      Sharma, Shubham  and
      Aditya, Somak  and
      Goyal, Pawan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1760/",
    doi = "10.18653/v1/2025.emnlp-main.1760",
    pages = "34701--34727",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{janiak-etal-2025-illusion,
    title = "The Illusion of Progress: Re-evaluating Hallucination Detection in {LLM}s",
    author = "Janiak, Denis  and
      Binkowski, Jakub  and
      Sawczyn, Albert  and
      Gabrys, Bogdan  and
      Shwartz-Ziv, Ravid  and
      Kajdanowicz, Tomasz Jan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1761/",
    doi = "10.18653/v1/2025.emnlp-main.1761",
    pages = "34728--34745",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sachdeva-etal-2025-turning,
    title = "Turning Logic Against Itself: Probing Model Defenses Through Contrastive Questions",
    author = "Sachdeva, Rachneet Singh  and
      Hazra, Rima  and
      Gurevych, Iryna",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1762/",
    doi = "10.18653/v1/2025.emnlp-main.1762",
    pages = "34746--34776",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{semnani-etal-2025-churro,
    title = "{CHURRO}: Making History Readable with an Open-Weight Large Vision-Language Model for High-Accuracy, Low-Cost Historical Text Recognition",
    author = "Semnani, Sina  and
      Zhang, Han  and
      He, Xinyan  and
      Tekgurler, Merve  and
      Lam, Monica",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1763/",
    doi = "10.18653/v1/2025.emnlp-main.1763",
    pages = "34777--34824",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{pendzel-minkov-2025-towards,
    title = "Towards Author-informed {NLP}: Mind the Social Bias",
    author = "Pendzel, Inbar  and
      Minkov, Einat",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1764/",
    doi = "10.18653/v1/2025.emnlp-main.1764",
    pages = "34825--34838",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{semnani-etal-2025-detecting,
    title = "Detecting Corpus-Level Knowledge Inconsistencies in {W}ikipedia with Large Language Models",
    author = "Semnani, Sina  and
      Burapacheep, Jirayu  and
      Khatua, Arpandeep  and
      Atchariyachanvanit, Thanawan  and
      Wang, Zheng  and
      Lam, Monica",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1765/",
    doi = "10.18653/v1/2025.emnlp-main.1765",
    pages = "34839--34866",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kim-etal-2025-leveraging,
    title = "Leveraging Multilingual Training for Authorship Representation: Enhancing Generalization across Languages and Domains",
    author = "Kim, Junghwan  and
      Zhang, Haotian  and
      Jurgens, David",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1766/",
    doi = "10.18653/v1/2025.emnlp-main.1766",
    pages = "34867--34892",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhao-etal-2025-drfrattn,
    title = "{D}r{F}rattn: Directly Learn Adaptive Policy from Attention for Simultaneous Machine Translation",
    author = "Zhao, Libo  and
      Li, Jing  and
      Zeng, Ziqian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1767/",
    doi = "10.18653/v1/2025.emnlp-main.1767",
    pages = "34893--34906",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{patel-etal-2025-sound,
    title = "The Sound of Syntax: Finetuning and Comprehensive Evaluation of Language Models for Speech Pathology",
    author = "Patel, Fagun  and
      Nguyen, Duc Quang  and
      Truong, Sang T.  and
      Vaynshtok, Jody  and
      Koyejo, Sanmi  and
      Haber, Nick",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1768/",
    doi = "10.18653/v1/2025.emnlp-main.1768",
    pages = "34907--34925",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{abbasi-etal-2025-normxlogit,
    title = "{N}orm{XL}ogit: The Head-on-Top Never Lies",
    author = "Abbasi, Sina  and
      Modarres, Mohammad Reza  and
      Pilehvar, Mohammad Taher",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1769/",
    doi = "10.18653/v1/2025.emnlp-main.1769",
    pages = "34926--34947",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jain-etal-2025-doc2chart,
    title = "{D}oc2{C}hart: Intent-Driven Zero-Shot Chart Generation from Documents",
    author = "Jain, Akriti  and
      Ramu, Pritika  and
      Garimella, Aparna  and
      Saxena, Apoorv",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1770/",
    doi = "10.18653/v1/2025.emnlp-main.1770",
    pages = "34948--34963",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-breaking,
