@proceedings{findings-2025-emnlp,
    title = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    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/ingest-lrec/2025.findings-emnlp.0/",
    doi = "10.18653/v1/2025.findings-emnlp.0",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kostiuk-etal-2025-automating,
    title = "Automating Alternative Generation in Decision-Making",
    author = "Kostiuk, Yevhen  and
      Seyfried, Clara  and
      Reed, Chris",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1/",
    doi = "10.18653/v1/2025.findings-emnlp.1",
    pages = "1--15",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{udagawa-etal-2025-bias,
    title = "Bias Analysis and Mitigation through Protected Attribute Detection and Regard Classification",
    author = "Udagawa, Takuma  and
      Zhao, Yang  and
      Kanayama, Hiroshi  and
      Bhattacharjee, Bishwaranjan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.2/",
    doi = "10.18653/v1/2025.findings-emnlp.2",
    pages = "16--25",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tang-etal-2025-large-language,
    title = "Large Language Models Might Not Care What You Are Saying: Prompt Format Beats Descriptions",
    author = "Tang, Chenming  and
      Wang, Zhixiang  and
      Sun, Hao  and
      Wu, Yunfang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.3/",
    doi = "10.18653/v1/2025.findings-emnlp.3",
    pages = "26--48",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ma-etal-2025-boundary,
    title = "Boundary Matters: Leveraging Structured Text Plots for Long Text Outline Generation",
    author = "Ma, Yuanchi  and
      Liu, Jiamou  and
      He, Hui  and
      Zhang, Libo  and
      Li, Haoyuan  and
      Niu, Zhendong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.4/",
    doi = "10.18653/v1/2025.findings-emnlp.4",
    pages = "49--63",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{balestrucci-etal-2025-large,
    title = "Can Large Language Models Personalize Dialogues to Generational Styles?",
    author = "Balestrucci, Pier Felice  and
      Dusek, Ondrej  and
      Anselma, Luca  and
      Mazzei, Alessandro",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.5/",
    doi = "10.18653/v1/2025.findings-emnlp.5",
    pages = "64--77",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zheng-etal-2025-toward,
    title = "Toward Optimal {LLM} Alignments Using Two-Player Games",
    author = "Zheng, Rui  and
      Guo, Hongyi  and
      Liu, Zhihan  and
      Zhang, Xiaoying  and
      Yao, Yuanshun  and
      Xu, Xiaojun  and
      Wang, Zhaoran  and
      Xi, Zhiheng  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing  and
      Liu, Yang  and
      Li, Hang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.6/",
    doi = "10.18653/v1/2025.findings-emnlp.6",
    pages = "78--99",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{gui-etal-2025-structural,
    title = "Structural Patent Classification Using Label Hierarchy Optimization",
    author = "Gui, Mengting  and
      Hao, Shufeng  and
      Shi, Chongyang  and
      Zhang, Qi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.7/",
    doi = "10.18653/v1/2025.findings-emnlp.7",
    pages = "100--114",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{rahman-etal-2025-exploring,
    title = "Exploring Hyperbolic Hierarchical Structure for Multimodal Rumor Detection",
    author = "Rahman, Md Mahbubur  and
      Hao, Shufeng  and
      Shi, Chongyang  and
      Lao, An  and
      Liu, Jinyan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.8/",
    doi = "10.18653/v1/2025.findings-emnlp.8",
    pages = "115--134",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{le-etal-2025-multi,
    title = "Multi-Surrogate-Objective Optimization for Neural Topic Models",
    author = "Le, Tue  and
      Vuong, Hoang Tran  and
      Nguyen, Tung  and
      Van, Linh Ngo  and
      Sang, Dinh Viet  and
      Le, Trung  and
      Nguyen, Thien Huu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.9/",
    doi = "10.18653/v1/2025.findings-emnlp.9",
    pages = "135--151",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lee-etal-2025-diversely,
    title = "How Diversely Can Language Models Solve Problems? Exploring the Algorithmic Diversity of Model-Generated Code",
    author = "Lee, Seonghyeon  and
      Chon, HeeJae  and
      Jang, Joonwon  and
      Lee, Dongha  and
      Yu, Hwanjo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.10/",
    doi = "10.18653/v1/2025.findings-emnlp.10",
    pages = "152--167",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lv-etal-2025-real,
    title = "{R}e{AL}: How Can {LLM}s Simulate the Real Teacher? Retrieval-enhanced Agent for Adaptive Learning",
    author = "Lv, Rui  and
      Liu, Qi  and
      Gao, Weibo  and
      Li, Jiatong  and
      Zhang, Kai  and
      Tong, Shiwei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.11/",
    doi = "10.18653/v1/2025.findings-emnlp.11",
    pages = "168--181",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-llmspark,
    title = "{LLM}s{P}ark: A Benchmark for Evaluating Large Language Models in Strategic Gaming Contexts",
    author = "Chen, Junhao  and
      Sun, Jingbo  and
      Li, Xiang  and
      Xin, Haidong  and
      Xue, Yuhao  and
      Xu, Yibin  and
      Zhao, Hao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.12/",
    doi = "10.18653/v1/2025.findings-emnlp.12",
    pages = "182--194",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-versatile,
    title = "Versatile Framework for Song Generation with Prompt-based Control",
    author = "Zhang, Yu  and
      Guo, Wenxiang  and
      Pan, Changhao  and
      Zhu, Zhiyuan  and
      Li, Ruiqi  and
      Lu, Jingyu  and
      Huang, Rongjie  and
      Zhang, Ruiyuan  and
      Hong, Zhiqing  and
      Jiang, Ziyue  and
      Zhao, Zhou",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.13/",
    doi = "10.18653/v1/2025.findings-emnlp.13",
    pages = "195--219",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{shi-etal-2025-insbank,
    title = "{I}ns{B}ank: Evolving Instruction Subset for Ongoing Alignment",
    author = "Shi, Jiayi  and
      Li, Yiwei  and
      Feng, Shaoxiong  and
      Yuan, Peiwen  and
      Wang, Xinglin  and
      Zhang, Yueqi  and
      Tan, Chuyi  and
      Pan, Boyuan  and
      Ren, Huan  and
      Hu, Yao  and
      Li, Kan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.14/",
    doi = "10.18653/v1/2025.findings-emnlp.14",
    pages = "220--238",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ye-etal-2025-tl,
    title = "{TL}-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use",
    author = "Ye, Junjie  and
      Wu, Yilong  and
      Li, Sixian  and
      Yang, Yuming  and
      Xi, Zhiheng  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing  and
      Wang, Peng  and
      Shi, Zhongchao  and
      Fan, Jianping  and
      Du, Zhengyin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.15/",
    doi = "10.18653/v1/2025.findings-emnlp.15",
    pages = "239--258",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-dcmkc,
    title = "{DCMKC}: A Dual Consistency Matching Approach for Multi-hop Question Answering in {LLM}s",
    author = "Wang, Xinyi  and
      Song, Yiping  and
      Liu, Chang  and
      Luo, Tingjin  and
      Liu, Bo  and
      Xie, Zheng  and
      Huang, Minlie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.16/",
    doi = "10.18653/v1/2025.findings-emnlp.16",
    pages = "259--273",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{cheng-etal-2025-domain,
    title = "On Domain-Adaptive Post-Training for Multimodal Large Language Models",
    author = "Cheng, Daixuan  and
      Huang, Shaohan  and
      Zhu, Ziyu  and
      Zhang, Xintong  and
      Zhao, Wayne Xin  and
      Luan, Zhongzhi  and
      Dai, Bo  and
      Zhang, Zhenliang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.17/",
    doi = "10.18653/v1/2025.findings-emnlp.17",
    pages = "274--296",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ye-etal-2025-cpo,
    title = "{CPO}: Addressing Reward Ambiguity in Role-playing Dialogue via Comparative Policy Optimization",
    author = "Ye, Jing  and
      Wang, Rui  and
      Wu, Yuchuan  and
      Ma, Victor  and
      Fang, Feiteng  and
      Huang, Fei  and
      Li, Yongbin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.18/",
    doi = "10.18653/v1/2025.findings-emnlp.18",
    pages = "297--323",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yi-etal-2025-sppd,
    title = "{SPPD}: Self-training with Process Preference Learning Using Dynamic Value Margin",
    author = "Yi, Hao  and
      Li, Qingyang  and
      Hu, Yulan  and
      Zhang, Fuzheng  and
      Zhang, Di  and
      Liu, Yong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.19/",
    doi = "10.18653/v1/2025.findings-emnlp.19",
    pages = "324--337",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yin-etal-2025-error,
    title = "Error Classification of Large Language Models on Math Word Problems: A Dynamically Adaptive Framework",
    author = "Yin, Zhangyue  and
      Sun, YuHong  and
      Huang, Xuanjing  and
      Qiu, Xipeng  and
      Zhao, Hui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.20/",
    doi = "10.18653/v1/2025.findings-emnlp.20",
    pages = "338--365",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{saha-etal-2025-sudollm,
    title = "sudo{LLM}: On Multi-role Alignment of Language Models",
    author = "Saha, Soumadeep  and
      Chaturvedi, Akshay  and
      Mahapatra, Joy  and
      Garain, Utpal",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.21/",
    doi = "10.18653/v1/2025.findings-emnlp.21",
    pages = "366--384",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-dac,
    title = "{DAC}: Decomposed Automation Correction for Text-to-{SQL}",
    author = "Wang, Dingzirui  and
      Dou, Longxu  and
      Zhang, Xuanliang  and
      Zhu, Qingfu  and
      Che, Wanxiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.22/",
    doi = "10.18653/v1/2025.findings-emnlp.22",
    pages = "385--402",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yang-etal-2025-vehicleworld,
    title = "{V}ehicle{W}orld: A Highly Integrated Multi-Device Environment for Intelligent Vehicle Interaction",
    author = "Yang, Jie  and
      Chen, Jiajun  and
      Yin, Zhangyue  and
      Chen, Shuo  and
      Wang, Yuxin  and
      Guo, Yiran  and
      Li, Yuan  and
      Zheng, Yining  and
      Huang, Xuanjing  and
      Qiu, Xipeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.23/",
    doi = "10.18653/v1/2025.findings-emnlp.23",
    pages = "403--442",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{fan-etal-2025-end,
    title = "End-to-End Optimization for Multimodal Retrieval-Augmented Generation via Reward Backpropagation",
    author = "Fan, Zhiyuan  and
      Yun, Longfei  and
      Yan, Ming  and
      Wang, Yumeng  and
      Guo, Dadi  and
      Mak, Brian  and
      Kwok, James  and
      Fung, Yi R.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.24/",
    doi = "10.18653/v1/2025.findings-emnlp.24",
    pages = "443--466",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chiang-etal-2025-audio,
    title = "Audio-Aware Large Language Models as Judges for Speaking Styles",
    author = "Chiang, Cheng-Han  and
      Wang, Xiaofei  and
      Lin, Chung-Ching  and
      Lin, Kevin  and
      Li, Linjie  and
      Kopetz, Radu  and
      Qian, Yao  and
      Wang, Zhendong  and
      Yang, Zhengyuan  and
      Lee, Hung-yi  and
      Wang, Lijuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.25/",
    doi = "10.18653/v1/2025.findings-emnlp.25",
    pages = "467--480",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-evaluation,
    title = "Evaluation of Text-to-Image Generation from a Creativity Perspective",
    author = "Wang, Xinhao  and
      Ma, Xinyu  and
      Ding, ShengYong  and
      Wong, Derek F.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.26/",
    doi = "10.18653/v1/2025.findings-emnlp.26",
    pages = "481--493",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-perovskite,
    title = "Perovskite-{LLM}: Knowledge-Enhanced Large Language Models for Perovskite Solar Cell Research",
    author = "Liu, Xiang  and
      Sun, Penglei  and
      Chen, Shuyan  and
      Zhang, Longhan  and
      Dong, Peijie  and
      You, Huajie  and
      Zhang, Yongqi  and
      Yan, Chang  and
      Chu, Xiaowen  and
      Zhang, Tong-yi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.27/",
    doi = "10.18653/v1/2025.findings-emnlp.27",
    pages = "494--518",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{pan-etal-2025-propy,
    title = "{P}ro{P}y: Building Interactive Prompt Pyramids upon {CLIP} for Partially Relevant Video Retrieval",
    author = "Pan, Yi  and
      Zhang, Yujia  and
      Kampffmeyer, Michael  and
      Zhao, Xiaoguang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.28/",
    doi = "10.18653/v1/2025.findings-emnlp.28",
    pages = "519--533",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-multilingual-datasets,
    title = "Multilingual Datasets for Custom Input Extraction and Explanation Requests Parsing in Conversational {XAI} Systems",
    author = {Wang, Qianli  and
      Anikina, Tatiana  and
      Feldhus, Nils  and
      Ostermann, Simon  and
      Splitt, Fedor  and
      Li, Jiaao  and
      Tsoneva, Yoana  and
      M{\"o}ller, Sebastian  and
      Schmitt, Vera},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.29/",
    doi = "10.18653/v1/2025.findings-emnlp.29",
    pages = "534--555",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{su-etal-2025-toolscaler,
    title = "Toolscaler: Scalable Generative Tool Calling via Structure-Aware Semantic Tokenization",
    author = "Su, Yunyue  and
      Jinshuai, Zhang  and
      Fang, Bowen  and
      Ye, Wen  and
      Zhang, Jinghao  and
      Song, Bowen  and
      Wang, Weiqiang  and
      Liu, Qiang  and
      Wang, Liang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.30/",
    doi = "10.18653/v1/2025.findings-emnlp.30",
    pages = "556--578",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sun-etal-2025-lamp,
    title = "{L}a{MP}-Val: Large Language Models Empower Personalized Valuation in Auction",
    author = "Sun, Jie  and
      Zhang, Tianyu  and
      Jiang, Houcheng  and
      Huang, Kexin  and
      Shu, Xiang  and
      Zhu, Zhibo  and
      Ma, Lintao  and
      Lu, Xingyu  and
      Zhou, Jun  and
      Wu, Junkang  and
      Luo, Chi  and
      Zhang, An  and
      Wu, Jiancan  and
      Wang, Xiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.31/",
    doi = "10.18653/v1/2025.findings-emnlp.31",
    pages = "579--595",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hu-etal-2025-exploring,
    title = "Exploring Model Kinship for Merging Large Language Models",
    author = "Hu, Yedi  and
      Yao, Yunzhi  and
      Zhang, Ningyu  and
      Chen, Huajun  and
      Deng, Shumin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.32/",
    doi = "10.18653/v1/2025.findings-emnlp.32",
    pages = "596--625",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-multitat,
    title = "{MULTITAT}: Benchmarking Multilingual Table-and-Text Question Answering",
    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 = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.33/",
    doi = "10.18653/v1/2025.findings-emnlp.33",
    pages = "626--647",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chang-etal-2025-lora,
    title = "{L}o{RA}-{MGPO}: Mitigating Double Descent in Low-Rank Adaptation via Momentum-Guided Perturbation Optimization",
    author = "Chang, Yupeng  and
      Guo, Chenlu  and
      Chang, Yi  and
      Wu, Yuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.34/",
    doi = "10.18653/v1/2025.findings-emnlp.34",
    pages = "648--659",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-r,
    title = "{R}-{L}o{RA}: Randomized Multi-Head {L}o{RA} for Efficient Multi-task Learning",
    author = "Liu, Jinda  and
      Chang, Yi  and
      Wu, Yuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.35/",
    doi = "10.18653/v1/2025.findings-emnlp.35",
    pages = "660--674",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{su-etal-2025-racqc,
    title = "{RACQC}: Advanced Retrieval-Augmented Generation for {C}hinese Query Correction",
    author = "Su, Jinbo  and
      Gao, Lingzhe  and
      Li, Wei  and
      Liu, Shihao  and
      Lei, Haojie  and
      Wang, Xinyi  and
      Guo, Yuanzhao  and
      Wang, Ke  and
      Shi, Daiting  and
      Yin, Dawei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.36/",
    doi = "10.18653/v1/2025.findings-emnlp.36",
    pages = "675--689",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{nie-etal-2025-mechanistic,
    title = "Mechanistic Understanding and Mitigation of Language Confusion in {E}nglish-Centric Large Language Models",
    author = "Nie, Ercong  and
      Schmid, Helmut  and
      Schuetze, Hinrich",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.37/",
    doi = "10.18653/v1/2025.findings-emnlp.37",
    pages = "690--706",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wu-etal-2025-assessing,
    title = "Assessing and Mitigating Medical Knowledge Drift and Conflicts in Large Language Models",
    author = "Wu, Weiyi  and
      Xu, Xinwen  and
      Gao, Chongyang  and
      Diao, Xingjian  and
      Li, Siting  and
      Salas, Lucas A.  and
      Gui, Jiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.38/",
    doi = "10.18653/v1/2025.findings-emnlp.38",
    pages = "707--730",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-improving-llm,
    title = "Improving {LLM} Reasoning through Interpretable Role-Playing Steering",
    author = "Wang, Anyi  and
      Shu, Dong  and
      Wang, Yifan  and
      Ma, Yunpu  and
      Du, Mengnan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.39/",
    doi = "10.18653/v1/2025.findings-emnlp.39",
    pages = "731--751",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{bao-etal-2025-r2a,
    title = "{R}2{A}-{TLS}: Reflective Retrieval-Augmented Timeline Summarization with Causal-Semantic Integration",
    author = "Bao, Chenlong  and
      Li, Shijie  and
      Hu, Minghao  and
      Qiao, Ming  and
      Zhang, Bin  and
      Tang, Jin-Tao  and
      Li, Shasha  and
      Wang, Ting",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.40/",
    doi = "10.18653/v1/2025.findings-emnlp.40",
    pages = "752--766",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-medebench,
    title = "{M}ed{EB}ench: Diagnosing Reliability in Text-Guided Medical Image Editing",
    author = "Liu, Minghao  and
      He, Zhitao  and
      Fan, Zhiyuan  and
      Wang, Qingyun  and
      Fung, Yi R.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.41/",
    doi = "10.18653/v1/2025.findings-emnlp.41",
    pages = "767--791",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{al-sahili-etal-2025-faircot,
    title = "{F}air{C}o{T}: Enhancing Fairness in Text-to-Image Generation via Chain of Thought Reasoning with Multimodal Large Language Models",
    author = "Al Sahili, Zahraa  and
      Patras, Ioannis  and
      Purver, Matthew",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.42/",
    doi = "10.18653/v1/2025.findings-emnlp.42",
    pages = "792--816",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{qiu-etal-2025-bag,
    title = "Bag of Tricks for Sparse Mixture-of-Experts: A Benchmark Across Reasoning, Efficiency, and Safety",
    author = "Qiu, Mufan  and
      Shen, Zheyu  and
      Li, Pingzhi  and
      Li, Ang  and
      Chen, Tianlong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.43/",
    doi = "10.18653/v1/2025.findings-emnlp.43",
    pages = "817--835",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-dont,
    title = "Don{'}t Take the Premise for Granted: Evaluating the Premise Critique Ability of Large Language Models",
    author = "Li, Jinzhe  and
      Li, Gengxu  and
      Chang, Yi  and
      Wu, Yuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.44/",
    doi = "10.18653/v1/2025.findings-emnlp.44",
    pages = "836--869",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-mitigating,
    title = "Mitigating Geospatial Knowledge Hallucination in Large Language Models: Benchmarking and Dynamic Factuality Aligning",
    author = "Wang, Shengyuan  and
      Feng, Jie  and
      Liu, Tianhui  and
      Pei, Dan  and
      Li, Yong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.45/",
    doi = "10.18653/v1/2025.findings-emnlp.45",
    pages = "870--888",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{poudel-etal-2025-power,
    title = "The Power of Framing: How News Headlines Guide Search Behavior",
    author = "Poudel, Amrit  and
      Milkowski, Maria  and
      Weninger, Tim",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.46/",
    doi = "10.18653/v1/2025.findings-emnlp.46",
    pages = "889--900",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chung-etal-2025-divlogiceval,
    title = "{D}iv{L}ogic{E}val: A Framework for Benchmarking Logical Reasoning Evaluation in Large Language Models",
    author = "Chung, Tsz Ting  and
      Liu, Lemao  and
      Yu, Mo  and
      Yeung, Dit-Yan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.47/",
    doi = "10.18653/v1/2025.findings-emnlp.47",
    pages = "901--915",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-thcm,
    title = "{THCM}-{CAL}: Temporal-Hierarchical Causal Modelling with Conformal Calibration for Clinical Risk Prediction",
    author = "Zhang, Xin  and
      Wei, Qiyu  and
      Zhu, Yingjie  and
      Wu, Fanyi  and
      Ananiadou, Sophia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.48/",
    doi = "10.18653/v1/2025.findings-emnlp.48",
    pages = "916--928",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ye-etal-2025-genpilot,
    title = "{G}en{P}ilot: A Multi-Agent System for Test-Time Prompt Optimization in Image Generation",
    author = "Ye, Wen  and
      Liu, Zhaocheng  and
      Yuwei, Gui  and
      Yuan, Tingyu  and
      Su, Yunyue  and
      Fang, Bowen  and
      Zhao, Chaoyang  and
      Liu, Qiang  and
      Wang, Liang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.49/",
    doi = "10.18653/v1/2025.findings-emnlp.49",
    pages = "929--958",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-grounded,
    title = "Grounded-{V}ideo{LLM}: Sharpening Fine-grained Temporal Grounding in Video Large Language Models",
    author = "Wang, Haibo  and
      Xu, Zhiyang  and
      Cheng, Yu  and
      Diao, Shizhe  and
      Zhou, Yufan  and
      Cao, Yixin  and
      Wang, Qifan  and
      Ge, Weifeng  and
      Huang, Lifu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.50/",
    doi = "10.18653/v1/2025.findings-emnlp.50",
    pages = "959--975",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{bi-etal-2025-dongbamie,
    title = "{D}ongba{MIE}: A Multimodal Information Extraction Dataset for Evaluating Semantic Understanding of Dongba Pictograms",
    author = "Bi, Xiaojun  and
      Li, Shuo  and
      Xing, Junyao  and
      Wang, Ziyue  and
      Luo, Fuwen  and
      Qiao, Weizheng  and
      Han, Lu  and
      Sun, Ziwei  and
      Li, Peng  and
      Liu, Yang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.51/",
    doi = "10.18653/v1/2025.findings-emnlp.51",
    pages = "976--990",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-optimizing,
    title = "Optimizing Cross-Client Domain Coverage for Federated Instruction Tuning of Large Language Models",
    author = "Wang, Zezhou  and
      Du, Yaxin  and
      Ma, Xingjun  and
      Jiang, Yu-Gang  and
      Qian, Zhuzhong  and
      Chen, Siheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.52/",
    doi = "10.18653/v1/2025.findings-emnlp.52",
    pages = "991--1011",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-aligning-black,
    title = "Aligning Black-Box {LLM}s for Aspect Sentiment Quad Prediction",
    author = "Li, Shichen  and
      Zhang, Jiawei  and
      Wang, Zhongqing  and
      Li, Peifeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.53/",
    doi = "10.18653/v1/2025.findings-emnlp.53",
    pages = "1012--1025",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhao-etal-2025-multifaceted,
    title = "Multifaceted Evaluation of Audio-Visual Capability for {MLLM}s: Effectiveness, Efficiency, Generalizability and Robustness",
    author = "Zhao, Yusheng  and
      Luo, Xiao  and
      Luo, Junyu  and
      Zhang, Weizhi  and
      Xiao, Zhiping  and
      Ju, Wei  and
      Yu, Philip S.  and
      Zhang, Ming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.54/",
    doi = "10.18653/v1/2025.findings-emnlp.54",
    pages = "1026--1041",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ganeeva-etal-2025-two,
    title = "Two Steps from Hell: Compositionality on Chemical {LM}s",
    author = "Ganeeva, Veronika  and
      Khrabrov, Kuzma  and
      Kadurin, Artur  and
      Tutubalina, Elena",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.55/",
    doi = "10.18653/v1/2025.findings-emnlp.55",
    pages = "1042--1049",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zeng-etal-2025-gta,
    title = "{GTA}: Supervised-Guided Reinforcement Learning for Text Classification with Large Language Models",
    author = "Zeng, Min  and
      Sun, Jingfei  and
      Luo, Xueyou  and
      Zhang, Shiqi  and
      Xie, Li  and
      Liu, Caiquan  and
      Chen, Xiaoxin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.56/",
    doi = "10.18653/v1/2025.findings-emnlp.56",
    pages = "1050--1060",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yang-etal-2025-unearthing,
    title = "Unearthing Gems from Stones: Policy Optimization with Negative Sample Augmentation for {LLM} Reasoning",
    author = "Yang, Zhaohui  and
      Ye, Yuxiao  and
      Jiang, Shilei  and
      Deng, Shihong  and
      Hu, Chen  and
      Li, Linjing  and
      Jiang, Daxin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.57/",
    doi = "10.18653/v1/2025.findings-emnlp.57",
    pages = "1061--1075",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{pei-etal-2025-leaf,
    title = "{LEAF}: Large Language Diffusion Model for Time Series Forecasting",
    author = "Pei, Yuhang  and
      Ren, Tao  and
      Wang, Yifan  and
      Sun, Zhipeng  and
      Ju, Wei  and
      Chen, Chong  and
      Hua, Xian-Sheng  and
      Luo, Xiao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.58/",
    doi = "10.18653/v1/2025.findings-emnlp.58",
    pages = "1076--1091",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-spft,
    title = "{SPFT}-{SQL}: Enhancing Large Language Model for Text-to-{SQL} Parsing by Self-Play Fine-Tuning",
    author = "Zhang, Yuhao  and
      Duan, Shaoming  and
      Su, Jinhang  and
      Liu, Chuanyi  and
      Han, Peiyi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.59/",
    doi = "10.18653/v1/2025.findings-emnlp.59",
    pages = "1092--1110",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{song-etal-2025-multilingual-verbalisation,
    title = "Multilingual Verbalisation of Knowledge Graphs",
    author = "Song, Yifei  and
      Martinez, William Soto  and
      Nikiforovskaya, Anna  and
      Chapple, Evan Parker Kelly  and
      Gardent, Claire",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.60/",
    doi = "10.18653/v1/2025.findings-emnlp.60",
    pages = "1111--1162",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zheng-etal-2025-lagcl4rec,
    title = "{LAGCL}4{R}ec: When {LLM}s Activate Interactions Potential in Graph Contrastive Learning for Recommendation",
    author = "Zheng, Leqi  and
      Wang, Chaokun  and
      Chen, Canzhi  and
      Zhang, Jiajun  and
      Wu, Cheng  and
      Song, Zixin  and
      Yan, Shannan  and
      Liu, Ziyang  and
      Li, Hongwei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.61/",
    doi = "10.18653/v1/2025.findings-emnlp.61",
    pages = "1163--1184",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-english,
    title = "{E}nglish as Defense Proxy: Mitigating Multilingual Jailbreak via Eliciting {E}nglish Safety Knowledge",
    author = "Zhang, Zekai  and
      Guo, Yiduo  and
      Lin, Jiuheng  and
      Quan, Shanghaoran  and
      Zhang, Huishuai  and
      Zhao, Dongyan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.62/",
    doi = "10.18653/v1/2025.findings-emnlp.62",
    pages = "1185--1196",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{song-etal-2025-dagger,
    title = "Dagger Behind Smile: Fool {LLM}s with a Happy Ending Story",
    author = "Song, Xurui  and
      Xie, Zhixin  and
      Huai, Shuo  and
      Kong, Jiayi  and
      Luo, Jun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.63/",
    doi = "10.18653/v1/2025.findings-emnlp.63",
    pages = "1197--1229",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-mitigating-object,
    title = "Mitigating Object Hallucinations in {MLLM}s via Multi-Frequency Perturbations",
    author = "Li, Shuo  and
      Sun, Jiajun  and
      Zheng, Guodong  and
      Fan, Xiaoran  and
      Shen, Yujiong  and
      Lu, Yi  and
      Xi, Zhiheng  and
      Yang, Yuming  and
      Tan, Wenming  and
      Ji, Tao  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.64/",
    doi = "10.18653/v1/2025.findings-emnlp.64",
    pages = "1230--1247",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wu-etal-2025-natural-context,
    title = "Natural Context Drift Undermines the Natural Language Understanding of Large Language Models",
    author = "Wu, Yulong  and
      Schlegel, Viktor  and
      Batista-Navarro, Riza",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.65/",
    doi = "10.18653/v1/2025.findings-emnlp.65",
    pages = "1248--1259",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{marszalek-etal-2025-minimal,
    title = "Minimal Ranks, Maximum Confidence: Parameter-efficient Uncertainty Quantification for {L}o{RA}",
    author = "Marsza{\l}ek, Patryk  and
      Ba{\l}azy, Klaudia  and
      Tabor, Jacek  and
      Ku{\'s}mierczyk, Tomasz",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.66/",
    doi = "10.18653/v1/2025.findings-emnlp.66",
    pages = "1260--1271",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{cheng-etal-2025-chain,
    title = "Chain-of-Thought Prompting Obscures Hallucination Cues in Large Language Models: An Empirical Evaluation",
    author = "Cheng, Jiahao  and
      Su, Tiancheng  and
      Yuan, Jia  and
      He, Guoxiu  and
      Liu, Jiawei  and
      Tao, Xinqi  and
      Xie, Jingwen  and
      Li, Huaxia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.67/",
    doi = "10.18653/v1/2025.findings-emnlp.67",
    pages = "1272--1305",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-large-language-model,
    title = "Large Language Model Evaluation via Matrix Nuclear-Norm",
    author = "Li, Yahan  and
      Xia, Tingyu  and
      Wu, Yuan  and
      Chang, Yi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.68/",
    doi = "10.18653/v1/2025.findings-emnlp.68",
    pages = "1306--1323",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sui-etal-2025-grounding,
    title = "From Grounding to Manipulation: Case Studies of Foundation Model Integration in Embodied Robotic Systems",
    author = "Sui, Xiuchao  and
      Tian, Daiying  and
      Sun, Qi  and
      Chen, Ruirui  and
      Choi, Dongkyu  and
      Kwok, Kenneth  and
      Poria, Soujanya",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.69/",
    doi = "10.18653/v1/2025.findings-emnlp.69",
    pages = "1324--1340",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-flexible,
    title = "Flexible Thinking for Multimodal Emotional Support Conversation via Reinforcement Learning",
    author = "Wang, Fanfan  and
      Shen, Xiangqing  and
      Yu, Jianfei  and
      Xia, Rui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.70/",
    doi = "10.18653/v1/2025.findings-emnlp.70",
    pages = "1341--1356",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{shahroz-etal-2025-oral,
    title = "{ORAL}: Prompting Your Large-Scale {L}o{RA}s via Conditional Recurrent Diffusion",
    author = "Shahroz, Rana  and
      Tang, Dongwen  and
      Li, Pingzhi  and
      Wang, Kai  and
      Chen, Tianlong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.71/",
    doi = "10.18653/v1/2025.findings-emnlp.71",
    pages = "1357--1370",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{guo-etal-2025-nlora,
    title = {{NL}o{RA}: Nystr{\"o}m-Initiated Low-Rank Adaptation for Large Language Models},
    author = "Guo, Chenlu  and
      Chang, Yi  and
      Wu, Yuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.72/",
    pages = "1371--1385",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{poria-huang-2025-bhaasha,
    title = "Bhaasha, Bh{\={a}}ṣ{\={a}}, Zaban: A Survey for Low-Resourced Languages in {S}outh {A}sia {--} Current Stage and Challenges",
    author = "Poria, Sampoorna  and
      Huang, Xiaolei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.73/",
    doi = "10.18653/v1/2025.findings-emnlp.73",
    pages = "1386--1406",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhou-etal-2025-disco,
    title = "{DISCO} Balances the Scales: Adaptive Domain- and Difficulty-Aware Reinforcement Learning on Imbalanced Data",
    author = "Zhou, Yuhang  and
      Zhu, Jing  and
      Qian, Shengyi  and
      Zhao, Zhuokai  and
      Wang, Xiyao  and
      Liu, Xiaoyu  and
      Li, Ming  and
      Xu, Paiheng  and
      Ai, Wei  and
      Huang, Furong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.74/",
    doi = "10.18653/v1/2025.findings-emnlp.74",
    pages = "1407--1419",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-makes,
    title = "What Makes for Good Image Captions?",
    author = "Chen, Delong  and
      Cahyawijaya, Samuel  and
      Ishii, Etsuko  and
      Chan, Ho Shu  and
      Bang, Yejin  and
      Fung, Pascale",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.75/",
    doi = "10.18653/v1/2025.findings-emnlp.75",
    pages = "1420--1437",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{pan-etal-2025-whats,
    title = "What{'}s Not Said Still Hurts: A Description-Based Evaluation Framework for Measuring Social Bias in {LLM}s",
    author = "Pan, Jinhao  and
      Raj, Chahat  and
      Yao, Ziyu  and
      Zhu, Ziwei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.76/",
    doi = "10.18653/v1/2025.findings-emnlp.76",
    pages = "1438--1459",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{dent-etal-2025-identifying,
    title = "Identifying Rare Languages in {C}ommon {C}rawl Data is a Needles-in-a-Haystack Problem",
    author = "Dent, Rasul  and
      Ortiz Suarez, Pedro  and
      Cl{\'e}rice, Thibault  and
      Sagot, Beno{\^i}t",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.77/",
    doi = "10.18653/v1/2025.findings-emnlp.77",
    pages = "1460--1473",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lan-etal-2025-training,
    title = "Training Language Models to Critique With Multi-agent Feedback",
    author = "Lan, Tian  and
      Zhang, Wenwei  and
      Lyu, Chengqi  and
      Li, Shuaibin  and
      Xu, Chen  and
      Huang, Heyan  and
      Lin, Dahua  and
      Mao, Xian-Ling  and
      Chen, Kai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.78/",
    doi = "10.18653/v1/2025.findings-emnlp.78",
    pages = "1474--1501",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ghosal-etal-2025-relic,
    title = "{RELIC}: Enhancing Reward Model Generalization for Low-Resource {I}ndic Languages with Few-Shot Examples",
    author = "Ghosal, Soumya Suvra  and
      Singh, Vaibhav  and
      Ghosh, Akash  and
      Pal, Soumyabrata  and
      Baidya, Subhadip  and
      Saha, Sriparna  and
      Manocha, Dinesh",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.79/",
    doi = "10.18653/v1/2025.findings-emnlp.79",
    pages = "1502--1517",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhao-etal-2025-invoke,
    title = "Invoke Interfaces Only When Needed: Adaptive Invocation for Large Language Models in Question Answering",
    author = "Zhao, Jihao  and
      Zhou, Chunlai  and
      Li, Daixuan  and
      Zu, Shuaishuai  and
      Qin, Biao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.80/",
    doi = "10.18653/v1/2025.findings-emnlp.80",
    pages = "1518--1532",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{srikanth-etal-2025-sqlspace,
    title = "{SQLS}pace: A Representation Space for Text-to-{SQL} to Discover and Mitigate Robustness Gaps",
    author = "Srikanth, Neha  and
      Bursztyn, Victor  and
      Mathur, Puneet  and
      Nenkova, Ani",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.81/",
    doi = "10.18653/v1/2025.findings-emnlp.81",
    pages = "1533--1559",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{bhattacharyya-etal-2025-one,
    title = "One More Modality: Does {A}bstract {M}eaning {R}epresentation Benefit Visual Question Answering?",
    author = "Bhattacharyya, Abhidip  and
      Markle, Emma  and
      Wein, Shira",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.82/",
    doi = "10.18653/v1/2025.findings-emnlp.82",
    pages = "1560--1572",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-dp,
    title = "{DP}-{GTR}: Differentially Private Prompt Protection via Group Text Rewriting",
    author = "Li, Mingchen  and
      Fan, Heng  and
      Fu, Song  and
      Ding, Junhua  and
      Feng, Yunhe",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.83/",
    doi = "10.18653/v1/2025.findings-emnlp.83",
    pages = "1573--1585",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-legal,
    title = "Legal Mathematical Reasoning with {LLM}s: Procedural Alignment through Two-Stage Reinforcement Learning",
    author = "Zhang, Kepu  and
      Xie, Guofu  and
      Yu, Weijie  and
      Xu, Mingyue  and
      Tang, Xu  and
      Li, Yaxin  and
      Xu, Jun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.84/",
    doi = "10.18653/v1/2025.findings-emnlp.84",
    pages = "1586--1598",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{qian-etal-2025-modelingagent,
    title = "{M}odeling{A}gent: Bridging {LLM}s and Mathematical Modeling for Real-World Challenges",
    author = "Qian, Cheng  and
      Du, Hongyi  and
      Wang, Hongru  and
      Chen, Xiusi  and
      Zhang, Yuji  and
      Sil, Avirup  and
      Zhai, ChengXiang  and
      McKeown, Kathleen  and
      Ji, Heng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.85/",
    doi = "10.18653/v1/2025.findings-emnlp.85",
    pages = "1599--1633",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{shi-etal-2025-beyond,
    title = "Beyond Coarse Labels: Fine-Grained Problem Augmentation and Multi-Dimensional Feedback for Emotional Support Conversation",
    author = "Shi, Yuanchen  and
      Hao, Jiawang  and
      Kong, Fang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.86/",
    doi = "10.18653/v1/2025.findings-emnlp.86",
    pages = "1634--1647",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-finhear,
    title = "{F}in{HEAR}: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making",
    author = "Chen, Jiaxiang  and
      Zou, Mingxi  and
      Wang, Zhuo  and
      Wang, Qifan  and
      Sun, Danny Dongning  and
      Chi, Zhang  and
      Xu, Zenglin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.87/",
    doi = "10.18653/v1/2025.findings-emnlp.87",
    pages = "1648--1672",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yu-chai-2025-evolkv,
    title = "{E}vol{KV}: Evolutionary {KV} Cache Compression for {LLM} Inference",
    author = "Yu, Bohan  and
      Chai, Yekun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.88/",
    doi = "10.18653/v1/2025.findings-emnlp.88",
    pages = "1673--1689",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{shu-etal-2025-survey,
    title = "A Survey on Sparse Autoencoders: Interpreting the Internal Mechanisms of Large Language Models",
    author = "Shu, Dong  and
      Wu, Xuansheng  and
      Zhao, Haiyan  and
      Rai, Daking  and
      Yao, Ziyu  and
      Liu, Ninghao  and
      Du, Mengnan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.89/",
    doi = "10.18653/v1/2025.findings-emnlp.89",
    pages = "1690--1712",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{shu-etal-2025-large,
    title = "Large Vision-Language Model Alignment and Misalignment: A Survey Through the Lens of Explainability",
    author = "Shu, Dong  and
      Zhao, Haiyan  and
      Hu, Jingyu  and
      Liu, Weiru  and
      Payani, Ali  and
      Cheng, Lu  and
      Du, Mengnan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.90/",
    doi = "10.18653/v1/2025.findings-emnlp.90",
    pages = "1713--1735",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lan-etal-2025-attention,
    title = "Attention Consistency for {LLM}s Explanation",
    author = "Lan, Tian  and
      Xu, Jinyuan  and
      He, Xue  and
      Hwang, Jenq-Neng  and
      Li, Lei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.91/",
    doi = "10.18653/v1/2025.findings-emnlp.91",
    pages = "1736--1750",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yan-etal-2025-confusion,
    title = "Confusion is the Final Barrier: Rethinking Jailbreak Evaluation and Investigating the Real Misuse Threat of {LLM}s",
    author = "Yan, Yu  and
      Sun, Sheng  and
      Wang, Zhe  and
      Lin, Yijun  and
      Duan, Zenghao  and
      Zheng, Zhifei  and
      Liu, Min  and
      Yin, Zhiyi  and
      Zhang, Jianping",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.92/",
    doi = "10.18653/v1/2025.findings-emnlp.92",
    pages = "1751--1767",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{weihua-etal-2025-ccl,
    title = "{CCL}-{XC}o{T}: An Efficient Cross-Lingual Knowledge Transfer Method for Mitigating Hallucination Generation",
    author = "Weihua, Zheng  and
      Lee, Roy Ka-Wei  and
      Liu, Zhengyuan  and
      Kui, Wu  and
      Aw, AiTi  and
      Zou, Bowei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.93/",
    doi = "10.18653/v1/2025.findings-emnlp.93",
    pages = "1768--1788",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lee-hockenmaier-2025-evaluating,
    title = "Evaluating Step-by-step Reasoning Traces: A Survey",
    author = "Lee, Jinu  and
      Hockenmaier, Julia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.94/",
    doi = "10.18653/v1/2025.findings-emnlp.94",
    pages = "1789--1814",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-beyond-guilt,
    title = "Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning",
    author = "Zhang, Kepu  and
      Yang, Haoyue  and
      Tang, Xu  and
      Yu, Weijie  and
      Xu, Jun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.95/",
    doi = "10.18653/v1/2025.findings-emnlp.95",
    pages = "1815--1826",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wan-etal-2025-every,
    title = "Not Every Token Needs Forgetting: Selective Unlearning Balancing Forgetting and Utility in Large Language Models",
    author = "Wan, Yixin  and
      Ramakrishna, Anil  and
      Chang, Kai-Wei  and
      Cevher, Volkan  and
      Gupta, Rahul",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.96/",
    doi = "10.18653/v1/2025.findings-emnlp.96",
    pages = "1827--1835",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yin-etal-2025-disastir,
    title = "{D}isast{IR}: A Comprehensive Information Retrieval Benchmark for Disaster Management",
    author = "Yin, Kai  and
      Dong, Xiangjue  and
      Liu, Chengkai  and
      Huang, Lipai  and
      Xiao, Yiming  and
      Liu, Zhewei  and
      Mostafavi, Ali  and
      Caverlee, James",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.97/",
    doi = "10.18653/v1/2025.findings-emnlp.97",
    pages = "1836--1867",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-data-language,
    title = "Data or Language Supervision: What Makes {CLIP} Better than {DINO}?",
    author = "Liu, Yiming  and
      Zhang, Yuhui  and
      Ghosh, Dhruba  and
      Schmidt, Ludwig  and
      Yeung-Levy, Serena",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.98/",
    doi = "10.18653/v1/2025.findings-emnlp.98",
    pages = "1868--1874",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zou-etal-2025-llms,
    title = "Do {LLM}s Understand Wine Descriptors Across Cultures? A Benchmark for Cultural Adaptations of Wine Reviews",
    author = "Zou, Chenye  and
      Wen, Xingyue  and
      Hu, Tianyi  and
      Wang, Qian Janice  and
      Hershcovich, Daniel",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.99/",
    doi = "10.18653/v1/2025.findings-emnlp.99",
    pages = "1875--1894",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{simon-jyothi-2025-deft,
    title = "{D}e{FT}-{X}: Denoised Sparse Fine-Tuning for Zero-Shot Cross-Lingual Transfer",
    author = "Simon, Sona Elza  and
      Jyothi, Preethi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.100/",
    doi = "10.18653/v1/2025.findings-emnlp.100",
    pages = "1895--1909",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-memory,
    title = "Memory-enhanced Large Language Model for Cross-lingual Dependency Parsing via Deep Hierarchical Syntax Understanding",
    author = "Liu, Jianjian  and
      Li, Ying  and
      Yu, Zhengtao  and
      Su, Shun  and
      Gao, Shengxiang  and
      Huang, Yuxin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.101/",
    doi = "10.18653/v1/2025.findings-emnlp.101",
    pages = "1910--1923",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jiang-etal-2025-developing,
    title = "Developing and Utilizing a Large-Scale {C}antonese Dataset for Multi-Tasking in Large Language Models",
    author = "Jiang, Jiyue  and
      Truong, Alfred Kar Yin  and
      Chen, Yanyu  and
      Bao, Qinghang  and
      Wang, Sheng  and
      Chen, Pengan  and
      Wang, Jiuming  and
      Kong, Lingpeng  and
      Li, Yu  and
      Wu, Chuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.102/",
    doi = "10.18653/v1/2025.findings-emnlp.102",
    pages = "1924--1944",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yu-etal-2025-structured,
    title = "A Structured Framework for Evaluating and Enhancing Interpretive Capabilities of Multimodal {LLM}s in Culturally Situated Tasks",
    author = "Yu, Haorui  and
      Ruiz-Dolz, Ramon  and
      Yi, Qiufeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.103/",
    doi = "10.18653/v1/2025.findings-emnlp.103",
    pages = "1945--1971",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-train,
    title = "Train a Unified Multimodal Data Quality Classifier with Synthetic Data",
    author = "Wang, Weizhi  and
      Lin, Rongmei  and
      Li, Shiyang  and
      Lockard, Colin  and
      Sarkhel, Ritesh  and
      Lokegaonkar, Sanket  and
      Shang, Jingbo  and
      Yan, Xifeng  and
      Zalmout, Nasser  and
      Li, Xian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.104/",
    doi = "10.18653/v1/2025.findings-emnlp.104",
    pages = "1972--1986",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{deng-etal-2025-self,
    title = "Self-Improvement in Multimodal Large Language Models: A Survey",
    author = "Deng, Shijian  and
      Wang, Kai  and
      Yang, Tianyu  and
      Singh, Harsh  and
      Tian, Yapeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.105/",
    doi = "10.18653/v1/2025.findings-emnlp.105",
    pages = "1987--2006",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{bhan-etal-2025-towards,
    title = "Towards Achieving Concept Completeness for Textual Concept Bottleneck Models",
    author = {Bhan, Milan  and
      Choho, Yann  and
      Vittaut, Jean-No{\"e}l  and
      Chesneau, Nicolas  and
      Moreau, Pierre  and
      Lesot, Marie-Jeanne},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.106/",
    doi = "10.18653/v1/2025.findings-emnlp.106",
    pages = "2007--2024",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{dementieva-etal-2025-emobench,
    title = "{E}mo{B}ench-{UA}: A Benchmark Dataset for Emotion Detection in {U}krainian",
    author = "Dementieva, Daryna  and
      Babakov, Nikolay  and
      Fraser, Alexander",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.107/",
    doi = "10.18653/v1/2025.findings-emnlp.107",
    pages = "2025--2048",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-scientific,
    title = "Scientific Paper Retrieval with {LLM}-Guided Semantic-Based Ranking",
    author = "Zhang, Yunyi  and
      Yang, Ruozhen  and
      Jiao, Siqi  and
      Kang, SeongKu  and
      Han, Jiawei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.108/",
    doi = "10.18653/v1/2025.findings-emnlp.108",
    pages = "2049--2060",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-dlir,
    title = "{DLIR}: Spherical Adaptation for Cross-Lingual Knowledge Transfer of Sociological Concepts Alignment",
    author = "Wang, Zeqiang  and
      Johnson, Jon  and
      De, Suparna",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.109/",
    doi = "10.18653/v1/2025.findings-emnlp.109",
    pages = "2061--2075",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-test,
    title = "Test-Time Steering for Lossless Text Compression via Weighted Product of Experts",
    author = "Zhang, Qihang  and
      Li, Muchen  and
      Wang, Ziao  and
      Liao, Renjie  and
      Wang, Lele",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.110/",
    doi = "10.18653/v1/2025.findings-emnlp.110",
    pages = "2076--2088",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lippmann-yang-2025-zero,
    title = "Zero-Shot Contextual Embeddings via Offline Synthetic Corpus Generation",
    author = "Lippmann, Philip  and
      Yang, Jie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.111/",
    doi = "10.18653/v1/2025.findings-emnlp.111",
    pages = "2089--2104",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{song-etal-2025-hallucination,
    title = "The Hallucination Tax of Reinforcement Finetuning",
    author = "Song, Linxin  and
      Shi, Taiwei  and
      Zhao, Jieyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.112/",
    doi = "10.18653/v1/2025.findings-emnlp.112",
    pages = "2105--2120",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-tracing,
    title = "Tracing Multilingual Factual Knowledge Acquisition in Pretraining",
    author = {Liu, Yihong  and
      Wang, Mingyang  and
      Kargaran, Amir Hossein  and
      K{\"o}rner, Felicia  and
      Nie, Ercong  and
      Plank, Barbara  and
      Yvon, Fran{\c{c}}ois  and
      Schuetze, Hinrich},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.113/",
    doi = "10.18653/v1/2025.findings-emnlp.113",
    pages = "2121--2146",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhuang-etal-2025-exploring,
    title = "Exploring the Vulnerability of the Content Moderation Guardrail in Large Language Models via Intent Manipulation",
    author = "Zhuang, Jun  and
      Jin, Haibo  and
      Zhang, Ye  and
      Kang, Zhengjian  and
      Zhang, Wenbin  and
      Dagher, Gaby G.  and
      Wang, Haohan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.114/",
    doi = "10.18653/v1/2025.findings-emnlp.114",
    pages = "2147--2160",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{michail-etal-2025-examining,
    title = "Examining Multilingual Embedding Models Cross-Lingually Through {LLM}-Generated Adversarial Examples",
    author = "Michail, Andrianos  and
      Clematide, Simon  and
      Sennrich, Rico",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.115/",
    doi = "10.18653/v1/2025.findings-emnlp.115",
    pages = "2161--2170",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{seoh-goldwasser-2025-emogist,
    title = "{E}mo{G}ist: Efficient In-Context Learning for Visual Emotion Understanding",
    author = "Seoh, Ronald  and
      Goldwasser, Dan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.116/",
    doi = "10.18653/v1/2025.findings-emnlp.116",
    pages = "2171--2182",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-soft,
    title = "Soft Token Attacks Cannot Reliably Audit Unlearning in Large Language Models",
    author = "Chen, Haokun  and
      Szyller, Sebastian  and
      Xu, Weilin  and
      Himayat, Nageen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.117/",
    doi = "10.18653/v1/2025.findings-emnlp.117",
    pages = "2183--2192",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zeng-etal-2025-bridging,
    title = "Bridging the Editing Gap in {LLM}s: {F}ine{E}dit for Precise and Targeted Text Modifications",
    author = "Zeng, Yiming  and
      Yu, Wanhao  and
      Li, Zexin  and
      Ren, Tao  and
      Ma, Yu  and
      Cao, Jinghan  and
      Chen, Xiyan  and
      Yu, Tingting",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.118/",
    doi = "10.18653/v1/2025.findings-emnlp.118",
    pages = "2193--2206",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhu-etal-2025-llm-based,
    title = "{LLM}-based Conversational Recommendation Agents with Collaborative Verbalized Experience",
    author = "Zhu, Yaochen  and
      Steck, Harald  and
      Liang, Dawen  and
      He, Yinhan  and
      Kallus, Nathan  and
      Li, Jundong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.119/",
    doi = "10.18653/v1/2025.findings-emnlp.119",
    pages = "2207--2220",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-hardware,
    title = "Hardware-Aware Parallel Prompt Decoding for Memory-Efficient Acceleration of {LLM} Inference",
    author = "Chen, Hao Mark  and
      Luk, Wayne  and
      Cedric, Yiu Ka Fai  and
      Li, Rui  and
      Mishchenko, Konstantin  and
      Venieris, Stylianos  and
      Fan, Hongxiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.120/",
    doi = "10.18653/v1/2025.findings-emnlp.120",
    pages = "2221--2238",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hong-etal-2025-measuring,
    title = "Measuring Sycophancy of Language Models in Multi-turn Dialogues",
    author = "Hong, Jiseung  and
      Byun, Grace  and
      Kim, Seungone  and
      Shu, Kai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.121/",
    doi = "10.18653/v1/2025.findings-emnlp.121",
    pages = "2239--2259",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-role,
    title = "On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions",
    author = "Wang, Weiqi  and
      Fang, Tianqing  and
      Shi, Haochen  and
      Xu, Baixuan  and
      Ding, Wenxuan  and
      Zhang, Liyu  and
      Fan, Wei  and
      Bai, Jiaxin  and
      Li, Haoran  and
      Liu, Xin  and
      Song, Yangqiu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.122/",
    doi = "10.18653/v1/2025.findings-emnlp.122",
    pages = "2260--2281",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wu-etal-2025-mitigating-visual,
    title = "Mitigating Visual Knowledge Forgetting in {MLLM} Instruction-tuning via Modality-decoupled Gradient Descent",
    author = "Wu, Junda  and
      Xiong, Yuxin  and
      Li, Xintong  and
      Xia, Yu  and
      Wang, Ruoyu  and
      Wang, Yu  and
      Yu, Tong  and
      Kim, Sungchul  and
      Rossi, Ryan A.  and
      Yao, Lina  and
      Shang, Jingbo  and
      McAuley, Julian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.123/",
    doi = "10.18653/v1/2025.findings-emnlp.123",
    pages = "2282--2295",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{huang-etal-2025-pathohr,
    title = "{P}atho{HR}: Hierarchical Reasoning for Vision-Language Models in Pathology",
    author = "Huang, Yating  and
      Huang, Ziyan  and
      Xiang, Lintao  and
      Yang, Qijun  and
      Yin, Hujun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.124/",
    doi = "10.18653/v1/2025.findings-emnlp.124",
    pages = "2296--2311",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{paruchuri-etal-2025-whats,
    title = "``What{'}s Up, Doc?'': Analyzing How Users Seek Health Information in Large-Scale Conversational {AI} Datasets",
    author = "Paruchuri, Akshay  and
      Aziz, Maryam  and
      Vartak, Rohit  and
      Ali, Ayman  and
      Uchehara, Best  and
      Liu, Xin  and
      Chatterjee, Ishan  and
      Agrawal, Monica",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.125/",
    doi = "10.18653/v1/2025.findings-emnlp.125",
    pages = "2312--2336",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{pu-etal-2025-dynamic,
    title = "Dynamic Evaluation for Oversensitivity in {LLM}s",
    author = "Pu, Sophia Xiao  and
      Cheng, Sitao  and
      Wang, Xin Eric  and
      Wang, William Yang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.126/",
    doi = "10.18653/v1/2025.findings-emnlp.126",
    pages = "2337--2344",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{cho-etal-2025-self,
    title = "Self-Correcting Code Generation Using Small Language Models",
    author = "Cho, Jeonghun  and
      Kang, Deokhyung  and
      Kim, Hyounghun  and
      Lee, Gary",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.127/",
    doi = "10.18653/v1/2025.findings-emnlp.127",
    pages = "2345--2368",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{phi-matsumoto-2025-unified,
    title = "A Unified Framework for N-ary Property Information Extraction in Materials Science",
    author = "Phi, Van-Thuy  and
      Matsumoto, Yuji",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.128/",
    doi = "10.18653/v1/2025.findings-emnlp.128",
    pages = "2369--2388",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tan-etal-2025-benchmark,
    title = "A Benchmark for Translations Across Styles and Language Variants",
    author = "Tan, Xin  and
      Zou, Bowei  and
      Aw, AiTi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.129/",
    doi = "10.18653/v1/2025.findings-emnlp.129",
    pages = "2389--2402",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{huang-etal-2025-manusearch,
    title = "{M}anu{S}earch: Democratizing Deep Search in Large Language Models with a Transparent and Open Multi-Agent Framework",
    author = "Huang, Lisheng  and
      Liu, Yichen  and
      Jiang, Jinhao  and
      Zhang, Rongxiang  and
      Yan, Jiahao  and
      Li, Junyi  and
      Zhao, Wayne Xin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.130/",
    doi = "10.18653/v1/2025.findings-emnlp.130",
    pages = "2403--2417",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sato-etal-2025-proactive,
    title = "Proactive User Information Acquisition via Chats on User-Favored Topics",
    author = "Sato, Shiki  and
      Baba, Jun  and
      Hentona, Asahi  and
      Iwata, Shinji  and
      Yoshimoto, Akifumi  and
      Yoshino, Koichiro",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.131/",
    doi = "10.18653/v1/2025.findings-emnlp.131",
    pages = "2418--2443",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-evaluating-text,
    title = "Evaluating Text Generation Quality Using Spectral Distances of Surprisal",
    author = "Liu, Zhichen  and
      Li, Yongyuan  and
      Xu, Yang  and
      Wang, Yu  and
      Yuan, Yingfang  and
      Yang, Zuhao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.132/",
    doi = "10.18653/v1/2025.findings-emnlp.132",
    pages = "2444--2463",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-nlp,
    title = "{NLP}-{ADB}ench: {NLP} Anomaly Detection Benchmark",
    author = "Li, Yuangang  and
      Li, Jiaqi  and
      Xiao, Zhuo  and
      Yang, Tiankai  and
      Nian, Yi  and
      Hu, Xiyang  and
      Zhao, Yue",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.133/",
    doi = "10.18653/v1/2025.findings-emnlp.133",
    pages = "2464--2474",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hossain-etal-2025-toward,
    title = "Toward Inclusive Language Models: Sparsity-Driven Calibration for Systematic and Interpretable Mitigation of Social Biases in {LLM}s",
    author = "Hossain, Prommy Sultana  and
      Raj, Chahat  and
      Zhu, Ziwei  and
      Lin, Jessica  and
      Marasco, Emanuela",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.134/",
    doi = "10.18653/v1/2025.findings-emnlp.134",
    pages = "2475--2508",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ho-etal-2025-table,
    title = "Table-Text Alignment: Explaining Claim Verification Against Tables in Scientific Papers",
    author = "Ho, Xanh  and
      Kumar, Sunisth  and
      Wu, Yun-Ang  and
      Boudin, Florian  and
      Takasu, Atsuhiro  and
      Aizawa, Akiko",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.135/",
    doi = "10.18653/v1/2025.findings-emnlp.135",
    pages = "2509--2517",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{huang-goyal-2025-dcrm,
    title = "{DCRM}: A Heuristic to Measure Response Pair Quality in Preference Optimization",
    author = "Huang, Chengyu  and
      Goyal, Tanya",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.136/",
    doi = "10.18653/v1/2025.findings-emnlp.136",
    pages = "2518--2537",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{he-etal-2025-advancing,
    title = "Advancing Reasoning with Off-the-Shelf {LLM}s: A Semantic Structure Perspective",
    author = "He, Pengfei  and
      Li, Zitao  and
      Xing, Yue  and
      Li, Yaliang  and
      Tang, Jiliang  and
      Ding, Bolin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.137/",
    doi = "10.18653/v1/2025.findings-emnlp.137",
    pages = "2538--2566",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{rao-etal-2025-llm,
    title = "{LLM}-based Open Domain Planning by Leveraging Entity-Attribute-Level Domain Models",
    author = "Rao, Dongning  and
      He, Songlin  and
      Jiang, Zhihua  and
      Liang, Ruishi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.138/",
    doi = "10.18653/v1/2025.findings-emnlp.138",
    pages = "2567--2588",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{mu-etal-2025-dicp,
    title = "{DICP}: Deep In-Context Prompt for Event Causality Identification",
    author = "Mu, Lin  and
      Shen, Jun  and
      Ni, Li  and
      Sang, Lei  and
      Wu, Zhize  and
      Jin, Peiquan  and
      Zhang, Yiwen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.139/",
    doi = "10.18653/v1/2025.findings-emnlp.139",
    pages = "2589--2599",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tan-etal-2025-seeing,
    title = "Seeing is Believing: Emotion-Aware Audio-Visual Language Modeling for Expressive Speech Generation",
    author = "Tan, Weiting  and
      Lian, Jiachen  and
      Inaguma, Hirofumi  and
      Tomasello, Paden  and
      Koehn, Philipp  and
      Ma, Xutai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.140/",
    doi = "10.18653/v1/2025.findings-emnlp.140",
    pages = "2600--2617",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tian-etal-2025-grv,
    title = "{GRV}-{KBQA}: A Three-Stage Framework for Knowledge Base Question Answering with Decoupled Logical Structure, Semantic Grounding and Structure-Aware Validation",
    author = "Tian, Yuhang  and
      Yang, Pan  and
      Song, Dandan  and
      Wu, Zhijing  and
      Wang, Hao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.141/",
    doi = "10.18653/v1/2025.findings-emnlp.141",
    pages = "2618--2632",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-yu-2025-improving,
    title = "Improving Prompt Generalization for Cross-prompt Essay Trait Scoring from the Scoring-invariance Perspective",
    author = "Wang, Jiong  and
      Yu, Shengquan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.142/",
    doi = "10.18653/v1/2025.findings-emnlp.142",
    pages = "2633--2646",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kang-etal-2025-format,
    title = "When Format Changes Meaning: Investigating Semantic Inconsistency of Large Language Models",
    author = "Kang, Cheongwoong  and
      Baek, Jongeun  and
      Kim, Yeonjea  and
      Choi, Jaesik",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.143/",
    doi = "10.18653/v1/2025.findings-emnlp.143",
    pages = "2647--2667",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hardy-etal-2025-astprompter,
    title = "{ASTP}rompter: Preference-Aligned Automated Language Model Red-Teaming to Generate Low-Perplexity Unsafe Prompts",
    author = "Hardy, Amelia  and
      Liu, Houjun  and
      Griffith, Allie  and
      Lange, Bernard  and
      Eddy, Duncan  and
      Kochenderfer, Mykel",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.144/",
    doi = "10.18653/v1/2025.findings-emnlp.144",
    pages = "2668--2683",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{luo-etal-2025-large-language,
    title = "How Do Large Language Models Perform on {PDE} Discovery: A Coarse-to-fine Perspective",
    author = "Luo, Xiao  and
      Wang, Changhu  and
      Sun, Yizhou  and
      Wang, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.145/",
    doi = "10.18653/v1/2025.findings-emnlp.145",
    pages = "2684--2697",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xia-etal-2025-rethinking,
    title = "Rethinking Data Selection at Scale: Random Selection is Almost All You Need",
    author = "Xia, Tingyu  and
      Yu, Bowen  and
      Dang, Kai  and
      Yang, An  and
      Wu, Yuan  and
      Tian, Yuan  and
      Chang, Yi  and
      Lin, Junyang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.146/",
    doi = "10.18653/v1/2025.findings-emnlp.146",
    pages = "2698--2711",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jiang-etal-2025-promptkeeper,
    title = "{P}rompt{K}eeper: Safeguarding System Prompts for {LLM}s",
    author = "Jiang, Zhifeng  and
      Jin, Zhihua  and
      He, Guoliang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.147/",
    doi = "10.18653/v1/2025.findings-emnlp.147",
    pages = "2712--2728",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xia-etal-2025-automating,
    title = "Automating e{HMI} Action Design with {LLM}s for Automated Vehicle Communication",
    author = "Xia, Ding  and
      Gui, Xinyue  and
      Gao, Fan  and
      Li, Dongyuan  and
      Colley, Mark  and
      Igarashi, Takeo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.148/",
    doi = "10.18653/v1/2025.findings-emnlp.148",
    pages = "2729--2752",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{song-etal-2025-dynamic,
    title = "A Dynamic Fusion Model for Consistent Crisis Response",
    author = "Song, Xiaoying  and
      Anik, Anirban Saha  and
      Blanco, Eduardo  and
      Frias-Martinez, Vanessa  and
      Hong, Lingzi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.149/",
    doi = "10.18653/v1/2025.findings-emnlp.149",
    pages = "2753--2768",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yue-etal-2025-uiorchestra,
    title = "{UIO}rchestra: Generating High-Fidelity Code from {UI} Designs with a Multi-agent System",
    author = "Yue, Chuhuai  and
      Chai, Jiajun  and
      Zhang, Yufei  and
      Ding, Zixiang  and
      Liang, Xihao  and
      Wang, Peixin  and
      Chen, Shihai  and
      Yixuan, Wang  and
      Wangyanping  and
      Yin, Guojun  and
      Lin, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.150/",
    doi = "10.18653/v1/2025.findings-emnlp.150",
    pages = "2769--2782",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-zhang-2025-crossqg,
    title = "{C}ross{QG}: Improving Difficulty-Controllable Question Generation through Consistency Enhancement",
    author = "Li, Kunze  and
      Zhang, Yu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.151/",
    doi = "10.18653/v1/2025.findings-emnlp.151",
    pages = "2783--2798",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jeon-etal-2025-progressive,
    title = "Progressive Facial Granularity Aggregation with Bilateral Attribute-based Enhancement for Face-to-Speech Synthesis",
    author = "Jeon, Yejin  and
      Kim, Youngjae  and
      Lee, Jihyun  and
      Kim, Hyounghun  and
      Lee, Gary",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.152/",
    doi = "10.18653/v1/2025.findings-emnlp.152",
    pages = "2799--2811",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{song-etal-2025-speaking,
    title = "Speaking at the Right Level: Literacy-Controlled Counterspeech Generation with {RAG}-{RL}",
    author = "Song, Xiaoying  and
      Anik, Anirban Saha  and
      Barua, Dibakar  and
      Luo, Pengcheng  and
      Ding, Junhua  and
      Hong, Lingzi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.153/",
    doi = "10.18653/v1/2025.findings-emnlp.153",
    pages = "2812--2830",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zheng-etal-2025-fnscc,
    title = "{FNSCC}: Fuzzy Neighborhood-Aware Self-Supervised Contrastive Clustering for Short Text",
    author = "Zheng, Zijian  and
      Lu, Yonghe  and
      Yin, Jian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.154/",
    doi = "10.18653/v1/2025.findings-emnlp.154",
    pages = "2831--2846",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-2025-auradial,
    title = "{A}ura{D}ial: A Large-Scale Human-Centric Dialogue Dataset for {C}hinese {AI} Psychological Counseling",
    author = "Zhang, Xiantao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.155/",
    doi = "10.18653/v1/2025.findings-emnlp.155",
    pages = "2847--2863",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xu-etal-2025-ts,
    title = "{TS}-{SQL}: Test-driven Self-refinement for Text-to-{SQL}",
    author = "Xu, Wenbo  and
      Zhu, Haifeng  and
      Yan, Liang  and
      Liu, Chuanyi  and
      Han, Peiyi  and
      Duan, Shaoming  and
      Pan, Jeff Z.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.156/",
    doi = "10.18653/v1/2025.findings-emnlp.156",
    pages = "2864--2889",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhu-etal-2025-demonagent,
    title = "{D}emon{A}gent: Dynamically Encrypted Multi-Backdoor Implantation Attack on {LLM}-based Agent",
    author = "Zhu, Pengyu  and
      Zhou, Zhenhong  and
      Zhang, Yuanhe  and
      Yan, Shilinlu  and
      Wang, Kun  and
      Su, Sen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.157/",
    doi = "10.18653/v1/2025.findings-emnlp.157",
    pages = "2890--2912",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lei-etal-2025-motivgraph,
    title = "{M}otiv{G}raph-{S}o{IQ}: Integrating Motivational Knowledge Graphs and Socratic Dialogue for Enhanced {LLM} Ideation",
    author = "Lei, Xinping  and
      Zhou, Tong  and
      Chen, Yubo  and
      Liu, Kang  and
      Zhao, Jun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.158/",
    doi = "10.18653/v1/2025.findings-emnlp.158",
    pages = "2913--2933",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{shahgir-etal-2025-expertgenqa,
    title = "{E}xpert{G}en{QA}: Open-ended {QA} generation in Specialized Domains",
    author = "Shahgir, Haz Sameen  and
      Lim, Chansong  and
      Chen, Jia  and
      Papalexakis, Evangelos E.  and
      Dong, Yue",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.159/",
    doi = "10.18653/v1/2025.findings-emnlp.159",
    pages = "2934--2955",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ni-etal-2025-viscoder,
    title = "{V}is{C}oder: Fine-Tuning {LLM}s for Executable Python Visualization Code Generation",
    author = "Ni, Yuansheng  and
      Nie, Ping  and
      Zou, Kai  and
      Yue, Xiang  and
      Chen, Wenhu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.160/",
    doi = "10.18653/v1/2025.findings-emnlp.160",
    pages = "2956--2983",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{pei-etal-2025-conversational,
    title = "Conversational Education at Scale: A Multi-{LLM} Agent Workflow for Procedural Learning and Pedagogic Quality Assessment",
    author = "Pei, Jiahuan  and
      Ye, Fanghua  and
      Sun, Xin  and
      Deng, Wentao  and
      Hindriks, Koen  and
      Wang, Junxiao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.161/",
    doi = "10.18653/v1/2025.findings-emnlp.161",
    pages = "2984--2997",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{shlapentokh-rothman-etal-2025-visual,
    title = "Visual Program Distillation with Template-Based Augmentation",
    author = "Shlapentokh-Rothman, Michal  and
      Wang, Yu-Xiong  and
      Hoiem, Derek",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.162/",
    doi = "10.18653/v1/2025.findings-emnlp.162",
    pages = "2998--3018",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-neighxlm,
    title = "{N}eigh{XLM}: Enhancing Cross-Lingual Transfer in Low-Resource Languages via Neighbor-Augmented Contrastive Pretraining",
    author = "Wang, Sicheng  and
      Wu, Wenyi  and
      Zhang, Zibo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.163/",
    doi = "10.18653/v1/2025.findings-emnlp.163",
    pages = "3019--3030",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{gao-etal-2025-icler,
    title = "{ICLER}: Intent {CL}assification with Enhanced Reasoning",
    author = "Gao, Dezheng  and
      Xiaozheng, Dong  and
      Yang, SHuangtao  and
      Fu, Bo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.164/",
    doi = "10.18653/v1/2025.findings-emnlp.164",
    pages = "3031--3044",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xu-etal-2025-pregenie,
    title = "{P}re{G}enie: An Agentic Framework for High-quality Visual Presentation Generation",
    author = "Xu, Xiaojie  and
      Xu, Xinli  and
      Chen, Sirui  and
      Chen, Haoyu  and
      Zhang, Fan  and
      Chen, Ying-Cong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.165/",
    doi = "10.18653/v1/2025.findings-emnlp.165",
    pages = "3045--3063",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-rival,
    title = "{RIVAL}: Reinforcement Learning with Iterative and Adversarial Optimization for Machine Translation",
    author = "Li, Tianjiao  and
      Yu, Mengran  and
      Shi, Chenyu  and
      Zhao, Yanjun  and
      Liu, Xiaojing  and
      Zhang, Qi  and
      Huang, Xuanjing  and
      Zhang, Qiang  and
      Wang, Jiayin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.166/",
    doi = "10.18653/v1/2025.findings-emnlp.166",
    pages = "3064--3079",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-mrag,
    title = "{MRAG}: A Modular Retrieval Framework for Time-Sensitive Question Answering",
    author = "Zhang, Siyue  and
      Xue, Yuxiang  and
      Zhang, Yiming  and
      Wu, Xiaobao  and
      Luu, Anh Tuan  and
      Zhao, Chen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.167/",
    doi = "10.18653/v1/2025.findings-emnlp.167",
    pages = "3080--3118",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-cot,
    title = "{C}o{T}-{RAG}: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models",
    author = "Li, Feiyang  and
      Fang, Peng  and
      Shi, Zhan  and
      Khan, Arijit  and
      Wang, Fang  and
      Wang, Weihao  and
      Zhangxin-hw  and
      Yongjian, Cui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.168/",
    doi = "10.18653/v1/2025.findings-emnlp.168",
    pages = "3119--3171",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jiang-etal-2025-tabdsr,
    title = "{T}ab{DSR}: Decompose, Sanitize, and Reason for Complex Numerical Reasoning in Tabular Data",
    author = "Jiang, Changjiang  and
      Yu, Fengchang  and
      Chen, Haihua  and
      Lu, Wei  and
      Zeng, Jin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.169/",
    doi = "10.18653/v1/2025.findings-emnlp.169",
    pages = "3172--3196",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhu-etal-2025-chain,
    title = "Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision",
    author = "Zhu, Dawei  and
      Wei, Xiyu  and
      Zhao, Guangxiang  and
      Wu, Wenhao  and
      Zou, Haosheng  and
      Ran, Junfeng  and
      XWang  and
      Sun, Lin  and
      Zhang, Xiangzheng  and
      Li, Sujian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.170/",
    doi = "10.18653/v1/2025.findings-emnlp.170",
    pages = "3197--3211",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-multimodal-document,
    title = "Multimodal Document-level Triple Extraction via Dynamic Graph Enhancement and Relation-Aware Reflection",
    author = "Li, Xiang  and
      Jiao, Runhai  and
      Changyu, Zhou  and
      Qiao, Shoupeng  and
      Qiao, Ruojiao  and
      Li, Ruifan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.171/",
    doi = "10.18653/v1/2025.findings-emnlp.171",
    pages = "3212--3223",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{he-etal-2025-distill,
    title = "Distill Visual Chart Reasoning Ability from {LLM}s to {MLLM}s",
    author = "He, Wei  and
      Xi, Zhiheng  and
      Zhao, Wanxu  and
      Fan, Xiaoran  and
      Ding, Yiwen  and
      Shan, Zifei  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.172/",
    doi = "10.18653/v1/2025.findings-emnlp.172",
    pages = "3224--3250",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hu-etal-2025-flowmaltrans,
    title = "{F}low{M}al{T}rans: Unsupervised Binary Code Translation for Malware Detection Using Flow-Adapter Architecture",
    author = "Hu, Minghao  and
      Wang, Junzhe  and
      Zhao, Weisen  and
      Zeng, Qiang  and
      Luo, Lannan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.173/",
    doi = "10.18653/v1/2025.findings-emnlp.173",
    pages = "3251--3272",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sun-etal-2025-adatp,
    title = "{A}da{TP}: Attention-Debiased Token Pruning for Video Large Language Models",
    author = "Sun, Fengyuan  and
      Shen, Leqi  and
      Chen, Hui  and
      Zhao, Sicheng  and
      Han, Jungong  and
      Ding, Guiguang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.174/",
    doi = "10.18653/v1/2025.findings-emnlp.174",
    pages = "3273--3286",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhu-etal-2025-adaptflow,
    title = "{A}dapt{F}low: Adaptive Workflow Optimization via Meta-Learning",
    author = "Zhu, Runchuan  and
      Jiang, Bowen  and
      Mei, Lingrui  and
      Yang, Fangkai  and
      Wang, Lu  and
      Gao, Haoxiang  and
      Bai, Fengshuo  and
      Zhao, Pu  and
      Lin, Qingwei  and
      Rajmohan, Saravan  and
      Zhang, Dongmei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.175/",
    doi = "10.18653/v1/2025.findings-emnlp.175",
    pages = "3287--3302",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{saad-falcon-etal-2025-lmunit,
    title = "{LMUNIT}: Fine-grained Evaluation with Natural Language Unit Tests",
    author = "Saad-Falcon, Jon  and
      Vivek, Rajan Pathe  and
      Berrios, William  and
      Naik, Nandita Shankar  and
      Franklin, Matija  and
      Vidgen, Bertie  and
      Singh, Amanpreet  and
      Kiela, Douwe  and
      Mehri, Shikib",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.176/",
    doi = "10.18653/v1/2025.findings-emnlp.176",
    pages = "3303--3324",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yang-etal-2025-thinkanswer,
    title = "{T}hink{A}nswer Loss: Balancing Semantic Similarity and Exact Matching for {LLM} Reasoning Enhancement",
    author = "Yang, Shan  and
      Wu, Kun  and
      Li, Zeju  and
      Zhang, Linlin  and
      Pei, Xiangyu  and
      An, Leike  and
      Liu, Yu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.177/",
    doi = "10.18653/v1/2025.findings-emnlp.177",
    pages = "3325--3347",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-detecting-stealthy,
    title = "Detecting Stealthy Backdoor Samples based on Intra-class Distance for Large Language Models",
    author = "Chen, Jinwen  and
      Zhang, Hainan  and
      Sun, Fei  and
      Zhang, Qinnan  and
      Wen, Sijia  and
      Wang, Ziwei  and
      Zheng, Zhiming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.178/",
    doi = "10.18653/v1/2025.findings-emnlp.178",
    pages = "3348--3365",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yang-etal-2025-rust,
    title = "Rust-doctor: Enhanced Feature for Rust Ownership and Lifetime Repair with Balanced Training Data Generation",
    author = "Yang, Wenzhang  and
      Ren, Xiaoning  and
      Gao, Cuifeng  and
      Xue, Yinxing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.179/",
    doi = "10.18653/v1/2025.findings-emnlp.179",
    pages = "3366--3376",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yao-etal-2025-slim,
    title = "{SLIM}: Subtrajectory-Level Elimination for More Effective Reasoning",
    author = "Yao, Xifeng  and
      Ma, Chengyuan  and
      Lang, Dongyu  and
      Ni, Yinhao  and
      Xu, Zhiwei  and
      Xie, Huarui  and
      Chen, Zihao  and
      Shen, Guang  and
      Tu, Dandan  and
      Bai, Yi  and
      Zhang, Changzheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.180/",
    doi = "10.18653/v1/2025.findings-emnlp.180",
    pages = "3377--3394",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-cross-task,
    title = "From Cross-Task Examples to In-Task Prompts: A Graph-Based Pseudo-Labeling Framework for In-context Learning",
    author = "Chen, Zihan  and
      Wang, Song  and
      Fu, Xingbo  and
      Shi, Chengshuai  and
      Lei, Zhenyu  and
      Shen, Cong  and
      Li, Jundong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.181/",
    doi = "10.18653/v1/2025.findings-emnlp.181",
    pages = "3395--3410",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-instance,
    title = "Instance-level Randomization: Toward More Stable {LLM} Evaluations",
    author = "Li, Yiyang  and
      Wu, Yonghuang  and
      Luo, Ying  and
      Sun, Liangtai  and
      Qin, Zishu  and
      Qiu, Lin  and
      Cao, Xuezhi  and
      Cai, Xunliang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.182/",
    doi = "10.18653/v1/2025.findings-emnlp.182",
    pages = "3411--3425",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-voices,
    title = "Not All Voices Are Rewarded Equally: Probing and Repairing Reward Models across Human Diversity",
    author = "Li, Zihao  and
      Fang, Feihao  and
      Zhang, Xitong  and
      Zou, Jiaru  and
      Liu, Zhining  and
      Xiong, Wei  and
      Wu, Ziwei  and
      Jing, Baoyu  and
      He, Jingrui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.183/",
    doi = "10.18653/v1/2025.findings-emnlp.183",
    pages = "3426--3455",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tong-etal-2025-pamn,
    title = "{PAMN}: Multi-phase Correlation Modeling for Contrast-Enhanced 3{D} Medical Image Retrieval",
    author = "Tong, Haonan  and
      Liu, Ke  and
      Zhang, Chuang  and
      Zhang, Xinglin  and
      Chen, Tao  and
      Hwang, Jenq-Neng  and
      Li, Lei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.184/",
    doi = "10.18653/v1/2025.findings-emnlp.184",
    pages = "3456--3467",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-safety,
    title = "Safety in Large Reasoning Models: A Survey",
    author = "Wang, Cheng  and
      Liu, Yue  and
      Bi, Baolong  and
      Zhang, Duzhen  and
      Li, Zhong-Zhi  and
      Ma, Yingwei  and
      He, Yufei  and
      Yu, Shengju  and
      Li, Xinfeng  and
      Fang, Junfeng  and
      Zhang, Jiaheng  and
      Hooi, Bryan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.185/",
    doi = "10.18653/v1/2025.findings-emnlp.185",
    pages = "3468--3482",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-safeconf,
    title = "{S}afe{C}onf: A Confidence-Calibrated Safety Self-Evaluation Method for Large Language Models",
    author = "Zhang, Bo  and
      Gao, Cong  and
      Yang, Linkang  and
      Han, Bingxu  and
      Hu, Minghao  and
      Luo, Zhunchen  and
      Geng, Guotong  and
      Bai, Xiaoying  and
      Zhang, Jun  and
      Yao, Wen  and
      Wang, Zhong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.186/",
    doi = "10.18653/v1/2025.findings-emnlp.186",
    pages = "3483--3495",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-docassistant,
    title = "{D}oc{A}ssistant: Integrating Key-region Reading and Step-wise Reasoning for Robust Document Visual Question Answering",
    author = "Zhang, Jinxu  and
      Fan, Qiyuan  and
      Zhang, Yu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.187/",
    doi = "10.18653/v1/2025.findings-emnlp.187",
    pages = "3496--3511",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hou-etal-2025-lne,
    title = "{LNE}-Blocking: An Efficient Framework for Contamination Mitigation Evaluation on Large Language Models",
    author = "Hou, Ruijie  and
      Jiao, Yueyang  and
      Hu, Hanxu  and
      Li, Yingming  and
      Lam, Wai  and
      Zhang, Huajian  and
      Lu, Hongyuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.188/",
    doi = "10.18653/v1/2025.findings-emnlp.188",
    pages = "3512--3528",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{van-supranes-etal-2025-enhancing,
    title = "Enhancing Hate Speech Classifiers through a Gradient-assisted Counterfactual Text Generation Strategy",
    author = "Van Supranes, Michael  and
      Peng, Shaowen  and
      Wakamiya, Shoko  and
      Aramaki, Eiji",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.189/",
    doi = "10.18653/v1/2025.findings-emnlp.189",
    pages = "3529--3544",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhu-etal-2025-learning,
    title = "Learning {SQL} Like a Human: Structure-Aware Curriculum Learning for Text-to-{SQL} Generation",
    author = "Zhu, Xiaohu  and
      Li, Qian  and
      Cui, Lizhen  and
      Du, Yuntao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.190/",
    doi = "10.18653/v1/2025.findings-emnlp.190",
    pages = "3545--3559",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lucas-etal-2025-chain,
    title = "Chain-of-Interactions: Multi-step Iterative {ICL} Framework for Abstractive Task-Oriented Dialogue Summarization of Conversational {AI} Interactions",
    author = "Lucas, Jason  and
      Chen, John  and
      Al-Lawati, Ali  and
      Nahar, Mahjabin  and
      Mehrabani, Mahnoosh",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.191/",
    doi = "10.18653/v1/2025.findings-emnlp.191",
    pages = "3560--3599",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{fei-etal-2025-semantic,
    title = "Your Semantic-Independent Watermark is Fragile: A Semantic Perturbation Attack against {E}aa{S} Watermark",
    author = "Fei, Zekun  and
      Yi, Biao  and
      Geng, Jianing  and
      Ruiqi, He  and
      Nie, Lihai  and
      Liu, Zheli",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.192/",
    doi = "10.18653/v1/2025.findings-emnlp.192",
    pages = "3600--3614",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{cong-etal-2025-query,
    title = "Query Optimization for Parametric Knowledge Refinement in Retrieval-Augmented Large Language Models",
    author = "Cong, Youan  and
      Akash, Pritom Saha  and
      Wang, Cheng  and
      Chang, Kevin Chen-Chuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.193/",
    doi = "10.18653/v1/2025.findings-emnlp.193",
    pages = "3615--3625",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-ska,
    title = "{SKA}-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of {LLM}s",
    author = "Liu, Zhiqiang  and
      Niu, Enpei  and
      Hua, Yin  and
      Sun, Mengshu  and
      Liang, Lei  and
      Chen, Huajun  and
      Zhang, Wen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.194/",
    doi = "10.18653/v1/2025.findings-emnlp.194",
    pages = "3626--3640",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-pd3f,
    title = "$PD^3F$: A Pluggable and Dynamic {D}o{S}-Defense Framework against resource consumption attacks targeting Large Language Models",
    author = "Zhang, Yuanhe  and
      Wang, Xinyue  and
      Gao, Haoran  and
      Zhou, Zhenhong  and
      Meng, Fanyu  and
      Zhang, Yuyao  and
      Su, Sen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.195/",
    doi = "10.18653/v1/2025.findings-emnlp.195",
    pages = "3641--3671",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-implicit,
    title = "From Implicit Exploration to Structured Reasoning: Guideline and Refinement for {LLM}s",
    author = "Chen, Jiaxiang  and
      Wang, Zhuo  and
      Zou, Mingxi  and
      Li, Zhucong  and
      Zhou, Zhijian  and
      Wang, Song  and
      Xu, Zenglin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.196/",
    doi = "10.18653/v1/2025.findings-emnlp.196",
    pages = "3672--3684",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{cao-etal-2025-pip,
    title = "{PIP}: Perturbation-based Iterative Pruning for Large Language Models",
    author = "Cao, Yi  and
      Xu, Wei-Jie  and
      Shen, Yucheng  and
      Shi, Weijie  and
      Chan, Chi-Min  and
      Qu, Jianfeng  and
      Xu, Jiajie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.197/",
    doi = "10.18653/v1/2025.findings-emnlp.197",
    pages = "3685--3701",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wu-etal-2025-convolutional,
    title = "Convolutional {L}o{RA} Aggregation for Unseen Tasks Adaptation",
    author = "Wu, Xinhao  and
      Liu, Jialin  and
      Duan, Yutai  and
      Liu, Jie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.198/",
    doi = "10.18653/v1/2025.findings-emnlp.198",
    pages = "3702--3714",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{mo-etal-2025-cdt,
    title = "{CDT}: A Comprehensive Capability Framework for Large Language Models Across Cognition, Domain, and Task",
    author = "Mo, Haosi  and
      Ma, Xinyu  and
      Liu, Xuebo  and
      Wong, Derek F.  and
      Li, Yu  and
      Liu, Jie  and
      Zhang, Min",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.199/",
    doi = "10.18653/v1/2025.findings-emnlp.199",
    pages = "3715--3734",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-multilingual-collaborative,
    title = "Multilingual Collaborative Defense for Large Language Models",
    author = "Li, Hongliang  and
      Xu, Jinan  and
      Cui, Gengping  and
      Guan, Changhao  and
      Mo, Fengran  and
      Huang, Kaiyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.200/",
    doi = "10.18653/v1/2025.findings-emnlp.200",
    pages = "3735--3755",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{du-etal-2025-role,
    title = "Role-Guided Annotation and Prototype-Aligned Representation Learning for Historical Literature Sentiment Classification",
    author = "Du, Hongfei  and
      Shi, Jiacheng  and
      Myerston, Jacobo  and
      Lu, Sidi  and
      Zhou, Gang  and
      Gao, Ashley",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.201/",
    doi = "10.18653/v1/2025.findings-emnlp.201",
    pages = "3756--3768",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-metamixspeech,
    title = "{M}eta{M}ix{S}peech: Meta Task Augmentation for Low-Resource Speech Recognition",
    author = "Chen, Yaqi  and
      Zhang, Hao  and
      Zhang, Wenlin  and
      Yang, XuKui  and
      Qu, Dan  and
      Liu, Yunpeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.202/",
    doi = "10.18653/v1/2025.findings-emnlp.202",
    pages = "3769--3779",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{mittal-etal-2025-recast,
    title = "{RECAST}: Retrieval-Augmented Contextual {ASR} via Decoder-State Keyword Spotting",
    author = "Mittal, Ashish  and
      Sarawagi, Sunita  and
      Jyothi, Preethi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.203/",
    doi = "10.18653/v1/2025.findings-emnlp.203",
    pages = "3780--3793",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yue-etal-2025-pree,
    title = "{PREE}: Towards Harmless and Adaptive Fingerprint Editing in Large Language Models via Knowledge Prefix Enhancement",
    author = "Yue, Xubin  and
      Xu, Zhenhua  and
      Xing, Wenpeng  and
      Yu, Jiahui  and
      Li, Mohan  and
      Han, Meng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.204/",
    doi = "10.18653/v1/2025.findings-emnlp.204",
    pages = "3794--3804",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wu-etal-2025-beyond-spurious,
    title = "Beyond Spurious Signals: Debiasing Multimodal Large Language Models via Counterfactual Inference and Adaptive Expert Routing",
    author = "Wu, Zichen  and
      Huang, Hsiu-Yuan  and
      Wu, Yunfang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.205/",
    doi = "10.18653/v1/2025.findings-emnlp.205",
    pages = "3805--3825",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tsai-etal-2025-text,
    title = "Text-centric Alignment for Bridging Test-time Unseen Modality",
    author = "Tsai, Yun-Da  and
      Yen, Ting-Yu  and
      Guo, Pei-Fu  and
      Li, Zhe-Yan  and
      Lin, Shou-De",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.206/",
    doi = "10.18653/v1/2025.findings-emnlp.206",
    pages = "3826--3845",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-hierprompt,
    title = "{H}ier{P}rompt: Zero-Shot Hierarchical Text Classification with {LLM}-Enhanced Prototypes",
    author = "Zhang, Qian  and
      Su, Qinliang  and
      Zhu, Wei  and
      Yachun, Pang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.207/",
    doi = "10.18653/v1/2025.findings-emnlp.207",
    pages = "3846--3859",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{huang-etal-2025-routereval,
    title = "{R}outer{E}val: A Comprehensive Benchmark for Routing {LLM}s to Explore Model-level Scaling Up in {LLM}s",
    author = "Huang, Zhongzhan  and
      Ling, Guoming  and
      Lin, Yupei  and
      Chen, Yandong  and
      Zhong, Shanshan  and
      Wu, Hefeng  and
      Lin, Liang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.208/",
    doi = "10.18653/v1/2025.findings-emnlp.208",
    pages = "3860--3887",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-steer,
    title = "Can We Steer Reasoning Direction by Thinking Intervention?",
    author = "Zhang, Xingsheng  and
      Xing, Luxi  and
      Zhang, Chen  and
      Liu, Yanbing  and
      Deng, Yifan  and
      Li, Yunpeng  and
      Hu, Yue  and
      Niu, Chenxu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.209/",
    doi = "10.18653/v1/2025.findings-emnlp.209",
    pages = "3888--3913",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xiong-etal-2025-mpo,
    title = "{MPO}: Boosting {LLM} Agents with Meta Plan Optimization",
    author = "Xiong, Weimin  and
      Song, Yifan  and
      Dong, Qingxiu  and
      Zhao, Bingchan  and
      Song, Feifan  and
      XWang  and
      Li, Sujian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.210/",
    doi = "10.18653/v1/2025.findings-emnlp.210",
    pages = "3914--3935",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-exploring-generalizability,
    title = "Exploring the Generalizability of Factual Hallucination Mitigation via Enhancing Precise Knowledge Utilization",
    author = "Zhang, Siyuan  and
      Zhang, Yichi  and
      Dong, Yinpeng  and
      Su, Hang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.211/",
    doi = "10.18653/v1/2025.findings-emnlp.211",
    pages = "3936--3968",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{rafiuddin-khan-2025-learning,
    title = "Learning What to Remember: Adaptive Probabilistic Memory Retention for Memory-Efficient Language Models",
    author = "Rafiuddin, S M  and
      Khan, Muntaha Nujat",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.212/",
    doi = "10.18653/v1/2025.findings-emnlp.212",
    pages = "3969--3981",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yin-etal-2025-unlocking,
    title = "Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach",
    author = "Yin, Xiaoran  and
      Luo, Xu  and
      Wu, Hao  and
      Gao, Lianli  and
      Song, Jingkuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.213/",
    doi = "10.18653/v1/2025.findings-emnlp.213",
    pages = "3982--4005",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liang-etal-2025-rgar,
    title = "{RGAR}: Recurrence Generation-augmented Retrieval for Factual-aware Medical Question Answering",
    author = "Liang, Sichu  and
      Zhang, Linhai  and
      Zhu, Hongyu  and
      Wang, Wenwen  and
      He, Yulan  and
      Zhou, Deyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.214/",
    doi = "10.18653/v1/2025.findings-emnlp.214",
    pages = "4006--4033",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yao-etal-2025-ecosaferag,
    title = "{E}co{S}afe{RAG}: Efficient Security through Context Analysis in Retrieval-Augmented Generation",
    author = "Yao, Ruobing  and
      Zhang, Yifei  and
      Song, Shuang  and
      Gao, Neng  and
      Tu, Chenyang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.215/",
    doi = "10.18653/v1/2025.findings-emnlp.215",
    pages = "4034--4050",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{shejole-bhattacharyya-2025-stereodetect,
    title = "{S}tereo{D}etect: Detecting Stereotypes and Anti-stereotypes the Correct Way Using Social Psychological Underpinnings",
    author = "Shejole, Kaustubh Shivshankar  and
      Bhattacharyya, Pushpak",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.216/",
    doi = "10.18653/v1/2025.findings-emnlp.216",
    pages = "4051--4082",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tang-etal-2025-sparkle,
    title = "Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Spatial Reasoning",
    author = "Tang, Yihong  and
      Qu, Ao  and
      Wang, Zhaokai  and
      Zhuang, Dingyi  and
      Wu, Zhaofeng  and
      Ma, Wei  and
      Wang, Shenhao  and
      Zheng, Yunhan  and
      Zhao, Zhan  and
      Zhao, Jinhua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.217/",
    doi = "10.18653/v1/2025.findings-emnlp.217",
    pages = "4083--4103",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-ouyang-2025-knowledge,
    title = "How Does Knowledge Selection Help Retrieval Augmented Generation?",
    author = "Li, Xiangci  and
      Ouyang, Jessica",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.218/",
    doi = "10.18653/v1/2025.findings-emnlp.218",
    pages = "4104--4121",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-uplex,
    title = "{UPL}ex: Fine-Grained Personality Control in Large Language Models via Unsupervised Lexical Modulation",
    author = "Li, Tianlong  and
      Liu, Wenhao  and
      Wu, Muling  and
      Dou, Shihan  and
      Wang, Zhenghua  and
      Lv, Changze  and
      Wang, Xiaohua  and
      Zheng, Xiaoqing  and
      Huang, Xuanjing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.219/",
    doi = "10.18653/v1/2025.findings-emnlp.219",
    pages = "4122--4136",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yao-etal-2025-paretorag,
    title = "{P}areto{RAG}: Leveraging Sentence-Context Attention for Robust and Efficient Retrieval-Augmented Generation",
    author = "Yao, Ruobing  and
      Zhang, Yifei  and
      Song, Shuang  and
      Liu, Yuhan  and
      Gao, Neng  and
      Tu, Chenyang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.220/",
    doi = "10.18653/v1/2025.findings-emnlp.220",
    pages = "4137--4151",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-flexquant,
    title = "{F}lex{Q}uant: A Flexible and Efficient Dynamic Precision Switching Framework for {LLM} Quantization",
    author = "Liu, Fangxin  and
      Wang, Zongwu  and
      Xia, Jinhong  and
      Zhao, Junping  and
      Zhao, Shouren  and
      Li, Jinjin  and
      Liu, Jian  and
      Jiang, Li  and
      Guan, Haibing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.221/",
    doi = "10.18653/v1/2025.findings-emnlp.221",
    pages = "4152--4161",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yang-etal-2025-reloop,
    title = "{R}e{L}oop: ``Seeing Twice and Thinking Backwards'' via Closed-loop Training to Mitigate Hallucinations in Multimodal understanding",
    author = "Yang, Jianjiang  and
      Li, Yanshu  and
      Huang, Ziyan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.222/",
    doi = "10.18653/v1/2025.findings-emnlp.222",
    pages = "4162--4179",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ye-etal-2025-sequence,
    title = "Sequence Structure Aware Retriever for Procedural Document Retrieval: A New Dataset and Baseline",
    author = "Ye, Zhenqi  and
      Ren, HaoPeng  and
      Cai, Yi  and
      Huang, Qingbao  and
      Qin, Jing  and
      Zhu, Pinli  and
      Gong, Songwen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.223/",
    doi = "10.18653/v1/2025.findings-emnlp.223",
    pages = "4180--4198",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{stap-monz-2025-effect,