    title = "Breaking Agents: Compromising Autonomous {LLM} Agents Through Malfunction Amplification",
    author = "Zhang, Boyang  and
      Tan, Yicong  and
      Shen, Yun  and
      Salem, Ahmed  and
      Backes, Michael  and
      Zannettou, Savvas  and
      Zhang, Yang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1771/",
    doi = "10.18653/v1/2025.emnlp-main.1771",
    pages = "34964--34976",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{premsri-kordjamshidi-2025-forest,
    title = "{F}o{REST}: Frame of Reference Evaluation in Spatial Reasoning Tasks",
    author = "Premsri, Tanawan  and
      Kordjamshidi, Parisa",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1772/",
    doi = "10.18653/v1/2025.emnlp-main.1772",
    pages = "34977--35003",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{goworek-dubossarsky-2025-multilinguality,
    title = "Multilinguality Does not Make Sense: Investigating Factors Behind Zero-Shot Cross-Lingual Transfer in Sense-Aware Tasks",
    author = "Goworek, Roksana  and
      Dubossarsky, Haim",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1773/",
    doi = "10.18653/v1/2025.emnlp-main.1773",
    pages = "35004--35029",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{oncevay-etal-2025-translating,
    title = "Translating Domain-Specific Terminology in Typologically-Diverse Languages: A Study in Tax and Financial Education",
    author = "Oncevay, Arturo  and
      Kochkina, Elena  and
      Ramani, Keshav  and
      Aguda, Toyin  and
      Kaur, Simerjot  and
      Smiley, Charese",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1774/",
    doi = "10.18653/v1/2025.emnlp-main.1774",
    pages = "35030--35044",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{sawada-goyal-2025-train,
    title = "Train It and Forget It: Merge Lists are Unnecessary for {BPE} Inference in Language Models",
    author = "Sawada, Tomohiro  and
      Goyal, Kartik",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1775/",
    doi = "10.18653/v1/2025.emnlp-main.1775",
    pages = "35045--35058",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{jha-reagen-2025-spectral,
    title = "Spectral Scaling Laws in Language Models: emph{How Effectively Do Feed-Forward Networks Use Their Latent Space?}",
    author = "Jha, Nandan Kumar  and
      Reagen, Brandon",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1776/",
    doi = "10.18653/v1/2025.emnlp-main.1776",
    pages = "35059--35070",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gao-etal-2025-tlue,
    title = "{TLUE}: A {T}ibetan Language Understanding Evaluation Benchmark",
    author = "Gao, Fan  and
      Huang, Cheng  and
      Liu, Yutong  and
      Tashi, Nyima  and
      Wang, Xiangxiang  and
      Tsering, Thupten  and
      Ma-bao, Ban  and
      Duojie, Renzeng  and
      Luosang, Gadeng  and
      Dongrub, Rinchen  and
      Tashi, Dorje  and
      Cd, Xiao Feng  and
      Yu, Yongbin  and
      Wang, Hao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1777/",
    doi = "10.18653/v1/2025.emnlp-main.1777",
    pages = "35071--35097",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-retrieving,
    title = "Retrieving Support to Rank Answers in Open-Domain Question Answering",
    author = "Zhang, Zeyu  and
      Moschitti, Alessandro  and
      Vu, Thuy",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1778/",
    doi = "10.18653/v1/2025.emnlp-main.1778",
    pages = "35098--35105",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zahradnik-suppa-2025-trojsten,
    title = "Trojsten Benchmark: Evaluating {LLM} Problem-Solving in {S}lovak {STEM} Competition Problems",
    author = "Zahradn{\'i}k, Adam  and
      Suppa, Marek",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1779/",
    doi = "10.18653/v1/2025.emnlp-main.1779",
    pages = "35106--35121",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{filho-etal-2025-brspeech,
    title = "{BRS}peech-{DF}: A Deep Fake Synthetic Speech Dataset for {P}ortuguese Zero-Shot {TTS}",
    author = "Filho, Alexandre Costa Ferro  and
      Virgilli, Rafaello  and
      Souza, Lucas Alcantara  and
      de Oliveira, F S  and
      Ferreira, Marcelo Henrique Lopes  and
      Tunnermann, Daniel  and
      Oliveira, Gustavo Dos Reis  and
      Soares, Anderson Da Silva  and
      Galv{\~a}o Filho, Arlindo Rodrigues",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1780/",
    doi = "10.18653/v1/2025.emnlp-main.1780",
    pages = "35122--35127",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ghosh-etal-2025-simple,
    title = "A Simple Yet Effective Method for Non-Refusing Context Relevant Fine-grained Safety Steering in {LLM}s",
    author = "Ghosh, Shaona  and
      Bhattacharjee, Amrita  and
      Ziser, Yftah  and
      Parisien, Christopher",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1781/",
    doi = "10.18653/v1/2025.emnlp-main.1781",
    pages = "35128--35148",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{kapali-etal-2025-statistical,
    title = "Statistical and Neural Methods for {H}awaiian Orthography Modernization",
    author = "Kapali, Jaden  and
      Williamson, Keaton  and
      Wu, Winston",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1782/",
    doi = "10.18653/v1/2025.emnlp-main.1782",
    pages = "35149--35155",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{bhyravajjula-etal-2025-much,
    title = "so much depends / upon / a whitespace: Why Whitespace Matters for Poets and {LLM}s",
    author = "Bhyravajjula, Sriharsh  and
      Walsh, Melanie  and
      Preus, Anna  and
      Antoniak, Maria",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1783/",
    doi = "10.18653/v1/2025.emnlp-main.1783",
    pages = "35156--35173",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{zhang-etal-2025-certified,
    title = "Certified Mitigation of Worst-Case {LLM} Copyright Infringement",
    author = "Zhang, Jingyu  and
      Yu, Jiacan  and
      Marone, Marc  and
      Van Durme, Benjamin  and
      Khashabi, Daniel",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1784/",
    doi = "10.18653/v1/2025.emnlp-main.1784",
    pages = "35174--35195",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{tulchinskii-etal-2025-quantifying,
    title = "Quantifying Logical Consistency in Transformers via Query-Key Alignment",
    author = "Tulchinskii, Eduard  and
      Kushnareva, Laida  and
      Voznyuk, Anastasia  and
      Andriiainen, Andrei  and
      Piontkovskaya, Irina  and
      Burnaev, Evgeny  and
      Barannikov, Serguei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1785/",
    doi = "10.18653/v1/2025.emnlp-main.1785",
    pages = "35196--35211",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{dou-etal-2025-simulatorarena,
    title = "{S}imulator{A}rena: Are User Simulators Reliable Proxies for Multi-Turn Evaluation of {AI} Assistants?",
    author = "Dou, Yao  and
      Galley, Michel  and
      Peng, Baolin  and
      Kedzie, Chris  and
      Cai, Weixin  and
      Ritter, Alan  and
      Quirk, Chris  and
      Xu, Wei  and
      Gao, Jianfeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1786/",
    doi = "10.18653/v1/2025.emnlp-main.1786",
    pages = "35212--35290",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{han-etal-2025-courtreasoner,
    title = "{C}ourt{R}easoner: Can {LLM} Agents Reason Like Judges?",
    author = "Han, Sophia Simeng  and
      Takashima, Yoshiki  and
      Shen, Shannon Zejiang  and
      Liu, Chen  and
      Liu, Yixin  and
      Thuo, Roque K.  and
      Knowlton, Sonia  and
      Piskac, Ruzica  and
      Shapiro, Scott J  and
      Cohan, Arman",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1787/",
    doi = "10.18653/v1/2025.emnlp-main.1787",
    pages = "35291--35306",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{majumder-etal-2025-typical,
    title = "Not Your Typical Government Tipline: {LLM}-Assisted Routing of Environmental Protection Agency Citizen Tips",
    author = "Majumder, Sharanya  and
      Li, Zehua  and
      Ouyang, Derek  and
      Rodolfa, Kit T  and
      Eneva, Elena  and
      Nyarko, Julian  and
      Ho, Daniel E.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1788/",
    doi = "10.18653/v1/2025.emnlp-main.1788",
    pages = "35307--35315",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ko-etal-2025-retracing,
    title = "Retracing the Past: {LLM}s Emit Training Data When They Get Lost",
    author = "Ko, Myeongseob  and
      Billa, Nikhil Reddy  and
      Nguyen, Adam  and
      Fleming, Charles  and
      Jin, Ming  and
      Jia, Ruoxi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1789/",
    doi = "10.18653/v1/2025.emnlp-main.1789",
    pages = "35316--35337",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{he-etal-2025-layer,
    title = "Layer-wise Minimal Pair Probing Reveals Contextual Grammatical-Conceptual Hierarchy in Speech Representations",
    author = "He, Linyang  and
      Wang, Qiaolin  and
      Jiang, Xilin  and
      Mesgarani, Nima",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1790/",
    doi = "10.18653/v1/2025.emnlp-main.1790",