    title = "The Effect of Language Diversity When Fine-Tuning Large Language Models for Translation",
    author = "Stap, David  and
      Monz, Christof",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.224/",
    doi = "10.18653/v1/2025.findings-emnlp.224",
    pages = "4199--4211",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-david,
    title = "{D}avid vs. Goliath: Cost-Efficient Financial {QA} via Cascaded Multi-Agent Reasoning",
    author = "Liu, Chenghao  and
      Liu, Qian  and
      Zhu, Ziqin  and
      Fei, Hao  and
      Mahanti, Aniket",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.225/",
    doi = "10.18653/v1/2025.findings-emnlp.225",
    pages = "4212--4229",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{guo-etal-2025-benchmarking,
    title = "Benchmarking Uncertainty Metrics for {LLM} Target-Aware Search",
    author = "Guo, Pei-Fu  and
      Tsai, Yun-Da  and
      Lin, Shou-De",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.226/",
    doi = "10.18653/v1/2025.findings-emnlp.226",
    pages = "4230--4238",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{cazzaro-etal-2025-zograscope,
    title = "{ZOGRASCOPE}: A New Benchmark for Semantic Parsing over Property Graphs",
    author = "Cazzaro, Francesco  and
      Kleindienst, Justin  and
      Gomez, Sofia M{\'a}rquez  and
      Quattoni, Ariadna",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.227/",
    doi = "10.18653/v1/2025.findings-emnlp.227",
    pages = "4239--4246",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-fg,
    title = "{FG}-{PRM}: Fine-grained Hallucination Detection and Mitigation in Language Model Mathematical Reasoning",
    author = "Li, Ruosen  and
      Luo, Ziming  and
      Du, Xinya",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.228/",
    doi = "10.18653/v1/2025.findings-emnlp.228",
    pages = "4247--4278",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wu-etal-2025-recipe2plan,
    title = "{R}ecipe2{P}lan: Evaluating Planning Abilities of {LLM}s for Efficient and Feasible Multitasking with Time Constraints Between Actions",
    author = "Wu, Zirui  and
      Liu, Xiao  and
      Li, Jiayi  and
      Kong, Lingpeng  and
      Feng, Yansong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.229/",
    doi = "10.18653/v1/2025.findings-emnlp.229",
    pages = "4279--4301",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xu-etal-2025-unlocking,
    title = "Unlocking the Effectiveness of {L}o{RA}-{FP} for Seamless Transfer Implantation of Fingerprints in Downstream Models",
    author = "Xu, Zhenhua  and
      Yan, Zhaokun  and
      Xu, Binhan  and
      Tong, Xin  and
      Xu, Haitao  and
      Chen, Yourong  and
      Han, Meng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.230/",
    doi = "10.18653/v1/2025.findings-emnlp.230",
    pages = "4302--4312",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-aelc,
    title = "{AELC}: Adaptive Entity Linking with {LLM}-Driven Contextualization",
    author = "Wang, Fang  and
      Tao, Zhengwei  and
      Wang, Ming  and
      Hu, Minghao  and
      Bai, Xiaoying",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.231/",
    doi = "10.18653/v1/2025.findings-emnlp.231",
    pages = "4313--4327",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lin-etal-2025-metaladder,
    title = "{M}eta{L}adder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer",
    author = "Lin, Honglin  and
      Pan, Zhuoshi  and
      Pei, Qizhi  and
      Gao, Xin  and
      Li, Yu  and
      Cai, Mengzhang  and
      He, Conghui  and
      Wu, Lijun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.232/",
    doi = "10.18653/v1/2025.findings-emnlp.232",
    pages = "4328--4354",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-glprotein,
    title = "{GLP}rotein: Global-and-Local Structure Aware Protein Representation Learning",
    author = "Liu, Yunqing  and
      Fan, Wenqi  and
      Wei, Xiaoyong  and
      Qing, Li",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.233/",
    doi = "10.18653/v1/2025.findings-emnlp.233",
    pages = "4355--4372",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-reward,
    title = "Reward Mixology: Crafting Hybrid Signals for Reinforcement Learning Driven In-Context Learning",
    author = "Zhang, Changshuo  and
      Gao, Ang  and
      Zhang, Xiao  and
      Liu, Yong  and
      Li, Deyang  and
      Liu, Fangchao  and
      Zhang, Xinyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.234/",
    doi = "10.18653/v1/2025.findings-emnlp.234",
    pages = "4373--4383",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lai-etal-2025-multimodal,
    title = "Can Multimodal {LLM}s See Materials Clearly? A Multimodal Benchmark on Materials Characterization",
    author = "Lai, Zhengzhao  and
      Zheng, Youbin  and
      Cai, Zhenyang  and
      Lyu, Haonan  and
      Yang, Jingpu  and
      Liang, Hong-Qing  and
      Hu, Yan  and
      Wang, Benyou",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.235/",
    doi = "10.18653/v1/2025.findings-emnlp.235",
    pages = "4384--4404",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lee-etal-2025-grade,
    title = "{GRADE}: Generating multi-hop {QA} and fine-g{RA}ined Difficulty matrix for {RAG} Evaluation",
    author = "Lee, Jeongsoo  and
      Kwon, Daeyong  and
      Jin, Kyohoon",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.236/",
    doi = "10.18653/v1/2025.findings-emnlp.236",
    pages = "4405--4424",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{meng-etal-2025-fusiondti,
    title = "{F}usion{DTI}: Fine-grained Binding Discovery with Token-level Fusion for Drug-Target Interaction",
    author = "Meng, Zhaohan  and
      Meng, Zaiqiao  and
      Yuan, Ke  and
      Ounis, Iadh",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.237/",
    doi = "10.18653/v1/2025.findings-emnlp.237",
    pages = "4425--4444",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{pan-etal-2025-survey,
    title = "A Survey on Training-free Alignment of Large Language Models",
    author = "Pan, Birong  and
      Li, Yongqi  and
      Zhang, Weiyu  and
      Lu, Wenpeng  and
      Xu, Mayi  and
      Zhou, Shen  and
      Zhu, Yuanyuan  and
      Zhong, Ming  and
      Qian, Tieyun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.238/",
    doi = "10.18653/v1/2025.findings-emnlp.238",
    pages = "4445--4461",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{rizzoli-etal-2025-civet,
    title = "{CIVET}: Systematic Evaluation of Understanding in {VLM}s",
    author = "Rizzoli, Massimo  and
      Alghisi, Simone  and
      Khomyn, Olha  and
      Roccabruna, Gabriel  and
      Mousavi, Seyed Mahed  and
      Riccardi, Giuseppe",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.239/",
    doi = "10.18653/v1/2025.findings-emnlp.239",
    pages = "4462--4480",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{takenami-etal-2025-cognitive,
    title = "How Does Cognitive Bias Affect Large Language Models? A Case Study on the Anchoring Effect in Price Negotiation Simulations",
    author = "Takenami, Yoshiki  and
      Huang, Yin Jou  and
      Murawaki, Yugo  and
      Chu, Chenhui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.240/",
    doi = "10.18653/v1/2025.findings-emnlp.240",
    pages = "4481--4498",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{feng-etal-2025-enhancing,
    title = "Enhancing Speech-to-Speech Dialogue Modeling with End-to-End Retrieval-Augmented Generation",
    author = "Feng, Pengchao  and
      Ma, Ziyang  and
      Chen, Wenxi  and
      Li, Yao  and
      Wang, Sheng  and
      Yu, Kai  and
      Chen, Xie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.241/",
    doi = "10.18653/v1/2025.findings-emnlp.241",
    pages = "4499--4507",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-backdoor,
    title = "Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods",
    author = "Chen, Yulin  and
      Li, Haoran  and
      Sui, Yuan  and
      Song, Yangqiu  and
      Hooi, Bryan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.242/",
    doi = "10.18653/v1/2025.findings-emnlp.242",
    pages = "4508--4527",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-path,
    title = "Path-enhanced Pre-trained Language Model for Knowledge Graph Completion",
    author = "Wang, Hao  and
      Song, Dandan  and
      Wu, Zhijing  and
      Tian, Yuhang  and
      Yang, Pan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.243/",
    doi = "10.18653/v1/2025.findings-emnlp.243",
    pages = "4528--4540",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-zero,
    title = "Zero-shot Cross-lingual {NER} via Mitigating Language Difference: An Entity-aligned Translation Perspective",
    author = "Zhang, Zhihao  and
      Lee, Sophia Yat Mei  and
      Zhang, Dong  and
      Li, Shoushan  and
      Zhou, Guodong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.244/",
    doi = "10.18653/v1/2025.findings-emnlp.244",
    pages = "4541--4557",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{shen-etal-2025-zero,
    title = "Zero-Shot Cross-Domain Aspect-Based Sentiment Analysis via Domain-Contextualized Chain-of-Thought Reasoning",
    author = "Shen, Chuming  and
      Wei, Wei  and
      Wang, Dong  and
      Wang, Zhong-Hao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.245/",
    doi = "10.18653/v1/2025.findings-emnlp.245",
    pages = "4558--4573",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yu-etal-2025-tree,
    title = "Tree of Agents: Improving Long-Context Capabilities of Large Language Models through Multi-Perspective Reasoning",
    author = "Yu, Song  and
      Xu, Xiaofei  and
      Deng, Ke  and
      Li, Li  and
      Tian, Lin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.246/",
    doi = "10.18653/v1/2025.findings-emnlp.246",
    pages = "4574--4592",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{almheiri-etal-2025-cross,
    title = "Cross-Cultural Transfer of Commonsense Reasoning in {LLM}s: Evidence from the {A}rab World",
    author = "Almheiri, Saeed  and
      Elbadry, Rania  and
      Attia, Mena  and
      Wang, Chenxi  and
      Nakov, Preslav  and
      Baldwin, Timothy  and
      Koto, Fajri",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.247/",
    doi = "10.18653/v1/2025.findings-emnlp.247",
    pages = "4593--4614",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-enhancing-partially,
    title = "Enhancing Partially Relevant Video Retrieval with Robust Alignment Learning",
    author = "Zhang, Long  and
      Song, Peipei  and
      Dong, Jianfeng  and
      Li, Kun  and
      Yang, Xun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.248/",
    doi = "10.18653/v1/2025.findings-emnlp.248",
    pages = "4615--4629",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lim-yoon-2025-multi,
    title = "Multi-level Diagnosis and Evaluation for Robust Tabular Feature Engineering with Large Language Models",
    author = "Lim, Yebin  and
      Yoon, Susik",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.249/",
    doi = "10.18653/v1/2025.findings-emnlp.249",
    pages = "4630--4655",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-prejudge,
    title = "Prejudge-Before-Think: Enhancing Large Language Models at Test-Time by Process Prejudge Reasoning",
    author = "Wang, Jianing  and
      Jiang, Jin  and
      Liu, Yang  and
      Zhang, Mengdi  and
      Cai, Xunliang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.250/",
    doi = "10.18653/v1/2025.findings-emnlp.250",
    pages = "4656--4673",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-frobenius,
    title = "{F}ro{M}: {F}robenius Norm-Based Data-Free Adaptive Model Merging",
    author = "Li, Zijian  and
      Feng, Xiaocheng  and
      Liu, Huixin  and
      Huang, Yichong  and
      Liu, Ting  and
      Qin, Bing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.251/",
    doi = "10.18653/v1/2025.findings-emnlp.251",
    pages = "4674--4687",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{qiao-etal-2025-dynamic,
    title = "Dynamic Simulation Framework for Disinformation Dissemination and Correction With Social Bots",
    author = "Qiao, Boyu  and
      Li, Kun  and
      Zhou, Wei  and
      Hu, Songlin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.252/",
    doi = "10.18653/v1/2025.findings-emnlp.252",
    pages = "4688--4710",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yang-etal-2025-beyond-first,
    title = "Beyond the First Error: Process Reward Models for Reflective Mathematical Reasoning",
    author = "Yang, Zhaohui  and
      He, Chenghua  and
      Shi, Xiaowen  and
      Deng, Shihong  and
      Li, Linjing  and
      Yin, Qiyue  and
      Jiang, Daxin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.253/",
    doi = "10.18653/v1/2025.findings-emnlp.253",
    pages = "4711--4728",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ma-etal-2025-prad,
    title = "{P}r{A}d: Prompt Adaptive Tuning for Decoder-only Language Models",
    author = "Ma, Youneng  and
      He, Junyi  and
      Fei, Haojun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.254/",
    doi = "10.18653/v1/2025.findings-emnlp.254",
    pages = "4729--4743",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{su-etal-2025-personalized,
    title = "Personalized Question Answering with User Profile Generation and Compression",
    author = "Su, Hang  and
      Yang, Yun  and
      Liu, Tianyang  and
      Liu, Xin  and
      Pu, Peng  and
      Lu, Xuesong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.255/",
    doi = "10.18653/v1/2025.findings-emnlp.255",
    pages = "4744--4763",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhao-etal-2025-dream,
    title = "Dream to Chat: Model-based Reinforcement Learning on Dialogues with User Belief Modeling",
    author = "Zhao, Yue  and
      Wang, Xiaoyu  and
      Wang, Dan  and
      Jiang, Zhonglin  and
      Gu, Qingqing  and
      Chen, Teng  and
      Xi, Ningyuan  and
      Qu, Jinxian  and
      Chen, Yong  and
      Ji, Luo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.256/",
    doi = "10.18653/v1/2025.findings-emnlp.256",
    pages = "4764--4781",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-fakesv,
    title = "{F}ake{SV}-{VLM}: Taming {VLM} for Detecting Fake Short-Video News via Progressive Mixture-Of-Experts Adapter",
    author = "Wang, JunXi  and
      Wang, Yaxiong  and
      Cheng, Lechao  and
      Zhong, Zhun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.257/",
    doi = "10.18653/v1/2025.findings-emnlp.257",
    pages = "4782--4798",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-beyond-inherent,
    title = "Beyond Inherent Cognition Biases in {LLM}-Based Event Forecasting: A Multi-Cognition Agentic Framework",
    author = "Wang, Zhen  and
      Zhou, Xi  and
      Yang, Yating  and
      Ma, Bo  and
      Wang, Lei  and
      Dong, Rui  and
      Anwar, Azmat",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.258/",
    doi = "10.18653/v1/2025.findings-emnlp.258",
    pages = "4799--4818",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lin-etal-2025-breaking,
    title = "Breaking the Reviewer: Assessing the Vulnerability of Large Language Models in Automated Peer Review Under Textual Adversarial Attacks",
    author = "Lin, Tzu-Ling  and
      Chen, Wei-Chih  and
      Hsiao, Teng-Fang  and
      Liu, Hou-I  and
      Yeh, Ya-Hsin  and
      Chan, Yu-Kai  and
      Lien, Wen-Sheng  and
      Kuo, Po-Yen  and
      Yu, Philip S.  and
      Shuai, Hong-Han",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.259/",
    doi = "10.18653/v1/2025.findings-emnlp.259",
    pages = "4819--4839",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-watermarking,
    title = "Watermarking with Low-Entropy {POS}-Guided Token Partitioning and {Z}-Score-Driven Dynamic Bias for Large Language Models",
    author = "Li, He  and
      Chen, Xiaojun  and
      Zhao, Zhendong  and
      Yang, Yunfei  and
      Zhao, Xin  and
      He, Jingcheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.260/",
    doi = "10.18653/v1/2025.findings-emnlp.260",
    pages = "4840--4859",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{fu-etal-2025-knowledge,
    title = "Knowledge Graph-Driven Memory Editing with Directional Interventions",
    author = "Fu, Jinhu  and
      Wang, Kun  and
      Guo, Chongye  and
      Fang, Junfeng  and
      Zhang, Wentao  and
      Su, Sen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.261/",
    doi = "10.18653/v1/2025.findings-emnlp.261",
    pages = "4860--4874",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wei-etal-2025-dtdes,
    title = "{DTDES}-{KGE}: Dual-Teacher Knowledge Distillation with Distinct Embedding Spaces for Knowledge Graph Embeddings",
    author = "Wei, Bofan  and
      Xu, Hongyuan  and
      Niu, Yuhang  and
      Ren, Jiarui  and
      Wen, Yanlong  and
      Yuan, Xiaojie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.262/",
    doi = "10.18653/v1/2025.findings-emnlp.262",
    pages = "4875--4887",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-llmeval,
    title = "{LLME}val-{M}ed: A Real-world Clinical Benchmark for Medical {LLM}s with Physician Validation",
    author = "Zhang, Ming  and
      Shen, Yujiong  and
      Li, Zelin  and
      Sha, Huayu  and
      Hu, Binze  and
      Wang, Yuhui  and
      Huang, Chenhao  and
      Liu, Shichun  and
      Tong, Jingqi  and
      Jiang, Changhao  and
      Chai, Mingxu  and
      Xi, Zhiheng  and
      Dou, Shihan  and
      Gui, Tao  and
      Zhang, Qi  and
      Huang, Xuanjing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.263/",
    doi = "10.18653/v1/2025.findings-emnlp.263",
    pages = "4888--4914",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chang-etal-2025-watermark,
    title = "Watermark Smoothing Attacks against Language Models",
    author = "Chang, Hongyan  and
      Hassani, Hamed  and
      Shokri, Reza",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.264/",
    doi = "10.18653/v1/2025.findings-emnlp.264",
    pages = "4915--4941",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hua-etal-2025-picd,
    title = "{PICD}-Instruct: A Generative Instruction Learning Framework for Few-Shot Multi-Intent Spoken Language Understanding",
    author = "Hua, Wenbin  and
      Fan, Rui  and
      He, Tingting  and
      Dong, Ming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.265/",
    doi = "10.18653/v1/2025.findings-emnlp.265",
    pages = "4942--4956",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-forewarned,
    title = "Forewarned is Forearmed: Pre-Synthesizing Jailbreak-like Instructions to Enhance {LLM} Safety Guardrail to Potential Attacks",
    author = "Liu, Sheng  and
      Sheng, Qiang  and
      Wang, Danding  and
      Li, Yang  and
      Yang, Guang  and
      Cao, Juan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.266/",
    doi = "10.18653/v1/2025.findings-emnlp.266",
    pages = "4957--4974",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ai-etal-2025-knowledge,
    title = "Are Knowledge and Reference in Multilingual Language Models Cross-Lingually Consistent?",
    author = "Ai, Xi  and
      Ihsani, Mahardika Krisna  and
      Kan, Min-Yen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.267/",
    doi = "10.18653/v1/2025.findings-emnlp.267",
    pages = "4975--5011",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{roussis-etal-2025-krikri,
    title = "Krikri: Advancing Open Large Language Models for {G}reek",
    author = "Roussis, Dimitris  and
      Voukoutis, Leon  and
      Paraskevopoulos, Georgios  and
      Sofianopoulos, Sokratis  and
      Prokopidis, Prokopis  and
      Papavassileiou, Vassilis  and
      Katsamanis, Athanasios  and
      Piperidis, Stelios  and
      Katsouros, Vassilis",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.268/",
    doi = "10.18653/v1/2025.findings-emnlp.268",
    pages = "5012--5033",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{nguyen-etal-2025-beyond-scientific,
    title = "Beyond the Scientific Document: A Citation-Aware Multi-Granular Summarization Approach with Heterogeneous Graphs",
    author = "Nguyen, Quoc-An  and
      Le, Xuan-Hung  and
      Vu, Thi-Minh-Thu  and
      Le, Hoang-Quynh",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.269/",
    doi = "10.18653/v1/2025.findings-emnlp.269",
    pages = "5034--5046",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ma-etal-2025-detecting-continuously,
    title = "Detecting Continuously Evolving Scam Calls under Limited Annotation: A {LLM}-Augmented Expert Rule Framework",
    author = "Ma, Haoyu  and
      Su, Qinliang  and
      Huang, Minhua  and
      Kai, Wu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.270/",
    doi = "10.18653/v1/2025.findings-emnlp.270",
    pages = "5047--5068",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zeng-etal-2025-empirical,
    title = "An Empirical Study of Position Bias in Modern Information Retrieval",
    author = "Zeng, Ziyang  and
      Zhang, Dun  and
      Li, Jiacheng  and
      Zoupanxiang  and
      Zhou, Yudong  and
      Yang, Yuqing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.271/",
    doi = "10.18653/v1/2025.findings-emnlp.271",
    pages = "5069--5081",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-genpoe,
    title = "{G}en{P}o{E}: Generative Passage-level Mixture of Experts for Knowledge Enhancement of {LLM}s",
    author = "Liu, Xuebing  and
      Qiao, Shanbao  and
      Na, Seung-Hoon",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.272/",
    doi = "10.18653/v1/2025.findings-emnlp.272",
    pages = "5082--5097",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-coranking,
    title = "{C}o{R}anking: Collaborative Ranking with Small and Large Ranking Agents",
    author = "Liu, Wenhan  and
      Ma, Xinyu  and
      Zhu, Yutao  and
      Su, Lixin  and
      Wang, Shuaiqiang  and
      Yin, Dawei  and
      Dou, Zhicheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.273/",
    doi = "10.18653/v1/2025.findings-emnlp.273",
    pages = "5098--5110",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jiao-etal-2025-hirag,
    title = "{HIRAG}: Hierarchical-Thought Instruction-Tuning Retrieval-Augmented Generation",
    author = "Jiao, Yihan  and
      Tan, Zhehao  and
      Yang, Dan  and
      Sun, Duolin  and
      Feng, Jie  and
      Shen, Yue  and
      Wang, Jian  and
      Wei, Peng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.274/",
    doi = "10.18653/v1/2025.findings-emnlp.274",
    pages = "5111--5130",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kim-etal-2025-towards,
    title = "Towards Personalized Conversational Sales Agents: Contextual User Profiling for Strategic Action",
    author = "Kim, Tongyoung  and
      Lee, Jeongeun  and
      Yoon, SooJin  and
      Kim, SungHwan  and
      Lee, Dongha",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.275/",
    doi = "10.18653/v1/2025.findings-emnlp.275",
    pages = "5131--5154",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hu-etal-2025-webcot,
    title = "{W}eb{C}o{T}: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback",
    author = "Hu, Minda  and
      Fang, Tianqing  and
      Zhang, Jianshu  and
      Ma, Jun-Yu  and
      Zhang, Zhisong  and
      Zhou, Jingyan  and
      Zhang, Hongming  and
      Mi, Haitao  and
      Yu, Dong  and
      King, Irwin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.276/",
    doi = "10.18653/v1/2025.findings-emnlp.276",
    pages = "5155--5173",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-interesting,
    title = "Interesting Culture: Social Relation Recognition from Videos via Culture De-confounding",
    author = "Zhang, Yuxuan  and
      Zhu, Yangfu  and
      Wang, Haorui  and
      Wu, Bin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.277/",
    doi = "10.18653/v1/2025.findings-emnlp.277",
    pages = "5174--5184",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liang-etal-2025-thinkswitcher,
    title = "{T}hink{S}witcher: When to Think Hard, When to Think Fast",
    author = "Liang, Guosheng  and
      Zhong, Longguang  and
      Yang, Ziyi  and
      Quan, Xiaojun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.278/",
    doi = "10.18653/v1/2025.findings-emnlp.278",
    pages = "5185--5201",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hieu-etal-2025-magix,
    title = "{M}a{G}i{X}: A Multi-Granular Adaptive Graph Intelligence Framework for Enhancing Cross-Lingual {RAG}",
    author = "Hieu, Nguyen Manh  and
      Anh, Vu Lam  and
      Van, Hung Pham  and
      Hai, Nam Le  and
      Van, Linh Ngo  and
      Diep, Nguyen Thi Ngoc  and
      Nguyen, Thien Huu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.279/",
    doi = "10.18653/v1/2025.findings-emnlp.279",
    pages = "5202--5219",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{barale-etal-2025-lextime,
    title = "{L}ex{T}ime: A Benchmark for Temporal Ordering of Legal Events",
    author = "Barale, Claire  and
      Barrett, Leslie  and
      Bajaj, Vikram Sunil  and
      Rovatsos, Michael",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.280/",
    doi = "10.18653/v1/2025.findings-emnlp.280",
    pages = "5220--5236",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-beyond-surface,
    title = "Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation",
    author = "Zhang, Shiwen  and
      Wang, Lingxiang  and
      Zhang, Hainan  and
      Wang, Ziwei  and
      Wen, Sijia  and
      Zheng, Zhiming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.281/",
    doi = "10.18653/v1/2025.findings-emnlp.281",
    pages = "5237--5246",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lu-etal-2025-x,
    title = "{X}-Boundary: Establishing Exact Safety Boundary to Shield {LLM}s from Jailbreak Attacks without Compromising Usability",
    author = "Lu, Xiaoya  and
      Liu, Dongrui  and
      Yu, Yi  and
      Xu, Luxin  and
      Shao, Jing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.282/",
    doi = "10.18653/v1/2025.findings-emnlp.282",
    pages = "5247--5272",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{antebi-etal-2025-tag,
    title = "Tag{\&}Tab: Pretraining Data Detection in Large Language Models Using Keyword-Based Membership Inference Attack",
    author = "Antebi, Sagiv  and
      Habler, Edan  and
      Shabtai, Asaf  and
      Elovici, Yuval",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.283/",
    doi = "10.18653/v1/2025.findings-emnlp.283",
    pages = "5273--5286",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{mou-etal-2025-ecolang,
    title = "{E}co{LANG}: Efficient and Effective Agent Communication Language Induction for Social Simulation",
    author = "Mou, Xinyi  and
      Qian, Chen  and
      Liu, Wei  and
      Yan, Ling  and
      Hu, Yao  and
      Huang, Xuanjing  and
      Wei, Zhongyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.284/",
    doi = "10.18653/v1/2025.findings-emnlp.284",
    pages = "5287--5304",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{an-etal-2025-revealing,
    title = "Revealing the Inherent Instructability of Pre-Trained Language Models",
    author = "An, Seokhyun  and
      Kim, Minji  and
      Kim, Hyounghun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.285/",
    doi = "10.18653/v1/2025.findings-emnlp.285",
    pages = "5305--5336",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhou-etal-2025-media,
    title = "What Media Frames Reveal About Stance: A Dataset and Study about Memes in Climate Change Discourse",
    author = {Zhou, Shijia  and
      Peng, Siyao  and
      Luebke, Simon M.  and
      Ha{\ss}ler, J{\"o}rg  and
      Haim, Mario  and
      Mohammad, Saif M.  and
      Plank, Barbara},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.286/",
    doi = "10.18653/v1/2025.findings-emnlp.286",
    pages = "5337--5356",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-rethinking-personality,
    title = "Rethinking Personality Assessment from Human-Agent Dialogues: Fewer Rounds May Be Better Than More",
    author = "Zhang, Baiqiao  and
      Liao, Zhifeng  and
      Li, Xiangxian  and
      Zhou, Chao  and
      Liu, Juan  and
      Ma, Xiaojuan  and
      Bian, Yulong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.287/",
    doi = "10.18653/v1/2025.findings-emnlp.287",
    pages = "5357--5380",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{gao-etal-2025-tailorrpa,
    title = "{T}ailor{RPA}: A Retrieval-Based Framework for Eliciting Personalized and Coherent Role-Playing Agents in General Domain",
    author = "Gao, Zhenpeng  and
      Xing, Xiaofen  and
      Xu, Xiangmin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.288/",
    doi = "10.18653/v1/2025.findings-emnlp.288",
    pages = "5381--5412",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{huang-etal-2025-sce,
    title = "{SCE}: Semantic Consistency Enhanced Reinforcement Learning for Multi-Hop Knowledge Graph Reasoning",
    author = "Huang, Yanwen  and
      Liu, Yao  and
      Liu, Qiao  and
      Hou, Rui  and
      Dai, Tingting",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.289/",
    doi = "10.18653/v1/2025.findings-emnlp.289",
    pages = "5413--5425",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kim-etal-2025-regraphrag,
    title = "{R}e{G}raph{RAG}: Reorganizing Fragmented Knowledge Graphs for Multi-Perspective Retrieval-Augmented Generation",
    author = "Kim, Soohyeong  and
      Hwang, Seok Jun  and
      Kim, JungHyoun  and
      Park, Jeonghyeon  and
      Choi, Yong Suk",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.290/",
    doi = "10.18653/v1/2025.findings-emnlp.290",
    pages = "5426--5443",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{frank-afli-2025-gase,
    title = "{GASE}: Generatively Augmented Sentence Encoding",
    author = "Frank, Manuel  and
      Afli, Haithem",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.291/",
    doi = "10.18653/v1/2025.findings-emnlp.291",
    pages = "5444--5461",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{muti-etal-2025-r,
    title = "The ``r'' in ``woman'' stands for rights. Auditing {LLM}s in Uncovering Social Dynamics in Implicit Misogyny",
    author = "Muti, Arianna  and
      Emmery, Chris  and
      Nozza, Debora  and
      Barr{\'o}n-Cede{\~n}o, Alberto  and
      Caselli, Tommaso",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.292/",
    doi = "10.18653/v1/2025.findings-emnlp.292",
    pages = "5462--5479",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hao-wu-2025-fact,
    title = "Fact Verification on Knowledge Graph via Programmatic Graph Reasoning",
    author = "Hao, Yuanzhen  and
      Wu, Desheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.293/",
    doi = "10.18653/v1/2025.findings-emnlp.293",
    pages = "5480--5495",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ma-etal-2025-agent,
    title = "Agent Trading Arena: A Study on Numerical Understanding in {LLM}-Based Agents",
    author = "Ma, Tianmi  and
      Du, Jiawei  and
      Huang, Wenxin  and
      Wang, Wenjie  and
      Xie, Liang  and
      Zhong, Xian  and
      Zhou, Joey Tianyi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.294/",
    doi = "10.18653/v1/2025.findings-emnlp.294",
    pages = "5496--5514",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{attri-etal-2025-feel,
    title = "Why We Feel What We Feel: Joint Detection of Emotions and Their Opinion Triggers in {E}-commerce",
    author = "Attri, Arnav  and
      Attri, Anuj  and
      Banerjee, Suman  and
      Patil, Amey  and
      Chelliah, Muthusamy  and
      Garera, Nikesh  and
      Bhattacharyya, Pushpak",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.295/",
    doi = "10.18653/v1/2025.findings-emnlp.295",
    pages = "5515--5532",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{cegin-etal-2025-use,
    title = "Use Random Selection for Now: Investigation of Few-Shot Selection Strategies in {LLM}-based Text Augmentation",
    author = "Cegin, Jan  and
      Pecher, Branislav  and
      Simko, Jakub  and
      Srba, Ivan  and
      Bielikova, Maria  and
      Brusilovsky, Peter",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.296/",
    doi = "10.18653/v1/2025.findings-emnlp.296",
    pages = "5533--5550",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{bhattacharyya-bhattacharya-2025-banglabyt5,
    title = "{B}angla{B}y{T}5: Byte-Level Modelling for {B}angla",
    author = "Bhattacharyya, Pramit  and
      Bhattacharya, Arnab",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.297/",
    doi = "10.18653/v1/2025.findings-emnlp.297",
    pages = "5551--5560",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{nguyen-etal-2025-xtra,
    title = "{XTRA}: Cross-Lingual Topic Modeling with Topic and Representation Alignments",
    author = "Nguyen, Tien Phat  and
      Minh, Ngo Vu  and
      Nguyen, Tung  and
      Van, Linh Ngo  and
      Nguyen, Duc Anh  and
      Sang, Dinh Viet  and
      Le, Trung",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.298/",
    doi = "10.18653/v1/2025.findings-emnlp.298",
    pages = "5561--5575",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-codecontests,
    title = "{C}ode{C}ontests+: High-Quality Test Case Generation for Competitive Programming",
    author = "Wang, Zihan  and
      Liu, Siyao  and
      Sun, Yang  and
      Ding, Ming  and
      Li, Hongyan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.299/",
    doi = "10.18653/v1/2025.findings-emnlp.299",
    pages = "5576--5600",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sun-etal-2025-spo,
    title = "{SPO}: Self Preference Optimization with Self Regularization",
    author = "Sun, Yuhao  and
      Zhang, Yifan  and
      Wang, Quandong  and
      Wu, Qinzhuo  and
      Liu, Wei  and
      Luan, Jian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.300/",
    doi = "10.18653/v1/2025.findings-emnlp.300",
    pages = "5601--5614",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yu-etal-2025-long,
    title = "Long-context Language Models Fail in Basic Retrieval Tasks Without Sufficient Reasoning Steps",
    author = "Yu, Yijiong  and
      Qi, Zhixiao  and
      Huang, Yongfeng  and
      Wang, Wei  and
      Weifeng.liu  and
      Chen, Ran  and
      Pei, Ji",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.301/",
    doi = "10.18653/v1/2025.findings-emnlp.301",
    pages = "5615--5634",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{calvo-figueras-agerri-2025-benchmarking,
    title = "Benchmarking Critical Questions Generation: A Challenging Reasoning Task for Large Language Models",
    author = "Calvo Figueras, Blanca  and
      Agerri, Rodrigo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.302/",
    doi = "10.18653/v1/2025.findings-emnlp.302",
    pages = "5635--5652",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kang-xiong-2025-researcharena,
    title = "{R}esearch{A}rena: Benchmarking Large Language Models' Ability to Collect and Organize Information as Research Agents",
    author = "Kang, Hao  and
      Xiong, Chenyan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.303/",
    doi = "10.18653/v1/2025.findings-emnlp.303",
    pages = "5653--5671",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ye-luo-2025-llms,
    title = "{LLM}s are Privacy Erasable",
    author = "Ye, Zipeng  and
      Luo, Wenjian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.304/",
    doi = "10.18653/v1/2025.findings-emnlp.304",
    pages = "5672--5692",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{abdallah-etal-2025-good,
    title = "How Good are {LLM}-based Rerankers? An Empirical Analysis of State-of-the-Art Reranking Models",
    author = "Abdallah, Abdelrahman  and
      Piryani, Bhawna  and
      Mozafari, Jamshid  and
      Ali, Mohammed  and
      Jatowt, Adam",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.305/",
    doi = "10.18653/v1/2025.findings-emnlp.305",
    pages = "5693--5709",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{abdallah-etal-2025-dear,
    title = "{D}e{AR}: Dual-Stage Document Reranking with Reasoning Agents via {LLM} Distillation",
    author = "Abdallah, Abdelrahman  and
      Mozafari, Jamshid  and
      Piryani, Bhawna  and
      Jatowt, Adam",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.306/",
    doi = "10.18653/v1/2025.findings-emnlp.306",
    pages = "5710--5723",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{guo-etal-2025-candy,
    title = "{CANDY}: Benchmarking {LLM}s' Limitations and Assistive Potential in {C}hinese Misinformation Fact-Checking",
    author = "Guo, Ruiling  and
      Yang, Xinwei  and
      Huang, Chen  and
      Zhang, Tong  and
      Hu, Yong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.307/",
    doi = "10.18653/v1/2025.findings-emnlp.307",
    pages = "5724--5758",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-e,
    title = "{E}-Verify: A Paradigm Shift to Scalable Embedding-based Factuality Verification",
    author = "Liu, Zeyang  and
      Xue, Jingfeng  and
      Yang, Xiuqi  and
      Du, Wenbiao  and
      Fu, Jiarun  and
      Chen, Junbao  and
      Guo, Wenjie  and
      Wang, Yong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.308/",
    doi = "10.18653/v1/2025.findings-emnlp.308",
    pages = "5759--5776",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-llm-jailbreak,
    title = "{LLM} Jailbreak Detection for (Almost) Free!",
    author = "Chen, Guorui  and
      Xia, Yifan  and
      Jia, Xiaojun  and
      Li, Zhijiang  and
      Torr, Philip  and
      Gu, Jindong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.309/",
    doi = "10.18653/v1/2025.findings-emnlp.309",
    pages = "5777--5807",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-continue,
    title = "When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning",
    author = "Zhang, Xiaoyun  and
      Ruan, Jingqing  and
      Ma, Xing  and
      Zhu, Yawen  and
      Zhao, Haodong  and
      Li, Hao  and
      Chen, Jiansong  and
      Zeng, Ke  and
      Cai, Xunliang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.310/",
    doi = "10.18653/v1/2025.findings-emnlp.310",
    pages = "5808--5828",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-plugging,
    title = "Plugging Schema Graph into Multi-Table {QA}: A Human-Guided Framework for Reducing {LLM} Reliance",
    author = "Wang, Xixi  and
      Costa, Miguel  and
      Kovaceva, Jordanka  and
      Wang, Shuai  and
      Pereira, Francisco C.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.311/",
    doi = "10.18653/v1/2025.findings-emnlp.311",
    pages = "5829--5842",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jin-etal-2025-evolution,
    title = "Evolution in Simulation: {AI}-Agent School with Dual Memory for High-Fidelity Educational Dynamics",
    author = "Jin, Sheng  and
      Wang, Haoming  and
      Gao, Zhiqi  and
      Yang, Yongbo  and
      Chunjia, Bao  and
      Wang, Chengliang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.312/",
    doi = "10.18653/v1/2025.findings-emnlp.312",
    pages = "5843--5857",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-retrieval,
    title = "Retrieval-Augmented Machine Translation with Unstructured Knowledge",
    author = "Wang, Jiaan  and
      Meng, Fandong  and
      Zhang, Yingxue  and
      Zhou, Jie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.313/",
    doi = "10.18653/v1/2025.findings-emnlp.313",
    pages = "5858--5871",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yang-etal-2025-mars,
    title = "{MARS}-Bench: A Multi-turn Athletic Real-world Scenario Benchmark for Dialogue Evaluation",
    author = "Yang, Chenghao  and
      Luo, Yinbo  and
      Wen, Zhoufutu  and
      Chu, Qi  and
      Gong, Tao  and
      Liu, Longxiang  and
      Zhang, Kaiyuan  and
      Jiao, Jianpeng  and
      Zhang, Ge  and
      Huang, Wenhao  and
      Yu, Nenghai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.314/",
    doi = "10.18653/v1/2025.findings-emnlp.314",
    pages = "5872--5898",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yang-etal-2025-utmath,
    title = "{UTM}ath: A Benchmark for Math Evaluation with Unit Test",
    author = "Yang, Bo  and
      Yang, Qingping  and
      Ma, Yingwei  and
      Liu, Runtao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.315/",
    doi = "10.18653/v1/2025.findings-emnlp.315",
    pages = "5899--5915",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{guta-etal-2025-green,
    title = "The Green {KNIGHT}: Green Machine Translation with Knowledge-Distilled, Narrow, Inexpensive, Greedy, Hybrid Transformers",
    author = "Guta, Andreas  and
      Petrick, Frithjof  and
      Pol{\'a}k, Peter",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.316/",
    doi = "10.18653/v1/2025.findings-emnlp.316",
    pages = "5916--5931",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yang-etal-2025-constructing,
    title = "Constructing Your Model{'}s Value Distinction: Towards {LLM} Alignment with Anchor Words Tuning",
    author = "Yang, Zhen  and
      Jian, Ping  and
      Li, Chengzhi  and
      Wang, Chenxu  and
      Zhang, Xinyue  and
      Lu, Wenpeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.317/",
    doi = "10.18653/v1/2025.findings-emnlp.317",
    pages = "5932--5948",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hu-etal-2025-mcitebench,
    title = "{MC}ite{B}ench: A Multimodal Benchmark for Generating Text with Citations",
    author = "Hu, Caiyu  and
      Zhang, Yikai  and
      Zhu, Tinghui  and
      Ye, Yiwei  and
      Xiao, Yanghua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.318/",
    doi = "10.18653/v1/2025.findings-emnlp.318",
    pages = "5949--5966",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{shen-etal-2025-llms,
    title = "Do {LLM}s Know and Understand Domain Conceptual Knowledge?",
    author = "Shen, Sijia  and
      Jiang, Feiyan  and
      Wang, Peiyan  and
      Feng, Yubo  and
      Jiang, Yuchen  and
      Liu, Chang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.319/",
    doi = "10.18653/v1/2025.findings-emnlp.319",
    pages = "5967--5976",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{schmidgall-etal-2025-agent,
    title = "Agent Laboratory: Using {LLM} Agents as Research Assistants",
    author = "Schmidgall, Samuel  and
      Su, Yusheng  and
      Wang, Ze  and
      Sun, Ximeng  and
      Wu, Jialian  and
      Yu, Xiaodong  and
      Liu, Jiang  and
      Moor, Michael  and
      Liu, Zicheng  and
      Barsoum, Emad",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.320/",
    doi = "10.18653/v1/2025.findings-emnlp.320",
    pages = "5977--6043",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{huang-etal-2025-retrieval,
    title = "Retrieval-Augmented Generation with Hierarchical Knowledge",
    author = "Huang, Haoyu  and
      Huang, Yongfeng  and
      Junjie, Yang  and
      Pan, Zhenyu  and
      Chen, Yongqiang  and
      Ma, Kaili  and
      Chen, Hongzhi  and
      Cheng, James",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.321/",
    doi = "10.18653/v1/2025.findings-emnlp.321",
    pages = "6044--6060",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sheng-etal-2025-regularized,
    title = "Regularized Contrastive Decoding with Hard Negative Samples for {LLM} Hallucination Mitigation",
    author = "Sheng, Haonan  and
      Hu, Dou  and
      Wei, Lingwei  and
      Zhou, Wei  and
      Hu, Songlin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.322/",
    doi = "10.18653/v1/2025.findings-emnlp.322",
    pages = "6061--6073",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yin-etal-2025-charactercraft,
    title = "{C}haracter{C}raft: Bridging the Literature-Reality Dialogue Gap for Practical Role-Playing Agents",
    author = "Yin, Xuyan  and
      Yang, Xinran  and
      Li, Zihao  and
      Zou, Lixin  and
      Li, Chenliang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.323/",
    doi = "10.18653/v1/2025.findings-emnlp.323",
    pages = "6074--6106",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kim-etal-2025-drift,
    title = "Drift: Decoding-time Personalized Alignments with Implicit User Preferences",
    author = "Kim, Minbeom  and
      Lee, Kang-il  and
      Joo, Seongho  and
      Lee, Hwaran  and
      Thonet, Thibaut  and
      Jung, Kyomin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.324/",
    doi = "10.18653/v1/2025.findings-emnlp.324",
    pages = "6107--6126",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-discovering,
    title = "Discovering Semantic Subdimensions through Disentangled Conceptual Representations",
    author = "Zhang, Yunhao  and
      Wang, Shaonan  and
      Lin, Nan  and
      Dong, Xinyi  and
      Li, Chong  and
      Zong, Chengqing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.325/",
    doi = "10.18653/v1/2025.findings-emnlp.325",
    pages = "6127--6144",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lu-etal-2025-identifying,
    title = "Identifying Aspects in Peer Reviews",
    author = "Lu, Sheng  and
      Kuznetsov, Ilia  and
      Gurevych, Iryna",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.326/",
    doi = "10.18653/v1/2025.findings-emnlp.326",
    pages = "6145--6167",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ji-etal-2025-tree,
    title = "Tree-Structured Non-Autoregressive Decoding for Sequence-to-Sequence Text Generation",
    author = "Ji, Pengyu  and
      Liu, Yufei  and
      Hu, Xiang  and
      Tu, Kewei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.327/",
    doi = "10.18653/v1/2025.findings-emnlp.327",
    pages = "6168--6174",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{fan-etal-2025-towards,
    title = "Towards More Efficient Post-training via {F}ourier Domain Adapter Framework",
    author = "Fan, Yijia  and
      Zhang, Jusheng  and
      Wang, Keze",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.328/",
    doi = "10.18653/v1/2025.findings-emnlp.328",
    pages = "6175--6193",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sun-etal-2025-kerag,
    title = "{KERAG}: Knowledge-Enhanced Retrieval-Augmented Generation for Advanced Question Answering",
    author = "Sun, Yushi  and
      Sun, Kai  and
      Xu, Yifan Ethan  and
      Yang, Xiao  and
      Dong, Xin Luna  and
      Tang, Nan  and
      Chen, Lei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.329/",
    doi = "10.18653/v1/2025.findings-emnlp.329",
    pages = "6194--6216",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-features,
    title = "Not All Features Deserve Attention: Graph-Guided Dependency Learning for Tabular Data Generation with Language Models",
    author = "Zhang, Zheyu  and
      Yang, Shuo  and
      Prenkaj, Bardh  and
      Kasneci, Gjergji",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.330/",
    doi = "10.18653/v1/2025.findings-emnlp.330",
    pages = "6217--6242",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{fan-etal-2025-ccg,
    title = "{CCG}: Rare-Label Prediction via Neural {SEM}{--}Driven Causal Game",
    author = "Fan, Yijia  and
      Zhang, Jusheng  and
      Cai, Kaitong  and
      Yang, Jing  and
      Wang, Keze",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.331/",
    doi = "10.18653/v1/2025.findings-emnlp.331",
    pages = "6243--6256",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wu-etal-2025-multimodal,
    title = "Multimodal Emotion Recognition in Conversations: A Survey of Methods, Trends, Challenges and Prospects",
    author = "Wu, ChengYan  and
      Cai, Yiqiang  and
      Liu, Yang  and
      Zhu, Pengxu  and
      Xue, Yun  and
      Gong, Ziwei  and
      Hirschberg, Julia  and
      Ma, Bolei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.332/",
    doi = "10.18653/v1/2025.findings-emnlp.332",
    pages = "6257--6274",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-allies-turn,
    title = "When Allies Turn Foes: Exploring Group Characteristics of {LLM}-Based Multi-Agent Collaborative Systems Under Adversarial Attacks",
    author = "Zhang, Jiahao  and
      Kan, Baoshuo  and
      Gong, Tao  and
      Wang, Fu Lee  and
      Hao, Tianyong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.333/",
    doi = "10.18653/v1/2025.findings-emnlp.333",
    pages = "6275--6300",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-chu-2025-editid,
    title = "{E}dit{ID}: Training-Free Editable {ID} Customization for Text-to-Image Generation",
    author = "Li, Guandong  and
      Chu, Zhaobin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.334/",
    doi = "10.18653/v1/2025.findings-emnlp.334",
    pages = "6301--6319",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-osc,
    title = "{OSC}: Cognitive Orchestration through Dynamic Knowledge Alignment in Multi-Agent {LLM} Collaboration",
    author = "Zhang, Jusheng  and
      Fan, Yijia  and
      Cai, Kaitong  and
      Sun, Xiaofei  and
      Wang, Keze",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.335/",
    doi = "10.18653/v1/2025.findings-emnlp.335",
    pages = "6320--6337",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-videollm,
    title = "{V}ideo{LLM} Knows When to Speak: Enhancing Time-Sensitive Video Comprehension with Video-Text Duet Interaction Format",
    author = "Wang, Yueqian  and
      Meng, Xiaojun  and
      Wang, Yuxuan  and
      Liang, Jianxin  and
      Wei, Jiansheng  and
      Zhang, Huishuai  and
      Zhao, Dongyan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.336/",
    doi = "10.18653/v1/2025.findings-emnlp.336",
    pages = "6338--6359",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yan-etal-2025-answer,
    title = "To Answer or Not to Answer ({TAONA}): A Robust Textual Graph Understanding and Question Answering Approach",
    author = "Yan, Yuchen  and
      Kolekar, Aakash  and
      Genc, Sahika  and
      Xu, Wenju  and
      Huang, Edward W  and
      Srinivasan, Anirudh  and
      Jain, Mukesh  and
      He, Qi  and
      Tong, Hanghang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.337/",
    doi = "10.18653/v1/2025.findings-emnlp.337",
    pages = "6360--6376",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yeo-etal-2025-understanding,
    title = "Understanding Refusal in Language Models with Sparse Autoencoders",
    author = "Yeo, Wei Jie  and
      Prakash, Nirmalendu  and
      Neo, Clement  and
      Satapathy, Ranjan  and
      Lee, Roy Ka-Wei  and
      Cambria, Erik",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.338/",
    doi = "10.18653/v1/2025.findings-emnlp.338",
    pages = "6377--6399",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ernst-etal-2025-come,
    title = "Where Did That Come From? Sentence-Level Error-Tolerant Attribution",
    author = "Ernst, Ori  and
      Slobodkin, Aviv  and
      Cao, Meng  and
      Wei, Sihui  and
      Cheung, Jackie CK",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.339/",
    doi = "10.18653/v1/2025.findings-emnlp.339",
    pages = "6400--6417",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{bao-etal-2025-alleviating,
    title = "Alleviating Performance Degradation Caused by Out-of-Distribution Issues in Embedding-Based Retrieval",
    author = "Bao, Haotong  and
      Zhang, Jianjin  and
      Chen, Qi  and
      Han, Weihao  and
      Zeng, Zhengxin  and
      Chang, Ruiheng  and
      Li, Mingzheng  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 = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.340/",
    doi = "10.18653/v1/2025.findings-emnlp.340",
    pages = "6418--6427",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{barrett-etal-2025-llms,
    title = "Can {LLM}s Find a Needle in a Haystack? A Look at Anomaly Detection Language Modeling",
    author = "Barrett, Leslie  and
      Bajaj, Vikram Sunil  and
      Kingan, Robert John",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.341/",
    doi = "10.18653/v1/2025.findings-emnlp.341",
    pages = "6428--6435",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-beyond-single,
    title = "Beyond Single Frames: Can {LMM}s Comprehend Implicit Narratives in Comic Strip?",
    author = "Wang, Xiaochen  and
      Xia, Heming  and
      Song, Jialin  and
      Guan, Longyu  and
      Dong, Qingxiu  and
      Li, Rui  and
      Yang, Yixin  and
      Pu, Yifan  and
      Luo, Weiyao  and
      Wang, Yiru  and
      Meng, Xiangdi  and
      Li, Wenjie  and
      Sui, Zhifang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.342/",
    doi = "10.18653/v1/2025.findings-emnlp.342",
    pages = "6436--6452",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lin-hooi-2025-enhancing,
    title = "Enhancing Multi-Agent Debate System Performance via Confidence Expression",
    author = "Lin, Zijie  and
      Hooi, Bryan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.343/",
    doi = "10.18653/v1/2025.findings-emnlp.343",
    pages = "6453--6471",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{aghazadeh-kovashka-2025-face,
    title = "The Face of Persuasion: Analyzing Bias and Generating Culture-Aware Ads",
    author = "Aghazadeh, Aysan  and
      Kovashka, Adriana",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.344/",
    doi = "10.18653/v1/2025.findings-emnlp.344",
    pages = "6472--6500",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zeng-etal-2025-sift,
    title = "{SIFT}: Grounding {LLM} Reasoning in Contexts via Stickers",
    author = "Zeng, Zihao  and
      Huang, Xuyao  and
      Li, Boxiu  and
      Deng, Zhijie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.345/",
    doi = "10.18653/v1/2025.findings-emnlp.345",
    pages = "6501--6513",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{deng-etal-2025-inverse,
    title = "When Inverse Data Outperforms: Exploring the Pitfalls of Mixed Data in Multi-Stage Fine-Tuning",
    author = "Deng, Mengyi  and
      Li, Xin  and
      Zhu, Tingyu  and
      Yang, Zhicheng  and
      Guo, Zhijiang  and
      Wang, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.346/",
    doi = "10.18653/v1/2025.findings-emnlp.346",
    pages = "6514--6523",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ramakrishna-etal-2025-lume,
    title = "{LUME}: {LLM} Unlearning with Multitask Evaluations",
    author = "Ramakrishna, Anil  and
      Wan, Yixin  and
      Jin, Xiaomeng  and
      Chang, Kai-Wei  and
      Bu, Zhiqi  and
      Vinzamuri, Bhanukiran  and
      Cevher, Volkan  and
      Hong, Mingyi  and
      Gupta, Rahul",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.347/",
    doi = "10.18653/v1/2025.findings-emnlp.347",
    pages = "6524--6535",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wu-sun-2025-language,
    title = "How do Language Models Generate Slang: A Systematic Comparison between Human and Machine-Generated Slang Usages",
    author = "Wu, Siyang  and
      Sun, Zhewei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.348/",
    doi = "10.18653/v1/2025.findings-emnlp.348",
    pages = "6536--6559",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ou-etal-2025-bridging,
    title = "Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning",
    author = "Ou, Siqu  and
      Liu, Hongcheng  and
      Wang, Pingjie  and
      Liao, Yusheng  and
      Xuan, Chuan  and
      Wang, Yanfeng  and
      Wang, Yu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.349/",
    doi = "10.18653/v1/2025.findings-emnlp.349",
    pages = "6560--6578",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{salim-etal-2025-medcod,
    title = "{M}ed{COD}: Enhancing {E}nglish-to-{S}panish Medical Translation of Large Language Models Using Enriched Chain-of-Dictionary Framework",
    author = "Salim, Md Shahidul  and
      Fu, Lian  and
      Ramakrishnan, Arav Adikesh  and
      Yao, Zonghai  and
      Yu, Hong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.350/",
    doi = "10.18653/v1/2025.findings-emnlp.350",
    pages = "6579--6597",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jang-etal-2025-chatbot,
    title = "Chatbot To Help Patients Understand Their Health",
    author = "Jang, Won Seok  and
      Tran, Hieu  and
      Mistry, Manav Shaileshkumar  and
      Gandluri, Sai Kiran  and
      Zhang, Yifan  and
      Sultana, Sharmin  and
      Kwon, Sunjae  and
      Zhang, Yuan  and
      Yao, Zonghai  and
      Yu, Hong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.351/",
    doi = "10.18653/v1/2025.findings-emnlp.351",
    pages = "6598--6627",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{duchnowski-etal-2025-knapsack,
    title = "A Knapsack by Any Other Name: Presentation impacts {LLM} performance on {NP}-hard problems",
    author = "Duchnowski, Alex  and
      Pavlick, Ellie  and
      Koller, Alexander",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.352/",
    doi = "10.18653/v1/2025.findings-emnlp.352",
    pages = "6628--6651",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{in-etal-2025-safety,
    title = "Is Safety Standard Same for Everyone? User-Specific Safety Evaluation of Large Language Models",
    author = "In, Yeonjun  and
      Kim, Wonjoong  and
      Yoon, Kanghoon  and
      Kim, Sungchul  and
      Tanjim, Mehrab  and
      Park, Sangwu  and
      Kim, Kibum  and
      Park, Chanyoung",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.353/",
    doi = "10.18653/v1/2025.findings-emnlp.353",
    pages = "6652--6671",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{levi-etal-2025-jailbreak,
    title = "Jailbreak Attack Initializations as Extractors of Compliance Directions",
    author = "LeVi, Amit  and
      Himelstein, Rom  and
      Nemcovsky, Yaniv  and
      Mendelson, Avi  and
      Baskin, Chaim",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.354/",
    doi = "10.18653/v1/2025.findings-emnlp.354",
    pages = "6672--6705",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hou-etal-2025-train,
    title = "Train Once for All: A Transitional Approach for Efficient Aspect Sentiment Triplet Extraction",
    author = "Hou, Xinmeng  and
      Fu, Lingyue  and
      Meng, Chenhao  and
      Du, Kounianhua  and
      Hu, Hai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.355/",
    doi = "10.18653/v1/2025.findings-emnlp.355",
    pages = "6706--6719",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{aljohani-etal-2025-comprehensive,
    title = "A Comprehensive Survey on the Trustworthiness of Large Language Models in Healthcare",
    author = "Aljohani, Manar  and
      Hou, Jun  and
      Kommu, Sindhura  and
      Wang, Xuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.356/",
    doi = "10.18653/v1/2025.findings-emnlp.356",
    pages = "6720--6748",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-self-correction,
    title = "Self-Correction Makes {LLM}s Better Parsers",
    author = "Zhang, Ziyan  and
      Hou, Yang  and
      Gong, Chen  and
      Li, Zhenghua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.357/",
    doi = "10.18653/v1/2025.findings-emnlp.357",
    pages = "6749--6762",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hu-etal-2025-explaining,
    title = "Explaining Length Bias in {LLM}-Based Preference Evaluations",
    author = "Hu, Zhengyu  and
      Song, Linxin  and
      Zhang, Jieyu  and
      Xiao, Zheyuan  and
      Wang, Tianfu  and
      Chen, Zhengyu  and
      Yuan, Nicholas Jing  and
      Lian, Jianxun  and
      Ding, Kaize  and
      Xiong, Hui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.358/",
    doi = "10.18653/v1/2025.findings-emnlp.358",
    pages = "6763--6794",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{weinzierl-harabagiu-2025-investigating,
    title = "Investigating Controversy Framing across Topics on Social Media",
    author = "Weinzierl, Maxwell  and
      Harabagiu, Sanda M.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.359/",
    doi = "10.18653/v1/2025.findings-emnlp.359",
    pages = "6795--6814",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-heal,
    title = "{HEAL}: Hybrid Enhancement with {LLM}-based Agents for Text-attributed Hypergraph Self-supervised Representation Learning",
    author = "Li, Ruochang  and
      Luo, Xiao  and
      Xiao, Zhiping  and
      Ju, Wei  and
      Zhang, Ming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.360/",
    doi = "10.18653/v1/2025.findings-emnlp.360",
    pages = "6815--6829",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yuan-etal-2025-remamba,
    title = "{R}e{M}amba: Equip Mamba with Effective Long-Sequence Modeling",
    author = "Yuan, Danlong  and
      Liu, Jiahao  and
      Li, Bei  and
      Zhang, Huishuai  and
      Wang, Jingang  and
      Cai, Xunliang  and
      Zhao, Dongyan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.361/",
    doi = "10.18653/v1/2025.findings-emnlp.361",
    pages = "6830--6840",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-quito,
    title = "{QUITO}-{X}: A New Perspective on Context Compression from the Information Bottleneck Theory",
    author = "Wang, Yihang  and
      Huang, Xu  and
      Tian, Bowen  and
      Su, Yueyang  and
      Yu, Lei  and
      Liao, Huaming  and
      Fan, Yixing  and
      Guo, Jiafeng  and
      Cheng, Xueqi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.362/",
    doi = "10.18653/v1/2025.findings-emnlp.362",
    pages = "6841--6856",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liang-etal-2025-conv,
    title = "Conv-Basis: A New Paradigm for Efficient Attention Inference and Gradient Computation in Transformers",
    author = "Liang, Yingyu  and
      Liu, Heshan  and
      Shi, Zhenmei  and
      Song, Zhao  and
      Xu, Zhuoyan  and
      Zhao, Jiale  and
      Zhuang, Zhen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.363/",
    doi = "10.18653/v1/2025.findings-emnlp.363",
    pages = "6857--6894",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wei-etal-2025-mitigating,
    title = "Mitigating Gender Bias via Fostering Exploratory Thinking in {LLM}s",
    author = "Wei, Kangda  and
      Abdullah, Hasnat Md  and
      Huang, Ruihong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.364/",
    doi = "10.18653/v1/2025.findings-emnlp.364",
    pages = "6895--6917",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-beyond-textual,
    title = "Beyond the Textual: Generating Coherent Visual Options for {MCQ}s",
    author = "Wang, Wanqiang  and
      He, Longzhu  and
      Zheng, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.365/",
    doi = "10.18653/v1/2025.findings-emnlp.365",
    pages = "6918--6935",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{han-etal-2025-safeswitch,
    title = "{S}afe{S}witch: Steering Unsafe {LLM} Behavior via Internal Activation Signals",
    author = "Han, Peixuan  and
      Qian, Cheng  and
      Chen, Xiusi  and
      Zhang, Yuji  and
      Ji, Heng  and
      Zhang, Denghui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.366/",
    doi = "10.18653/v1/2025.findings-emnlp.366",
    pages = "6936--6955",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{solovev-etal-2025-madd,
    title = "{MADD}: Multi-Agent Drug Discovery Orchestra",
    author = "Solovev, Gleb Vitalevich  and
      Zhidkovskaya, Alina Borisovna  and
      Orlova, Anastasia  and
      Gubina, Nina  and
      Vepreva, Anastasia  and
      Golovinskii, Rodion  and
      Tonkii, Ilya  and
      Dubrovsky, Ivan  and
      Gurev, Ivan  and
      Gilemkhanov, Dmitry  and
      Chistiakov, Denis  and
      Aliev, Timur A.  and
      Poddiakov, Ivan  and
      Zubkova, Galina  and
      Skorb, Ekaterina V.  and
      Vinogradov, Vladimir  and
      Boukhanovsky, Alexander  and
      Nikitin, Nikolay  and
      Dmitrenko, Andrei  and
      Kalyuzhnaya, Anna  and
      Savchenko, Andrey",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.367/",
    doi = "10.18653/v1/2025.findings-emnlp.367",
    pages = "6956--6998",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{samuel-etal-2025-personagym,
    title = "{P}ersona{G}ym: Evaluating Persona Agents and {LLM}s",
    author = "Samuel, Vinay  and
      Zou, Henry Peng  and
      Zhou, Yue  and
      Chaudhari, Shreyas  and
      Kalyan, Ashwin  and
      Rajpurohit, Tanmay  and
      Deshpande, Ameet  and
      Narasimhan, Karthik R  and
      Murahari, Vishvak",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.368/",
    doi = "10.18653/v1/2025.findings-emnlp.368",
    pages = "6999--7022",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhou-etal-2025-lm2protein,
    title = "{LM}2{P}rotein: A Structure-to-Token Protein Large Language Model",
    author = "Zhou, Chang  and
      Shan, Yuheng  and
      Chen, Pengan  and
      Shi, Xiangyu  and
      Wang, Zikang  and
      Li, Yanting  and
      Jiang, Jiyue",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.369/",
    doi = "10.18653/v1/2025.findings-emnlp.369",
    pages = "7023--7029",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yang-etal-2025-well,
    title = "How Well Can Reasoning Models Identify and Recover from Unhelpful Thoughts?",
    author = "Yang, Sohee  and
      Lee, Sang-Woo  and
      Kassner, Nora  and
      Gottesman, Daniela  and
      Riedel, Sebastian  and
      Geva, Mor",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.370/",
    doi = "10.18653/v1/2025.findings-emnlp.370",
    pages = "7030--7047",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lee-etal-2025-token,
    title = "From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval",
    author = "Lee, Dohyeon  and
      Jeong, Yeonseok  and
      Hwang, Seung-won",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.371/",
    doi = "10.18653/v1/2025.findings-emnlp.371",
    pages = "7048--7064",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yu-ananiadou-2025-locate,
    title = "Locate-then-Merge: Neuron-Level Parameter Fusion for Mitigating Catastrophic Forgetting in Multimodal {LLM}s",
    author = "Yu, Zeping  and
      Ananiadou, Sophia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.372/",
    doi = "10.18653/v1/2025.findings-emnlp.372",
    pages = "7065--7078",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{dai-etal-2025-improving,
    title = "Improving Influence-based Instruction Tuning Data Selection for Balanced Learning of Diverse Capabilities",
    author = "Dai, Qirun  and
      Zhang, Dylan  and
      Ma, Jiaqi W.  and
      Peng, Hao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.373/",
    doi = "10.18653/v1/2025.findings-emnlp.373",
    pages = "7079--7102",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-diagnosing,
    title = "Diagnosing Moral Reasoning Acquisition in Language Models: Pragmatics and Generalization",
    author = "Liu, Guangliang  and
      Qi, Zimo  and
      Zhang, Xitong  and
      Jiang, Lei  and
      Johnson, Kristen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.374/",
    doi = "10.18653/v1/2025.findings-emnlp.374",
    pages = "7103--7117",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-discourse,
    title = "Discourse Heuristics For Paradoxically Moral Self-Correction",
    author = "Liu, Guangliang  and
      Qi, Zimo  and
      Zhang, Xitong  and
      Johnson, Kristen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.375/",
    doi = "10.18653/v1/2025.findings-emnlp.375",
    pages = "7118--7132",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xiong-etal-2025-invisible,
    title = "Invisible Prompts, Visible Threats: Malicious Font Injection in External Resources for Large Language Models",
    author = "Xiong, Junjie  and
      Zhu, Changjia  and
      Lin, Shuhang  and
      Zhang, Chong  and
      Zhang, Yongfeng  and
      Liu, Yao  and
      Li, Lingyao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.376/",
    doi = "10.18653/v1/2025.findings-emnlp.376",
    pages = "7133--7147",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-turning,
    title = "Turning the Tide: Repository-based Code Reflection",
    author = "Zhang, Wei  and
      Yang, Jian  and
      Yang, Jiaxi  and
      Wang, Ya  and
      Li, Zhoujun  and
      Cui, Zeyu  and
      Hui, Binyuan  and
      Lin, Junyang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.377/",
    doi = "10.18653/v1/2025.findings-emnlp.377",
    pages = "7148--7164",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lins-xu-2025-reinforcement,
    title = "Reinforcement Learning with Supervised Alignment",
    author = "Lins, Jo{\~a}o Lu{\'i}s  and
      Xu, Jia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.378/",
    doi = "10.18653/v1/2025.findings-emnlp.378",
    pages = "7165--7181",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-embyte,
    title = "{E}m{B}yte: Decomposition and Compression Learning for Small yet Private {NLP}",
    author = "Li, Shenglan  and
      Xu, Jia  and
      Zhang, Mengjiao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.379/",
    doi = "10.18653/v1/2025.findings-emnlp.379",
    pages = "7182--7201",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ding-etal-2025-guard,
    title = "{GUARD}: Glocal Uncertainty-Aware Robust Decoding for Effective and Efficient Open-Ended Text Generation",
    author = "Ding, Yuanhao  and
      Garces Arias, Esteban  and
      Li, Meimingwei  and
      Rodemann, Julian  and
      A{\ss}enmacher, Matthias  and
      Chen, Danlu  and
      Fan, Gaojuan  and
      Heumann, Christian  and
      Zhang, Chongsheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.380/",
    doi = "10.18653/v1/2025.findings-emnlp.380",
    pages = "7202--7226",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{he-etal-2025-efficiently,
    title = "Efficiently Editing Mixture-of-Experts Models with Compressed Experts",
    author = "He, Yifei  and
      Liu, Yang  and
      Liang, Chen  and
      Awadalla, Hany Hassan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.381/",
    doi = "10.18653/v1/2025.findings-emnlp.381",
    pages = "7227--7238",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-fingear,
    title = "{F}in{GEAR}: Financial Mapping-Guided Enhanced Answer Retrieval",
    author = "Li, Ying  and
      Wang, Mengyu  and
      de Carvalho, Miguel  and
      Sabanis, Sotirios  and
      Ma, Tiejun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.382/",
    doi = "10.18653/v1/2025.findings-emnlp.382",
    pages = "7239--7255",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{abaskohi-etal-2025-fm2ds,
    title = "{FM}2{DS}: Few-Shot Multimodal Multihop Data Synthesis with Knowledge Distillation for Question Answering",
    author = "Abaskohi, Amirhossein  and
      Gella, Spandana  and
      Carenini, Giuseppe  and
      Laradji, Issam H.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.383/",
    doi = "10.18653/v1/2025.findings-emnlp.383",
    pages = "7256--7282",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yoon-etal-2025-square,
    title = "{SQUARE}: Unsupervised Retrieval Adaptation via Synthetic Data",
    author = "Yoon, Jinsung  and
      Zeng, Junhao  and
      Arik, Sercan O",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.384/",
    doi = "10.18653/v1/2025.findings-emnlp.384",
    pages = "7283--7297",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-knowledge,
    title = "Knowledge-enhanced Multimodal {ECG} Representation Learning with Arbitrary-Lead Inputs",
    author = "Liu, Che  and
      Ouyang, Cheng  and
      Wan, Zhongwei  and
      Wang, Haozhe  and
      Bai, Wenjia  and
      Arcucci, Rossella",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.385/",
    doi = "10.18653/v1/2025.findings-emnlp.385",
    pages = "7298--7316",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kamruzzaman-etal-2025-seeing,
    title = "Seeing Race, Feeling Bias: Emotion Stereotyping in Multimodal Language Models",
    author = "Kamruzzaman, Mahammed  and
      Curry, Amanda Cercas  and
      Cercas Curry, Alba  and
      Plaza-del-Arco, Flor Miriam",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.386/",
    doi = "10.18653/v1/2025.findings-emnlp.386",
    pages = "7317--7351",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{islam-rochan-2025-adaptmerge,
    title = "{A}dapt{M}erge: Inference Time Adaptive Visual and Language-Guided Token Merging for Efficient Large Multimodal Models",
    author = "Islam, Zahidul  and
      Rochan, Mrigank",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.387/",
    doi = "10.18653/v1/2025.findings-emnlp.387",
    pages = "7352--7361",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chakraborty-etal-2025-federated,
    title = "Federated Retrieval-Augmented Generation: A Systematic Mapping Study",
    author = "Chakraborty, Abhijit  and
      Dahal, Chahana  and
      Gupta, Vivek",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.388/",
    doi = "10.18653/v1/2025.findings-emnlp.388",
    pages = "7362--7374",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{su-etal-2025-survey,
    title = "A Survey of Pun Generation: Datasets, Evaluations and Methodologies",
    author = "Su, Yuchen  and
      Zhu, Yonghua  and
      Wang, Ruofan  and
      Huang, Zijian  and
      Benavides-Prado, Diana  and
      Witbrock, Michael J.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.389/",
    doi = "10.18653/v1/2025.findings-emnlp.389",
    pages = "7375--7395",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{al-ghanim-etal-2025-evaluating,
    title = "Evaluating the Robustness and Accuracy of Text Watermarking Under Real-World Cross-Lingual Manipulations",
    author = "Al Ghanim, Mansour  and
      Xue, Jiaqi  and
      Hastuti, Rochana Prih  and
      Zheng, Mengxin  and
      Solihin, Yan  and
      Lou, Qian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.390/",
    doi = "10.18653/v1/2025.findings-emnlp.390",
    pages = "7396--7416",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{luo-etal-2025-hdiff,
    title = "{HD}iff: Confidence-Guided Denoising Diffusion for Robust Hyper-relational Link Prediction",
    author = "Luo, Xiangfeng  and
      Zheng, Ruoxin  and
      Huang, Jianqiang  and
      Yu, Hang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.391/",
    doi = "10.18653/v1/2025.findings-emnlp.391",
    pages = "7417--7434",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{gao-etal-2025-spotlighter,
    title = "Spotlighter: Revisiting Prompt Tuning from a Representative Mining View",
    author = "Gao, Yutong  and
      Shao, Maoyuan  and
      Huang, Xinyang  and
      Zhu, Chuang  and
      Weng, Yu  and
      Liu, Xuan  and
      Sun, Lijuan  and
      Nan, Guoshun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.392/",
    doi = "10.18653/v1/2025.findings-emnlp.392",
    pages = "7435--7449",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jindal-etal-2025-offloaded,
    title = "Offloaded Reasoning: Efficient Inference for Large Language Models via Modular Reasoning and Refinement",
    author = "Jindal, Ishan  and
      Taneja, Jayant  and
      Chandana, Badrinath  and
      Kapur, Vikas  and
      Sharma, Sachin Dev",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.393/",
    doi = "10.18653/v1/2025.findings-emnlp.393",
    pages = "7450--7458",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-wait,
    title = "Wait, We Don{'}t Need to ``Wait''! Removing Thinking Tokens Improves Reasoning Efficiency",
    author = "Wang, Chenlong  and
      Feng, Yuanning  and
      Chen, Dongping  and
      Chu, Zhaoyang  and
      Krishna, Ranjay  and
      Zhou, Tianyi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.394/",
    doi = "10.18653/v1/2025.findings-emnlp.394",
    pages = "7459--7482",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ti-etal-2025-towards,
    title = "Towards Reverse Engineering of Language Models: A Survey",
    author = "Ti, Xinpeng  and
      Ye, Wentao  and
      Zhang, Zhifang  and
      Zhao, Junbo  and
      Yao, Chang  and
      Feng, Lei  and
      Wang, Haobo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.395/",
    doi = "10.18653/v1/2025.findings-emnlp.395",
    pages = "7483--7502",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zheng-etal-2025-lifted,
    title = "{LIFTED}: Multimodal Clinical Trial Outcome Prediction via Large Language Models and Mixture-of-Experts",
    author = "Zheng, Wenhao  and
      Wang, Liaoyaqi  and
      Peng, Dongshen  and
      Xu, Hongxia  and
      Li, Yun  and
      Zhu, Hongtu  and
      Fu, Tianfan  and
      Yao, Huaxiu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.396/",
    doi = "10.18653/v1/2025.findings-emnlp.396",
    pages = "7503--7517",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yan-2025-addition,
    title = "Addition in Four Movements: Mapping Layer-wise Information Trajectories in {LLM}s",
    author = "Yan, Yao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.397/",
    doi = "10.18653/v1/2025.findings-emnlp.397",
    pages = "7518--7532",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{feng-etal-2025-comoe,
    title = "{C}o{M}o{E}: Contrastive Representation for Mixture-of-Experts in Parameter-Efficient Fine-tuning",
    author = "Feng, Jinyuan  and
      Wei, ChaoPeng  and
      Qiu, Tenghai  and
      Hu, Tianyi  and
      Pu, Zhiqiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.398/",
    doi = "10.18653/v1/2025.findings-emnlp.398",
    pages = "7533--7551",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-guilomo,
    title = "{G}ui{L}o{M}o: Allocating Experts and Ranks for {L}o{RA}-{M}o{E} via Bilevel Optimization with {G}uided{S}election Vectors",
    author = "Chen, Xinrong  and
      Zhang, Hengyuan  and
      Qiu, Yingmin  and
      Liang, Xiao  and
      Li, Ziyue  and
      Wang, Guanyu  and
      Li, Weiping  and
      Mo, Tong  and
      So, Hayden Kwok-Hay  and
      Wong, Ngai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.399/",
    doi = "10.18653/v1/2025.findings-emnlp.399",
    pages = "7552--7567",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{choi-etal-2025-rotate,
    title = "Rotate, Clip, and Partition: Towards {W}2{A}4{KV}4 Quantization by Integrating Rotation and Learnable Non-uniform Quantizer",
    author = "Choi, Euntae  and
      Song, Sumin  and
      Lim, Woosang  and
      Yoo, Sungjoo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.400/",
    doi = "10.18653/v1/2025.findings-emnlp.400",
    pages = "7568--7590",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-decoding-latent,
    title = "Decoding in Latent Spaces for Efficient Inference in {LLM}-based Recommendation",
    author = "Wang, Chengbing  and
      Zhang, Yang  and
      Wang, Zhicheng  and
      Shi, Tianhao  and
      Bao, Keqin  and
      Feng, Fuli  and
      Chua, Tat-Seng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.401/",
    doi = "10.18653/v1/2025.findings-emnlp.401",
    pages = "7591--7603",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-forget-get,
    title = "Forget for Get: A Lightweight Two-phase Gradient Method for Knowledge Editing in Large Language Models",
    author = "Li, Yanhong  and
      Yang, Min  and
      Hu, Xiping  and
      Li, Chengming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.402/",
    doi = "10.18653/v1/2025.findings-emnlp.402",
    pages = "7604--7623",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-autoevolve,
    title = "{A}uto{E}volve: Automatically Evolving Queries for Applicable and Scalable Retrieval-Augmented Generation Benchmarking",
    author = "Zhang, Ding-Chu  and
      Zhang, Xiaowen  and
      Fei, Yue  and
      Hu, Renjun  and
      Yang, Xiao-Wen  and
      Zhou, Zhi  and
      Li, Baixuan  and
      Li, Yu-Feng  and
      Shi, Xing  and
      Lin, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.403/",
    doi = "10.18653/v1/2025.findings-emnlp.403",
    pages = "7624--7639",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{govindan-etal-2025-temporal,
    title = "Temporal Alignment of Time Sensitive Facts with Activation Engineering",
    author = "Govindan, Sanjay  and
      Pagnucco, Maurice  and
      Song, Yang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.404/",
    doi = "10.18653/v1/2025.findings-emnlp.404",
    pages = "7640--7657",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kim-etal-2025-chronobias,
    title = "{C}hrono{B}ias: A Benchmark for Evaluating Time-conditional Group Bias in the Time-sensitive Knowledge of Large Language Models",
    author = "Kim, Kyungmin  and
      Choi, Youngbin  and
      Kim, Hyounghun  and
      Kim, Dongwoo  and
      Park, Sangdon",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.405/",
    doi = "10.18653/v1/2025.findings-emnlp.405",
    pages = "7658--7693",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xu-etal-2025-mc2,
    title = "$MC^2$: A Minimum-Coverage and Dataset-Agnostic Framework for Compositional Generalization of {LLM}s on Semantic Parsing",
    author = "Xu, Ziyao  and
      Yang, Zhe  and
      Wang, Houfeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.406/",
    doi = "10.18653/v1/2025.findings-emnlp.406",
    pages = "7694--7706",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{qi-etal-2025-learning,
    title = "Learning to Instruct: Fine-Tuning a Task-Aware Instruction Optimizer for Black-Box {LLM}s",
    author = "Qi, Yunzhe  and
      Tian, Jinjin  and
      Liu, Tianci  and
      Li, Ruirui  and
      Wei, Tianxin  and
      Liu, Hui  and
      Tang, Xianfeng  and
      Cheng, Monica Xiao  and
      He, Jingrui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.407/",
    doi = "10.18653/v1/2025.findings-emnlp.407",
    pages = "7707--7733",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jiang-etal-2025-enriching,
    title = "Enriching Patent Claim Generation with {E}uropean Patent Dataset",
    author = "Jiang, Lekang  and
      Li, Chengzu  and
      Goetz, Stefan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.408/",
    doi = "10.18653/v1/2025.findings-emnlp.408",
    pages = "7734--7751",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lee-etal-2025-stepke,
    title = "{S}tep{KE}: Stepwise Knowledge Editing for Multi-Hop Question Answering",
    author = "Lee, Jaewook  and
      Jung, Dahyun  and
      Lim, Heuiseok",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.409/",
    doi = "10.18653/v1/2025.findings-emnlp.409",
    pages = "7752--7765",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-autodcworkflow,
    title = "{A}uto{DCW}orkflow: {LLM}-based Data Cleaning Workflow Auto-Generation and Benchmark",
    author = {Li, Lan  and
      Fang, Liri  and
      Lud{\"a}scher, Bertram  and
      Torvik, Vetle I},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.410/",
    doi = "10.18653/v1/2025.findings-emnlp.410",
    pages = "7766--7780",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{cheng-etal-2025-hidden,
    title = "Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in {MLLM}-Powered Mobile {GUI} Agents",
    author = "Cheng, Pengzhou  and
      Hu, Haowen  and
      Wu, Zheng  and
      Wu, Zongru  and
      Ju, Tianjie  and
      Ding, Daizong  and
      Zhang, Zhuosheng  and
      Liu, Gongshen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.411/",
    doi = "10.18653/v1/2025.findings-emnlp.411",
    pages = "7781--7805",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-scale,
    title = "Scale Down to Speed Up: Dynamic Data Selection for Reinforcement Learning",
    author = "Chen, Zhuoyue  and
      Zhang, Jihai  and
      Liu, Ben  and
      Lin, Fangquan  and
      Yin, Wotao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.412/",
    doi = "10.18653/v1/2025.findings-emnlp.412",
    pages = "7806--7817",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yan-etal-2025-towards,
    title = "Towards Efficient {C}o{T} Distillation: Self-Guided Rationale Selector for Better Performance with Fewer Rationales",
    author = "Yan, JianZhi  and
      Liu, Le  and
      Pan, Youcheng  and
      Chen, Shiwei  and
      Xiang, Yang  and
      Tang, Buzhou",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.413/",
    doi = "10.18653/v1/2025.findings-emnlp.413",
    pages = "7818--7835",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{cho-etal-2025-geodano,
    title = "{G}eo{DANO}: Geometric {VLM} with Domain Agnostic Vision Encoder",
    author = "Cho, Seunghyuk  and
      Qin, Zhenyue  and
      Liu, Yang  and
      Choi, Youngbin  and
      Lee, Seungbeom  and
      Kim, Dongwoo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.414/",
    doi = "10.18653/v1/2025.findings-emnlp.414",
    pages = "7836--7851",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-leveraging-3d,
    title = "Leveraging 3{D} {G}aussian for Temporal Knowledge Graph Embedding",
    author = "Li, Jiang  and
      Su, Xiangdong  and
      Gao, Guanglai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.415/",
    doi = "10.18653/v1/2025.findings-emnlp.415",
    pages = "7852--7865",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yuan-etal-2025-llmap,
    title = "{LLMAP}: {LLM}-Assisted Multi-Objective Route Planning with User Preferences",
    author = "Yuan, Liangqi  and
      Han, Dong-Jun  and
      Brinton, Christopher  and
      Brunswicker, Sabine",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.416/",
    doi = "10.18653/v1/2025.findings-emnlp.416",
    pages = "7866--7894",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jung-etal-2025-zebra,
    title = "{ZEBRA}: Leveraging Model-Behavioral Knowledge for Zero-Annotation Preference Dataset Construction",
    author = "Jung, Jeesu  and
      Park, Chanjun  and
      Jung, Sangkeun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.417/",
    doi = "10.18653/v1/2025.findings-emnlp.417",
    pages = "7895--7911",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-token-knowledge,
    title = "Token Knowledge: A New Perspective For Knowledge in Large Language Models",
    author = "Wang, Jieyong  and
      Song, Chunyao  and
      Ge, Tingjian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.418/",
    doi = "10.18653/v1/2025.findings-emnlp.418",
    pages = "7912--7926",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liang-etal-2025-adaptive,
    title = "Adaptive Schema-aware Event Extraction with Retrieval-Augmented Generation",
    author = "Liang, Sheng  and
      Lv, Hang  and
      Wen, Zhihao  and
      Wu, Yaxiong  and
      Zhang, Yongyue  and
      Wang, Hao  and
      Liu, Yong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.419/",
    doi = "10.18653/v1/2025.findings-emnlp.419",
    pages = "7927--7946",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-enhancing-attributed,
    title = "Enhancing Attributed Question Answering using Tailored Progressive Curriculum Learning",
    author = "Chen, Yuhan  and
      Zou, Bowei  and
      Fan, Yifan  and
      Chen, Yuchong  and
      Cao, Shujun  and
      Hong, Yu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.420/",
    doi = "10.18653/v1/2025.findings-emnlp.420",
    pages = "7947--7956",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{luo-etal-2025-rear,
    title = "{REAR}: Reinforced Reasoning Optimization for Event Argument Extraction with Relation-Aware Support",
    author = "Luo, Jianwen  and
      Hong, Yu  and
      Yang, Shuai  and
      Yao, Jianmin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.421/",
    doi = "10.18653/v1/2025.findings-emnlp.421",
    pages = "7957--7972",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sheth-etal-2025-comi,
    title = "{COMI}-{LINGUA}: Expert Annotated Large-Scale Dataset for Multitask {NLP} in {H}indi-{E}nglish Code-Mixing",
    author = "Sheth, Rajvee  and
      Beniwal, Himanshu  and
      Singh, Mayank",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.422/",
    doi = "10.18653/v1/2025.findings-emnlp.422",
    pages = "7973--7992",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sharma-etal-2025-nine,
    title = "Nine Ways to Break Copyright Law and Why Our {LLM} Won{'}t: A Fair Use Aligned Generation Framework",
    author = "Sharma, Aakash Sen  and
      Sanyal, Debdeep  and
      Srivastava, Priyansh  and
      H, Sundar Athreya  and
      Karande, Shirish  and
      Kankanhalli, Mohan  and
      Mandal, Murari",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.423/",
    doi = "10.18653/v1/2025.findings-emnlp.423",
    pages = "7993--8023",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-interactspeech,
    title = "{I}nteract{S}peech: A Speech Dialogue Interaction Corpus for Spoken Dialogue Model",
    author = "Chen, Yifu  and
      Ji, Shengpeng  and
      Wang, Ziqing  and
      Wang, Hanting  and
      Zhao, Zhou",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.424/",
    doi = "10.18653/v1/2025.findings-emnlp.424",
    pages = "8024--8033",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-enhancing-sql,
    title = "Enhancing {SQL} Table Acquisition with Reverse Engineering for Text-to-{SQL}",
    author = "Liu, Shixin  and
      Xu, Haoyu  and
      Hong, Yu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.425/",
    doi = "10.18653/v1/2025.findings-emnlp.425",
    pages = "8034--8041",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhou-etal-2025-dynamickv,
    title = "{D}ynamic{KV}: Task-Aware Adaptive {KV} Cache Compression for Long Context {LLM}s",
    author = "Zhou, Xiabin  and
      Wang, Wenbin  and
      Zeng, Minyan  and
      Guo, Jiaxian  and
      Liu, Xuebo  and
      Shen, Li  and
      Zhang, Min  and
      Ding, Liang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.426/",
    doi = "10.18653/v1/2025.findings-emnlp.426",
    pages = "8042--8057",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lai-etal-2025-asd,
    title = "{ASD}-i{LLM}:An Intervention Large Language Model for Autistic Children based on Real Clinical Dialogue Intervention Dataset",
    author = "Lai, Shuzhong  and
      Li, Chenxi  and
      Lai, Junhong  and
      Zhong, Yucun  and
      Yan, Chenyu  and
      Li, Xiang  and
      Li, Haifeng  and
      Pan, Gang  and
      Yao, Lin  and
      Wang, Yueming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.427/",
    doi = "10.18653/v1/2025.findings-emnlp.427",
    pages = "8058--8079",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhao-etal-2025-gdllm,
    title = "{GDLLM}: A Global Distance-aware Modeling Approach Based on Large Language Models for Event Temporal Relation Extraction",
    author = "Zhao, Jie  and
      Ning, Wanting  and
      Fei, Yuxiao  and
      Feng, Yubo  and
      Li, Lishuang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.428/",
    doi = "10.18653/v1/2025.findings-emnlp.428",
    pages = "8080--8091",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-tokens,
    title = "More Tokens, Lower Precision: Towards the Optimal Token-Precision Trade-off in {KV} Cache Compression",
    author = "Zhang, Jiebin  and
      Zhu, Dawei  and
      Song, Yifan  and
      Wu, Wenhao  and
      Kuang, Chuqiao  and
      Li, Xiaoguang  and
      Shang, Lifeng  and
      Liu, Qun  and
      Li, Sujian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.429/",
    doi = "10.18653/v1/2025.findings-emnlp.429",
    pages = "8092--8105",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-cast,
    title = "c{AST}: Enhancing Code Retrieval-Augmented Generation with Structural Chunking via Abstract Syntax Tree",
    author = "Zhang, Yilin  and
      Zhao, Xinran  and
      Wang, Zora Zhiruo  and
      Yang, Chenyang  and
      Wei, Jiayi  and
      Wu, Tongshuang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.430/",
    doi = "10.18653/v1/2025.findings-emnlp.430",
    pages = "8106--8116",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{bi-etal-2025-group,
    title = "A Group Fairness Lens for Large Language Models",
    author = "Bi, Guanqun  and
      Xie, Yuqiang  and
      Shen, Lei  and
      Cao, Yanan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.431/",
    doi = "10.18653/v1/2025.findings-emnlp.431",
    pages = "8117--8139",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-vlm,
    title = "{VLM} Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training",
    author = "Chen, Zhanpeng  and
      Xu, Chengjin  and
      Qi, Yiyan  and
      Jiang, Xuhui  and
      Guo, Jian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.432/",
    doi = "10.18653/v1/2025.findings-emnlp.432",
    pages = "8140--8158",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{cho-etal-2025-rethinking,
    title = "Rethinking {DPO}: The Role of Rejected Responses in Preference Misalignment",
    author = "Cho, Jae Hyeon  and
      Oh, JunHyeok  and
      Kim, Myunsoo  and
      Lee, Byung-Jun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.433/",
    doi = "10.18653/v1/2025.findings-emnlp.433",
    pages = "8159--8176",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-enhancing-recommendation,
    title = "Enhancing Recommendation Explanations through User-Centric Refinement",
    author = "Zhang, Jingsen  and
      Tian, Zihang  and
      Feng, Xueyang  and
      Chen, Xu  and
      Chen, Chong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.434/",
    doi = "10.18653/v1/2025.findings-emnlp.434",
    pages = "8177--8191",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{nguyen-etal-2025-distributional,
    title = "Distributional Surgery for Language Model Activations",
    author = "Nguyen, Bao  and
      Nguyen, Binh  and
      Nguyen, Duy  and
      Nguyen, Viet Anh",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.435/",
    doi = "10.18653/v1/2025.findings-emnlp.435",
    pages = "8192--8212",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yang-etal-2025-improving,
    title = "Improving Alignment in {LVLM}s with Debiased Self-Judgment",
    author = "Yang, Sihan  and
      Cui, Chenhang  and
      Zhao, Zihao  and
      Zhou, Yiyang  and
      Yan, Weilong  and
      Wei, Ying  and
      Yao, Huaxiu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.436/",
    doi = "10.18653/v1/2025.findings-emnlp.436",
    pages = "8213--8232",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{cai-etal-2025-low,
    title = "Low-Confidence Gold: Refining Low-Confidence Samples for Efficient Instruction Tuning",
    author = "Cai, Hongyi  and
      Li, Jie  and
      Rahman, Mohammad Mahdinur  and
      Dong, Wenzhen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.437/",
    doi = "10.18653/v1/2025.findings-emnlp.437",
    pages = "8233--8240",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{choi-etal-2025-safeguarding,
    title = "Safeguarding Privacy of Retrieval Data against Membership Inference Attacks: Is This Query Too Close to Home?",
    author = "Choi, Yujin  and
      Park, Youngjoo  and
      Byun, Junyoung  and
      Lee, Jaewook  and
      Park, Jinseong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.438/",
    doi = "10.18653/v1/2025.findings-emnlp.438",
    pages = "8241--8258",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{roy-etal-2025-causal,
    title = "Causal-{LLM}: A Unified One-Shot Framework for Prompt- and Data-Driven Causal Graph Discovery",
    author = "Roy, Amartya  and
      Devharish, N  and
      Ganguly, Shreya  and
      Ghosh, Kripabandhu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.439/",
    doi = "10.18653/v1/2025.findings-emnlp.439",
    pages = "8259--8279",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{karthikeyan-etal-2025-lrplan,
    title = "{LRPLAN}: A Multi-Agent Collaboration of Large Language and Reasoning Models for Planning with Implicit {\&} Explicit Constraints",
    author = "Karthikeyan, T  and
      Dehlan, Om  and
      Mausam  and
      Gupta, Manish",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.440/",
    doi = "10.18653/v1/2025.findings-emnlp.440",
    pages = "8280--8310",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{peng-etal-2025-dlpo,
    title = "{DLPO}: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective",
    author = "Peng, Dengyun  and
      Zhou, Yuhang  and
      Chen, Qiguang  and
      Liu, JinHao  and
      Chen, Jingjing  and
      Qin, Libo  and
      Che, Wanxiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.441/",
    doi = "10.18653/v1/2025.findings-emnlp.441",
    pages = "8311--8334",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hu-etal-2025-towards,
    title = "Towards Robust Few-Shot Relation Classification: Incorporating Relation Description with Agreement",
    author = "Hu, Mengting  and
      Wu, Jianfeng  and
      Jiang, Ming  and
      Xie, Yalan  and
      Wang, Zhunheng  and
      Ying, Rui  and
      Liu, Xiaoyi  and
      Xu, Ruixuan  and
      Gao, Hang  and
      Cheng, Renhong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.442/",
    doi = "10.18653/v1/2025.findings-emnlp.442",
    pages = "8335--8349",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{bezancon-lejeune-2025-fistful,
    title = "For a Fistful of Puns: Evaluating a Puns in Multiword Expressions Identification Algorithm Without Dedicated Dataset",
    author = {Bezan{\c{c}}on, Julien  and
      Lejeune, Ga{\"e}l},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.443/",
    doi = "10.18653/v1/2025.findings-emnlp.443",
    pages = "8350--8370",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{back-etal-2025-watermarking,
    title = "Watermarking for Factuality: Guiding Vision-Language Models Toward Truth via Tri-layer Contrastive Decoding",
    author = "Back, Kyungryul  and
      Park, Seongbeom  and
      Kim, Milim  and
      Kwon, Mincheol  and
      Lee, SangHyeok  and
      Lee, Hyunyoung  and
      Cho, Junhee  and
      Park, Seunghyun  and
      Kim, Jinkyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.444/",
    doi = "10.18653/v1/2025.findings-emnlp.444",
    pages = "8371--8387",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yoshida-2025-reasoning,
    title = "Are the Reasoning Models Good at Automated Essay Scoring?",
    author = "Yoshida, Lui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.445/",
    doi = "10.18653/v1/2025.findings-emnlp.445",
    pages = "8388--8394",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{han-etal-2025-rethinking,
    title = "Rethinking {LLM}-Based Recommendations: A Personalized Query-Driven Parallel Integration",
    author = "Han, Donghee  and
      Song, Hwanjun  and
      Yi, Mun Yong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.446/",
    doi = "10.18653/v1/2025.findings-emnlp.446",
    pages = "8395--8419",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{slobodkin-etal-2025-refvnli,
    title = "{R}ef{VNLI}: Towards Scalable Evaluation of Subject-driven Text-to-image Generation",
    author = "Slobodkin, Aviv  and
      Taitelbaum, Hagai  and
      Bitton, Yonatan  and
      Gordon, Brian  and
      Sokolik, Michal  and
      Bitton Guetta, Nitzan  and
      Gueta, Almog  and
      Rassin, Royi  and
      Lischinski, Dani  and
      Szpektor, Idan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.447/",
    doi = "10.18653/v1/2025.findings-emnlp.447",
    pages = "8420--8438",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-data-include,
    title = "What data should {I} include in my {POS} tagging training set?",
    author = "Liu, Zoey  and
      Jasbi, Masoud  and
      Grant, Christan  and
      Sagae, Kenji  and
      Prud{'}hommeaux, Emily",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.448/",
    doi = "10.18653/v1/2025.findings-emnlp.448",
    pages = "8439--8455",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{luo-etal-2025-attncomp,
    title = "{A}ttn{C}omp: Attention-Guided Adaptive Context Compression for Retrieval-Augmented Generation",
    author = "Luo, Lvzhou  and
      Cao, Yixuan  and
      Luo, Ping",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.449/",
    doi = "10.18653/v1/2025.findings-emnlp.449",
    pages = "8456--8472",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wu-etal-2025-safeint,
    title = "{S}afe{I}nt: Shielding Large Language Models from Jailbreak Attacks via Safety-Aware Representation Intervention",
    author = "Wu, Jiaqi  and
      Chen, Chen  and
      Hou, Chunyan  and
      Yuan, Xiaojie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.450/",
    doi = "10.18653/v1/2025.findings-emnlp.450",
    pages = "8473--8488",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-liu-2025-staged,