    pages = "35338--35353",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{umarova-etal-2025-current,
    title = "Current Semantic-change Quantification Methods Struggle with Discovery in the Wild",
    author = "Umarova, Khonzoda  and
      Lee, Lillian  and
      Kim, Laerdon",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1791/",
    doi = "10.18653/v1/2025.emnlp-main.1791",
    pages = "35354--35367",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{patel-etal-2025-evaluating,
    title = "Evaluating Large Language Models for Detecting Antisemitism",
    author = "Patel, Jay  and
      Mehta, Hrudayangam  and
      Blackburn, Jeremy",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1792/",
    doi = "10.18653/v1/2025.emnlp-main.1792",
    pages = "35368--35397",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{gao-etal-2025-rag,
    title = "{D}-{RAG}: Differentiable Retrieval-Augmented Generation for Knowledge Graph Question Answering",
    author = "Gao, Guangze  and
      Li, Zixuan  and
      Yuan, Chunfeng  and
      Li, Jiawei  and
      Jianzhuo, Wu  and
      Zhang, Yuehao  and
      Jin, Xiaolong  and
      Li, Bing  and
      Hu, Weiming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1793/",
    doi = "10.18653/v1/2025.emnlp-main.1793",
    pages = "35398--35417",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{luong-etal-2025-towards,
    title = "Towards Robust Mathematical Reasoning",
    author = "Luong, Thang  and
      Hwang, Dawsen  and
      Nguyen, Hoang H  and
      Ghiasi, Golnaz  and
      Chervonyi, Yuri  and
      Seo, Insuk  and
      Kim, Junsu  and
      Bingham, Garrett  and
      Lee, Jonathan  and
      Mishra, Swaroop  and
      Zhai, Alex  and
      Hu, Huiyi  and
      Michalewski, Henryk  and
      Kim, Jimin  and
      Ahn, Jeonghyun  and
      Bae, Junhwi  and
      Song, Xingyou  and
      Trinh, Trieu Hoang  and
      Le, Quoc V  and
      Jung, Junehyuk",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1794/",
    doi = "10.18653/v1/2025.emnlp-main.1794",
    pages = "35418--35442",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{xing-etal-2025-table,
    title = "Table-{LLM}-Specialist: Language Model Specialists for Tables using Iterative Fine-tuning",
    author = "Xing, Junjie  and
      He, Yeye  and
      Zhou, Mengyu  and
      Dong, Haoyu  and
      Han, Shi  and
      Zhang, Dongmei  and
      Chaudhuri, Surajit",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1795/",
    doi = "10.18653/v1/2025.emnlp-main.1795",
    pages = "35443--35460",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{mullick-etal-2025-introducing,
    title = "Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents",
    author = "Mullick, Ankan  and
      Bose, Sombit  and
      Saha, Rounak  and
      Bhowmick, Ayan Kumar  and
      Vempaty, Aditya  and
      Dey, Prasenjit  and
      Kokku, Ravi  and
      Goyal, Pawan  and
      Ganguly, Niloy",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1796/",
    doi = "10.18653/v1/2025.emnlp-main.1796",
    pages = "35461--35489",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{altemeyer-etal-2025-argument,
    title = "Argument Summarization and its Evaluation in the Era of Large Language Models",
    author = "Altemeyer, Moritz  and
      Eger, Steffen  and
      Daxenberger, Johannes  and
      Chen, Yanran  and
      Altendorf, Tim  and
      Cimiano, Philipp  and
      Schiller, Benjamin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1797/",
    doi = "10.18653/v1/2025.emnlp-main.1797",
    pages = "35490--35511",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hughes-etal-2025-computational,
    title = "Computational Analysis of Conversation Dynamics through Participant Responsivity",
    author = "Hughes, Margaret  and
      Roy, Brandon  and
      Poole-Dayan, Elinor  and
      Roy, Deb  and
      Kabbara, Jad",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1798/",
    doi = "10.18653/v1/2025.emnlp-main.1798",
    pages = "35512--35531",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{lee-etal-2025-amq,
    title = "{AMQ}: Enabling {A}uto{ML} for Mixed-precision Weight-Only Quantization of Large Language Models",
    author = "Lee, Sangjun  and
      Woo, Seung-taek  and
      Jin, Jun-gyu  and
      Lee, Changhun  and
      Park, Eunhyeok",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1799/",
    doi = "10.18653/v1/2025.emnlp-main.1799",
    pages = "35532--35550",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{benito-santos-ghajari-2025-beyond,
    title = "Beyond Averages: Learning with Annotator Disagreement in {STS}",
    author = "Benito-Santos, Alejandro  and
      Ghajari, Adrian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1800/",
    doi = "10.18653/v1/2025.emnlp-main.1800",
    pages = "35551--35557",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{hu-etal-2025-dipper,
    title = "Dipper: Diversity in Prompts for Producing Large Language Model Ensembles in Reasoning Tasks",
    author = "Hu, Wenyang  and
      Lau, Gregory Kang Ruey  and
      Diwen, Liu  and
      Jizhuo, Chen  and
      Ng, See-Kiong  and
      Low, Bryan Kian Hsiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1801/",
    doi = "10.18653/v1/2025.emnlp-main.1801",
    pages = "35558--35572",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{ebrahimi-peltonen-2025-constrained,
    title = "Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics",
    author = "Ebrahimi, Seyedeh Fatemeh  and
      Peltonen, Jaakko",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1802/",
    doi = "10.18653/v1/2025.emnlp-main.1802",
    pages = "35573--35598",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{el-naggar-etal-2025-word,
    title = "Which Word Orders Facilitate Length Generalization in {LM}s? An Investigation with {GCG}-Based Artificial Languages",
    author = "El-Naggar, Nadine  and
      Kuribayashi, Tatsuki  and
      Briscoe, Ted",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1803/",
    doi = "10.18653/v1/2025.emnlp-main.1803",
    pages = "35599--35613",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{dervishi-etal-2025-training,
    title = "Training compute-optimal transformer encoder models",
    author = "Dervishi, Megi  and
      Allauzen, Alexandre  and
      Synnaeve, Gabriel  and
      LeCun, Yann",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1804/",
    doi = "10.18653/v1/2025.emnlp-main.1804",
    pages = "35614--35629",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shin-etal-2025-mind,
    title = "Mind the Blind Spots: A Focus-Level Evaluation Framework for {LLM} Reviews",
    author = "Shin, Hyungyu  and
      Tang, Jingyu  and
      Lee, Yoonjoo  and
      Kim, Nayoung  and
      Lim, Hyunseung  and
      Cho, Ji Yong  and
      Hong, Hwajung  and
      Lee, Moontae  and
      Kim, Juho",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1805/",
    doi = "10.18653/v1/2025.emnlp-main.1805",
    pages = "35630--35656",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{he-etal-2025-seeing,
    title = "Seeing Through Words, Speaking Through Pixels: Deep Representational Alignment Between Vision and Language Models",
    author = "He, Zoe Wanying  and
      Trott, Sean  and
      Khosla, Meenakshi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1806/",
    doi = "10.18653/v1/2025.emnlp-main.1806",
    pages = "35657--35672",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{vazhentsev-etal-2025-unconditional,
    title = "Unconditional Truthfulness: Learning Unconditional Uncertainty of Large Language Models",
    author = "Vazhentsev, Artem  and
      Fadeeva, Ekaterina  and
      Xing, Rui  and
      Kuzmin, Gleb  and
      Lazichny, Ivan  and
      Panchenko, Alexander  and
      Nakov, Preslav  and
      Baldwin, Timothy  and
      Panov, Maxim  and
      Shelmanov, Artem",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1807/",
    doi = "10.18653/v1/2025.emnlp-main.1807",
    pages = "35673--35694",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{wang-etal-2025-chinese,
    title = "{C}hinese Toxic Language Mitigation via Sentiment Polarity Consistent Rewrites",
    author = "Wang, Xintong  and
      Liu, Yixiao  and
      Pan, Jingheng  and
      Ding, Liang  and
      Wang, Longyue  and
      Biemann, Chris",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1808/",
    doi = "10.18653/v1/2025.emnlp-main.1808",
    pages = "35695--35711",
    ISBN = "979-8-89176-332-6"
}
@inproceedings{shelmanov-etal-2025-head,
    title = "A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in {LLM} Outputs",
    author = "Shelmanov, Artem  and
      Fadeeva, Ekaterina  and
      Tsvigun, Akim  and
      Tsvigun, Ivan  and
      Xie, Zhuohan  and
      Kiselev, Igor  and
      Daheim, Nico  and
      Zhang, Caiqi  and
      Vazhentsev, Artem  and
      Sachan, Mrinmaya  and
      Nakov, Preslav  and
      Baldwin, Timothy",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/missing-isa-paper/2025.emnlp-main.1809/",
    doi = "10.18653/v1/2025.emnlp-main.1809",
    pages = "35712--35731",
    ISBN = "979-8-89176-332-6"
}