    title = "Staged Knowledge Distillation Through Least-to-Most Prompting: Optimizing Teacher Guidance via Difficulty-Aware Training",
    author = "Zhang, Mengxiang  and
      Liu, Lingyuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.451/",
    doi = "10.18653/v1/2025.findings-emnlp.451",
    pages = "8489--8501",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sutanto-etal-2025-llm,
    title = "{LLM} Distillation for Efficient Few-Shot Multiple Choice Question Answering",
    author = "Sutanto, Patrick  and
      Santoso, Joan  and
      Setiawan, Esther Irawati  and
      Wibawa, Aji Prasetya",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.452/",
    doi = "10.18653/v1/2025.findings-emnlp.452",
    pages = "8502--8530",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-teaching,
    title = "Teaching {LLM}s to Plan, Not Just Solve: Plan Learning Boosts {LLM}s Generalization in Reasoning Tasks",
    author = "Wang, Tianlong  and
      Chen, Junzhe  and
      Liao, Weibin  and
      Han, Xueting  and
      Bai, Jing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.453/",
    doi = "10.18653/v1/2025.findings-emnlp.453",
    pages = "8531--8545",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{fan-etal-2025-fedcot,
    title = "{F}ed{C}o{T}: Federated Chain-of-Thought Distillation for Large Language Models",
    author = "Fan, Tao  and
      Chen, Weijing  and
      Kang, Yan  and
      Ma, Guoqiang  and
      Gu, Hanlin  and
      Song, Yuanfeng  and
      Fan, Lixin  and
      Yang, Qiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.454/",
    doi = "10.18653/v1/2025.findings-emnlp.454",
    pages = "8546--8557",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xin-etal-2025-salamander,
    title = "{S}ala{MA}nder: Shapley-based Mathematical Expression Attribution and Metric for Chain-of-Thought Reasoning",
    author = "Xin, Yue  and
      Shen, Chen  and
      Yan, Shaotian  and
      Yuan, Xiaosong  and
      Wang, Yaoming  and
      Zhang, Xiaofeng  and
      Huang, Chenxi  and
      Ye, Jieping",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.455/",
    doi = "10.18653/v1/2025.findings-emnlp.455",
    pages = "8558--8577",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kashani-etal-2025-representing,
    title = "Representing {LLM}s in Prompt Semantic Task Space",
    author = "Kashani, Idan  and
      Mendelson, Avi  and
      Nemcovsky, Yaniv",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.456/",
    doi = "10.18653/v1/2025.findings-emnlp.456",
    pages = "8578--8597",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zeng-etal-2025-persllm,
    title = "{P}ers{LLM}: A Personified Training Approach for Large Language Models",
    author = "Zeng, Zheni  and
      Chen, Jiayi  and
      Chen, Huimin  and
      Yan, Yukun  and
      Chen, Yuxuan  and
      Liu, Zhenghao  and
      Liu, Zhiyuan  and
      Sun, Maosong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.457/",
    doi = "10.18653/v1/2025.findings-emnlp.457",
    pages = "8598--8617",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{guo-etal-2025-illusion,
    title = "The Illusion of Randomness: How {LLM}s Fail to Emulate Stochastic Decision-Making in Rock-Paper-Scissors Games?",
    author = "Guo, Zihao  and
      Lv, Hongtao  and
      Zhang, Chaoli  and
      Zhao, Yibowen  and
      Zhang, Yixin  and
      Cui, Lizhen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.458/",
    doi = "10.18653/v1/2025.findings-emnlp.458",
    pages = "8618--8637",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xie-etal-2025-dape,
    title = "{DAPE}-{BR}: Distance-Aware Positional Encoding for Mitigating Object Hallucination in {LVLM}s",
    author = "Xie, Mingrui  and
      Xu, Tianxiang  and
      Tang, Qianhai  and
      Yao, Shanming  and
      Zhang, Xiaofeng  and
      Du, Junliang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.459/",
    doi = "10.18653/v1/2025.findings-emnlp.459",
    pages = "8638--8649",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{fastowski-etal-2025-confidence,
    title = "From Confidence to Collapse in {LLM} Factual Robustness",
    author = "Fastowski, Alina  and
      Prenkaj, Bardh  and
      Kasneci, Gjergji",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.460/",
    doi = "10.18653/v1/2025.findings-emnlp.460",
    pages = "8650--8667",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xu-etal-2025-ctrlnews,
    title = "{C}trl{N}ews: {LLM}-based Multi-Agent Controllable News Writing via Knowledge Gravitational Field",
    author = "Xu, Yifei  and
      Zong, Yingjie  and
      Zhonghua, Wang  and
      Wu, Sirui  and
      Rao, Yuan  and
      Zhang, Dan  and
      Deng, Shuiguang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.461/",
    doi = "10.18653/v1/2025.findings-emnlp.461",
    pages = "8668--8705",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-joint,
    title = "Joint Enhancement of Relational Reasoning for Long-Context {LLM}s",
    author = "Chen, Zhirui  and
      Shen, Wei  and
      Huang, Jiashui  and
      Shao, Ling",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.462/",
    doi = "10.18653/v1/2025.findings-emnlp.462",
    pages = "8706--8720",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{qiu-etal-2025-training,
    title = "Training Medical {QA} Models Based on Mixed Rewards from Multiple-Choice and Open-Ended Questions",
    author = "Qiu, Yue  and
      Ting, Yujan  and
      Dong, Pei  and
      Chen, Terrence  and
      Huang, Weijing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.463/",
    doi = "10.18653/v1/2025.findings-emnlp.463",
    pages = "8721--8729",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yang-etal-2025-rethink,
    title = "Rethink Rumor Detection in the Era of {LLM}s: A Review",
    author = "Yang, Chang  and
      Zhang, Peng  and
      Zhang, Jing  and
      Gao, Hui  and
      Song, Changhao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.464/",
    doi = "10.18653/v1/2025.findings-emnlp.464",
    pages = "8730--8749",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{noh-etal-2025-scholarbench,
    title = "{S}cholar{B}ench: A Bilingual Benchmark for Abstraction, Comprehension, and Reasoning Evaluation in Academic Contexts",
    author = "Noh, Dongwon  and
      Koh, Donghyeok  and
      Yuk, Junghun  and
      Kim, Gyuwan  and
      Lee, Jae Yong  and
      Lim, KyungTae  and
      Park, Cheoneum",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.465/",
    doi = "10.18653/v1/2025.findings-emnlp.465",
    pages = "8750--8782",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lee-etal-2025-magic,
    title = "{MAGIC}: A Multi-Hop and Graph-Based Benchmark for Inter-Context Conflicts in Retrieval-Augmented Generation",
    author = "Lee, Jungyeon  and
      Kangmin, Lee  and
      Kim, Taeuk",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.466/",
    doi = "10.18653/v1/2025.findings-emnlp.466",
    pages = "8783--8803",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jin-etal-2025-align,
    title = "Align Attention Heads Before Merging Them: An Effective Way for Converting {MHA} to {GQA}",
    author = "Jin, Qingyun  and
      Song, Xiaohui  and
      Zhou, Feng  and
      Qin, Zengchang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.467/",
    doi = "10.18653/v1/2025.findings-emnlp.467",
    pages = "8804--8816",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-drbo,
    title = "{DRBO}: Mitigating the Bottleneck Effect via Dynamic Reward Balancing in Multi-reward {LLM} Optimization",
    author = "Chen, Nuo  and
      Gao, Yufei  and
      Jin, Yongnan  and
      Hu, Yan  and
      Gao, Anningzhe  and
      Yan, Lingyong  and
      Wang, Benyou",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.468/",
    doi = "10.18653/v1/2025.findings-emnlp.468",
    pages = "8817--8841",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhu-etal-2025-enhancing,
    title = "Enhancing {LLM} Knowledge Learning through Generalization",
    author = "Zhu, Mingkang  and
      Chen, Xi  and
      Wang, Zhongdao  and
      Yu, Bei  and
      Zhao, Hengshuang  and
      Jia, Jiaya",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.469/",
    doi = "10.18653/v1/2025.findings-emnlp.469",
    pages = "8842--8855",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{song-etal-2025-fastcurl,
    title = "{F}ast{C}u{RL}: Curriculum Reinforcement Learning with Stage-wise Context Scaling for Efficient Training R1-like Reasoning Models",
    author = "Song, Mingyang  and
      Zheng, Mao  and
      Li, Zheng  and
      Yang, Wenjie  and
      Luo, Xuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.470/",
    doi = "10.18653/v1/2025.findings-emnlp.470",
    pages = "8856--8866",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{baysan-gungor-2025-tr,
    title = "{TR}-{MTEB}: A Comprehensive Benchmark and Embedding Model Suite for {T}urkish Sentence Representations",
    author = "Baysan, Mehmet Selman  and
      Gungor, Tunga",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.471/",
    doi = "10.18653/v1/2025.findings-emnlp.471",
    pages = "8867--8887",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-imprag,
    title = "{I}mp{RAG}: Retrieval-Augmented Generation with Implicit Queries",
    author = "Zhang, Wenzheng  and
      Lin, Xi Victoria  and
      Stratos, Karl  and
      Yih, Wen-tau  and
      Chen, Mingda",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.472/",
    doi = "10.18653/v1/2025.findings-emnlp.472",
    pages = "8888--8900",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{huo-etal-2025-heal,
    title = "{HEAL}: A Hypothesis-Based Preference-Aware Analysis Framework",
    author = "Huo, Yifu  and
      Wang, Chenglong  and
      Zhu, Qiren  and
      Xing, Shunjie  and
      Xiao, Tong  and
      Zhang, Chunliang  and
      Liu, Tongran  and
      Zhu, JingBo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.473/",
    doi = "10.18653/v1/2025.findings-emnlp.473",
    pages = "8901--8919",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ghosh-etal-2025-survey,
    title = "A Survey of Multilingual Reasoning in Language Models",
    author = "Ghosh, Akash  and
      Datta, Debayan  and
      Saha, Sriparna  and
      Agarwal, Chirag",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.474/",
    doi = "10.18653/v1/2025.findings-emnlp.474",
    pages = "8920--8936",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xu-etal-2025-clear,
    title = "{CLEAR}: A Framework Enabling Large Language Models to Discern Confusing Legal Paragraphs",
    author = "Xu, Qi  and
      Liu, Qian  and
      Fei, Hao  and
      Yu, Hang  and
      Guan, Shuhao  and
      Wei, Xiao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.475/",
    doi = "10.18653/v1/2025.findings-emnlp.475",
    pages = "8937--8953",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{huang-etal-2025-nap2,
    title = "{NAP}2: A Benchmark for Naturalness and Privacy-Preserving Text Rewriting by Learning from Human",
    author = "Huang, Shuo  and
      Maclean, William  and
      Kang, Xiaoxi  and
      Xu, Qiongkai  and
      Li, Zhuang  and
      Yuan, Xingliang  and
      Haffari, Gholamreza  and
      Qu, Lizhen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.476/",
    doi = "10.18653/v1/2025.findings-emnlp.476",
    pages = "8954--8970",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-chain-ideas,
    title = "Chain of Ideas: Revolutionizing Research Via Novel Idea Development with {LLM} Agents",
    author = "Li, Long  and
      Xu, Weiwen  and
      Guo, Jiayan  and
      Zhao, Ruochen  and
      Li, Xingxuan  and
      Yuan, Yuqian  and
      Zhang, Boqiang  and
      Jiang, Yuming  and
      Xin, Yifei  and
      Dang, Ronghao  and
      Rong, Yu  and
      Zhao, Deli  and
      Feng, Tian  and
      Bing, Lidong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.477/",
    doi = "10.18653/v1/2025.findings-emnlp.477",
    pages = "8971--9004",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wu-etal-2025-unveiling-multimodal,
    title = "Unveiling Multimodal Processing: Exploring Activation Patterns in Multimodal {LLM}s for Interpretability and Efficiency",
    author = "Wu, Chuan  and
      Su, Meng  and
      Fang, Youxuan  and
      Zhu, Shaolin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.478/",
    doi = "10.18653/v1/2025.findings-emnlp.478",
    pages = "9005--9016",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xiang-etal-2025-self-supervised,
    title = "Self-Supervised Prompt Optimization",
    author = "Xiang, Jinyu  and
      Zhang, Jiayi  and
      Yu, Zhaoyang  and
      Liang, Xinbing  and
      Teng, Fengwei  and
      Tu, Jinhao  and
      Ren, Fashen  and
      Tang, Xiangru  and
      Hong, Sirui  and
      Wu, Chenglin  and
      Luo, Yuyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.479/",
    doi = "10.18653/v1/2025.findings-emnlp.479",
    pages = "9017--9041",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{grzybowski-etal-2025-polish,
    title = "{P}olish-{E}nglish medical knowledge transfer: A new benchmark and results",
    author = "Grzybowski, {\L}ukasz  and
      Pokrywka, Jakub  and
      Ciesi{\'o}{\l}ka, Micha{\l}  and
      Kaczmarek, Jeremi Ignacy  and
      Kubis, Marek",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.480/",
    doi = "10.18653/v1/2025.findings-emnlp.480",
    pages = "9042--9063",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{thakur-etal-2025-hard,
    title = "Hard Negatives, Hard Lessons: Revisiting Training Data Quality for Robust Information Retrieval with {LLM}s",
    author = "Thakur, Nandan  and
      Zhang, Crystina  and
      Ma, Xueguang  and
      Lin, Jimmy",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.481/",
    doi = "10.18653/v1/2025.findings-emnlp.481",
    pages = "9064--9083",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{gong-etal-2025-eventrelbench,
    title = "{E}vent{R}el{B}ench: A Comprehensive Benchmark for Evaluating Event Relation Understanding in Large Language Models",
    author = "Gong, Jie  and
      Zheng, Biaoshuai  and
      Hu, Qiwang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.482/",
    doi = "10.18653/v1/2025.findings-emnlp.482",
    pages = "9084--9099",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{cheng-etal-2025-s2lpp,
    title = "{S}2{LPP}: Small-to-Large Prompt Prediction across {LLM}s",
    author = "Cheng, Liang  and
      Li, Tianyi  and
      Wang, Zhaowei  and
      Steedman, Mark",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.483/",
    doi = "10.18653/v1/2025.findings-emnlp.483",
    pages = "9100--9115",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xie-etal-2025-droidcall,
    title = "{D}roid{C}all: A Dataset for {LLM}-powered Android Intent Invocation",
    author = "Xie, Weikai  and
      Zhang, Li  and
      Wang, Shihe  and
      Yi, Rongjie  and
      Xu, Mengwei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.484/",
    doi = "10.18653/v1/2025.findings-emnlp.484",
    pages = "9116--9134",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zeng-etal-2025-tool,
    title = "Tool Zero: Training Tool-Augmented {LLM}s via Pure {RL} from Scratch",
    author = "Zeng, Yirong  and
      Ding, Xiao  and
      Hou, Yutai  and
      Wang, Yuxian  and
      Du, Li  and
      Dai, Juyi  and
      Ding, Qiuyang  and
      Tang, Duyu  and
      Tu, Dandan  and
      Liu, Weiwen  and
      Qin, Bing  and
      Liu, Ting",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.485/",
    doi = "10.18653/v1/2025.findings-emnlp.485",
    pages = "9135--9147",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-inreact,
    title = "{INREACT}: An Inspire-Then-Reinforce Training Framework For Multimodal {GUI} Agent",
    author = "Wang, Yuanlei  and
      Zhang, Liuzhou  and
      Luo, Haohao  and
      Shen, Ying",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.486/",
    doi = "10.18653/v1/2025.findings-emnlp.486",
    pages = "9148--9160",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{vladika-etal-2025-facts,
    title = "Facts Fade Fast: Evaluating Memorization of Outdated Medical Knowledge in Large Language Models",
    author = "Vladika, Juraj  and
      Dhaini, Mahdi  and
      Matthes, Florian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.487/",
    doi = "10.18653/v1/2025.findings-emnlp.487",
    pages = "9161--9174",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{huang-etal-2025-zero,
    title = "Zero-Shot Privacy-Aware Text Rewriting via Iterative Tree Search",
    author = "Huang, Shuo  and
      Yuan, Xingliang  and
      Haffari, Gholamreza  and
      Qu, Lizhen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.488/",
    doi = "10.18653/v1/2025.findings-emnlp.488",
    pages = "9175--9190",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{seo-etal-2025-koleg,
    title = "{K}o{LEG}: On-the-Fly {K}orean Legal Knowledge Editing with Continuous Retrieval",
    author = "Seo, Jaehyung  and
      Jung, Dahyun  and
      Lee, Jaewook  and
      Chun, Yongchan  and
      Kim, Dongjun  and
      Ryu, Hwijung  and
      Shin, Donghoon  and
      Lim, Heuiseok",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.489/",
    doi = "10.18653/v1/2025.findings-emnlp.489",
    pages = "9191--9217",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kim-etal-2025-hare,
    title = "{HARE}: an entity and relation centric evaluation framework for histopathology reports",
    author = "Kim, Yunsoo  and
      Ong, Michal Wen Sheue  and
      Shavick, Alex  and
      Wu, Honghan  and
      Levine, Adam P.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.490/",
    doi = "10.18653/v1/2025.findings-emnlp.490",
    pages = "9218--9233",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{rajendhran-etal-2025-verifastscore,
    title = "{V}eri{F}ast{S}core: Speeding up long-form factuality evaluation",
    author = "Rajendhran, Rishanth  and
      Zadeh, Amir  and
      Sarte, Matthew  and
      Li, Chuan  and
      Iyyer, Mohit",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.491/",
    doi = "10.18653/v1/2025.findings-emnlp.491",
    pages = "9234--9259",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hosain-morol-2025-b,
    title = "{B}-{REASO}: A Multi-Level Multi-Faceted {B}engali Evaluation Suite for Foundation Models",
    author = "Hosain, Md Tanzib  and
      Morol, Md Kishor",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.492/",
    doi = "10.18653/v1/2025.findings-emnlp.492",
    pages = "9260--9274",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kumar-etal-2025-extracting,
    title = "Extracting Conceptual Spaces from {LLM}s Using Prototype Embeddings",
    author = "Kumar, Nitesh  and
      Chatterjee, Usashi  and
      Schockaert, Steven",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.493/",
    doi = "10.18653/v1/2025.findings-emnlp.493",
    pages = "9275--9298",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-fc,
    title = "{FC}-Attack: Jailbreaking Multimodal Large Language Models via Auto-Generated Flowcharts",
    author = "Zhang, Ziyi  and
      Sun, Zhen  and
      Zhang, Zongmin  and
      Guo, Jihui  and
      He, Xinlei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.494/",
    doi = "10.18653/v1/2025.findings-emnlp.494",
    pages = "9299--9316",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{waldendorf-etal-2025-multilingual,
    title = "Multilingual Data Filtering using Synthetic Data from Large Language Models",
    author = "Waldendorf, Jonas  and
      Haddow, Barry  and
      Birch, Alexandra  and
      Klimaszewski, Mateusz",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.495/",
    doi = "10.18653/v1/2025.findings-emnlp.495",
    pages = "9317--9334",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{abdaljalil-etal-2025-safe,
    title = "{SAFE}: A Sparse Autoencoder-Based Framework for Robust Query Enrichment and Hallucination Mitigation in {LLM}s",
    author = "Abdaljalil, Samir  and
      Pallucchini, Filippo  and
      Seveso, Andrea  and
      Kurban, Hasan  and
      Mercorio, Fabio  and
      Serpedin, Erchin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.496/",
    doi = "10.18653/v1/2025.findings-emnlp.496",
    pages = "9335--9346",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{banerjee-etal-2025-soteria,
    title = "Soteria: Language-Specific Functional Parameter Steering for Multilingual Safety Alignment",
    author = "Banerjee, Somnath  and
      Layek, Sayan  and
      Chatterjee, Pratyush  and
      Mukherjee, Animesh  and
      Hazra, Rima",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.497/",
    doi = "10.18653/v1/2025.findings-emnlp.497",
    pages = "9347--9364",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{boleda-2025-llms,
    title = "{LLM}s as a synthesis between symbolic and distributed approaches to language",
    author = "Boleda, Gemma",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.498/",
    doi = "10.18653/v1/2025.findings-emnlp.498",
    pages = "9365--9379",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-mind,
    title = "{MIND}: Towards Immersive Psychological Healing with Multi-Agent Inner Dialogue",
    author = "Chen, Yujia  and
      Li, Changsong  and
      Wang, Yiming  and
      Ju, Tianjie  and
      Xiao, Qingqing  and
      Zhang, Nan  and
      Kong, Zifan  and
      Wang, Peng  and
      Yan, Binyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.499/",
    doi = "10.18653/v1/2025.findings-emnlp.499",
    pages = "9380--9413",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wadi-fredette-2025-monte,
    title = "A {M}onte-{C}arlo Sampling Framework For Reliable Evaluation of Large Language Models Using Behavioral Analysis",
    author = "Wadi, Davood  and
      Fredette, Marc",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.500/",
    doi = "10.18653/v1/2025.findings-emnlp.500",
    pages = "9414--9432",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{su-etal-2025-understanding,
    title = "Understanding How Value Neurons Shape the Generation of Specified Values in {LLM}s",
    author = "Su, Yi  and
      Zhang, Jiayi  and
      Yang, Shu  and
      Wang, Xinhai  and
      Hu, Lijie  and
      Wang, Di",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.501/",
    doi = "10.18653/v1/2025.findings-emnlp.501",
    pages = "9433--9452",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{oyama-etal-2025-likelihood,
    title = "Likelihood Variance as Text Importance for Resampling Texts to Map Language Models",
    author = "Oyama, Momose  and
      Kishino, Ryo  and
      Yamagiwa, Hiroaki  and
      Shimodaira, Hidetoshi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.502/",
    doi = "10.18653/v1/2025.findings-emnlp.502",
    pages = "9453--9465",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{phan-etal-2025-think,
    title = "Think Twice, Generate Once: Safeguarding by Progressive Self-Reflection",
    author = "Phan, Hoang  and
      Li, Victor  and
      Lei, Qi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.503/",
    doi = "10.18653/v1/2025.findings-emnlp.503",
    pages = "9466--9483",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yang-etal-2025-efficient,
    title = "Efficient Integration of External Knowledge to {LLM}-based World Models via Retrieval-Augmented Generation and Reinforcement Learning",
    author = "Yang, Chang  and
      Wang, Xinrun  and
      Zhang, Qinggang  and
      Jiang, Qi  and
      Huang, Xiao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.504/",
    doi = "10.18653/v1/2025.findings-emnlp.504",
    pages = "9484--9501",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{loakman-etal-2025-comparing,
    title = "Comparing Apples to Oranges: A Dataset {\&} Analysis of {LLM} Humour Understanding from Traditional Puns to Topical Jokes",
    author = "Loakman, Tyler  and
      Thorne, William  and
      Lin, Chenghua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.505/",
    doi = "10.18653/v1/2025.findings-emnlp.505",
    pages = "9502--9518",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{brito-etal-2025-modeling,
    title = "Modeling, Evaluating, and Embodying Personality in {LLM}s: A Survey",
    author = {Brito, Iago Alves  and
      Dollis, Julia Soares  and
      F{\"a}rber, Fernanda Bufon  and
      Ribeiro, Pedro Schindler Freire Brasil  and
      Sousa, Rafael Teixeira  and
      Galv{\~a}o Filho, Arlindo Rodrigues},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.506/",
    doi = "10.18653/v1/2025.findings-emnlp.506",
    pages = "9519--9532",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-benchmarking,
    title = "Benchmarking the Detection of {LLM}s-Generated {M}odern {C}hinese Poetry",
    author = "Wang, Shanshan  and
      Wu, Junchao  and
      Ye, Fengying  and
      Wong, Derek F.  and
      Yao, Jingming  and
      Chao, Lidia S.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.507/",
    doi = "10.18653/v1/2025.findings-emnlp.507",
    pages = "9533--9552",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{singh-etal-2025-leveraging,
    title = "Leveraging the Cross-Domain {\&} Cross-Linguistic Corpus for Low Resource {NMT}: A Case Study On {B}hili-{H}indi-{E}nglish Parallel Corpus",
    author = "Singh, Pooja  and
      Bhardwaj, Shashwat  and
      Sharma, Vaibhav  and
      Kumar, Sandeep",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.508/",
    doi = "10.18653/v1/2025.findings-emnlp.508",
    pages = "9553--9579",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ismayilzada-etal-2025-creative,
    title = "Creative Preference Optimization",
    author = "Ismayilzada, Mete  and
      Laverghetta Jr., Antonio  and
      Luchini, Simone A.  and
      Patel, Reet  and
      Bosselut, Antoine  and
      Plas, Lonneke Van Der  and
      Beaty, Roger E.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.509/",
    doi = "10.18653/v1/2025.findings-emnlp.509",
    pages = "9580--9609",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-assistant,
    title = "Assistant-Guided Mitigation of Teacher Preference Bias in {LLM}-as-a-Judge",
    author = "Liu, Zhuo  and
      Li, Moxin  and
      Deng, Xun  and
      Wang, Qifan  and
      Feng, Fuli",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.510/",
    doi = "10.18653/v1/2025.findings-emnlp.510",
    pages = "9610--9631",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{qu-etal-2025-uplift,
    title = "Uplift-{RAG}: Uplift-Driven Knowledge Preference Alignment for Retrieval-Augmented Generation",
    author = "Qu, Changle  and
      Dai, Sunhao  and
      Cai, Hengyi  and
      Cheng, Yiyang  and
      Xu, Jun  and
      Wang, Shuaiqiang  and
      Yin, Dawei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.511/",
    doi = "10.18653/v1/2025.findings-emnlp.511",
    pages = "9632--9644",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wu-etal-2025-sugar,
    title = "Sugar-Coated Poison: Benign Generation Unlocks Jailbreaking",
    author = "Wu, Yuhang  and
      Xiong, Yu-Jie  and
      Zhang, Hao  and
      Zhang, Jia-Chen  and
      Zhou, Zheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.512/",
    doi = "10.18653/v1/2025.findings-emnlp.512",
    pages = "9645--9665",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-divscene,
    title = "{D}iv{S}cene: Towards Open-Vocabulary Object Navigation with Large Vision Language Models in Diverse Scenes",
    author = "Wang, Zhaowei  and
      Zhang, Hongming  and
      Fang, Tianqing  and
      Tian, Ye  and
      Yang, Yue  and
      Ma, Kaixin  and
      Pan, Xiaoman  and
      Song, Yangqiu  and
      Yu, Dong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.513/",
    doi = "10.18653/v1/2025.findings-emnlp.513",
    pages = "9666--9686",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{singh-etal-2025-data,
    title = "Data-scarce Behavior Editing of Language Models",
    author = "Singh, Joykirat  and
      Dutta, Subhabrata  and
      Chakraborty, Tanmoy",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.514/",
    doi = "10.18653/v1/2025.findings-emnlp.514",
    pages = "9687--9701",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-fier,
    title = "{FIER}: Fine-Grained and Efficient {KV} Cache Retrieval for Long-context {LLM} Inference",
    author = "Wang, Dongwei  and
      Liu, Zijie  and
      Wang, Song  and
      Ren, Yuxin  and
      Deng, Jianing  and
      Hu, Jingtong  and
      Chen, Tianlong  and
      Yang, Huanrui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.515/",
    doi = "10.18653/v1/2025.findings-emnlp.515",
    pages = "9702--9713",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{baali-etal-2025-sveritas,
    title = "{SV}eritas: Benchmark for Robust Speaker Verification under Diverse Conditions",
    author = "Baali, Massa  and
      Bisht, Sarthak  and
      Teixeira, Francisco  and
      Shapovalenko, Kateryna  and
      Singh, Rita  and
      Raj, Bhiksha",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.516/",
    doi = "10.18653/v1/2025.findings-emnlp.516",
    pages = "9714--9731",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{baali-etal-2025-caarma,
    title = "{CAARMA}: Class Augmentation with Adversarial Mixup Regularization",
    author = "Baali, Massa  and
      Li, Xiang  and
      Chen, Hao  and
      Hannan, Syed Abdul  and
      Singh, Rita  and
      Raj, Bhiksha",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.517/",
    doi = "10.18653/v1/2025.findings-emnlp.517",
    pages = "9732--9742",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{siyan-etal-2025-bringing,
    title = "Bringing Pedagogy into Focus: Evaluating Virtual Teaching Assistants' Question-Answering in Asynchronous Learning Environments",
    author = "Siyan, Li  and
      Xu, Zhen  and
      Raghuram, Vethavikashini Chithrra  and
      Zhang, Xuanming  and
      Yu, Renzhe  and
      Yu, Zhou",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.518/",
    doi = "10.18653/v1/2025.findings-emnlp.518",
    pages = "9743--9774",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-demystifying-multilingual,
    title = "Demystifying Multilingual Reasoning in Process Reward Modeling",
    author = "Wang, Weixuan  and
      Wu, Minghao  and
      Haddow, Barry  and
      Birch, Alexandra",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.519/",
    doi = "10.18653/v1/2025.findings-emnlp.519",
    pages = "9775--9788",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kim-etal-2025-behaviorsft,
    title = "{B}ehavior{SFT}: Behavioral Token Conditioning for Health Agents Across the Proactivity Spectrum",
    author = "Kim, Yubin  and
      Hu, Zhiyuan  and
      Jeong, Hyewon  and
      Park, Eugene W  and
      Li, Shuyue Stella  and
      Park, Chanwoo  and
      Xiong, Shiyun  and
      Lu, MingYu  and
      Lee, Hyeonhoon  and
      Liu, Xin  and
      McDuff, Daniel  and
      Breazeal, Cynthia  and
      Tulebaev, Samir  and
      Park, Hae Won",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.520/",
    doi = "10.18653/v1/2025.findings-emnlp.520",
    pages = "9789--9817",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ng-etal-2025-lamp,
    title = "{L}a{MP}-Cap: Personalized Figure Caption Generation With Multimodal Figure Profiles",
    author = "Ng, Ho Yin Sam  and
      Hsu, Edward  and
      Anantha Ramakrishnan, Aashish  and
      Kveton, Branislav  and
      Lipka, Nedim  and
      Dernoncourt, Franck  and
      Lee, Dongwon  and
      Yu, Tong  and
      Kim, Sungchul  and
      Rossi, Ryan A.  and
      Huang, Ting-Hao Kenneth",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.521/",
    doi = "10.18653/v1/2025.findings-emnlp.521",
    pages = "9818--9832",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-efficient-dynamic,
    title = "Efficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-Generation",
    author = "Li, Weitao  and
      Zhang, Xiangyu  and
      Liu, Kaiming  and
      Lei, Xuanyu  and
      Ma, Weizhi  and
      Liu, Yang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.522/",
    doi = "10.18653/v1/2025.findings-emnlp.522",
    pages = "9833--9849",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{mor-lan-etal-2025-hebid,
    title = "{H}eb{ID}: Detecting Social Identities in {H}ebrew-language Political Text",
    author = "Mor-Lan, Guy  and
      Rivlin-Angert, Naama  and
      Kaplan, Yael R.  and
      Sheafer, Tamir  and
      Shenhav, Shaul R.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.523/",
    doi = "10.18653/v1/2025.findings-emnlp.523",
    pages = "9850--9870",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{choi-etal-2025-dub,
    title = "Dub-{S}2{ST}: Textless Speech-to-Speech Translation for Seamless Dubbing",
    author = "Choi, Jeongsoo  and
      Kim, Jaehun  and
      Chung, Joon Son",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.524/",
    doi = "10.18653/v1/2025.findings-emnlp.524",
    pages = "9871--9881",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{eldifrawi-etal-2025-fingract,
    title = "{F}in{G}r{A}ct: A Framework for {FIN}e-{GR}rained Evaluation of {ACT}ionability in Explainable Automatic Fact-Checking",
    author = "Eldifrawi, Islam  and
      Wang, Shengrui  and
      Trabelsi, Amine",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.525/",
    doi = "10.18653/v1/2025.findings-emnlp.525",
    pages = "9882--9901",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{gill-etal-2025-lost,
    title = "What Has Been Lost with Synthetic Evaluation?",
    author = "Gill, Alexander  and
      Ravichander, Abhilasha  and
      Marasovic, Ana",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.526/",
    doi = "10.18653/v1/2025.findings-emnlp.526",
    pages = "9902--9945",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-bold,
    title = "Bold Claims or Self-Doubt? Factuality Hallucination Type Detection via Belief State",
    author = "Zhang, Dongyu  and
      Hong, Qingqing  and
      Hou, Bingxuan  and
      Lin, Jiayi  and
      Zhang, Chenyang  and
      Li, Jialin  and
      Wang, Junli",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.527/",
    doi = "10.18653/v1/2025.findings-emnlp.527",
    pages = "9946--9959",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ribeiro-etal-2025-proxy,
    title = "Proxy Barrier: A Hidden Repeater Layer Defense Against System Prompt Leakage and Jailbreaking",
    author = {Ribeiro, Pedro Schindler Freire Brasil  and
      Brito, Iago Alves  and
      Sousa, Rafael Teixeira  and
      F{\"a}rber, Fernanda Bufon  and
      Dollis, Julia Soares  and
      Galv{\~a}o Filho, Arlindo Rodrigues},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.528/",
    doi = "10.18653/v1/2025.findings-emnlp.528",
    pages = "9960--9975",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{mubarak-etal-2025-arasafe,
    title = "{A}ra{S}afe: Benchmarking Safety in {A}rabic {LLM}s",
    author = "Mubarak, Hamdy  and
      Mohamed, Abubakr  and
      Hawasly, Majd",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.529/",
    doi = "10.18653/v1/2025.findings-emnlp.529",
    pages = "9976--9992",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{munoz-ortiz-etal-2025-nested,
    title = "Nested Named Entity Recognition as Single-Pass Sequence Labeling",
    author = "Mu{\~n}oz-Ortiz, Alberto  and
      Vilares, David  and
      Corro, Caio  and
      G{\'o}mez-Rodr{\'i}guez, Carlos",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.530/",
    doi = "10.18653/v1/2025.findings-emnlp.530",
    pages = "9993--10002",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{gema-etal-2025-decore,
    title = "{D}e{C}o{R}e: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations",
    author = "Gema, Aryo Pradipta  and
      Jin, Chen  and
      Abdulaal, Ahmed  and
      Diethe, Tom  and
      Teare, Philip Alexander  and
      Alex, Beatrice  and
      Minervini, Pasquale  and
      Saseendran, Amrutha",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.531/",
    doi = "10.18653/v1/2025.findings-emnlp.531",
    pages = "10003--10039",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-catch,
    title = "Catch Me If You Can? Not Yet: {LLM}s Still Struggle to Imitate the Implicit Writing Styles of Everyday Authors",
    author = "Wang, Zhengxiang  and
      Tripto, Nafis Irtiza  and
      Park, Solha  and
      Li, Zhenzhen  and
      Zhou, Jiawei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.532/",
    doi = "10.18653/v1/2025.findings-emnlp.532",
    pages = "10040--10055",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{alhazmi-etal-2025-fine,
    title = "Fine-Tuning Encoder-Decoder Models with Contrastive Learning for In-Context Distractor Generation",
    author = "Alhazmi, Elaf  and
      Sheng, Quan Z.  and
      Zhang, Wei Emma  and
      Thanoon, Mohammed I.  and
      Zhuang, Haojie  and
      Soltani, Behnaz  and
      Zaib, Munazza",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.533/",
    doi = "10.18653/v1/2025.findings-emnlp.533",
    pages = "10056--10072",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-roth-2025-conflicts,
    title = "Conflicts in Texts: Data, Implications and Challenges",
    author = "Liu, Siyi  and
      Roth, Dan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.534/",
    doi = "10.18653/v1/2025.findings-emnlp.534",
    pages = "10073--10091",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-recognizing,
    title = "Recognizing Limits: Investigating Infeasibility in Large Language Models",
    author = "Zhang, Wenbo  and
      Xu, Zihang  and
      Cai, Hengrui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.535/",
    doi = "10.18653/v1/2025.findings-emnlp.535",
    pages = "10092--10112",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-vqa,
    title = "{VQA}-Augmented Machine Translation with Cross-Modal Contrastive Learning",
    author = "Zhang, Zhihui  and
      Sun, Shiliang  and
      Zhao, Jing  and
      Song, Tengfei  and
      Yang, Hao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.536/",
    doi = "10.18653/v1/2025.findings-emnlp.536",
    pages = "10113--10124",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{guo-etal-2025-learning-describe,
    title = "Learning to Describe Implicit Changes: Noise-robust Pre-training for Image Difference Captioning",
    author = "Guo, Zixin  and
      Sun, Jiayang  and
      Wang, Tzu-Jui Julius  and
      Radman, Abduljalil  and
      Pehlivan, Selen  and
      Cao, Min  and
      Laaksonen, Jorma",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.537/",
    doi = "10.18653/v1/2025.findings-emnlp.537",
    pages = "10125--10145",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yuan-etal-2025-solar,
    title = "{SOLAR}: Serendipity Optimized Language Model Aligned for Recommendation",
    author = "Yuan, Zichen  and
      Sun, Lifan  and
      Zhuang, Yucen  and
      Wang, Yue  and
      Song, Xinyuan  and
      Xu, Tianqi  and
      Li, Siyuan  and
      Fu, Junchen  and
      Li, Youhua  and
      Hong, Sirui  and
      Chen, Jiaqi  and
      Jose, Joemon M.  and
      Ni, Yongxin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.538/",
    doi = "10.18653/v1/2025.findings-emnlp.538",
    pages = "10146--10169",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zeng-etal-2025-airepr,
    title = "{AIR}epr: An Analyst-Inspector Framework for Evaluating Reproducibility of {LLM}s in Data Science",
    author = "Zeng, Qiuhai  and
      Jin, Claire  and
      Wang, Xinyue  and
      Zheng, Yuhan  and
      Li, Qunhua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.539/",
    doi = "10.18653/v1/2025.findings-emnlp.539",
    pages = "10170--10201",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yang-etal-2025-misinfobench,
    title = "{M}isinfo{B}ench: A Multi-Dimensional Benchmark for Evaluating {LLM}s' Resilience to Misinformation",
    author = "Yang, Ye  and
      Li, Donghe  and
      Li, Zuchen  and
      Li, Fengyuan  and
      Liu, Jingyi  and
      Sun, Li  and
      Yang, Qingyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.540/",
    doi = "10.18653/v1/2025.findings-emnlp.540",
    pages = "10202--10229",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-fuzzy,
    title = "Fuzzy Reasoning Chain ({FRC}): An Innovative Reasoning Framework from Fuzziness to Clarity",
    author = "Chen, Ping  and
      Liu, Xiang  and
      Liu, Zhaoxiang  and
      Chen, Zezhou  and
      Zhang, Xingpeng  and
      Hu, Huan  and
      Wang, Zipeng  and
      Wang, Kai  and
      Shi, Shuming  and
      Lian, Shiguo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.541/",
    doi = "10.18653/v1/2025.findings-emnlp.541",
    pages = "10230--10240",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-highmath,
    title = "{H}igh{MATH}: Evaluating Math Reasoning of Large Language Models in Breadth and Depth",
    author = "Liu, Yan  and
      Zhang, Minghui  and
      Xiong, Bojian  and
      Xiao, Yifan  and
      Sun, Yinong  and
      Mei, Yating  and
      Zeng, Longyu  and
      Yang, Jingchao  and
      Wang, Yang  and
      Xiong, Deyi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.542/",
    doi = "10.18653/v1/2025.findings-emnlp.542",
    pages = "10241--10253",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-catch,
    title = "{CATCH}: A Novel Data Synthesis Framework for High Therapy Fidelity and Memory-Driven Planning Chain of Thought in {AI} Counseling",
    author = "Chen, Mingyu  and
      Lin, Jingkai  and
      Chu, Zhaojie  and
      Xing, Xiaofen  and
      Chen, Yirong  and
      Xu, Xiangmin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.543/",
    doi = "10.18653/v1/2025.findings-emnlp.543",
    pages = "10254--10286",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{goswami-etal-2025-medivlm,
    title = "{M}edi{VLM}: A Vision Language Model for Radiology Report Generation from Medical Images",
    author = "Goswami, Debanjan  and
      Subedi, Ronast  and
      Chakraborty, Shayok",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.544/",
    doi = "10.18653/v1/2025.findings-emnlp.544",
    pages = "10287--10304",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{song-etal-2025-addriftbench,
    title = "{A}d{D}rift{B}ench: A Benchmark for Detecting Data Drift and Label Drift in Short Video Advertising",
    author = "Song, Yinghao  and
      Zeng, Xiangji  and
      Cui, Shuai  and
      Sun, Lu  and
      Liu, Zhaowei  and
      Yuan, Yuan  and
      Wang, Yulu  and
      Zhou, Hai  and
      Gong, Zhaohan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.545/",
    doi = "10.18653/v1/2025.findings-emnlp.545",
    pages = "10305--10321",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sharma-etal-2025-nim,
    title = "{NIM}: Neuro-symbolic Ideographic Metalanguage for Inclusive Communication",
    author = "Sharma, Prawaal  and
      Goyal, Poonam  and
      Goyal, Navneet  and
      Sharma, Vidisha",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.546/",
    doi = "10.18653/v1/2025.findings-emnlp.546",
    pages = "10322--10340",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-vift,
    title = "{V}i{FT}: Towards Visual Instruction-Free Fine-tuning for Large Vision-Language Models",
    author = "Liu, Zikang  and
      Zhou, Kun  and
      Zhao, Wayne Xin  and
      Gao, Dawei  and
      Li, Yaliang  and
      Wen, Ji-Rong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.547/",
    doi = "10.18653/v1/2025.findings-emnlp.547",
    pages = "10341--10366",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-code-semantics,
    title = "Do Code Semantics Help? A Comprehensive Study on Execution Trace-Based Information for Code Large Language Models",
    author = "Wang, Jian Jornbowrl  and
      Xie, Xiaofei  and
      Hu, Qiang  and
      Liu, Shangqing  and
      Li, Yi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.548/",
    doi = "10.18653/v1/2025.findings-emnlp.548",
    pages = "10367--10385",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xiao-etal-2025-longweave,
    title = "{L}ong{W}eave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability",
    author = "Xiao, Zikai  and
      Huang, Fei  and
      Tu, Jianhong  and
      Wei, Jianhui  and
      Ma, Wen  and
      Zhou, Yuxuan  and
      Wu, Jian  and
      Yu, Bowen  and
      Liu, Zuozhu  and
      Lin, Junyang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.549/",
    doi = "10.18653/v1/2025.findings-emnlp.549",
    pages = "10386--10417",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{iyer-etal-2025-xl,
    title = "{XL}-Suite: Cross-Lingual Synthetic Training and Evaluation Data for Open-Ended Generation",
    author = "Iyer, Vivek  and
      Chen, Pinzhen  and
      Rei, Ricardo  and
      Birch, Alexandra",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.550/",
    doi = "10.18653/v1/2025.findings-emnlp.550",
    pages = "10418--10432",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{cheshmi-etal-2025-accelerating,
    title = "Accelerating {LLM} Reasoning via Early Rejection with Partial Reward Modeling",
    author = "Cheshmi, Seyyed Saeid  and
      Khan, Azal Ahmad  and
      Wang, Xinran  and
      Liu, Zirui  and
      Anwar, Ali",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.551/",
    doi = "10.18653/v1/2025.findings-emnlp.551",
    pages = "10433--10447",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-culturesynth,
    title = "{C}ulture{S}ynth: A Hierarchical Taxonomy-Guided and Retrieval-Augmented Framework for Cultural Question-Answer Synthesis",
    author = "Zhang, Xinyu  and
      Zhang, Pei  and
      Luo, Shuang  and
      Tang, Jialong  and
      Wan, Yu  and
      Yang, Baosong  and
      Huang, Fei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.552/",
    doi = "10.18653/v1/2025.findings-emnlp.552",
    pages = "10448--10467",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-designclip,
    title = "{D}esign{CLIP}: Multimodal Learning with {CLIP} for Design Patent Understanding",
    author = "Wang, Zhu  and
      Shomee, Homaira Huda  and
      Ravi, Sathya N.  and
      Medya, Sourav",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.553/",
    doi = "10.18653/v1/2025.findings-emnlp.553",
    pages = "10468--10490",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-r3,
    title = "R3-{RAG}: Learning Step-by-Step Reasoning and Retrieval for {LLM}s via Reinforcement Learning",
    author = "Li, Yuan  and
      Luo, Qi  and
      Li, Xiaonan  and
      Li, Bufan  and
      Cheng, Qinyuan  and
      Wang, Bo  and
      Zheng, Yining  and
      Wang, Yuxin  and
      Yin, Zhangyue  and
      Qiu, Xipeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.554/",
    doi = "10.18653/v1/2025.findings-emnlp.554",
    pages = "10491--10507",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kim-etal-2025-hello,
    title = "`Hello, World!': Making {GNN}s Talk with {LLM}s",
    author = "Kim, Sunwoo  and
      Lee, Soo Yong  and
      Yoo, Jaemin  and
      Shin, Kijung",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.555/",
    doi = "10.18653/v1/2025.findings-emnlp.555",
    pages = "10508--10526",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{song-etal-2025-text,
    title = "Both Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal {LLM}",
    author = "Song, Dingjie  and
      Lai, Sicheng  and
      Wang, Mingxuan  and
      Chen, Shunian  and
      Sun, Lichao  and
      Wang, Benyou",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.556/",
    doi = "10.18653/v1/2025.findings-emnlp.556",
    pages = "10527--10542",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{dutta-etal-2025-nlki,
    title = "{NLKI}: A Lightweight Natural Language Knowledge Integration Framework for Improving Small {VLM}s in Commonsense {VQA} Tasks",
    author = "Dutta, Aritra  and
      Mukherjee, Swapnanil  and
      Ghosal, Deepanway  and
      Aditya, Somak",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.557/",
    doi = "10.18653/v1/2025.findings-emnlp.557",
    pages = "10543--10563",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-text,
    title = "Text or Pixels? Evaluating Efficiency and Understanding of {LLM}s with Visual Text Inputs",
    author = "Li, Yanhong  and
      Lan, Zixuan  and
      Zhou, Jiawei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.558/",
    doi = "10.18653/v1/2025.findings-emnlp.558",
    pages = "10564--10578",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chae-etal-2025-assessing,
    title = "Assessing Socio-Cultural Alignment and Technical Safety of Sovereign {LLM}s",
    author = "Chae, Kyubyung  and
      Kim, Gihoon  and
      Lee, Gyuseong  and
      Kim, Taesup  and
      Lee, Jaejin  and
      Kim, Heejin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.559/",
    doi = "10.18653/v1/2025.findings-emnlp.559",
    pages = "10579--10600",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{do-etal-2025-sample,
    title = "Sample Efficient Alignment Learning With Episodic Control",
    author = "Do, Van Dai  and
      Tran, Quan Hung  and
      Kirmani, Ahmed  and
      Zhang, Lu  and
      Le, Hung",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.560/",
    doi = "10.18653/v1/2025.findings-emnlp.560",
    pages = "10601--10618",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{park-etal-2025-evaluating-automatic,
    title = "Evaluating Automatic Speech Recognition Systems for {K}orean Meteorological Experts",
    author = "Park, ChaeHun  and
      Cho, Hojun  and
      Choo, Jaegul",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.561/",
    doi = "10.18653/v1/2025.findings-emnlp.561",
    pages = "10619--10627",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lee-etal-2025-3d,
    title = "3{D}-Aware Vision-Language Models Fine-Tuning with Geometric Distillation",
    author = "Lee, Seonho  and
      Choi, Jiho  and
      Kang, Inha  and
      Kim, Jiwook  and
      Park, Junsung  and
      Shim, Hyunjung",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.562/",
    doi = "10.18653/v1/2025.findings-emnlp.562",
    pages = "10628--10647",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sandhan-etal-2025-cape,
    title = "{CAPE}: Context-Aware Personality Evaluation Framework for Large Language Models",
    author = "Sandhan, Jivnesh  and
      Cheng, Fei  and
      Sandhan, Tushar  and
      Murawaki, Yugo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.563/",
    doi = "10.18653/v1/2025.findings-emnlp.563",
    pages = "10648--10662",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{qian-etal-2025-agentthink,
    title = "{A}gent{T}hink: A Unified Framework for Tool-Augmented Chain-of-Thought Reasoning in Vision-Language Models for Autonomous Driving",
    author = "Qian, Kangan  and
      Jiang, Sicong  and
      Zhong, Yang  and
      Luo, Ziang  and
      Huang, Zilin  and
      Zhu, Tianze  and
      Jiang, Kun  and
      Yang, Mengmeng  and
      Fu, Zheng  and
      Miao, Jinyu  and
      Shi, Yining  and
      Lim, He Zhe  and
      Liu, Li  and
      Zhou, Tianbao  and
      Wang, Hongyi  and
      Yu, Huang  and
      Hu, Yifei  and
      Li, Guang  and
      Chen, Guang  and
      Ye, Hao  and
      Sun, Lijun  and
      Yang, Diange",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.564/",
    doi = "10.18653/v1/2025.findings-emnlp.564",
    pages = "10663--10682",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{he-etal-2025-select,
    title = "Select to Know: An Internal-External Knowledge Self-Selection Framework for Domain-Specific Question Answering",
    author = "He, Bolei  and
      He, Xinran  and
      Shao, Run  and
      Shu, Shanfu  and
      Xue, Xianwei  and
      Cheng, MingQuan  and
      Li, Haifeng  and
      Ling, Zhen-Hua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.565/",
    doi = "10.18653/v1/2025.findings-emnlp.565",
    pages = "10683--10703",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kang-kim-2025-genptq,
    title = "{G}en{PTQ}: Green Post-Training Quantization for Large-Scale {ASR} Models with Mixed-Precision Bit Allocation",
    author = "Kang, Beom Jin  and
      Kim, Hyun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.566/",
    doi = "10.18653/v1/2025.findings-emnlp.566",
    pages = "10704--10718",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhou-etal-2025-strange,
    title = "``Where Does This Strange Smell Come from?'': Enabling Conversational Interfaces for Artificial Olfaction",
    author = "Zhou, Xueyi  and
      Lu, Qi  and
      Chae, Dong-Kyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.567/",
    doi = "10.18653/v1/2025.findings-emnlp.567",
    pages = "10719--10745",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{guo-etal-2025-lightrag,
    title = "{L}ight{RAG}: Simple and Fast Retrieval-Augmented Generation",
    author = "Guo, Zirui  and
      Xia, Lianghao  and
      Yu, Yanhua  and
      Ao, Tu  and
      Huang, Chao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.568/",
    doi = "10.18653/v1/2025.findings-emnlp.568",
    pages = "10746--10761",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jeon-2025-beyond,
    title = "Beyond Distribution: Investigating Language Models' Understanding of {S}ino-{K}orean Morphemes",
    author = "Jeon, Taehee",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.569/",
    doi = "10.18653/v1/2025.findings-emnlp.569",
    pages = "10762--10772",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yang-etal-2025-sarcasm,
    title = "Sarcasm-R1: Enhancing Sarcasm Detection through Focused Reasoning",
    author = "Yang, Qi  and
      Zeng, Jingjie  and
      Yang, Liang  and
      Ma, Kai  and
      Lin, Hongfei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.570/",
    doi = "10.18653/v1/2025.findings-emnlp.570",
    pages = "10773--10785",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-isacl,
    title = "{ISACL}: Internal State Analyzer for Copyrighted Training Data Leakage",
    author = "Zhang, Guangwei  and
      Su, Qisheng  and
      Liu, Jiateng  and
      Qian, Cheng  and
      Pan, Yanzhou  and
      Fu, Yanjie  and
      Zhang, Denghui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.571/",
    doi = "10.18653/v1/2025.findings-emnlp.571",
    pages = "10786--10807",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hua-etal-2025-steering,
    title = "Steering {LVLM}s via Sparse Autoencoder for Hallucination Mitigation",
    author = "Hua, Zhenglin  and
      He, Jinghan  and
      Yao, Zijun  and
      Han, Tianxu  and
      Guo, Haiyun  and
      Jia, Yuheng  and
      Fang, Junfeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.572/",
    doi = "10.18653/v1/2025.findings-emnlp.572",
    pages = "10808--10828",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-perception,
    title = "On the Perception Bottleneck of {VLM}s for Chart Understanding",
    author = "Liu, Junteng  and
      Zeng, Weihao  and
      Zhang, Xiwen  and
      Wang, Yijun  and
      Shan, Zifei  and
      He, Junxian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.573/",
    doi = "10.18653/v1/2025.findings-emnlp.573",
    pages = "10829--10841",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{cui-etal-2025-self,
    title = "Self-Guided Function Calling in Large Language Models via Stepwise Experience Recall",
    author = "Cui, Sijia  and
      He, Aiyao  and
      Xu, Shuai  and
      Zhang, Hongming  and
      Wang, Yanna  and
      Zhang, Qingyang  and
      Wang, Yajing  and
      Xu, Bo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.574/",
    doi = "10.18653/v1/2025.findings-emnlp.574",
    pages = "10842--10854",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{huang-etal-2025-multilingual,
    title = "Multilingual Generative Retrieval via Cross-lingual Semantic Compression",
    author = "Huang, Yuxin  and
      Wu, Simeng  and
      Song, Ran  and
      Xiang, Yan  and
      Xian, Yantuan  and
      Gao, Shengxiang  and
      Yu, Zhengtao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.575/",
    doi = "10.18653/v1/2025.findings-emnlp.575",
    pages = "10855--10866",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{huang-etal-2025-towards-multi,
    title = "Towards Multi-Document Question Answering in Scientific Literature: Pipeline, Dataset, and Evaluation",
    author = "Huang, Hui  and
      Velcin, Julien  and
      Kessaci, Yacine",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.576/",
    doi = "10.18653/v1/2025.findings-emnlp.576",
    pages = "10867--10881",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{mao-etal-2025-multilingual,
    title = "Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing",
    author = "Mao, Cunli  and
      Gao, Xiaofei  and
      Song, Ran  and
      He, Shizhu  and
      Gao, Shengxiang  and
      Liu, Kang  and
      Yu, Zhengtao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.577/",
    doi = "10.18653/v1/2025.findings-emnlp.577",
    pages = "10882--10896",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lee-etal-2025-mitigating,
    title = "Mitigating Attention Localization in Small Scale: Self-Attention Refinement via One-step Belief Propagation",
    author = "Lee, Nakyung  and
      Kim, Yeongoon  and
      Oh, Minhae  and
      Kim, Suhwan  and
      Koo, Jin Woo  and
      Jo, Hyewon  and
      Lee, Jungwoo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.578/",
    doi = "10.18653/v1/2025.findings-emnlp.578",
    pages = "10897--10912",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yu-etal-2025-imagination,
    title = "Imagination and Contemplation: A Balanced Framework for Semantic-Augmented Multimodal Machine Translation",
    author = "Yu, Zhuang  and
      Sun, Shiliang  and
      Zhao, Jing  and
      Song, Tengfei  and
      Yang, Hao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.579/",
    doi = "10.18653/v1/2025.findings-emnlp.579",
    pages = "10913--10928",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-nellcom,
    title = "{N}e{LLC}om-Lex: A Neural-agent Framework to Study the Interplay between Lexical Systems and Language Use",
    author = {Zhang, Yuqing  and
      {\"U}rker, Ecesu  and
      Verhoef, Tessa  and
      Boleda, Gemma  and
      Bisazza, Arianna},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.580/",
    doi = "10.18653/v1/2025.findings-emnlp.580",
    pages = "10929--10945",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{poiroux-etal-2025-rlmeval,
    title = "{RLME}val: Evaluating Research-Level Neural Theorem Proving",
    author = "Poiroux, Auguste  and
      Bosselut, Antoine  and
      Kun{\v{c}}ak, Viktor",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.581/",
    doi = "10.18653/v1/2025.findings-emnlp.581",
    pages = "10946--10957",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{bu-etal-2025-kaede,
    title = "{K}ae{D}e: Progressive Generation of Logical Forms via Knowledge-Aware Question Decomposition for Improved {KBQA}",
    author = "Bu, Ranran  and
      Cao, Jian  and
      Gao, Jianqi  and
      Qian, Shiyou  and
      Cai, Hongming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.582/",
    doi = "10.18653/v1/2025.findings-emnlp.582",
    pages = "10958--10973",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{huang-etal-2025-fact,
    title = "Where Fact Ends and Fairness Begins: Redefining {AI} Bias Evaluation through Cognitive Biases",
    author = "Huang, Jen-tse  and
      Yan, Yuhang  and
      Liu, Linqi  and
      Wan, Yixin  and
      Wang, Wenxuan  and
      Chang, Kai-Wei  and
      Lyu, Michael R.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.583/",
    doi = "10.18653/v1/2025.findings-emnlp.583",
    pages = "10974--10993",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-equal,
    title = "Equal Truth: Rumor Detection with Invariant Group Fairness",
    author = "Chen, Junyi  and
      Wu, Mengjia  and
      Liu, Qian  and
      Sun, Jing  and
      Ding, Ying  and
      Zhang, Yi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.584/",
    doi = "10.18653/v1/2025.findings-emnlp.584",
    pages = "10994--11007",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jeong-etal-2025-steam,
    title = "{STEAM}: A Semantic-Level Knowledge Editing Framework for Large Language Models",
    author = "Jeong, Geunyeong  and
      Sun, Juoh  and
      Lee, Seonghee  and
      Kim, Harksoo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.585/",
    doi = "10.18653/v1/2025.findings-emnlp.585",
    pages = "11008--11023",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{qi-etal-2025-sot,
    title = "{S}o{T}: Structured-of-Thought Prompting Guides Multilingual Reasoning in Large Language Models",
    author = "Qi, Rui  and
      Man, Zhibo  and
      Chen, Yufeng  and
      Mo, Fengran  and
      Xu, Jinan  and
      Huang, Kaiyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.586/",
    doi = "10.18653/v1/2025.findings-emnlp.586",
    pages = "11024--11039",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{fu-liu-2025-reliable,
    title = "How Reliable is Multilingual {LLM}-as-a-Judge?",
    author = "Fu, Xiyan  and
      Liu, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.587/",
    doi = "10.18653/v1/2025.findings-emnlp.587",
    pages = "11040--11053",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-cognitive,
    title = "Cognitive-Level Adaptive Generation via Capability-Aware Retrieval and Style Adaptation",
    author = "Wang, Qingsong  and
      Wu, Tao  and
      Lin, Wang  and
      Feng, Yueying  and
      Yuan, Gongsheng  and
      Yao, Chang  and
      Chen, Jingyuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.588/",
    doi = "10.18653/v1/2025.findings-emnlp.588",
    pages = "11054--11069",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jan-etal-2025-data,
    title = "Data Doping or True Intelligence? Evaluating the Transferability of Injected Knowledge in {LLM}s",
    author = "Jan, Essa  and
      Ali, Moiz  and
      Hassan, Muhammad Saram  and
      Zaffar, Muhammad Fareed  and
      Zaki, Yasir",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.589/",
    doi = "10.18653/v1/2025.findings-emnlp.589",
    pages = "11070--11077",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wu-etal-2025-indoorworld,
    title = "{INDOORWORLD} : Integrating Physical Task Solving and Social Simulation in A Heterogeneous Multi-Agent Environment",
    author = "Wu, Dekun  and
      Brudy, Frederik  and
      Liu, Bang  and
      Wang, Yi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.590/",
    doi = "10.18653/v1/2025.findings-emnlp.590",
    pages = "11078--11099",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-arxsa,
    title = "{ARXSA}: A General Negative Feedback Control Theory in Vision-Language Models",
    author = "Zhang, Zeyu  and
      Chen, Tianqi  and
      Todo, Yuki",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.591/",
    doi = "10.18653/v1/2025.findings-emnlp.591",
    pages = "11100--11110",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ruan-etal-2025-breaking,
    title = "Breaking the Attention Trap in Code {LLM}s: A Rejection Sampling Approach to Enhance Code Execution Prediction",
    author = "Ruan, Xingcheng  and
      Geng, Haoxiang  and
      Xia, Yunhui  and
      Zhao, Bingran",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.592/",
    doi = "10.18653/v1/2025.findings-emnlp.592",
    pages = "11111--11120",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-himate,
    title = "{H}i{MATE}: A Hierarchical Multi-Agent Framework for Machine Translation Evaluation",
    author = "Zhang, Shijie  and
      Li, Renhao  and
      Wang, Songsheng  and
      Koehn, Philipp  and
      Yang, Min  and
      Wong, Derek F.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.593/",
    doi = "10.18653/v1/2025.findings-emnlp.593",
    pages = "11121--11145",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lior-etal-2025-reliableeval,
    title = "{R}eliable{E}val: A Recipe for Stochastic {LLM} Evaluation via Method of Moments",
    author = "Lior, Gili  and
      Habba, Eliya  and
      Levy, Shahar  and
      Caciularu, Avi  and
      Stanovsky, Gabriel",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.594/",
    doi = "10.18653/v1/2025.findings-emnlp.594",
    pages = "11146--11153",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{dolga-etal-2025-characters,
    title = "From Characters to Tokens: Dynamic Grouping with Hierarchical {BPE}",
    author = "Dolga, Rares  and
      Maystre, Lucas  and
      Berariu, Tudor  and
      Barber, David",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.595/",
    doi = "10.18653/v1/2025.findings-emnlp.595",
    pages = "11154--11162",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{shen-shen-2025-auto,
    title = "Auto-{SLURP}: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant",
    author = "Shen, Lei  and
      Shen, Xiaoyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.596/",
    doi = "10.18653/v1/2025.findings-emnlp.596",
    pages = "11163--11174",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{shachar-etal-2025-ner,
    title = "{NER} Retriever: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings",
    author = "Shachar, Or  and
      Katz, Uri  and
      Goldberg, Yoav  and
      Glickman, Oren",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.597/",
    doi = "10.18653/v1/2025.findings-emnlp.597",
    pages = "11175--11186",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{luo-etal-2025-mmath,
    title = "{MMATH}: A Multilingual Benchmark for Mathematical Reasoning",
    author = "Luo, Wenyang  and
      Zhao, Wayne Xin  and
      Sha, Jing  and
      Wang, Shijin  and
      Wen, Ji-Rong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.598/",
    doi = "10.18653/v1/2025.findings-emnlp.598",
    pages = "11187--11202",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{panchendrarajan-etal-2025-multiclaimnet,
    title = "{M}ulti{C}laim{N}et: A Massively Multilingual Dataset of Fact-Checked Claim Clusters",
    author = "Panchendrarajan, Rrubaa  and
      P{\'e}rez, Rub{\'e}n M{\'i}guez  and
      Zubiaga, Arkaitz",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.599/",
    doi = "10.18653/v1/2025.findings-emnlp.599",
    pages = "11203--11215",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-ds,
    title = "{DS}-{MHP}: Improving Chain-of-Thought through Dynamic Subgraph-Guided Multi-Hop Path",
    author = "Liu, Yongqiang  and
      Peng, Qiyao  and
      Liu, Binrong  and
      Liu, Hongtao  and
      Li, XueWei  and
      Wang, Wenjun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.600/",
    doi = "10.18653/v1/2025.findings-emnlp.600",
    pages = "11216--11230",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{algayres-etal-2025-longtail,
    title = "{L}ong{T}ail-Swap: benchmarking language models' abilities on rare words",
    author = "Algayres, Robin  and
      Saint-James, Charles-{\'E}ric  and
      Luthra, Mahi  and
      Shen, Jiayi  and
      Benchekroun, Youssef  and
      Lin, Dongyan  and
      Moritz, Rashel  and
      Pino, Juan  and
      Dupoux, Emmanuel",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.601/",
    doi = "10.18653/v1/2025.findings-emnlp.601",
    pages = "11231--11251",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-tf,
    title = "{TF}-Mamba: Text-enhanced Fusion Mamba with Missing Modalities for Robust Multimodal Sentiment Analysis",
    author = "Li, Xiang  and
      Cheng, Xianfu  and
      Miao, Dezhuang  and
      Zhang, Xiaoming  and
      Li, Zhoujun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.602/",
    doi = "10.18653/v1/2025.findings-emnlp.602",
    pages = "11252--11267",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{reusens-etal-2025-economists,
    title = "Are Economists Always More Introverted? Analyzing Consistency in Persona-Assigned {LLM}s",
    author = "Reusens, Manon  and
      Baesens, Bart  and
      Jurgens, David",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.603/",
    doi = "10.18653/v1/2025.findings-emnlp.603",
    pages = "11268--11287",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ballout-etal-2025-splice,
    title = "Can you {SPLICE} it together? A Human Curated Benchmark for Probing Visual Reasoning in {VLM}s",
    author = "Ballout, Mohamad  and
      Wilfred, Okajevo  and
      Yaghoubi, Seyedalireza  and
      Abdelmoneim, Nohayr Muhammad  and
      Mayer, Julius  and
      Bruni, Elia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.604/",
    doi = "10.18653/v1/2025.findings-emnlp.604",
    pages = "11288--11309",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{steindl-etal-2025-effectiveness,
    title = "On the Effectiveness of Prompt-Moderated {LLM}s for Math Tutoring at the Tertiary Level",
    author = {Steindl, Sebastian  and
      Brunner, Fabian  and
      Sissouno, Nada  and
      Schwagerl, Dominik  and
      Sch{\"o}ler-Niewiera, Florian  and
      Sch{\"a}fer, Ulrich},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.605/",
    doi = "10.18653/v1/2025.findings-emnlp.605",
    pages = "11310--11323",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-skewroute,
    title = "{S}kew{R}oute: Training-Free {LLM} Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context",
    author = "Wang, Hairu  and
      Feng, Yuan  and
      Cao, Yukun  and
      Xie, Xike  and
      Zhou, S Kevin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.606/",
    doi = "10.18653/v1/2025.findings-emnlp.606",
    pages = "11324--11340",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{braun-2025-acquiescence,
    title = "Acquiescence Bias in Large Language Models",
    author = "Braun, Daniel",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.607/",
    doi = "10.18653/v1/2025.findings-emnlp.607",
    pages = "11341--11355",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{eckhaus-etal-2025-time,
    title = "Time to Talk: {LLM} Agents for Asynchronous Group Communication in Mafia Games",
    author = "Eckhaus, Niv  and
      Berger, Uri  and
      Stanovsky, Gabriel",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.608/",
    doi = "10.18653/v1/2025.findings-emnlp.608",
    pages = "11356--11368",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{dubois-etal-2025-sampling,
    title = "How Sampling Affects the Detectability of Machine-written texts: A Comprehensive Study",
    author = "Dubois, Matthieu  and
      Yvon, Fran{\c{c}}ois  and
      Piantanida, Pablo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.609/",
    doi = "10.18653/v1/2025.findings-emnlp.609",
    pages = "11369--11387",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{steindl-etal-2025-improved,
    title = "An Improved, Strong Baseline for Pre-Trained Large Language Models as Task-Oriented Dialogue Systems",
    author = {Steindl, Sebastian  and
      Kestler, Andr{\'e}  and
      Sch{\"a}fer, Ulrich  and
      Ludwig, Bernd},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.610/",
    doi = "10.18653/v1/2025.findings-emnlp.610",
    pages = "11388--11398",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ghoummaid-etal-2025-match,
    title = "{MATCH}: Task-Driven Code Evaluation through Contrastive Learning",
    author = "Ghoummaid, Marah  and
      Tchuiev, Vladimir  and
      Glick, Ofek  and
      Moshkovitz, Michal  and
      Di Castro, Dotan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.611/",
    doi = "10.18653/v1/2025.findings-emnlp.611",
    pages = "11399--11414",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zuo-etal-2025-evaluating,
    title = "Evaluating Large Language Models for Cross-Lingual Retrieval",
    author = "Zuo, Longfei  and
      Hong, Pingjun  and
      Kraus, Oliver  and
      Plank, Barbara  and
      Litschko, Robert",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.612/",
    doi = "10.18653/v1/2025.findings-emnlp.612",
    pages = "11415--11429",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-sgcd,
    title = "{SGCD}: Subtask-Guided Causal-Debiasing Framework for Robust Cross-Utterance Sentiment Quadruple Extraction in Dialogues",
    author = "Li, Xiang  and
      Yao, Keyu  and
      Shen, Gang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.613/",
    doi = "10.18653/v1/2025.findings-emnlp.613",
    pages = "11430--11440",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zinvandi-etal-2025-famteb,
    title = "{F}a{MTEB}: Massive Text Embedding Benchmark in {P}ersian Language",
    author = "Zinvandi, Erfan  and
      Alikhani, Morteza  and
      Sarmadi, Mehran  and
      Pourbahman, Zahra  and
      Arvin, Sepehr  and
      Kazemi, Reza  and
      Amini, Arash",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.614/",
    doi = "10.18653/v1/2025.findings-emnlp.614",
    pages = "11441--11468",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kobayashi-etal-2025-leveraging,
    title = "Leveraging High-Resource {E}nglish Corpora for Cross-lingual Domain Adaptation in Low-Resource {J}apanese Medicine via Continued Pre-training",
    author = "Kobayashi, Kazuma  and
      Wan, Zhen  and
      Cheng, Fei  and
      Tsuta, Yuma  and
      Zhao, Xin  and
      Jiang, Junfeng  and
      Huang, Jiahao  and
      Huang, Zhiyi  and
      Oda, Yusuke  and
      Yokota, Rio  and
      Arase, Yuki  and
      Kawahara, Daisuke  and
      Aizawa, Akiko  and
      Kurohashi, Sadao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.615/",
    doi = "10.18653/v1/2025.findings-emnlp.615",
    pages = "11469--11488",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xu-etal-2025-structure,
    title = "Structure Trumps Size: Rethinking Data Quality for {LLM} Reasoning",
    author = "Xu, Hu  and
      Li, Zeyan  and
      Wang, Rui  and
      Xu, Jianfeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.616/",
    doi = "10.18653/v1/2025.findings-emnlp.616",
    pages = "11489--11513",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{agarwal-bedathur-2025-zero,
    title = "A Zero-Shot Neuro-Symbolic Approach for Complex Knowledge Graph Question Answering",
    author = "Agarwal, Prerna  and
      Bedathur, Srikanta",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.617/",
    doi = "10.18653/v1/2025.findings-emnlp.617",
    pages = "11514--11527",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hao-etal-2025-making,
    title = "Making Every Step Effective: Jailbreaking Large Vision-Language Models Through Hierarchical {KV} Equalization",
    author = "Hao, Shuyang  and
      Wang, Yiwei  and
      Hooi, Bryan  and
      Liu, Jun  and
      Chen, Muhao  and
      Huang, Zi  and
      Cai, Yujun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.618/",
    doi = "10.18653/v1/2025.findings-emnlp.618",
    pages = "11528--11543",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kim-etal-2025-mt,
    title = "{MT}-Mol: Multi Agent System with Tool-based Reasoning for Molecular Optimization",
    author = "Kim, Hyomin  and
      Jang, Yunhui  and
      Ahn, Sungsoo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.619/",
    doi = "10.18653/v1/2025.findings-emnlp.619",
    pages = "11544--11573",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{peng-etal-2025-survey,
    title = "A Survey on {LLM}-powered Agents for Recommender Systems",
    author = "Peng, Qiyao  and
      Liu, Hongtao  and
      Huang, Hua  and
      Yang, Jian  and
      Yang, Qing  and
      Shao, Minglai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.620/",
    doi = "10.18653/v1/2025.findings-emnlp.620",
    pages = "11574--11583",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ren-etal-2025-efficiently,
    title = "Efficiently Selecting Response Generation Strategies for Synthetic Data Construction by Self-Aligned Perplexity",
    author = "Ren, Xuan  and
      Chen, Qi  and
      Liu, Lingqiao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.621/",
    doi = "10.18653/v1/2025.findings-emnlp.621",
    pages = "11584--11605",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-benchmarking-domain,
    title = "Benchmarking for Domain-Specific {LLM}s: A Case Study on Academia and Beyond",
    author = "Chen, Rubing  and
      Wu, Jiaxin  and
      Wang, Jian  and
      Zhang, Xulu  and
      Fan, Wenqi  and
      Lin, Chenghua  and
      Wei, Xiaoyong  and
      Qing, Li",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.622/",
    doi = "10.18653/v1/2025.findings-emnlp.622",
    pages = "11606--11619",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yano-etal-2025-frameeol,
    title = "{F}rame{EOL}: Semantic Frame Induction using Causal Language Models",
    author = "Yano, Chihiro  and
      Yamada, Kosuke  and
      Tsukagoshi, Hayato  and
      Sasano, Ryohei  and
      Takeda, Koichi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.623/",
    doi = "10.18653/v1/2025.findings-emnlp.623",
    pages = "11620--11632",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hebeu-yu-2025-cater,
    title = "{C}a{TER}: A Framework for Context-aware Topology Entity Retrieval Contrastive Learning in End-to-End Task-Oriented Dialogue Systems",
    author = "Hebeu, Di Wu  and
      Yu, Zhizhi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.624/",
    doi = "10.18653/v1/2025.findings-emnlp.624",
    pages = "11633--11648",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-attribution,
    title = "Attribution and Application of Multiple Neurons in Multimodal Large Language Models",
    author = "Wang, Feiyu  and
      Zhao, Ziran  and
      Yu, Dong  and
      Liu, Pengyuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.625/",
    doi = "10.18653/v1/2025.findings-emnlp.625",
    pages = "11649--11662",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{rykov-etal-2025-models,
    title = "When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with {P}silo{QA}",
    author = "Rykov, Elisei  and
      Petrushina, Kseniia  and
      Savkin, Maksim  and
      Olisov, Valerii  and
      Vazhentsev, Artem  and
      Titova, Kseniia  and
      Panchenko, Alexander  and
      Konovalov, Vasily  and
      Belikova, Julia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.626/",
    doi = "10.18653/v1/2025.findings-emnlp.626",
    pages = "11663--11682",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{feng-etal-2025-unraveling,
    title = "Unraveling Misinformation Propagation in {LLM} Reasoning",
    author = "Feng, Yiyang  and
      Wang, Yichen  and
      Cui, Shaobo  and
      Faltings, Boi  and
      Lee, Mina  and
      Zhou, Jiawei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.627/",
    doi = "10.18653/v1/2025.findings-emnlp.627",
    pages = "11683--11707",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lv-etal-2025-raise,
    title = "{RAISE}: Reinforced Adaptive Instruction Selection For Large Language Models",
    author = "Lv, Qingsong  and
      Li, Yangning  and
      Lan, Zihua  and
      Xu, Zishan  and
      Tang, Jiwei  and
      Lu, Tingwei  and
      Li, Yinghui  and
      Jiang, Wenhao  and
      Kim, Hong-Gee  and
      Zheng, Hai-Tao  and
      Yu, Philip S.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.628/",
    doi = "10.18653/v1/2025.findings-emnlp.628",
    pages = "11708--11723",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-teaching,
    title = "Teaching According to Talents! Instruction Tuning {LLM}s with Competence-Aware Curriculum Learning",
    author = "Li, Yangning  and
      Lu, Tingwei  and
      Li, Yinghui  and
      Chen, Yankai  and
      Huang, Wei-Chieh  and
      Jiang, Wenhao  and
      Wang, Hui  and
      Zheng, Hai-Tao  and
      Yu, Philip S.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.629/",
    doi = "10.18653/v1/2025.findings-emnlp.629",
    pages = "11724--11741",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zheng-etal-2025-easy,
    title = "Let Them Down Easy! Contextual Effects of {LLM} Guardrails on User Perceptions and Preferences",
    author = "Zheng, Mingqian  and
      Hu, Wenjia  and
      Zhao, Patrick  and
      Eslami, Motahhare  and
      Hwang, Jena D.  and
      Brahman, Faeze  and
      Rose, Carolyn  and
      Sap, Maarten",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.630/",
    doi = "10.18653/v1/2025.findings-emnlp.630",
    pages = "11742--11772",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhou-etal-2025-hypothesis,
    title = "From Hypothesis to Publication: A Comprehensive Survey of {AI}-Driven Research Support Systems",
    author = "Zhou, Zekun  and
      Feng, Xiaocheng  and
      Huang, Lei  and
      Feng, Xiachong  and
      Song, Ziyun  and
      Chen, Ruihan  and
      Zhao, Liang  and
      Ma, Weitao  and
      Gu, Yuxuan  and
      Wang, Baoxin  and
      Wu, Dayong  and
      Hu, Guoping  and
      Liu, Ting  and
      Qin, Bing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.631/",
    doi = "10.18653/v1/2025.findings-emnlp.631",
    pages = "11773--11803",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xu-etal-2025-enhancing-model,
    title = "Enhancing Model Privacy in Federated Learning with Random Masking and Quantization",
    author = "Xu, Zhibo  and
      JianHao, Zhu  and
      Xu, Jingwen  and
      Lv, Changze  and
      Wang, Zhenghua  and
      Huang, Zisu  and
      Wang, Xiaohua  and
      Wu, Muling  and
      Qian, Qi  and
      Zheng, Xiaoqing  and
      Huang, Xuanjing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.632/",
    doi = "10.18653/v1/2025.findings-emnlp.632",
    pages = "11804--11816",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{cai-etal-2025-supreme,
    title = "{S}u{P}re{ME}: A Supervised Pre-training Framework for Multimodal {ECG} Representation Learning",
    author = "Cai, Mingsheng  and
      Jiang, Jiuming  and
      Huang, Wenhao  and
      Liu, Che  and
      Arcucci, Rossella",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.633/",
    doi = "10.18653/v1/2025.findings-emnlp.633",
    pages = "11817--11844",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{pala-etal-2025-ferret,
    title = "Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique",
    author = "Pala, Tej Deep  and
      Toh, Vernon  and
      Bhardwaj, Rishabh  and
      Poria, Soujanya",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.634/",
    doi = "10.18653/v1/2025.findings-emnlp.634",
    pages = "11845--11860",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hsieh-etal-2025-teaching,
    title = "Do What? Teaching Vision-Language-Action Models to Reject the Impossible",
    author = "Hsieh, Wen-Han  and
      Hsieh, Elvis  and
      Niu, Dantong  and
      Darrell, Trevor  and
      Herzig, Roei  and
      Chan, David M.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.635/",
    doi = "10.18653/v1/2025.findings-emnlp.635",
    pages = "11861--11869",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tian-etal-2025-agentinit,
    title = "{A}gent{I}nit: Initializing {LLM}-based Multi-Agent Systems via Diversity and Expertise Orchestration for Effective and Efficient Collaboration",
    author = "Tian, Chunhao  and
      Wang, Yutong  and
      Liu, Xuebo  and
      Wang, Zhexuan  and
      Ding, Liang  and
      Zhang, Miao  and
      Zhang, Min",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.636/",
    doi = "10.18653/v1/2025.findings-emnlp.636",
    pages = "11870--11902",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{abbood-etal-2025-time,
    title = "Time to Revisit Exact Match",
    author = "Abbood, Auss  and
      Meng, Zaiqiao  and
      Collier, Nigel",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.637/",
    doi = "10.18653/v1/2025.findings-emnlp.637",
    pages = "11903--11926",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-longtablebench,
    title = "{L}ong{T}able{B}ench: Benchmarking Long-Context Table Reasoning across Real-World Formats and Domains",
    author = "Li, Liyao  and
      Tian, Jiaming  and
      Chen, Hao  and
      Ye, Wentao  and
      Ye, Chao  and
      Wang, Haobo  and
      Wang, Ningtao  and
      Fu, Xing  and
      Chen, Gang  and
      Zhao, Junbo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.638/",
    doi = "10.18653/v1/2025.findings-emnlp.638",
    pages = "11927--11965",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jia-etal-2025-exploring,
    title = "Exploring and Evaluating Multimodal Knowledge Reasoning Consistency of Multimodal Large Language Models",
    author = "Jia, Boyu  and
      Zhang, Junzhe  and
      Zhang, Huixuan  and
      Wan, Xiaojun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.639/",
    doi = "10.18653/v1/2025.findings-emnlp.639",
    pages = "11966--11981",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tehenan-etal-2025-mpta,
    title = "{MPTA}: {M}ulti{T}ask Personalization Assessment",
    author = "Tehenan, Matthieu  and
      Chamoun, Eric  and
      Vlachos, Andreas",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.640/",
    doi = "10.18653/v1/2025.findings-emnlp.640",
    pages = "11982--11992",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tehenan-2025-semantic,
    title = "Semantic Geometry of Sentence Embeddings",
    author = "Tehenan, Matthieu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.641/",
    doi = "10.18653/v1/2025.findings-emnlp.641",
    pages = "11993--12004",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-realign,
    title = "{R}e{A}lign: Structured Revision for Small Language Model Alignment",
    author = "Chen, Ruijun  and
      Guo, Jiajian  and
      Chen, Hongzhan  and
      Wan, Fanqi  and
      Wang, Qifan  and
      Quan, Xiaojun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.642/",
    doi = "10.18653/v1/2025.findings-emnlp.642",
    pages = "12005--12020",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{deng-etal-2025-curr,
    title = "Curr-{R}e{FT}: Overcoming Training Bottlenecks in Small-scale Vision-Language Models via Curriculum Reinforcement Finetuning",
    author = "Deng, Huilin  and
      Zou, Ding  and
      Zhao, Xinghao  and
      Ma, Rui  and
      Guo, Yanming  and
      Cao, Yang  and
      Kang, Yu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.643/",
    doi = "10.18653/v1/2025.findings-emnlp.643",
    pages = "12021--12032",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-layer,
    title = "Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge",
    author = "Chen, Yan-Lun  and
      Wei, Yi-Ru  and
      Hsu, Chia-Yi  and
      Yu, Chia-Mu  and
      Huang, Chun-Ying  and
      Lin, Ying-Dar  and
      Wu, Yu-Sung  and
      Lee, Wei-Bin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.644/",
    doi = "10.18653/v1/2025.findings-emnlp.644",
    pages = "12033--12054",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhou-etal-2025-revisiting,
    title = "Revisiting Pruning vs Quantization for Small Language Models",
    author = "Zhou, Zihan  and
      Kurz, Simon  and
      Zhao, Zhixue",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.645/",
    doi = "10.18653/v1/2025.findings-emnlp.645",
    pages = "12055--12070",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xu-etal-2025-claw,
    title = "{CL}aw: Benchmarking {C}hinese Legal Knowledge in Large Language Models - A Fine-grained Corpus and Reasoning Analysis",
    author = "Xu, Xinzhe  and
      Zhao, Liang  and
      Xu, Hongshen  and
      Chenchenc",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.646/",
    doi = "10.18653/v1/2025.findings-emnlp.646",
    pages = "12071--12103",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{savit-etal-2025-polybart,
    title = "poly{BART}: A Chemical Linguist for Polymer Property Prediction and Generative Design",
    author = "Savit, Anagha  and
      Sahu, Harikrishna  and
      Shukla, Shivank S.  and
      Xiong, Wei  and
      Ramprasad, Rampi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.647/",
    doi = "10.18653/v1/2025.findings-emnlp.647",
    pages = "12104--12119",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-survey,
    title = "A Survey of {RAG}-Reasoning Systems in Large Language Models",
    author = "Li, Yangning  and
      Zhang, Weizhi  and
      Yang, Yuyao  and
      Huang, Wei-Chieh  and
      Wu, Yaozu  and
      Luo, Junyu  and
      Bei, Yuanchen  and
      Zou, Henry Peng  and
      Luo, Xiao  and
      Zhao, Yusheng  and
      Chan, Chunkit  and
      Chen, Yankai  and
      Deng, Zhongfen  and
      Li, Yinghui  and
      Zheng, Hai-Tao  and
      Li, Dongyuan  and
      Jiang, Renhe  and
      Zhang, Ming  and
      Song, Yangqiu  and
      Yu, Philip S.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.648/",
    doi = "10.18653/v1/2025.findings-emnlp.648",
    pages = "12120--12145",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sharif-etal-2025-regen,
    title = "{REG}en: A Reliable Evaluation Framework for Generative Event Argument Extraction",
    author = "Sharif, Omar  and
      Gatto, Joseph  and
      Basak, Madhusudan  and
      Preum, Sarah Masud",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.649/",
    doi = "10.18653/v1/2025.findings-emnlp.649",
    pages = "12146--12168",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-poellabauer-2025-mitigating,
    title = "Mitigating Interviewer Bias in Multimodal Depression Detection: An Approach with Adversarial Learning and Contextual Positional Encoding",
    author = "Zhang, Enshi  and
      Poellabauer, Christian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.650/",
    doi = "10.18653/v1/2025.findings-emnlp.650",
    pages = "12169--12188",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-amia,
    title = "{AMIA}: Automatic Masking and Joint Intention Analysis Makes {LVLM}s Robust Jailbreak Defenders",
    author = "Zhang, Yuqi  and
      Miao, Yuchun  and
      Li, Zuchao  and
      Ding, Liang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.651/",
    doi = "10.18653/v1/2025.findings-emnlp.651",
    pages = "12189--12199",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tran-etal-2025-disentangling,
    title = "Disentangling Language Understanding and Reasoning Structures in Cross-lingual Chain-of-Thought Prompting",
    author = "Tran, Khanh-Tung  and
      Vu, Nguyet-Hang  and
      O{'}Sullivan, Barry  and
      Nguyen, Hoang D.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.652/",
    doi = "10.18653/v1/2025.findings-emnlp.652",
    pages = "12200--12206",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{avram-etal-2025-morovoc,
    title = "{M}o{R}o{V}oc: A Large Dataset for Geographical Variation Identification of the Spoken {R}omanian Language",
    author = "Avram, Andrei-Marius  and
      Ema-Ioana, B{\u{a}}nescu  and
      Robea, Anda-Teodora  and
      Cercel, Dumitru-Clementin  and
      Cercel, Mihaela-Claudia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.653/",
    doi = "10.18653/v1/2025.findings-emnlp.653",
    pages = "12207--12216",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ying-etal-2025-language,
    title = "Language-Informed Synthesis of Rational Agent Models for Grounded Theory-of-Mind Reasoning On-the-fly",
    author = "Ying, Lance  and
      Truong, Ryan  and
      Collins, Katherine M.  and
      Zhang, Cedegao E.  and
      Wei, Megan  and
      BrookeWilson, Tyler  and
      Zhi-Xuan, Tan  and
      Wong, Lionel  and
      Tenenbaum, Joshua B.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.654/",
    doi = "10.18653/v1/2025.findings-emnlp.654",
    pages = "12217--12235",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{alyafeai-etal-2025-mole,
    title = "{MOLE}: Metadata Extraction and Validation in Scientific Papers Using {LLM}s",
    author = "Alyafeai, Zaid  and
      Al-shaibani, Maged S.  and
      Ghanem, Bernard",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.655/",
    doi = "10.18653/v1/2025.findings-emnlp.655",
    pages = "12236--12264",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ganesan-etal-2025-massv,
    title = "{MASSV}: Multimodal Adaptation and Self-Data Distillation for Speculative Decoding of Vision-Language Models",
    author = "Ganesan, Mugilan  and
      Segal, Shane  and
      Aggarwal, Ankur  and
      Sinnadurai, Nish  and
      Lie, Sean  and
      Thangarasa, Vithursan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.656/",
    doi = "10.18653/v1/2025.findings-emnlp.656",
    pages = "12265--12276",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{bhattacharya-etal-2025-festa,
    title = "{FESTA}: Functionally Equivalent Sampling for Trust Assessment of Multimodal {LLM}s",
    author = "Bhattacharya, Debarpan  and
      Kulkarni, Apoorva  and
      Ganapathy, Sriram",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.657/",
    doi = "10.18653/v1/2025.findings-emnlp.657",
    pages = "12277--12295",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhou-etal-2025-claimgen,
    title = "{C}laim{G}en-{CN}: A Large-scale {C}hinese Dataset for Legal Claim Generation",
    author = "Zhou, Siying  and
      Wu, Yiquan  and
      Chen, Hui  and
      Hu, Xueyu  and
      Kuang, Kun  and
      Jatowt, Adam  and
      Zheng, Chunyan  and
      Wu, Fei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.658/",
    doi = "10.18653/v1/2025.findings-emnlp.658",
    pages = "12296--12323",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yuan-etal-2025-summarize,
    title = "Summarize-Exemplify-Reflect: Data-driven Insight Distillation Empowers {LLM}s for Few-shot Tabular Classification",
    author = "Yuan, Yifei  and
      Li, Jiatong  and
      Zhang, Weijia  and
      Aliannejadi, Mohammad  and
      Kanoulas, Evangelos  and
      Hu, Renjun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.659/",
    doi = "10.18653/v1/2025.findings-emnlp.659",
    pages = "12324--12348",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{feng-etal-2025-rethinking,
    title = "Rethinking {LLM} Uncertainty: A Multi-Agent Approach to Estimating Black-Box Model Uncertainty",
    author = "Feng, Yu  and
      Htut, Phu Mon  and
      Qi, Zheng  and
      Xiao, Wei  and
      Mager, Manuel  and
      Pappas, Nikolaos  and
      Halder, Kishaloy  and
      Li, Yang  and
      Benajiba, Yassine  and
      Roth, Dan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.660/",
    doi = "10.18653/v1/2025.findings-emnlp.660",
    pages = "12349--12375",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{arkoudas-batzoglou-2025-stress,
    title = "Stress-Testing the Reasoning Competence of Language Models With Formal Proofs",
    author = "Arkoudas, Konstantine  and
      Batzoglou, Serafim",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.661/",
    doi = "10.18653/v1/2025.findings-emnlp.661",
    pages = "12376--12394",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-topic,
    title = "Topic-Guided Reinforcement Learning with {LLM}s for Enhancing Multi-Document Summarization",
    author = "Li, Chuyuan  and
      Xu, Austin  and
      Joty, Shafiq  and
      Carenini, Giuseppe",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.662/",
    doi = "10.18653/v1/2025.findings-emnlp.662",
    pages = "12395--12412",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{alnuhait-etal-2025-factcheckmate,
    title = "{FACTCHECKMATE}: Preemptively Detecting and Mitigating Hallucinations in {LM}s",
    author = "Alnuhait, Deema  and
      Kirtane, Neeraja  and
      Khalifa, Muhammad  and
      Peng, Hao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.663/",
    doi = "10.18653/v1/2025.findings-emnlp.663",
    pages = "12413--12428",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{faisal-etal-2025-dialectal,
    title = "Dialectal Toxicity Detection: Evaluating {LLM}-as-a-Judge Consistency Across Language Varieties",
    author = "Faisal, Fahim  and
      Rahman, Md Mushfiqur  and
      Anastasopoulos, Antonios",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.664/",
    doi = "10.18653/v1/2025.findings-emnlp.664",
    pages = "12429--12452",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{shukla-etal-2025-mitigate,
    title = "Mitigate One, Skew Another? Tackling Intersectional Biases in Text-to-Image Models",
    author = "Shukla, Pushkar  and
      Chinchure, Aditya  and
      Diana, Emily  and
      Tolbert, Alexander  and
      Hosanagar, Kartik  and
      Balasubramanian, Vineeth N.  and
      Sigal, Leonid  and
      Turk, Matthew A.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.665/",
    doi = "10.18653/v1/2025.findings-emnlp.665",
    pages = "12453--12472",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{fan-etal-2025-language,
    title = "Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models",
    author = "Fan, Yuchun  and
      Wang, Yilin  and
      Mu, Yongyu  and
      Huang, Lei  and
      Li, Bei  and
      Feng, Xiaocheng  and
      Xiao, Tong  and
      Zhu, JingBo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.666/",
    doi = "10.18653/v1/2025.findings-emnlp.666",
    pages = "12473--12500",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{guo-etal-2025-infal,
    title = "{I}nf{AL}: Inference Time Adversarial Learning for Improving Research Ideation",
    author = "Guo, Sikun  and
      Shariatmadari, Amir Hassan  and
      Wang, Peng  and
      Huang, Albert  and
      Zhang, Aidong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.667/",
    doi = "10.18653/v1/2025.findings-emnlp.667",
    pages = "12501--12522",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-speculative,
    title = "Speculative Decoding for Multi-Sample Inference",
    author = "Li, Yiwei  and
      Shi, Jiayi  and
      Feng, Shaoxiong  and
      Yuan, Peiwen  and
      Wang, Xinglin  and
      Zhang, Yueqi  and
      Zhang, Ji  and
      Tan, Chuyi  and
      Pan, Boyuan  and
      Hu, Yao  and
      Li, Kan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.668/",
    doi = "10.18653/v1/2025.findings-emnlp.668",
    pages = "12523--12533",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ren-2025-lsrl,
    title = "{LSRL}: Process-Supervised {GRPO} on Latent Recurrent States Improves Mathematical Reasoning",
    author = "Ren, Hangliang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.669/",
    doi = "10.18653/v1/2025.findings-emnlp.669",
    pages = "12534--12545",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-multi-token,
    title = "Multi-token Mask-filling and Implicit Discourse Relations",
    author = "Liu, Meinan  and
      Dong, Yunfang  and
      Liao, Xixian  and
      Webber, Bonnie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.670/",
    doi = "10.18653/v1/2025.findings-emnlp.670",
    pages = "12546--12560",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-schema,
    title = "Schema Generation for Large Knowledge Graphs Using Large Language Models",
    author = "Zhang, Bohui  and
      He, Yuan  and
      Pintscher, Lydia  and
      Mero{\~n}o-Pe{\~n}uela, Albert  and
      Simperl, Elena",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.671/",
    doi = "10.18653/v1/2025.findings-emnlp.671",
    pages = "12561--12580",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hu-etal-2025-mcts,
    title = "{MCTS}-{RAG}: Enhancing Retrieval-Augmented Generation with {M}onte {C}arlo Tree Search",
    author = "Hu, Yunhai  and
      Zhao, Yilun  and
      Zhao, Chen  and
      Cohan, Arman",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.672/",
    doi = "10.18653/v1/2025.findings-emnlp.672",
    pages = "12581--12597",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-othello,
    title = "What if Othello-Playing Language Models Could See?",
    author = "Chen, Xinyi  and
      Yuan, Yifei  and
      Li, Jiaang  and
      Belongie, Serge  and
      de Rijke, Maarten  and
      S{\o}gaard, Anders",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.673/",
    doi = "10.18653/v1/2025.findings-emnlp.673",
    pages = "12598--12609",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{berkane-etal-2025-llm,
    title = "{LLM}-Based Web Data Collection for Research Dataset Creation",
    author = "Berkane, Thomas  and
      Charpignon, Marie-Laure  and
      Majumder, Maimuna S.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.674/",
    doi = "10.18653/v1/2025.findings-emnlp.674",
    pages = "12610--12622",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ma-etal-2025-psyscam,
    title = "{P}sy{S}cam: A Benchmark for Psychological Techniques in Real-World Scams",
    author = "Ma, Shang  and
      Ma, Tianyi  and
      Liu, Jiahao  and
      Song, Wei  and
      Liang, Zhenkai  and
      Xiao, Xusheng  and
      Ye, Yanfang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.675/",
    doi = "10.18653/v1/2025.findings-emnlp.675",
    pages = "12623--12637",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-lorada,
    title = "{L}o{R}a{DA}: Low-Rank Direct Attention Adaptation for Efficient {LLM} Fine-tuning",
    author = "Li, Zhangming  and
      Hu, Qinghao  and
      Chen, Yiqun  and
      Wang, Peisong  and
      Zhang, Yifan  and
      Cheng, Jian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.676/",
    doi = "10.18653/v1/2025.findings-emnlp.676",
    pages = "12638--12655",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yan-etal-2025-inductive,
    title = "Inductive Reasoning on Few-Shot Knowledge Graphs with Task-Aware Language Models",
    author = "Yan, Cheng  and
      Zhao, Feng  and
      Zhao, Ruilin  and
      Zhang, Hong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.677/",
    doi = "10.18653/v1/2025.findings-emnlp.677",
    pages = "12656--12666",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yu-etal-2025-forestcast,
    title = "{F}orest{C}ast: Open-Ended Event Forecasting with Semantic News Forest",
    author = "Yu, Zi  and
      Wang, Shaoxiang  and
      Li, Guozheng  and
      Zhang, Yu  and
      Liu, Chi Harold",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.678/",
    doi = "10.18653/v1/2025.findings-emnlp.678",
    pages = "12667--12681",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{rezaei-etal-2025-agentic,
    title = "Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between {LLM}s and Evolving Medical Knowledge",
    author = "Rezaei, Mohammad Reza  and
      Fard, Reza Saadati  and
      Parker, Jayson Lee  and
      Krishnan, Rahul G  and
      Lankarany, Milad",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.679/",
    doi = "10.18653/v1/2025.findings-emnlp.679",
    pages = "12682--12701",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{cao-etal-2025-text,
    title = "Text Anomaly Detection with Simplified Isolation Kernel",
    author = "Cao, Yang  and
      Yang, Sikun  and
      Yang, Yujiu  and
      Qi, Lianyong  and
      Liu, Ming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.680/",
    doi = "10.18653/v1/2025.findings-emnlp.680",
    pages = "12702--12713",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ishikawa-etal-2025-idola,
    title = "Idola Tribus of {AI}: Large Language Models tend to perceive order where none exists",
    author = "Ishikawa, Shin-nosuke  and
      Todo, Masato  and
      Ogihara, Taiki  and
      Ohba, Hirotsugu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.681/",
    doi = "10.18653/v1/2025.findings-emnlp.681",
    pages = "12714--12727",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hahm-etal-2025-thunder,
    title = "Thunder-{D}e{ID}: Accurate and Efficient De-identification Framework for {K}orean Court Judgments",
    author = "Hahm, Sungeun  and
      Kim, Heejin  and
      Lee, Gyuseong  and
      Park, Hyunji M.  and
      Lee, Jaejin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.682/",
    doi = "10.18653/v1/2025.findings-emnlp.682",
    pages = "12728--12755",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wu-etal-2025-multi,
    title = "Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances, Resources, and Future Directions",
    author = "Wu, Yaozu  and
      Li, Dongyuan  and
      Chen, Yankai  and
      Jiang, Renhe  and
      Zou, Henry Peng  and
      Huang, Wei-Chieh  and
      Li, Yangning  and
      Fang, Liancheng  and
      Wang, Zhen  and
      Yu, Philip S.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.683/",
    doi = "10.18653/v1/2025.findings-emnlp.683",
    pages = "12756--12773",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{higashiyama-utiyama-2025-comprehensive,
    title = "Comprehensive Evaluation on Lexical Normalization: Boundary-Aware Approaches for Unsegmented Languages",
    author = "Higashiyama, Shohei  and
      Utiyama, Masao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.684/",
    doi = "10.18653/v1/2025.findings-emnlp.684",
    pages = "12774--12799",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{du-etal-2025-explainable,
    title = "Explainable Text Classification with {LLM}s: Enhancing Performance through Dialectical Prompting and Explanation-Guided Training",
    author = "Du, Huaming  and
      Yuan, Lei  and
      Feng, Cancan  and
      Liu, Guisong  and
      Kou, Gang  and
      Yang, Carl",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.685/",
    doi = "10.18653/v1/2025.findings-emnlp.685",
    pages = "12800--12816",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-multipl,
    title = "{M}ulti{PL}-{M}o{E}: Multi-Programming-Lingual Extension of Large Language Models through Hybrid Mixture-of-Experts",
    author = "Wang, Qing  and
      Han, Xue  and
      Wang, Jiahui  and
      Xing, Lehao  and
      Hu, Qian  and
      Zhang, Lianlian  and
      Deng, Chao  and
      Feng, Junlan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.686/",
    doi = "10.18653/v1/2025.findings-emnlp.686",
    pages = "12817--12828",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{shea-yu-2025-autospec,
    title = "{A}uto{S}pec: An Agentic Framework for Automatically Drafting Patent Specification",
    author = "Shea, Ryan  and
      Yu, Zhou",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.687/",
    doi = "10.18653/v1/2025.findings-emnlp.687",
    pages = "12829--12840",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{moon-etal-2025-limacost,
    title = "{L}ima{C}ost: Data Valuation for Instruction Tuning of Large Language Models",
    author = "Moon, Hyeonseok  and
      Seo, Jaehyung  and
      Koo, Seonmin  and
      Kim, Jinsung  and
      Ham, Young-kyoung  and
      Moon, Jiwon  and
      Lim, Heuiseok",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.688/",
    doi = "10.18653/v1/2025.findings-emnlp.688",
    pages = "12841--12854",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{bi-etal-2025-two,
    title = "Two Challenges, One Solution: Robust Multimodal Learning through Dynamic Modality Recognition and Enhancement",
    author = "Bi, Lanxin  and
      Zhang, Yunqi  and
      Wang, Luyi  and
      Niu, Yake  and
      Zhao, Hui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.689/",
    doi = "10.18653/v1/2025.findings-emnlp.689",
    pages = "12855--12867",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kang-etal-2025-swiftprune,
    title = "{S}wift{P}rune: Hessian-Free Weight Pruning for Large Language Models",
    author = "Kang, Yuhan  and
      Shi, Yang  and
      Wen, Mei  and
      He, Jun  and
      Yang, Jianchao  and
      Xue, Zeyu  and
      Feng, Jing  and
      Liu, Xinwang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.690/",
    doi = "10.18653/v1/2025.findings-emnlp.690",
    pages = "12868--12879",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wu-etal-2025-training,
    title = "Training {LLM}s for Optimization Modeling via Iterative Data Synthesis and Structured Validation",
    author = "Wu, Yang  and
      Zhang, Yifan  and
      Wu, Yurong  and
      Wang, Yuran  and
      Zhang, Junkai  and
      Cheng, Jian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.691/",
    doi = "10.18653/v1/2025.findings-emnlp.691",
    pages = "12880--12896",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-exploiting,
    title = "Exploiting Prompt-induced Confidence for Black-Box Attacks on {LLM}s",
    author = "Chen, Meina  and
      Tang, Yihong  and
      Chen, Kehai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.692/",
    doi = "10.18653/v1/2025.findings-emnlp.692",
    pages = "12897--12903",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{huang-etal-2025-dpf,
    title = "{DPF}-{CM}: A Data Processing Framework with Privacy-Preserving Vector Databases for {C}hinese Medical {LLM}s Training and Deployment",
    author = "Huang, Wei  and
      Cheng, Anda  and
      Zhang, Zhao  and
      Wang, Yinggui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.693/",
    doi = "10.18653/v1/2025.findings-emnlp.693",
    pages = "12904--12916",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{weng-etal-2025-graph,
    title = "Graph-Reward-{SQL}: Execution-Free Reinforcement Learning for Text-to-{SQL} via Graph Matching and Stepwise Reward",
    author = "Weng, Han  and
      Wu, Puzhen  and
      Longjie, Cui  and
      Zhan, Yi  and
      Liu, Boyi  and
      Song, Yuanfeng  and
      Zeng, Dun  and
      Yang, Yingxiang  and
      Zhang, Qianru  and
      Huang, Dong  and
      Yin, Xiaoming  and
      Sun, Yang  and
      Chen, Xing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.694/",
    doi = "10.18653/v1/2025.findings-emnlp.694",
    pages = "12917--12943",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhu-etal-2025-statschartmwp,
    title = "{S}tats{C}hart{MWP}: A Dataset for Evaluating Multimodal Mathematical Reasoning Abilities on Math Word Problems with Statistical Charts",
    author = "Zhu, Dan  and
      Liu, Tianqiao  and
      Liu, Zitao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.695/",
    doi = "10.18653/v1/2025.findings-emnlp.695",
    pages = "12944--12954",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wen-etal-2025-logic,
    title = "Logic-Thinker: Teaching Large Language Models to Think more Logically.",
    author = "Wen, Chengyao  and
      Cheng, Qiang  and
      Wang, Shaofei  and
      Liu, Zhizhen  and
      Zhao, Deng  and
      Liang, Lei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.696/",
    doi = "10.18653/v1/2025.findings-emnlp.696",
    pages = "12955--12969",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-acebench,
    title = "{ACEB}ench: A Comprehensive Evaluation of {LLM} Tool Usage",
    author = "Chen, Chen  and
      Hao, Xinlong  and
      Liu, Weiwen  and
      Huang, Xu  and
      Zeng, Xingshan  and
      Yu, Shuai  and
      Li, Dexun  and
      Huang, Yuefeng  and
      Liu, Xiangcheng  and
      Xinzhi, Wang  and
      Liu, Wu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.697/",
    doi = "10.18653/v1/2025.findings-emnlp.697",
    pages = "12970--12998",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tan-etal-2025-revprag,
    title = "{R}ev{PRAG}: Revealing Poisoning Attacks in Retrieval-Augmented Generation through {LLM} Activation Analysis",
    author = "Tan, Xue  and
      Luan, Hao  and
      Luo, Mingyu  and
      Sun, Xiaoyan  and
      Chen, Ping  and
      Dai, Jun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.698/",
    doi = "10.18653/v1/2025.findings-emnlp.698",
    pages = "12999--13011",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{huang-etal-2025-damoc,
    title = "{D}a{M}o{C}: Efficiently Selecting the Optimal Large Language Model for Fine-tuning Domain Tasks Based on Data and Model Compression",
    author = "Huang, Wei  and
      Wei, Huang  and
      Wang, Yinggui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.699/",
    doi = "10.18653/v1/2025.findings-emnlp.699",
    pages = "13012--13027",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{pan-etal-2025-coat,
    title = "{C}o{AT}: Chain-of-Associated-Thoughts Framework for Enhancing Large Language Models Reasoning",
    author = "Pan, Jianfeng  and
      Deng, Senyou  and
      Huang, Shaomang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.700/",
    doi = "10.18653/v1/2025.findings-emnlp.700",
    pages = "13028--13045",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xu-etal-2025-chartm3,
    title = "{C}hart{M}$^3$: A Multi-Stage Code-Driven Pipeline for Constructing Multi-Dimensional and Multi-Step Visual Reasoning Data in Chart Comprehension",
    author = "Xu, Duo  and
      Cheng, Hao  and
      Lin, Xin  and
      Xie, Zhen  and
      Wang, Hao Henry",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.701/",
    doi = "10.18653/v1/2025.findings-emnlp.701",
    pages = "13046--13068",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jung-etal-2025-llms,
    title = "Can {LLM}s Truly Plan? A Comprehensive Evaluation of Planning Capabilities",
    author = "Jung, Gayeon  and
      Lim, HyeonSeok  and
      Kim, Minjun  and
      Lim, Joon-ho  and
      Lim, KyungTae  and
      Kim, Hansaem",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.702/",
    doi = "10.18653/v1/2025.findings-emnlp.702",
    pages = "13069--13084",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-mario,
    title = "{MARIO}-0.5{B}: A Multi-Agent Lightweight Model for Real-Time Open Information Extraction in Low-Resource Settings",
    author = "Zhang, Donghai  and
      Yang, SHuangtao  and
      Xiaozheng, Dong  and
      Song, Wei  and
      Fu, Bo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.703/",
    doi = "10.18653/v1/2025.findings-emnlp.703",
    pages = "13085--13094",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-bimax,
    title = "{B}i{M}ax: Bidirectional {M}ax{S}im Score for Document-Level Alignment",
    author = "Wang, Xiaotian  and
      Utsuro, Takehito  and
      Nagata, Masaaki",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.704/",
    doi = "10.18653/v1/2025.findings-emnlp.704",
    pages = "13095--13116",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-docmmir,
    title = "{D}oc{MMIR}: A Framework for Document Multi-modal Information Retrieval",
    author = "Li, Zirui  and
      Wu, Siwei  and
      Li, Yizhi  and
      Wang, Xingyu  and
      Zhou, Yi  and
      Lin, Chenghua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.705/",
    doi = "10.18653/v1/2025.findings-emnlp.705",
    pages = "13117--13130",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{teklehaymanot-etal-2025-movoc,
    title = "{M}o{V}o{C}: Morphology-Aware Subword Construction for {G}e{'}ez Script Languages",
    author = "Teklehaymanot, Hailay Kidu  and
      Fazlija, Dren  and
      Nejdl, Wolfgang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.706/",
    doi = "10.18653/v1/2025.findings-emnlp.706",
    pages = "13131--13144",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jia-etal-2025-mma,
    title = "{MMA}: Cross-Domain Knowledge Integration via Mixture of Multi-Domain Agents",
    author = "Jia, Kehang  and
      Li, Juntao  and
      Liang, Xiaobo  and
      Xiao, Yisheng  and
      Yang, Yixuan  and
      Zhang, Min",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.707/",
    doi = "10.18653/v1/2025.findings-emnlp.707",
    pages = "13145--13160",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{koo-etal-2025-hawk,
    title = "{HAWK}: Highlighting Entity-aware Knowledge for Alleviating Information Sparsity in Long Contexts",
    author = "Koo, Seonmin  and
      Kim, Jinsung  and
      Park, Chanjun  and
      Lim, Heuiseok",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.708/",
    doi = "10.18653/v1/2025.findings-emnlp.708",
    pages = "13161--13184",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-sensitivity,
    title = "Sensitivity-{L}o{RA} : Low-Load Sensitivity-Based Fine-Tuning for Large Language Models",
    author = "Zhang, Hao  and
      Huang, Bo  and
      Li, Zhenjia  and
      Xiao, Xi  and
      Leong, Hui Yi  and
      Zhang, Zumeng  and
      Long, Xinwei  and
      Wang, Tianyang  and
      Xu, Hao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.709/",
    doi = "10.18653/v1/2025.findings-emnlp.709",
    pages = "13185--13199",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wu-etal-2025-rose,
    title = "{ROSE}: A Reward-Oriented Data Selection Framework for {LLM} Task-Specific Instruction Tuning",
    author = "Wu, Yang  and
      Zhang, Huayi  and
      Jiao, Yizheng  and
      Ma, Lin  and
      Liu, Xiaozhong  and
      Yu, Jinhong  and
      Zhang, Dongyu  and
      Yu, Dezhi  and
      Xu, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.710/",
    doi = "10.18653/v1/2025.findings-emnlp.710",
    pages = "13200--13219",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{subramani-etal-2025-simba,
    title = "{S}im{BA}: Simplifying Benchmark Analysis Using Performance Matrices Alone",
    author = "Subramani, Nishant  and
      Gomez, Alfredo  and
      Diab, Mona T.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.711/",
    doi = "10.18653/v1/2025.findings-emnlp.711",
    pages = "13220--13233",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kumar-etal-2025-marathiemoexplain,
    title = "{M}arathi{E}mo{E}xplain: A Dataset for Sentiment, Emotion, and Explanation in Low-Resource {M}arathi",
    author = "Kumar, Anuj  and
      Sayed, Mohammed Faisal  and
      Ahlawat, Satyadev  and
      Prasad, Yamuna",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.712/",
    doi = "10.18653/v1/2025.findings-emnlp.712",
    pages = "13234--13243",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wu-etal-2025-active,
    title = "Active Domain Knowledge Acquisition with 100-Dollar Budget: Enhancing {LLM}s via Cost-Efficient, Expert-Involved Interaction in Sensitive Domains",
    author = "Wu, Yang  and
      Moraffah, Raha  and
      Yao, Rujing  and
      Yu, Jinhong  and
      Tao, Zhimin  and
      Liu, Xiaozhong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.713/",
    doi = "10.18653/v1/2025.findings-emnlp.713",
    pages = "13244--13257",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-structure,
    title = "Structure-aware Propagation Generation with Large Language Models for Fake News Detection",
    author = "Chen, Mengyang  and
      Wei, Lingwei  and
      Zhou, Wei  and
      Hu, Songlin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.714/",
    doi = "10.18653/v1/2025.findings-emnlp.714",
    pages = "13258--13272",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lee-etal-2025-unicom,
    title = "{U}ni{C}o{M}: A Universal Code-Switching Speech Generator",
    author = "Lee, Sangmin  and
      Chung, Woojin  and
      Um, Seyun  and
      Kang, Hong-Goo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.715/",
    doi = "10.18653/v1/2025.findings-emnlp.715",
    pages = "13273--13288",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hu-etal-2025-mitigating,
    title = "Mitigating Sequential Dependencies: A Survey of Algorithms and Systems for Generation-Refinement Frameworks in Autoregressive Models",
    author = "Hu, Yunhai  and
      Liu, Zining  and
      Dong, Zhenyuan  and
      Peng, Tianfan  and
      McDanel, Bradley  and
      Zhang, Sai Qian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.716/",
    doi = "10.18653/v1/2025.findings-emnlp.716",
    pages = "13289--13304",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{inkiriwang-etal-2025-really,
    title = "Do We Really Need All Those Dimensions? An Intrinsic Evaluation Framework for Compressed Embeddings",
    author = {Inkiriwang, Nathan  and
      B{\"o}l{\"u}c{\"u}, Necva  and
      Tarr, Garth  and
      Rybinski, Maciej},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.717/",
    doi = "10.18653/v1/2025.findings-emnlp.717",
    pages = "13305--13323",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-mixture,
    title = "Mixture of {L}o{RA} Experts for Continual Information Extraction with {LLM}s",
    author = "Wang, Zitao  and
      Wang, Xinyi  and
      Hu, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.718/",
    doi = "10.18653/v1/2025.findings-emnlp.718",
    pages = "13324--13339",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hiraoka-inui-2025-spelling,
    title = "Spelling-out is not Straightforward: {LLM}s' Capability of Tokenization from Token to Characters",
    author = "Hiraoka, Tatsuya  and
      Inui, Kentaro",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.719/",
    doi = "10.18653/v1/2025.findings-emnlp.719",
    pages = "13340--13353",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhu-etal-2025-oagents,
    title = "{OA}gents: An Empirical Study of Building Effective Agents",
    author = "Zhu, He  and
      Qin, Tianrui  and
      Zhu, King  and
      Huang, Heyuan  and
      Guan, Yeyi  and
      Xia, Jinxiang  and
      Li, Hanhao  and
      Yao, Yi  and
      Wang, Ningning  and
      Liu, Pai  and
      Peng, Tianhao  and
      Gui, Xin  and
      Xiaowan, Li  and
      Liu, Yuhui  and
      Tang, Xiangru  and
      Yang, Jian  and
      Zhang, Ge  and
      Gao, Xitong  and
      Jiang, Yuchen Eleanor  and
      Zhang, Changwang  and
      Wang, Jun  and
      Liu, Jiaheng  and
      Zhou, Wangchunshu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.720/",
    doi = "10.18653/v1/2025.findings-emnlp.720",
    pages = "13354--13369",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{saburov-etal-2025-2columns1row,
    title = "2{C}olumns1{R}ow: A {R}ussian Benchmark for Textual and Multimodal Table Understanding and Reasoning",
    author = "Saburov, Vildan  and
      Vodolazsky, Daniil  and
      Sazanakov, Danil  and
      Fenogenova, Alena",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.721/",
    doi = "10.18653/v1/2025.findings-emnlp.721",
    pages = "13370--13389",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{bao-etal-2025-permitted,
    title = "Permitted Knowledge Boundary: Evaluating the Knowledge-Constrained Responsiveness of Large Language Models",
    author = "Bao, Wenrui  and
      Wang, Kai  and
      Luo, Siqiang  and
      Li, Xiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.722/",
    doi = "10.18653/v1/2025.findings-emnlp.722",
    pages = "13390--13405",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{balasubramanian-etal-2025-closer,
    title = "A Closer Look at Bias and Chain-of-Thought Faithfulness of Large (Vision) Language Models",
    author = "Balasubramanian, Sriram  and
      Basu, Samyadeep  and
      Feizi, Soheil",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.723/",
    doi = "10.18653/v1/2025.findings-emnlp.723",
    pages = "13406--13439",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-remembering,
    title = "From Remembering to Metacognition: Do Existing Benchmarks Accurately Evaluate {LLM}s?",
    author = "Zhang, Geng  and
      Ying, Yizhou  and
      Jiang, Sihang  and
      Liang, Jiaqing  and
      Yue, Guanglei  and
      Fu, Yifei  and
      Hu, Hailin  and
      Xiao, Yanghua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.724/",
    doi = "10.18653/v1/2025.findings-emnlp.724",
    pages = "13440--13457",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{inaba-etal-2025-bilingual,
    title = "How a Bilingual {LM} Becomes Bilingual: Tracing Internal Representations with Sparse Autoencoders",
    author = "Inaba, Tatsuro  and
      Kamoda, Go  and
      Inui, Kentaro  and
      Isonuma, Masaru  and
      Miyao, Yusuke  and
      Oseki, Yohei  and
      Takagi, Yu  and
      Heinzerling, Benjamin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.725/",
    doi = "10.18653/v1/2025.findings-emnlp.725",
    pages = "13458--13470",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lu-etal-2025-multiconir,
    title = "{M}ulti{C}on{IR}: Towards Multi-Condition Information Retrieval",
    author = "Lu, Xuan  and
      Liu, Sifan  and
      Yin, Bochao  and
      Li, Yongqi  and
      Chen, Xinghao  and
      Su, Hui  and
      Jin, Yaohui  and
      Zeng, Wenjun  and
      Shen, Xiaoyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.726/",
    doi = "10.18653/v1/2025.findings-emnlp.726",
    pages = "13471--13494",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-hmcl,
    title = "{HMCL}: Task-Optimal Text Representation Adaptation through Hierarchical Contrastive Learning",
    author = "Wang, Zhenyi  and
      Jia, Yapeng  and
      Ning, Haiyan  and
      Wang, Peng  and
      Wang, Dan  and
      Cao, Yitao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.727/",
    doi = "10.18653/v1/2025.findings-emnlp.727",
    pages = "13495--13518",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zeng-etal-2025-kbalign,
    title = "{KBA}lign: Efficient Self Adaptation on Specific Textual Knowledge Bases",
    author = "Zeng, Zheni  and
      Chen, Yuxuan  and
      Yu, Shi  and
      Wang, Ruobing  and
      Yan, Yukun  and
      Liu, Zhenghao  and
      Wang, Shuo  and
      Han, Xu  and
      Liu, Zhiyuan  and
      Sun, Maosong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.728/",
    doi = "10.18653/v1/2025.findings-emnlp.728",
    pages = "13519--13532",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{cheng-etal-2025-revisiting-chain,
    title = "Revisiting Chain-of-Thought Prompting: Zero-shot Can Be Stronger than Few-shot",
    author = "Cheng, Xiang  and
      Pan, Chengyan  and
      Zhao, Minjun  and
      Li, Deyang  and
      Liu, Fangchao  and
      Zhang, Xinyu  and
      Zhang, Xiao  and
      Liu, Yong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.729/",
    doi = "10.18653/v1/2025.findings-emnlp.729",
    pages = "13533--13554",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xiang-etal-2025-rmtbench,
    title = "{RMTB}ench: Benchmarking {LLM}s Through Multi-Turn User-Centric Role-Playing",
    author = "Xiang, Hao  and
      Tang, Tianyi  and
      Su, Yang  and
      Yu, Bowen  and
      Yang, An  and
      Huang, Fei  and
      Zhang, Yichang  and
      Lu, Yaojie  and
      Lin, Hongyu  and
      Han, Xianpei  and
      Zhou, Jingren  and
      Lin, Junyang  and
      Sun, Le",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.730/",
    doi = "10.18653/v1/2025.findings-emnlp.730",
    pages = "13555--13571",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{song-etal-2025-smart,
    title = "Smart-Searcher: Incentivizing the Dynamic Knowledge Acquisition of {LLM}s via Reinforcement Learning",
    author = "Song, Huatong  and
      Jiang, Jinhao  and
      Tian, Wenqing  and
      Chen, Zhipeng  and
      Wu, Yuhuan  and
      Zhao, Jiahao  and
      Min, Yingqian  and
      Zhao, Wayne Xin  and
      Fang, Lei  and
      Wen, Ji-Rong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.731/",
    doi = "10.18653/v1/2025.findings-emnlp.731",
    pages = "13572--13586",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jiayang-etal-2025-integround,
    title = "{I}nte{G}round: On the Evaluation of Verification and Retrieval Planning in Integrative Grounding",
    author = "Jiayang, Cheng  and
      Zhuang, Qianqian  and
      Li, Haoran  and
      Chan, Chunkit  and
      Liu, Xin  and
      Qiu, Lin  and
      Song, Yangqiu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.732/",
    doi = "10.18653/v1/2025.findings-emnlp.732",
    pages = "13587--13602",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zeng-etal-2025-mm,
    title = "{MM}-{CRITIC}: A Holistic Evaluation of Large Multimodal Models as Multimodal Critique",
    author = "Zeng, Gailun  and
      Luo, Ziyang  and
      Lin, Hongzhan  and
      Tian, Yuchen  and
      Li, Kaixin  and
      Gong, Ziyang  and
      Guo, Jianxiong  and
      Ma, Jing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.733/",
    doi = "10.18653/v1/2025.findings-emnlp.733",
    pages = "13603--13630",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{amigo-etal-2025-correspondence,
    title = "On the Correspondence between the Squared Norm and Information Content in Text Embeddings",
    author = "Amigo, Enrique  and
      Ghajari, Adrian  and
      Benito-Santos, Alejandro  and
      Rodr{\'i}guez, Diego De La Fuente",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.734/",
    doi = "10.18653/v1/2025.findings-emnlp.734",
    pages = "13631--13643",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{weng-etal-2025-adversary,
    title = "Adversary-Aware {DPO}: Enhancing Safety Alignment in Vision Language Models via Adversarial Training",
    author = "Weng, Fenghua  and
      Lou, Jian  and
      Feng, Jun  and
      Huang, Minlie  and
      Wang, Wenjie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.735/",
    doi = "10.18653/v1/2025.findings-emnlp.735",
    pages = "13644--13657",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yang-etal-2025-slint,
    title = "{SL}i{NT}: Structure-aware Language Model with Injection and Contrastive Training for Knowledge Graph Completion",
    author = "Yang, Mengxue  and
      Yang, Chun  and
      Zhu, Jiaqi  and
      Li, Jiafan  and
      Zhang, Jingqi  and
      Li, Yuyang  and
      Li, Ying",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.736/",
    doi = "10.18653/v1/2025.findings-emnlp.736",
    pages = "13658--13671",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{shen-etal-2025-lava,
    title = "{LAV}a: Layer-wise {KV} Cache Eviction with Dynamic Budget Allocation",
    author = "Shen, Yiqun  and
      Yuan, Song  and
      Zhang, Zhengze  and
      Wang, Xiaoliang  and
      Jiang, Daxin  and
      Nguyen, Cam-Tu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.737/",
    doi = "10.18653/v1/2025.findings-emnlp.737",
    pages = "13672--13692",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{huang-etal-2025-lora,
    title = "{L}o{RA}-{PAR}: A Flexible Dual-System {L}o{RA} Partitioning Approach to Efficient {LLM} Fine-Tuning",
    author = "Huang, Yining  and
      Li, Bin  and
      Tang, Keke  and
      Chen, Meilian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.738/",
    doi = "10.18653/v1/2025.findings-emnlp.738",
    pages = "13693--13704",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sun-etal-2025-simpledeepsearcher,
    title = "{S}imple{D}eep{S}earcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis",
    author = "Sun, Shuang  and
      Song, Huatong  and
      Wang, Yuhao  and
      Ren, Ruiyang  and
      Jiang, Jinhao  and
      Zhang, Junjie  and
      Bai, Fei  and
      Deng, Jia  and
      Zhao, Wayne Xin  and
      Liu, Zheng  and
      Fang, Lei  and
      Wang, Zhongyuan  and
      Wen, Ji-Rong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.739/",
    doi = "10.18653/v1/2025.findings-emnlp.739",
    pages = "13705--13720",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lan-etal-2025-llave,
    title = "{LL}a{VE}: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning",
    author = "Lan, Zhibin  and
      Niu, Liqiang  and
      Meng, Fandong  and
      Zhou, Jie  and
      Su, Jinsong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.740/",
    doi = "10.18653/v1/2025.findings-emnlp.740",
    pages = "13721--13735",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xi-etal-2025-samplemix,
    title = "{S}ample{M}ix: A Sample-wise Pre-training Data Mixing Strategy by Coordinating Data Quality and Diversity",
    author = "Xi, Xiangyu  and
      Kong, Deyang  and
      Yang, Jian  and
      Yang, Jiawei  and
      Chen, Zhengyu  and
      Wang, Wei  and
      Wang, Jingang  and
      Cai, Xunliang  and
      Zhang, Shikun  and
      Ye, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.741/",
    doi = "10.18653/v1/2025.findings-emnlp.741",
    pages = "13736--13758",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hu-etal-2025-evaluating,
    title = "Evaluating Test-Time Scaling {LLM}s for Legal Reasoning: {O}pen{AI} o1, {D}eep{S}eek-R1, and Beyond",
    author = "Hu, Yinghao  and
      Yu, Yaoyao  and
      Gan, Leilei  and
      Wei, Bin  and
      Kuang, Kun  and
      Wu, Fei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.742/",
    doi = "10.18653/v1/2025.findings-emnlp.742",
    pages = "13759--13781",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chu-etal-2025-llm,
    title = "{LLM} Agents for Education: Advances and Applications",
    author = "Chu, Zhendong  and
      Wang, Shen  and
      Xie, Jian  and
      Zhu, Tinghui  and
      Yan, Yibo  and
      Ye, Jingheng  and
      Zhong, Aoxiao  and
      Hu, Xuming  and
      Liang, Jing  and
      Yu, Philip S.  and
      Wen, Qingsong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.743/",
    doi = "10.18653/v1/2025.findings-emnlp.743",
    pages = "13782--13810",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhou-etal-2025-modeling,
    title = "Modeling Subjectivity in Cognitive Appraisal with Language Models",
    author = "Zhou, Yuxiang  and
      Xu, Hainiu  and
      Ong, Desmond C.  and
      Liakata, Maria  and
      Slovak, Petr  and
      He, Yulan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.744/",
    doi = "10.18653/v1/2025.findings-emnlp.744",
    pages = "13811--13833",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{peled-cohen-etal-2025-dementia,
    title = "Dementia Through Different Eyes: Explainable Modeling of Human and {LLM} Perceptions for Early Awareness",
    author = "Peled-Cohen, Lotem  and
      Zadok, Maya  and
      Calderon, Nitay  and
      Gonen, Hila  and
      Reichart, Roi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.745/",
    doi = "10.18653/v1/2025.findings-emnlp.745",
    pages = "13834--13860",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lu-etal-2025-mitigating,
    title = "Mitigating Hallucinations in Large Vision-Language Models by Self-Injecting Hallucinations",
    author = "Lu, Yifan  and
      Zhang, Ziqi  and
      Yuan, Chunfeng  and
      Gao, Jun  and
      Zhang, Congxuan  and
      Qi, Xiaojuan  and
      Li, Bing  and
      Hu, Weiming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.746/",
    doi = "10.18653/v1/2025.findings-emnlp.746",
    pages = "13861--13877",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-much,
    title = "How Much Do Large Language Models Know about Human Motion? A Case Study in 3{D} Avatar Control",
    author = "Li, Kunhang  and
      Naradowsky, Jason  and
      Feng, Yansong  and
      Miyao, Yusuke",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.747/",
    doi = "10.18653/v1/2025.findings-emnlp.747",
    pages = "13878--13921",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{gaur-etal-2025-search,
    title = "The Search for Conflicts of Interest: Open Information Extraction in Scientific Publications",
    author = "Gaur, Garima  and
      Balalau, Oana  and
      Manolescu, Ioana  and
      Upadhyay, Prajna Devi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.748/",
    doi = "10.18653/v1/2025.findings-emnlp.748",
    pages = "13922--13936",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-wang-2025-collaborating,
    title = "On Collaborating Small and Large Models For Few-shot Intent Detection",
    author = "Chen, Peng  and
      Wang, Bang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.749/",
    doi = "10.18653/v1/2025.findings-emnlp.749",
    pages = "13937--13953",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{teleki-etal-2025-survey,
    title = "A Survey on {LLM}s for Story Generation",
    author = "Teleki, Maria  and
      Bengali, Vedangi  and
      Dong, Xiangjue  and
      Janjur, Sai Tejas  and
      Liu, Haoran  and
      Liu, Tian  and
      Wang, Cong  and
      Liu, Ting  and
      Zhang, Yin  and
      Shipman, Frank  and
      Caverlee, James",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.750/",
    doi = "10.18653/v1/2025.findings-emnlp.750",
    pages = "13954--13966",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xiang-etal-2025-knowledge,
    title = "From Knowledge to Treatment: Large Language Model Assisted Biomedical Concept Representation for Drug Repurposing",
    author = "Xiang, Chengrui  and
      Ma, Tengfei  and
      Fu, Xiangzheng  and
      Liu, Yiping  and
      Song, Bosheng  and
      Zeng, Xiangxiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.751/",
    doi = "10.18653/v1/2025.findings-emnlp.751",
    pages = "13967--13982",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xu-etal-2025-skrag,
    title = "{SKRAG}: A Retrieval-Augmented Generation Framework Guided by Reasoning Skeletons over Knowledge Graphs",
    author = "Xu, Xiaotong  and
      Wang, Yizhao  and
      Liu, Yunfei  and
      Li, Shengyang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.752/",
    doi = "10.18653/v1/2025.findings-emnlp.752",
    pages = "13983--13994",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhou-etal-2025-generative,
    title = "A Generative Framework for Personalized Sticker Retrieval",
    author = "Zhou, Changjiang  and
      Zhang, Ruqing  and
      Guo, Jiafeng  and
      Liu, Yu-An  and
      Zhang, Fan  and
      Luo, Ganyuan  and
      Cheng, Xueqi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.753/",
    doi = "10.18653/v1/2025.findings-emnlp.753",
    pages = "13995--14009",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-zhou-2025-bridging,
    title = "Bridging Semantic and Modality Gaps in Zero-Shot Captioning via Retrieval from Synthetic Data",
    author = "Liu, Zhiyue  and
      Zhou, Wenkai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.754/",
    doi = "10.18653/v1/2025.findings-emnlp.754",
    pages = "14010--14023",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ryan-etal-2025-humor,
    title = "Humor in Pixels: Benchmarking Large Multimodal Models Understanding of Online Comics",
    author = "Ryan, Yuriel  and
      Tan, Rui Yang  and
      Choo, Kenny Tsu Wei  and
      Lee, Roy Ka-Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.755/",
    doi = "10.18653/v1/2025.findings-emnlp.755",
    pages = "14024--14050",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{mullappilly-etal-2025-bimedix2,
    title = "{B}i{M}edi{X}2 : Bio-Medical {EX}pert {LMM} for Diverse Medical Modalities",
    author = "Mullappilly, Sahal Shaji  and
      Kurpath, Mohammed Irfan  and
      Pieri, Sara  and
      Alseiari, Saeed Yahya  and
      Cholakkal, Shanavas  and
      Aldahmani, Khaled M  and
      Khan, Fahad Shahbaz  and
      Anwer, Rao Muhammad  and
      Khan, Salman  and
      Baldwin, Timothy  and
      Cholakkal, Hisham",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.756/",
    doi = "10.18653/v1/2025.findings-emnlp.756",
    pages = "14051--14071",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-demac,
    title = "{D}e{MAC}: Enhancing Multi-Agent Coordination with Dynamic {DAG} and Manager-Player Feedback",
    author = "Liu, Yuhan  and
      Xu, Cong  and
      Liu, Lu  and
      Wang, Yihua  and
      Chen, Feiyu  and
      Jia, Qi  and
      Zhao, Yaqian  and
      Wang, Zhichun  and
      Li, Xiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.757/",
    doi = "10.18653/v1/2025.findings-emnlp.757",
    pages = "14072--14098",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{piwek-etal-2025-coherence,
    title = "Coherence of Argumentative Dialogue Snippets: A New Method for Large Scale Evaluation with an Application to Inference Anchoring Theory",
    author = "Piwek, Paul  and
      Amidei, Jacopo  and
      Stoyanchev, Svetlana",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.758/",
    doi = "10.18653/v1/2025.findings-emnlp.758",
    pages = "14099--14119",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tokarchuk-etal-2025-angular,
    title = "Angular Dispersion Accelerates $k$-Nearest Neighbors Machine Translation",
    author = "Tokarchuk, Evgeniia  and
      Troshin, Sergey  and
      Niculae, Vlad",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.759/",
    doi = "10.18653/v1/2025.findings-emnlp.759",
    pages = "14120--14132",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-benchmarking-contextual,
    title = "Benchmarking Contextual and Paralinguistic Reasoning in Speech-{LLM}s: A Case Study with In-the-Wild Data",
    author = "Wang, Qiongqiong  and
      Sailor, Hardik Bhupendra  and
      Liu, Tianchi  and
      Zhang, Wenyu  and
      Huzaifah, Muhammad  and
      Lertcheva, Nattadaporn  and
      Sun, Shuo  and
      Chen, Nancy F.  and
      Wu, Jinyang  and
      Aw, AiTi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.760/",
    doi = "10.18653/v1/2025.findings-emnlp.760",
    pages = "14133--14148",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{barreto-jana-2025-disimprovement,
    title = "This is not a Disimprovement: Improving Negation Reasoning in Large Language Models via Prompt Engineering",
    author = "Barreto, Joshua Jose Dias  and
      Jana, Abhik",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.761/",
    doi = "10.18653/v1/2025.findings-emnlp.761",
    pages = "14149--14156",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{litschko-etal-2025-make,
    title = "Make Every Letter Count: Building Dialect Variation Dictionaries from Monolingual Corpora",
    author = "Litschko, Robert  and
      Blaschke, Verena  and
      Burkhardt, Diana  and
      Plank, Barbara  and
      Frassinelli, Diego",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.762/",
    doi = "10.18653/v1/2025.findings-emnlp.762",
    pages = "14157--14174",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{huang-etal-2025-selfaug,
    title = "{S}elf{A}ug: Mitigating Catastrophic Forgetting in Retrieval-Augmented Generation via Distribution Self-Alignment",
    author = "Huang, Yuqing  and
      Zhang, Rongyang  and
      Wang, Qimeng  and
      Lu, Chengqiang  and
      Gao, Yan  and
      Yiwu  and
      Hu, Yao  and
      Zhi, Xuyang  and
      Liu, Guiquan  and
      Li, Xin  and
      Wang, Hao  and
      Chen, Enhong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.763/",
    doi = "10.18653/v1/2025.findings-emnlp.763",
    pages = "14175--14190",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{martinc-etal-2025-seke,
    title = "{SEKE}: Specialised Experts for Keyword Extraction",
    author = "Martinc, Matej  and
      Tran, Thi Hong Hanh  and
      Pollak, Senja  and
      Koloski, Boshko",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.764/",
    doi = "10.18653/v1/2025.findings-emnlp.764",
    pages = "14191--14205",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zong-etal-2025-1,
    title = "1+1{\ensuremath{>}}2: A Synergistic Sparse and Low-Rank Compression Method for Large Language Models",
    author = "Zong, Zeliang  and
      Zhang, Kai  and
      Li, Zheyang  and
      Tan, Wenming  and
      Ren, Ye  and
      Zhai, Yiyan  and
      Hu, Jilin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.765/",
    doi = "10.18653/v1/2025.findings-emnlp.765",
    pages = "14206--14220",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{han-etal-2025-infimm,
    title = "{I}nfi{MM}-{W}eb{M}ath-40{B}: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning",
    author = "Han, Xiaotian  and
      Jian, Yiren  and
      Hu, Xuefeng  and
      Liu, Haogeng  and
      Wang, Yiqi  and
      Fan, Qihang  and
      Ai, Yuang  and
      Huang, Huaibo  and
      He, Ran  and
      Yang, Zhenheng  and
      You, Quanzeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.766/",
    doi = "10.18653/v1/2025.findings-emnlp.766",
    pages = "14221--14231",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhao-etal-2025-zero,
    title = "Zero-Shot Defense Against Toxic Images via Inherent Multimodal Alignment in {LVLM}s",
    author = "Zhao, Wei  and
      Li, Zhe  and
      Li, Yige  and
      Sun, Jun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.767/",
    doi = "10.18653/v1/2025.findings-emnlp.767",
    pages = "14232--14246",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{dimitrios-etal-2025-retrieval,
    title = "Retrieval Augmented Generation based context discovery for {ASR}",
    author = "Dimitrios, Siskos  and
      Papadopoulos, Stavros  and
      Parada, Pablo Peso  and
      Zhang, Jisi  and
      Saravanan, Karthikeyan  and
      Drosou, Anastasios",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.768/",
    doi = "10.18653/v1/2025.findings-emnlp.768",
    pages = "14247--14254",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{he-etal-2025-pfedrag,
    title = "p{F}ed{RAG}: A Personalized Federated Retrieval-Augmented Generation System with Depth-Adaptive Tiered Embedding Tuning",
    author = "He, Hangyu  and
      Yuan, Xin  and
      Wu, Kai  and
      Liu, Ren Ping  and
      Ni, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.769/",
    doi = "10.18653/v1/2025.findings-emnlp.769",
    pages = "14255--14268",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jin-etal-2025-recut,
    title = "{R}e{CUT}: Balancing Reasoning Length and Accuracy in {LLM}s via Stepwise Trails and Preference Optimization",
    author = "Jin, Zhensheng  and
      Li, Xinze  and
      Ji, Yifan  and
      Peng, Chunyi  and
      Liu, Zhenghao  and
      Shi, Qi  and
      Yan, Yukun  and
      Wang, Shuo  and
      Peng, Furong  and
      Yu, Ge",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.770/",
    doi = "10.18653/v1/2025.findings-emnlp.770",
    pages = "14269--14282",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kocak-etal-2025-cure,
    title = "{CURE}: Controlled Unlearning for Robust Embeddings {---} Mitigating Conceptual Shortcuts in Pre-Trained Language Models",
    author = "Kocak, Aysenur  and
      Yang, Shuo  and
      Prenkaj, Bardh  and
      Kasneci, Gjergji",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.771/",
    doi = "10.18653/v1/2025.findings-emnlp.771",
    pages = "14283--14297",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-mlalgo,
    title = "{MLA}lgo-Bench: Can Machines Implement Machine Learning Algorithms?",
    author = "Wang, Yunfei  and
      Zhang, Yeqin  and
      Wu, Yuyang  and
      Lu, Liang  and
      Nguyen, Phi Le  and
      Wang, Xiaoliang  and
      Nguyen, Cam-Tu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.772/",
    doi = "10.18653/v1/2025.findings-emnlp.772",
    pages = "14298--14329",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{luo-etal-2025-fair,
    title = "Fair Text-Attributed Graph Representation Learning",
    author = "Luo, Ruilin  and
      Gu, Tianle  and
      Wang, Lin  and
      Zhou, Yunfeng  and
      Jiang, Songtao  and
      Wang, Lei  and
      Yang, Yujiu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.773/",
    doi = "10.18653/v1/2025.findings-emnlp.773",
    pages = "14330--14353",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-human,
    title = "Human-Inspired Obfuscation for Model Unlearning: Local and Global Strategies with Hyperbolic Representations",
    author = "Wang, Zekun  and
      Zeng, Jingjie  and
      Li, Yingxu  and
      Yang, Liang  and
      Lin, Hongfei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.774/",
    doi = "10.18653/v1/2025.findings-emnlp.774",
    pages = "14354--14366",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-influence,
    title = "Do Influence Functions Work on Large Language Models?",
    author = "Li, Zhe  and
      Zhao, Wei  and
      Li, Yige  and
      Sun, Jun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.775/",
    doi = "10.18653/v1/2025.findings-emnlp.775",
    pages = "14367--14382",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{park-etal-2025-truebench,
    title = "{TRUEB}ench: Can {LLM} Response Meet Real-world Constraints as Productivity Assistant?",
    author = "Park, Jiho  and
      Song, Jongyoon  and
      Choi, Minjin  and
      Heo, Kyuho  and
      Huh, Taehun  and
      Kim, Ji Won",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.776/",
    doi = "10.18653/v1/2025.findings-emnlp.776",
    pages = "14383--14409",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chai-etal-2025-causalmace,
    title = "{C}ausal{MACE}: Causality Empowered Multi-Agents in {M}inecraft Cooperative Tasks",
    author = "Chai, Qi  and
      Zheng, Zhang  and
      Ren, Junlong  and
      Ye, Deheng  and
      Lin, Zichuan  and
      Wang, Hao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.777/",
    doi = "10.18653/v1/2025.findings-emnlp.777",
    pages = "14410--14426",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{to-le-2025-harry,
    title = "Harry Potter is Still Here! Probing Knowledge Leakage in Targeted Unlearned Large Language Models",
    author = "To, Bang Trinh Tran  and
      Le, Thai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.778/",
    doi = "10.18653/v1/2025.findings-emnlp.778",
    pages = "14427--14439",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{arici-etal-2025-learning,
    title = "Learning Trajectories of Figurative Language for Pre-Trained Language Models",
    author = "Arici, Nicola  and
      Putelli, Luca  and
      Gjinika, Ejdis  and
      Serina, Ivan  and
      Gerevini, Alfonso Emilio",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.779/",
    doi = "10.18653/v1/2025.findings-emnlp.779",
    pages = "14440--14461",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xiang-etal-2025-bcqlm,
    title = "{B}c{QLM}: Efficient Vision-Language Understanding with Distilled {Q}-Gated Cross-Modal Fusion",
    author = "Xiang, Sike  and
      Chen, Shuang  and
      Atapour-Abarghouei, Amir",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.780/",
    doi = "10.18653/v1/2025.findings-emnlp.780",
    pages = "14462--14472",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hu-etal-2025-hapticcap,
    title = "{H}aptic{C}ap: A Multimodal Dataset and Task for Understanding User Experience of Vibration Haptic Signals",
    author = "Hu, Guimin  and
      Hershcovich, Daniel  and
      Seifi, Hasti",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.781/",
    doi = "10.18653/v1/2025.findings-emnlp.781",
    pages = "14473--14489",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hong-etal-2025-subdoctrans,
    title = "{S}ub{D}oc{T}rans: Enhancing Document-level Machine Translation with Plug-and-play Multi-granularity Knowledge Augmentation",
    author = "Hong, Hanghai  and
      Xie, Yibo  and
      Zheng, Jiawei  and
      Wang, Xiaoli",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.782/",
    doi = "10.18653/v1/2025.findings-emnlp.782",
    pages = "14490--14506",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hida-etal-2025-social,
    title = "Social Bias Evaluation for Large Language Models Requires Prompt Variations",
    author = "Hida, Rem  and
      Kaneko, Masahiro  and
      Okazaki, Naoaki",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.783/",
    doi = "10.18653/v1/2025.findings-emnlp.783",
    pages = "14507--14530",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-training,
    title = "Training with Fewer Bits: Unlocking Edge {LLM}s Training with Stochastic Rounding",
    author = "Liu, Taowen  and
      Andronic, Marta  and
      Gunduz, Deniz  and
      Constantinides, George Anthony",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.784/",
    doi = "10.18653/v1/2025.findings-emnlp.784",
    pages = "14531--14546",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{marinescu-etal-2025-factreasoner,
    title = "{F}act{R}easoner: A Probabilistic Approach to Long-Form Factuality Assessment for Large Language Models",
    author = "Marinescu, Radu  and
      Bhattacharjya, Debarun  and
      Lee, Junkyu  and
      Tchrakian, Tigran T.  and
      Carnerero-Cano, Javier  and
      Hou, Yufang  and
      Daly, Elizabeth M.  and
      Pascale, Alessandra",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.785/",
    doi = "10.18653/v1/2025.findings-emnlp.785",
    pages = "14547--14577",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wu-etal-2025-robust,
    title = "Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop {QA}",
    author = "Wu, Yuchen  and
      Ding, Liang  and
      Shen, Li  and
      Tao, Dacheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.786/",
    doi = "10.18653/v1/2025.findings-emnlp.786",
    pages = "14578--14586",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jin-etal-2025-radialrouter,
    title = "{R}adial{R}outer: Structured Representation for Efficient and Robust Large Language Models Routing",
    author = "Jin, Ruihan  and
      Shao, Pengpeng  and
      Wen, Zhengqi  and
      Wu, Jinyang  and
      Feng, Mingkuan  and
      Zhang, Shuai  and
      Tao, Jianhua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.787/",
    doi = "10.18653/v1/2025.findings-emnlp.787",
    pages = "14587--14600",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hashimoto-etal-2025-decoding,
    title = "Decoding Uncertainty: The Impact of Decoding Strategies for Uncertainty Estimation in Large Language Models",
    author = "Hashimoto, Wataru  and
      Kamigaito, Hidetaka  and
      Watanabe, Taro",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.788/",
    doi = "10.18653/v1/2025.findings-emnlp.788",
    pages = "14601--14613",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ahsan-etal-2025-elucidating,
    title = "Elucidating Mechanisms of Demographic Bias in {LLM}s for Healthcare",
    author = "Ahsan, Hiba  and
      Sen Sharma, Arnab  and
      Amir, Silvio  and
      Bau, David  and
      Wallace, Byron C",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.789/",
    doi = "10.18653/v1/2025.findings-emnlp.789",
    pages = "14614--14631",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hwang-etal-2025-trick,
    title = "Can You Trick the Grader? Adversarial Persuasion of {LLM} Judges",
    author = "Hwang, Yerin  and
      Lee, Dongryeol  and
      Kang, Taegwan  and
      Kim, Yongil  and
      Jung, Kyomin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.790/",
    doi = "10.18653/v1/2025.findings-emnlp.790",
    pages = "14632--14651",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sali-toraman-2025-navigating,
    title = "Navigating the Unknown: Intent Classification and Out-of-Distribution Detection Using Large Language Models",
    author = "Sali, Yusuf  and
      Toraman, S{\i}tk{\i} Can",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.791/",
    doi = "10.18653/v1/2025.findings-emnlp.791",
    pages = "14652--14664",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{simhi-etal-2025-trust,
    title = "Trust Me, {I}{'}m Wrong: {LLM}s Hallucinate with Certainty Despite Knowing the Answer",
    author = "Simhi, Adi  and
      Itzhak, Itay  and
      Barez, Fazl  and
      Stanovsky, Gabriel  and
      Belinkov, Yonatan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.792/",
    doi = "10.18653/v1/2025.findings-emnlp.792",
    pages = "14665--14688",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ghebriout-etal-2025-quartz,
    title = "{QUARTZ}: {QA}-based Unsupervised Abstractive Refinement for Task-oriented Dialogue Summarization",
    author = {Ghebriout, Mohamed Imed Eddine  and
      Guibon, Ga{\"e}l  and
      Lerner, Ivan  and
      Vincent, Emmanuel},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.793/",
    doi = "10.18653/v1/2025.findings-emnlp.793",
    pages = "14689--14706",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-mdseval,
    title = "{MDSE}val: A Meta-Evaluation Benchmark for Multimodal Dialogue Summarization",
    author = "Liu, Yinhong  and
      He, Jianfeng  and
      Su, Hang  and
      Lian, Ruixue  and
      Nian, Yi  and
      Vincent, Jake W.  and
      Vishnubhotla, Srikanth  and
      Piramuthu, Robinson  and
      Mansour, Saab",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.794/",
    doi = "10.18653/v1/2025.findings-emnlp.794",
    pages = "14707--14727",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhao-etal-2025-pmpo,
    title = "{PMPO}: Probabilistic Metric Prompt Optimization for Small and Large Language Models",
    author = "Zhao, ChenZhuo  and
      Liu, Ziqian  and
      Wang, Xinda  and
      Lu, Junting  and
      Ruan, Chaoyi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.795/",
    doi = "10.18653/v1/2025.findings-emnlp.795",
    pages = "14728--14761",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tourajmehr-etal-2025-evaluating,
    title = "Evaluating the Creativity of {LLM}s in {P}ersian Literary Text Generation",
    author = "Tourajmehr, Armin  and
      Modarres, Mohammad Reza  and
      Yaghoobzadeh, Yadollah",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.796/",
    doi = "10.18653/v1/2025.findings-emnlp.796",
    pages = "14762--14774",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{aida-bollegala-2025-scdtour,
    title = "{SCDT}our: Embedding Axis Ordering and Merging for Interpretable Semantic Change Detection",
    author = "Aida, Taichi  and
      Bollegala, Danushka",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.797/",
    doi = "10.18653/v1/2025.findings-emnlp.797",
    pages = "14775--14785",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{baghel-etal-2025-resolving,
    title = "Resolving {U}nder{E}dit {\&} {O}ver{E}dit with Iterative {\&} Neighbor-Assisted Model Editing",
    author = "Baghel, Bhiman Kumar  and
      Jordan, Emma  and
      Shi, Zheyuan Ryan  and
      Li, Xiang Lorraine",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.798/",
    doi = "10.18653/v1/2025.findings-emnlp.798",
    pages = "14786--14808",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jia-etal-2025-llm,
    title = "{LLM}-empowered Dynamic Prompt Routing for Vision-Language Models Tuning under Long-Tailed Distributions",
    author = "Jia, Yongju  and
      Ma, Jiarui  and
      Li, Xiangxian  and
      Zhang, Baiqiao  and
      Cao, Xianhui  and
      Liu, Juan  and
      Bian, Yulong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.799/",
    doi = "10.18653/v1/2025.findings-emnlp.799",
    pages = "14809--14822",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yang-zhu-2025-hgadapter,
    title = "{HGA}dapter: Hypergraph-based Adapters in Language Models for Code Summarization and Clone Detection",
    author = "Yang, Guang  and
      Zhu, Yujie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.800/",
    doi = "10.18653/v1/2025.findings-emnlp.800",
    pages = "14823--14833",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yamakoshi-etal-2025-evaluating,
    title = "Evaluating distillation methods for data-efficient syntax learning",
    author = "Yamakoshi, Takateru  and
      Griffiths, Thomas L.  and
      McCoy, R. Thomas  and
      Hawkins, Robert D.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.801/",
    doi = "10.18653/v1/2025.findings-emnlp.801",
    pages = "14834--14847",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jeon-etal-2025-going,
    title = "``Going to a trap house'' conveys more fear than ``Going to a mall'': Benchmarking Emotion Context Sensitivity for {LLM}s",
    author = "Jeon, Eojin  and
      Lee, Mingyu  and
      Kim, Sangyun  and
      Kim, Junho  and
      Cho, Wanzee  and
      Kam, Tae-Eui  and
      Lee, SangKeun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.802/",
    doi = "10.18653/v1/2025.findings-emnlp.802",
    pages = "14848--14869",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{niaouri-etal-2025-mask,
    title = "[{MASK}]{ED} - Language Modeling for Explainable Classification and Disentangling of Socially Unacceptable Discourse.",
    author = "Niaouri, Dimitra  and
      Ghilene, Mohamed Rayane  and
      Linardi, Michele  and
      Longhi, Julien",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.803/",
    doi = "10.18653/v1/2025.findings-emnlp.803",
    pages = "14870--14883",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sage-etal-2025-survey,
    title = "A Survey of Cognitive Distortion Detection and Classification in {NLP}",
    author = "Sage, Archie  and
      Keppens, Jeroen  and
      Yannakoudakis, Helen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.804/",
    doi = "10.18653/v1/2025.findings-emnlp.804",
    pages = "14884--14899",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-curse,
    title = "Curse of Knowledge: Your Guidance and Provided Knowledge are biasing {LLM} Judges in Complex Evaluation",
    author = "Li, Weiyuan  and
      Wang, Xintao  and
      Yuan, Siyu  and
      Xu, Rui  and
      Chen, Jiangjie  and
      Dong, Qingqing  and
      Xiao, Yanghua  and
      Yang, Deqing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.805/",
    doi = "10.18653/v1/2025.findings-emnlp.805",
    pages = "14900--14924",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jang-etal-2025-self,
    title = "Self-Training Large Language Models with Confident Reasoning",
    author = "Jang, Hyosoon  and
      Jang, Yunhui  and
      Lee, Sungjae  and
      Ok, Jungseul  and
      Ahn, Sungsoo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.806/",
    doi = "10.18653/v1/2025.findings-emnlp.806",
    pages = "14925--14939",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{pala-etal-2025-error,
    title = "Error Typing for Smarter Rewards: Improving Process Reward Models with Error-Aware Hierarchical Supervision",
    author = "Pala, Tej Deep  and
      Sharma, Panshul  and
      Zadeh, Amir  and
      Li, Chuan  and
      Poria, Soujanya",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.807/",
    doi = "10.18653/v1/2025.findings-emnlp.807",
    pages = "14940--14954",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ma-etal-2025-enhancing,
    title = "Enhancing {LLM}-Based Persuasion Simulations with Cultural and Speaker-Specific Information",
    author = "Ma, Weicheng  and
      Zhang, Hefan  and
      Ji, Shiyu  and
      Hashemi, Farnoosh  and
      Wang, Qichao  and
      Yang, Ivory  and
      Chen, Joice  and
      Pan, Juanwen  and
      Macy, Michael  and
      Hassanpour, Saeed  and
      Vosoughi, Soroush",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.808/",
    doi = "10.18653/v1/2025.findings-emnlp.808",
    pages = "14955--14976",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{han-etal-2025-llm-based,
    title = "An {LLM}-based Temporal-spatial Data Generation and Fusion Approach for Early Detection of Late Onset {A}lzheimer{'}s Disease ({LOAD}) Stagings Especially in {C}hinese and {E}nglish-speaking Populations",
    author = "Han, Yang  and
      Lam, Jacqueline C.k.  and
      Li, Victor O.k.  and
      Cheung, Lawrence Y. L.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.809/",
    doi = "10.18653/v1/2025.findings-emnlp.809",
    pages = "14977--14990",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{saha-etal-2025-side,
    title = "Side Effects of Erasing Concepts from Diffusion Models",
    author = "Saha, Shaswati  and
      Saha, Sourajit  and
      Gaur, Manas  and
      Gokhale, Tejas",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.810/",
    doi = "10.18653/v1/2025.findings-emnlp.810",
    pages = "14991--15007",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lin-etal-2025-saca,
    title = "{S}a{C}a: A Highly Compatible Reinforcing Framework for Knowledge Graph Embedding via Structural Pattern Contrast",
    author = "Lin, Jiashi  and
      Jiang, Changhong  and
      Wang, Yixiao  and
      Zhu, Xinyi  and
      Hu, Zhongtian  and
      Zhang, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.811/",
    doi = "10.18653/v1/2025.findings-emnlp.811",
    pages = "15008--15021",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-real,
    title = "Real, Fake, or Manipulated? Detecting Machine-Influenced Text",
    author = "Wang, Yitong  and
      Zhang, Zhongping  and
      Piana, Margherita  and
      Zhou, Zheng  and
      Gerstoft, Peter  and
      Plummer, Bryan A.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.812/",
    doi = "10.18653/v1/2025.findings-emnlp.812",
    pages = "15022--15037",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xu-etal-2025-character,
    title = "Character is Destiny: Can Persona-assigned Language Models Make Personal Choices?",
    author = "Xu, Rui  and
      Wang, Xintao  and
      Chen, Jiangjie  and
      Yuan, Siyu  and
      Yuan, Xinfeng  and
      Liang, Jiaqing  and
      Chen, Zulong  and
      Xiaoqingdong  and
      Xiao, Yanghua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.813/",
    doi = "10.18653/v1/2025.findings-emnlp.813",
    pages = "15038--15059",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{haez-dragoni-2025-neutral,
    title = "Neutral Is Not Unbiased: Evaluating Implicit and Intersectional Identity Bias in {LLM}s Through Structured Narrative Scenarios",
    author = "Ghanbari Haez, Saba  and
      Dragoni, Mauro",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.814/",
    doi = "10.18653/v1/2025.findings-emnlp.814",
    pages = "15060--15088",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hou-etal-2025-btw,
    title = "{BTW}: A Non-Parametric Variance Stabilization Framework for Multimodal Model Integration",
    author = "Hou, Jun  and
      Wang, Le  and
      Wang, Xuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.815/",
    doi = "10.18653/v1/2025.findings-emnlp.815",
    pages = "15089--15103",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{olpadkar-etal-2025-llms,
    title = "Can {LLM}s Be Efficient Predictors of Conversational Derailment?",
    author = "Olpadkar, Kaustubh  and
      Bajaj, Vikram Sunil  and
      Barrett, Leslie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.816/",
    doi = "10.18653/v1/2025.findings-emnlp.816",
    pages = "15104--15112",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ye-etal-2025-q,
    title = "{Q}-{PRM}: Adaptive Query Rewriting for Retrieval-Augmented Generation via Step-level Process Supervision",
    author = "Ye, Xiaopeng  and
      Xu, Chen  and
      Zhang, Chaoliang  and
      Du, Zhaocheng  and
      Xu, Jun  and
      Wang, Gang  and
      Dong, Zhenhua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.817/",
    doi = "10.18653/v1/2025.findings-emnlp.817",
    pages = "15113--15128",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hastuti-etal-2025-factuality,
    title = "Factuality Beyond Coherence: Evaluating {LLM} Watermarking Methods for Medical Texts",
    author = "Hastuti, Rochana Prih  and
      Rajagede, Rian Adam  and
      Al Ghanim, Mansour  and
      Zheng, Mengxin  and
      Lou, Qian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.818/",
    doi = "10.18653/v1/2025.findings-emnlp.818",
    pages = "15129--15147",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xu-etal-2025-guess,
    title = "Guess What {I} am Thinking: A Benchmark for Inner Thought Reasoning of Role-Playing Language Agents",
    author = "Xu, Rui  and
      Wang, Mingyu  and
      Wang, Xintao  and
      Lu, Dakuan  and
      Tan, Xiaoyu  and
      Chu, Wei  and
      Yinghui, Xu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.819/",
    doi = "10.18653/v1/2025.findings-emnlp.819",
    pages = "15148--15168",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhou-etal-2025-dropping,
    title = "Dropping Experts, Recombining Neurons: Retraining-Free Pruning for Sparse Mixture-of-Experts {LLM}s",
    author = "Zhou, Yixiao  and
      Zhao, Ziyu  and
      Cheng, Dongzhou  and
      Wu, Zhiliang  and
      Gui, Jie  and
      Yang, Yi  and
      Wu, Fei  and
      Cheng, Yu  and
      Fan, Hehe",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.820/",
    doi = "10.18653/v1/2025.findings-emnlp.820",
    pages = "15169--15186",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{cheng-etal-2025-biasfilter,
    title = "{B}ias{F}ilter: An Inference-Time Debiasing Framework for Large Language Models",
    author = "Cheng, Xiaoqing  and
      Chen, Ruizhe  and
      Zan, Hongying  and
      Jia, Yuxiang  and
      Peng, Min",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.821/",
    doi = "10.18653/v1/2025.findings-emnlp.821",
    pages = "15187--15205",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhou-etal-2025-x,
    title = "{X}-{L}e{B}ench: A Benchmark for Extremely Long Egocentric Video Understanding",
    author = "Zhou, Wenqi  and
      Cao, Kai  and
      Zheng, Hao  and
      Liu, Yunze  and
      Zheng, Xinyi  and
      Liu, Miao  and
      Kristensson, Per Ola  and
      Mayol-Cuevas, Walterio W.  and
      Zhang, Fan  and
      Lin, Weizhe  and
      Shen, Junxiao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.822/",
    doi = "10.18653/v1/2025.findings-emnlp.822",
    pages = "15206--15222",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhu-etal-2025-survey,
    title = "A Survey on Multi-modal Intent Recognition: Recent Advances and New Frontiers",
    author = "Zhu, Zhihong  and
      Zhang, Fan  and
      Zhang, Yunyan  and
      Sun, Jinghan  and
      Huang, Zhiqi  and
      Long, Qingqing  and
      Xing, Bowen  and
      Wu, Xian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.823/",
    doi = "10.18653/v1/2025.findings-emnlp.823",
    pages = "15223--15236",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{homayounirad-etal-2025-will,
    title = "Will Annotators Disagree? Identifying Subjectivity in Value-Laden Arguments",
    author = "Homayounirad, Amir  and
      Liscio, Enrico  and
      Wang, Tong  and
      Jonker, Catholijn M  and
      Siebert, Luciano Cavalcante",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.824/",
    doi = "10.18653/v1/2025.findings-emnlp.824",
    pages = "15237--15252",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{takishita-etal-2025-llms,
    title = "{LLM}s Can Compensate for Deficiencies in Visual Representations",
    author = "Takishita, Sho  and
      Gala, Jay  and
      Mohamed, Abdelrahman  and
      Inui, Kentaro  and
      Kementchedjhieva, Yova",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.825/",
    doi = "10.18653/v1/2025.findings-emnlp.825",
    pages = "15253--15272",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{gaines-vertanen-2025-adapting,
    title = "Adapting Large Language Models for Character-based Augmentative and Alternative Communication",
    author = "Gaines, Dylan  and
      Vertanen, Keith",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.826/",
    doi = "10.18653/v1/2025.findings-emnlp.826",
    pages = "15273--15291",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{merdjanovska-akbik-2025-token,
    title = "Token-Level Metrics for Detecting Incorrect Gold Annotations in Named Entity Recognition",
    author = "Merdjanovska, Elena  and
      Akbik, Alan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.827/",
    doi = "10.18653/v1/2025.findings-emnlp.827",
    pages = "15292--15304",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{marzona-etal-2025-exploring,
    title = "Exploring Paraphrasing Strategies for {CEFR} A1-Level Constraints in {LLM}s",
    author = "Marzona, Eugenio  and
      Goikhman, Maria  and
      Aprosio, Alessio Palmero  and
      Zancanaro, Massimo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.828/",
    doi = "10.18653/v1/2025.findings-emnlp.828",
    pages = "15305--15318",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-litman-2025-efficient,
    title = "Efficient Layer-wise {LLM} Fine-tuning for Revision Intention Prediction",
    author = "Liu, Zhexiong  and
      Litman, Diane",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.829/",
    doi = "10.18653/v1/2025.findings-emnlp.829",
    pages = "15319--15334",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hayat-etal-2025-context,
    title = "{C}on{T}ext-{LE}: Cross-Distribution Generalization for Longitudinal Experiential Data via Narrative-Based {LLM} Representations",
    author = "Hayat, Ahatsham  and
      Khan, Bilal  and
      Hasan, Mohammad Rashedul",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.830/",
    doi = "10.18653/v1/2025.findings-emnlp.830",
    pages = "15335--15360",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhao-etal-2025-chain,
    title = "Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter",
    author = "Zhao, Weixiang  and
      Sui, Xingyu  and
      Han, Xinyang  and
      Deng, Yang  and
      Hu, Yulin  and
      Guo, Jiahe  and
      Qin, Libo  and
      Du, Qianyun  and
      Wang, Shijin  and
      Zhao, Yanyan  and
      Qin, Bing  and
      Liu, Ting",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.831/",
    doi = "10.18653/v1/2025.findings-emnlp.831",
    pages = "15361--15381",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{rolshoven-etal-2025-unlocking,
    title = "Unlocking Legal Knowledge: A Multilingual Dataset for Judicial Summarization in {S}witzerland",
    author = {Rolshoven, Luca  and
      Rasiah, Vishvaksenan  and
      Bose, Srinanda Br{\"u}gger  and
      Hostettler, Sarah  and
      Burkhalter, Lara  and
      St{\"u}rmer, Matthias  and
      Niklaus, Joel},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.832/",
    doi = "10.18653/v1/2025.findings-emnlp.832",
    pages = "15382--15411",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hossain-kabir-2025-context,
    title = "Context Minimization for Resource-Constrained Text Classification: Optimizing Performance-Efficiency Trade-offs through Linguistic Features",
    author = "Hossain, Nahid  and
      Kabir, Md Faisal",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.833/",
    doi = "10.18653/v1/2025.findings-emnlp.833",
    pages = "15412--15426",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jalori-etal-2025-flairr,
    title = "{FLAIRR}-{TS} - Forecasting {LLM}-Agents with Iterative Refinement and Retrieval for Time Series",
    author = "Jalori, Gunjan  and
      Verma, Preetika  and
      Arik, Sercan O",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.834/",
    doi = "10.18653/v1/2025.findings-emnlp.834",
    pages = "15427--15437",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yun-etal-2025-ultrabench,
    title = "{ULTRABENCH}: Benchmarking {LLM}s under Extreme Fine-grained Text Generation",
    author = "Yun, Longfei  and
      Peng, Letian  and
      Shang, Jingbo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.835/",
    doi = "10.18653/v1/2025.findings-emnlp.835",
    pages = "15438--15453",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yun-etal-2025-price,
    title = "The Price of Format: Diversity Collapse in {LLM}s",
    author = "Yun, Longfei  and
      An, Chenyang  and
      Wang, Zilong  and
      Peng, Letian  and
      Shang, Jingbo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.836/",
    doi = "10.18653/v1/2025.findings-emnlp.836",
    pages = "15454--15468",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{mikhaylovskiy-2025-zipfs,
    title = "{Z}ipf{'}s and Heaps' Laws for Tokens and {LLM}-generated Texts",
    author = "Mikhaylovskiy, Nikolay",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.837/",
    doi = "10.18653/v1/2025.findings-emnlp.837",
    pages = "15469--15481",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{gupta-etal-2025-llms-bayesian,
    title = "{LLM}s for {B}ayesian Optimization in Scientific Domains: Are We There Yet?",
    author = "Gupta, Rushil  and
      Hartford, Jason  and
      Liu, Bang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.838/",
    doi = "10.18653/v1/2025.findings-emnlp.838",
    pages = "15482--15510",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{petcu-etal-2025-comprehensive,
    title = "A Comprehensive Taxonomy of Negation for {NLP} and Neural Retrievers",
    author = "Petcu, Roxana  and
      Bhargav, Samarth  and
      de Rijke, Maarten  and
      Kanoulas, Evangelos",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.839/",
    doi = "10.18653/v1/2025.findings-emnlp.839",
    pages = "15511--15533",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hanafi-etal-2025-identifying,
    title = "Identifying Noise in Human-Created Datasets using Training Dynamics from Generative Models",
    author = "Hanafi, Maeda  and
      Jindal, Ishan  and
      Katsis, Yannis  and
      Popa, Lucian  and
      Zhu, Huaiyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.840/",
    doi = "10.18653/v1/2025.findings-emnlp.840",
    pages = "15534--15550",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{nan-etal-2025-multiple,
    title = "Can Multiple Responses from an {LLM} Reveal the Sources of Its Uncertainty?",
    author = "Nan, Yang  and
      He, Pengfei  and
      Tandon, Ravi  and
      Xu, Han",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.841/",
    doi = "10.18653/v1/2025.findings-emnlp.841",
    pages = "15551--15569",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{belay-etal-2025-afroxlmr,
    title = "{A}fro{XLMR}-Social: Adapting Pre-trained Language Models for {A}frican Languages Social Media Text",
    author = "Belay, Tadesse Destaw  and
      Azime, Israel Abebe  and
      Ahmad, Ibrahim Said  and
      Adelani, David Ifeoluwa  and
      Abdulmumin, Idris  and
      Ayele, Abinew Ali  and
      Muhammad, Shamsuddeen Hassan  and
      Yimam, Seid Muhie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.842/",
    doi = "10.18653/v1/2025.findings-emnlp.842",
    pages = "15570--15587",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{huang-etal-2025-teaching,
    title = "Teaching Language Models To Gather Information Proactively",
    author = "Huang, Tenghao  and
      Chen, Sihao  and
      Chen, Muhao  and
      May, Jonathan  and
      Yang, Longqi  and
      Wan, Mengting  and
      Zhou, Pei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.843/",
    doi = "10.18653/v1/2025.findings-emnlp.843",
    pages = "15588--15599",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{french-etal-2025-linguistic,
    title = "Linguistic Alignment Predicts Learning in Small Group Tutoring Sessions",
    author = "French, Dorothea  and
      Moulder, Robert  and
      Ezema, Kelechi  and
      von der Wense, Katharina  and
      DMello, Sidney K.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.844/",
    doi = "10.18653/v1/2025.findings-emnlp.844",
    pages = "15600--15611",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ahuja-etal-2025-efficientxlang,
    title = "{E}fficient{XL}ang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning",
    author = "Ahuja, Sanchit  and
      Vaddamanu, Praneetha  and
      Patra, Barun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.845/",
    doi = "10.18653/v1/2025.findings-emnlp.845",
    pages = "15612--15624",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{rahimi-etal-2025-lost,
    title = "Not Lost After All: How Cross-Encoder Attribution Challenges Position Bias Assumptions in {LLM} Summarization",
    author = "Rahimi, Elahe  and
      Sajjad, Hassan  and
      Rosati, Domenic  and
      Badawi, Abeer  and
      Dolatabadi, Elham  and
      Rudzicz, Frank",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.846/",
    doi = "10.18653/v1/2025.findings-emnlp.846",
    pages = "15625--15641",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{he-etal-2025-fuzzaug,
    title = "{F}uzz{A}ug: Data Augmentation by Coverage-guided Fuzzing for Neural Test Generation",
    author = "He, Yifeng  and
      Wang, Jicheng  and
      Rong, Yuyang  and
      Chen, Hao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.847/",
    doi = "10.18653/v1/2025.findings-emnlp.847",
    pages = "15642--15655",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-dragent,
    title = "{D}r{A}gent: Empowering Large Language Models as Medical Agents for Multi-hop Medical Reasoning",
    author = "Liu, Fenglin  and
      Li, Zheng  and
      Zhou, Hongjian  and
      Yin, Qingyu  and
      Yang, Jingfeng  and
      Liu, Xin  and
      Wang, Zhengyang  and
      Tang, Xianfeng  and
      Li, Shiyang  and
      He, Xiang  and
      Wang, Ruijie  and
      Yin, Bing  and
      Gu, Xiao  and
      Clifton, Lei  and
      Clifton, David A.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.848/",
    doi = "10.18653/v1/2025.findings-emnlp.848",
    pages = "15656--15668",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-xrag,
    title = "{XRAG}: Cross-lingual Retrieval-Augmented Generation",
    author = "Liu, Wei  and
      Trenous, Sony  and
      Ribeiro, Leonardo F. R.  and
      Byrne, Bill  and
      Hieber, Felix",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.849/",
    doi = "10.18653/v1/2025.findings-emnlp.849",
    pages = "15669--15690",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ashok-etal-2025-vlms,
    title = "Can {VLM}s Recall Factual Associations From Visual References?",
    author = "Ashok, Dhananjay  and
      Chaubey, Ashutosh  and
      Arai, Hirona Jacqueline  and
      May, Jonathan  and
      Thomason, Jesse",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.850/",
    doi = "10.18653/v1/2025.findings-emnlp.850",
    pages = "15691--15708",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{trager-etal-2025-mftcxplain,
    title = "{MFTCX}plain: A Multilingual Benchmark Dataset for Evaluating the Moral Reasoning of {LLM}s through Multi-hop Hate Speech Explanation",
    author = "Trager, Jackson  and
      Vargas, Francielle  and
      Alves, Diego  and
      Guida, Matteo  and
      Ngueajio, Mikel K.  and
      Agrawal, Ameeta  and
      Daryani, Yalda  and
      Malekabadi, Farzan Karimi  and
      Plaza-del-Arco, Flor Miriam",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.851/",
    doi = "10.18653/v1/2025.findings-emnlp.851",
    pages = "15709--15740",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{vykopal-etal-2025-large,
    title = "Large Language Models for Multilingual Previously Fact-Checked Claim Detection",
    author = "Vykopal, Ivan  and
      Pikuliak, Mat{\'u}{\v{s}}  and
      Ostermann, Simon  and
      Anikina, Tatiana  and
      Gregor, Michal  and
      Simko, Marian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.852/",
    doi = "10.18653/v1/2025.findings-emnlp.852",
    pages = "15741--15765",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{adhikari-lapata-2025-debating,
    title = "Debating for Better Reasoning in Vision-Language Models",
    author = "Adhikari, Ashutosh  and
      Lapata, Mirella",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.853/",
    doi = "10.18653/v1/2025.findings-emnlp.853",
    pages = "15766--15784",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{haque-etal-2025-fine,
    title = "Fine-tuning {LLM}s with Cross-Attention-based Weight Decay for Bias Mitigation",
    author = "Haque, Farsheed  and
      Fu, Zhe  and
      Xu, Depeng  and
      Yuan, Shuhan  and
      Niu, Xi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.854/",
    doi = "10.18653/v1/2025.findings-emnlp.854",
    pages = "15785--15798",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{long-etal-2025-profiling,
    title = "Profiling {LLM}{'}s Copyright Infringement Risks under Adversarial Persuasive Prompting",
    author = "Long, Jikai  and
      Liu, Ming  and
      Chen, Xiusi  and
      Xu, Jialiang  and
      Li, Shenglan  and
      Xu, Zhaozhuo  and
      Zhang, Denghui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.855/",
    doi = "10.18653/v1/2025.findings-emnlp.855",
    pages = "15799--15823",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zeng-etal-2025-residualized,
    title = "Residualized Similarity for Faithfully Explainable Authorship Verification",
    author = "Zeng, Peter  and
      Alipoormolabashi, Pegah  and
      Mun, Jihu  and
      Dey, Gourab  and
      Soni, Nikita  and
      Balasubramanian, Niranjan  and
      Rambow, Owen  and
      Schwartz, H.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.856/",
    doi = "10.18653/v1/2025.findings-emnlp.856",
    pages = "15824--15837",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{islam-goldwasser-2025-post,
    title = "Post-hoc Study of Climate Microtargeting on Social Media Ads with {LLM}s: Thematic Insights and Fairness Evaluation",
    author = "Islam, Tunazzina  and
      Goldwasser, Dan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.857/",
    doi = "10.18653/v1/2025.findings-emnlp.857",
    pages = "15838--15859",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ge-etal-2025-mrfd,
    title = "{MRFD}: Multi-Region Fusion Decoding with Self-Consistency for Mitigating Hallucinations in {LVLM}s",
    author = "Ge, Haonan  and
      Wang, Yiwei  and
      Yang, Ming-Hsuan  and
      Cai, Yujun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.858/",
    doi = "10.18653/v1/2025.findings-emnlp.858",
    pages = "15860--15879",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{bhattacharjya-etal-2025-simba,
    title = "{SIMBA} {UQ}: Similarity-Based Aggregation for Uncertainty Quantification in Large Language Models",
    author = "Bhattacharjya, Debarun  and
      Ganesan, Balaji  and
      Lee, Junkyu  and
      Marinescu, Radu  and
      Mirylenka, Katya  and
      Glass, Michael  and
      Shou, Xiao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.859/",
    doi = "10.18653/v1/2025.findings-emnlp.859",
    pages = "15880--15894",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{alshabanah-annavaram-2025-mind,
    title = "Mind the Dialect: {NLP} Advancements Uncover Fairness Disparities for {A}rabic Users in Recommendation Systems",
    author = "Alshabanah, Abdulla  and
      Annavaram, Murali",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.860/",
    doi = "10.18653/v1/2025.findings-emnlp.860",
    pages = "15895--15903",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{eyceoz-etal-2025-hopscotch,
    title = "Hopscotch: Discovering and Skipping Redundancies in Language Models",
    author = "Eyceoz, Mustafa  and
      Nayak, Nikhil Shivakumar  and
      Wang, Hao  and
      Han, Ligong  and
      Srivastava, Akash",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.861/",
    doi = "10.18653/v1/2025.findings-emnlp.861",
    pages = "15904--15913",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jiang-etal-2025-clear,
    title = "{CLEAR}: A Clinically Grounded Tabular Framework for Radiology Report Evaluation",
    author = "Jiang, Yuyang  and
      Chen, Chacha  and
      Wang, Shengyuan  and
      Li, Feng  and
      Tang, Zecong  and
      Mervak, Benjamin M.  and
      Chelala, Lydia  and
      Straus, Christopher M  and
      Chahine, Reve  and
      Iii, Samuel G. Armato  and
      Tan, Chenhao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.862/",
    doi = "10.18653/v1/2025.findings-emnlp.862",
    pages = "15914--15933",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kellert-etal-2025-parsing,
    title = "Parsing the Switch: {LLM}-Based {UD} Annotation for Complex Code-Switched and Low-Resource Languages",
    author = "Kellert, Olga  and
      Tyagi, Nemika  and
      Imran, Muhammad  and
      Licona-Guevara, Nelvin  and
      G{\'o}mez-Rodr{\'i}guez, Carlos",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.863/",
    doi = "10.18653/v1/2025.findings-emnlp.863",
    pages = "15934--15949",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jia-etal-2025-hetgcot,
    title = "{H}et{GC}o{T}: Heterogeneous Graph-Enhanced Chain-of-Thought {LLM} Reasoning for Academic Question Answering",
    author = "Jia, Runsong  and
      Wu, Mengjia  and
      Ding, Ying  and
      Lu, Jie  and
      Zhang, Yi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.864/",
    doi = "10.18653/v1/2025.findings-emnlp.864",
    pages = "15950--15963",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-test,
    title = "{S}*: Test Time Scaling for Code Generation",
    author = "Li, Dacheng  and
      Cao, Shiyi  and
      Cao, Chengkun  and
      Li, Xiuyu  and
      Tan, Shangyin  and
      Keutzer, Kurt  and
      Xing, Jiarong  and
      Gonzalez, Joseph E.  and
      Stoica, Ion",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.865/",
    doi = "10.18653/v1/2025.findings-emnlp.865",
    pages = "15964--15978",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-language-models,
    title = "Language Models Can Easily Learn to Reason from Demonstrations",
    author = "Li, Dacheng  and
      Cao, Shiyi  and
      Griggs, Tyler  and
      Liu, Shu  and
      Mo, Xiangxi  and
      Tang, Eric  and
      Hegde, Sumanth  and
      Hakhamaneshi, Kourosh  and
      Patil, Shishir G  and
      Zaharia, Matei  and
      Gonzalez, Joseph E.  and
      Stoica, Ion",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.866/",
    doi = "10.18653/v1/2025.findings-emnlp.866",
    pages = "15979--15997",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{gutierrez-vasques-etal-2025-fsts,
    title = "{FST}s vs {ICL}: Generalisation in {LLM}s for an under-resourced language",
    author = "Gutierrez-Vasques, Ximena  and
      Segura, Mikel  and
      Mijangos, Victor",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.867/",
    doi = "10.18653/v1/2025.findings-emnlp.867",
    pages = "15998--16006",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-srm,
    title = "{SRM}-{LLM}: Semantic Relationship Mining with {LLM}s for Temporal Knowledge Graph Extrapolation",
    author = "Zhang, Fu  and
      Zhang, Panfeng  and
      Cheng, Jingwei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.868/",
    doi = "10.18653/v1/2025.findings-emnlp.868",
    pages = "16007--16021",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lee-etal-2025-captioning,
    title = "Captioning for Text-Video Retrieval via Dual-Group Direct Preference Optimization",
    author = "Lee, Ji Soo  and
      Ko, Byungoh  and
      Cho, Jaewon  and
      Lee, Howoong  and
      Byun, Jaewoon  and
      Kim, Hyunwoo J.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.869/",
    doi = "10.18653/v1/2025.findings-emnlp.869",
    pages = "16022--16039",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{okite-etal-2025-benchmarking,
    title = "Benchmarking and Improving {LLM} Robustness for Personalized Generation",
    author = "Okite, Chimaobi  and
      Deng, Naihao  and
      Bodipati, Kiran  and
      Hou, Huaidian  and
      Chai, Joyce  and
      Mihalcea, Rada",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.870/",
    doi = "10.18653/v1/2025.findings-emnlp.870",
    pages = "16040--16072",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{park-etal-2025-memeinterpret,
    title = "{M}eme{I}nterpret: Towards an All-in-One Dataset for Meme Understanding",
    author = "Park, Jeongsik  and
      Nguyen, Khoi P. N.  and
      Park, Jihyung  and
      Kim, Minseok  and
      Lee, Jaeheon  and
      Choi, Jae Won  and
      Ganta, Kalyani  and
      Kasu, Phalgun Ashrit  and
      Sarakinti, Rohan  and
      Vipperla, Sanjana  and
      Sathanapalli, Sai  and
      Vaghani, Nishan  and
      Ng, Vincent",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.871/",
    doi = "10.18653/v1/2025.findings-emnlp.871",
    pages = "16073--16087",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zheng-etal-2025-corag,
    title = "{C}o{RAG}: Enhancing Hybrid Retrieval-Augmented Generation through a Cooperative Retriever Architecture",
    author = "Zheng, Zaiyi  and
      Wang, Song  and
      Chen, Zihan  and
      Zhu, Yaochen  and
      He, Yinhan  and
      Hong, Liangjie  and
      Guo, Qi  and
      Li, Jundong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.872/",
    doi = "10.18653/v1/2025.findings-emnlp.872",
    pages = "16088--16101",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-hallucination,
    title = "Hallucination Detection in Structured Query Generation via {LLM} Self-Debating",
    author = "Li, Miaoran  and
      Chen, Jiangning  and
      Xu, Minghua  and
      Wang, Xiaolong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.873/",
    doi = "10.18653/v1/2025.findings-emnlp.873",
    pages = "16102--16113",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kim-etal-2025-options,
    title = "Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient {LLM}-Based Knowledge Tracing",
    author = "Kim, Jongwoo  and
      Chu, SeongYeub  and
      Wong, Bryan  and
      Yi, Mun Yong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.874/",
    doi = "10.18653/v1/2025.findings-emnlp.874",
    pages = "16114--16128",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{joo-etal-2025-public,
    title = "Public Data Assisted Differentially Private In-Context Learning",
    author = "Joo, Seongho  and
      Koh, Hyukhun  and
      Jung, Kyomin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.875/",
    doi = "10.18653/v1/2025.findings-emnlp.875",
    pages = "16129--16152",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-inducing,
    title = "Inducing Argument Facets for Faithful Opinion Summarization",
    author = "Wang, Jian  and
      Liang, Yanjie  and
      Sun, Yuqing  and
      Gong, Bin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.876/",
    doi = "10.18653/v1/2025.findings-emnlp.876",
    pages = "16153--16166",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lourie-etal-2025-scaling,
    title = "Scaling Laws Are Unreliable for Downstream Tasks: A Reality Check",
    author = "Lourie, Nicholas  and
      Hu, Michael Y.  and
      Cho, Kyunghyun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.877/",
    doi = "10.18653/v1/2025.findings-emnlp.877",
    pages = "16167--16180",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jung-etal-2025-familiarity,
    title = "Familiarity-Aware Evidence Compression for Retrieval-Augmented Generation",
    author = "Jung, Dongwon  and
      Liu, Qin  and
      Huang, Tenghao  and
      Zhou, Ben  and
      Chen, Muhao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.878/",
    doi = "10.18653/v1/2025.findings-emnlp.878",
    pages = "16181--16196",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tu-etal-2025-o,
    title = "{O}{\_}{O}-{VC}: Synthetic Data-Driven One-to-One Alignment for Any-to-Any Voice Conversion",
    author = "Tu, Huu Tuong  and
      Vu, Huan  and
      Nguyen, Cuong Tien  and
      Ngo, Dien Hy  and
      Trang, Nguyen Thi Thu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.879/",
    doi = "10.18653/v1/2025.findings-emnlp.879",
    pages = "16197--16208",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{han-etal-2025-simple,
    title = "Simple Factuality Probes Detect Hallucinations in Long-Form Natural Language Generation",
    author = "Han, Jiatong  and
      Band, Neil  and
      Razzak, Muhammed  and
      Kossen, Jannik  and
      Rudner, Tim G. J.  and
      Gal, Yarin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.880/",
    doi = "10.18653/v1/2025.findings-emnlp.880",
    pages = "16209--16226",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-cesrec,
    title = "{CESR}ec: Constructing Pseudo Interactions for Sequential Recommendation via Conversational Feedback",
    author = "Wang, Yifan  and
      Gao, Shen  and
      Fang, Jiabao  and
      Yan, Rui  and
      Chiu, Billy  and
      Shang, Shuo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.881/",
    doi = "10.18653/v1/2025.findings-emnlp.881",
    pages = "16227--16239",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{huang-etal-2025-ttpa,
    title = "{TTPA}: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation",
    author = "Huang, Chengrui  and
      Gao, Shen  and
      Shi, Zhengliang  and
      Wang, Dongsheng  and
      Shang, Shuo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.882/",
    doi = "10.18653/v1/2025.findings-emnlp.882",
    pages = "16240--16255",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-avoiding,
    title = "Avoiding Knowledge Edit Skipping in Multi-hop Question Answering with Guided Decomposition",
    author = "Liu, Yi  and
      Zhu, Xiangrong  and
      Liu, Xiangyu  and
      Wei, Wei  and
      Hu, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.883/",
    doi = "10.18653/v1/2025.findings-emnlp.883",
    pages = "16256--16272",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhou-etal-2025-bridging,
    title = "Bridging the Creativity Understanding Gap: Small-Scale Human Alignment Enables Expert-Level Humor Ranking in {LLM}s",
    author = "Zhou, Kuan Lok  and
      Chen, Jiayi  and
      Suresh, Siddharth  and
      Narad, Reuben  and
      Rogers, Timothy T.  and
      Jain, Lalit K  and
      Nowak, Robert D  and
      Mankoff, Bob  and
      Zhang, Jifan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.884/",
    doi = "10.18653/v1/2025.findings-emnlp.884",
    pages = "16273--16287",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{bojic-etal-2025-smartminer,
    title = "{SMARTM}iner: Extracting and Evaluating {SMART} Goals from Low-Resource Health Coaching Notes",
    author = "Bojic, Iva  and
      Ong, Qi Chwen  and
      Ma, Stephanie Hilary Xinyi  and
      Ai, Lin  and
      Liu, Zheng  and
      Gong, Ziwei  and
      Hirschberg, Julia  and
      Ho, Andy Hau Yan  and
      Khong, Andy W. H.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.885/",
    doi = "10.18653/v1/2025.findings-emnlp.885",
    pages = "16288--16305",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-gril,
    title = "{GRIL}: Knowledge Graph Retrieval-Integrated Learning with Large Language Models",
    author = "Chen, Jialin  and
      Zhang, Houyu  and
      Yun, Seongjun  and
      Mottini, Alejandro  and
      Ying, Rex  and
      Song, Xiang  and
      Ioannidis, Vassilis N.  and
      Li, Zheng  and
      Cui, Qingjun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.886/",
    doi = "10.18653/v1/2025.findings-emnlp.886",
    pages = "16306--16319",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kang-etal-2025-exploring,
    title = "Exploring Deductive and Inductive Reasoning Capabilities of Large Language Models in Procedural Planning",
    author = "Kang, Jiabao  and
      Li, Xinye  and
      Xu, Liyan  and
      Liu, Qingbin  and
      Chen, Xi  and
      Tu, Zhiying  and
      Chu, Dianhui  and
      Sui, Dianbo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.887/",
    doi = "10.18653/v1/2025.findings-emnlp.887",
    pages = "16320--16341",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{peng-etal-2025-kele,
    title = "{KELE}: A Multi-Agent Framework for Structured Socratic Teaching with Large Language Models",
    author = "Peng, Xian  and
      Yuan, Pan  and
      Li, Dong  and
      Cheng, Junlong  and
      Fang, Qin  and
      Liu, Zhi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.888/",
    doi = "10.18653/v1/2025.findings-emnlp.888",
    pages = "16342--16362",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-visualedu,
    title = "{V}isual{EDU}: A Benchmark for Assessing Coding and Visual Comprehension through Educational Problem-Solving Video Generation",
    author = "Chen, Hao  and
      Shi, Tianyu  and
      Huang, Pengran  and
      Li, Zeyuan  and
      Pan, Jiahui  and
      Chen, Qianglong  and
      He, Lewei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.889/",
    doi = "10.18653/v1/2025.findings-emnlp.889",
    pages = "16363--16394",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hui-etal-2025-okralong,
    title = "{O}kra{L}ong: A Flexible Retrieval-Augmented Framework for Long-Text Question Answering",
    author = "Hui, Yulong  and
      Liu, Yihao  and
      Lu, Yao  and
      Zhang, Huanchen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.890/",
    doi = "10.18653/v1/2025.findings-emnlp.890",
    pages = "16395--16409",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{han-etal-2025-verifiagent,
    title = "{V}erifi{A}gent: a Unified Verification Agent in Language Model Reasoning",
    author = "Han, Jiuzhou  and
      Buntine, Wray  and
      Shareghi, Ehsan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.891/",
    doi = "10.18653/v1/2025.findings-emnlp.891",
    pages = "16410--16431",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xiao-etal-2025-drkgc,
    title = "{D}r{KGC}: Dynamic Subgraph Retrieval-Augmented {LLM}s for Knowledge Graph Completion across General and Biomedical Domains",
    author = "Xiao, Yongkang  and
      Zhang, Sinian  and
      Dai, Yi  and
      Zhou, Huixue  and
      Hou, Jue  and
      Ding, Jie  and
      Zhang, Rui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.892/",
    doi = "10.18653/v1/2025.findings-emnlp.892",
    pages = "16432--16445",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-understanding,
    title = "Understanding the Language Model to Solve the Symbolic Multi-Step Reasoning Problem from the Perspective of Buffer Mechanism",
    author = "Wang, Zhiwei  and
      Wang, Yunji  and
      Zhang, Zhongwang  and
      Zhou, Zhangchen  and
      Jin, Hui  and
      Hu, Tianyang  and
      Sun, Jiacheng  and
      Li, Zhenguo  and
      Zhang, Yaoyu  and
      Xu, Zhi-Qin John",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.893/",
    doi = "10.18653/v1/2025.findings-emnlp.893",
    pages = "16446--16474",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xu-etal-2025-twt,
    title = "{T}w{T}: Thinking without Tokens by Habitual Reasoning Distillation with Multi-Teachers' Guidance",
    author = "Xu, Jingxian  and
      Zhou, Mengyu  and
      Liu, Weichang  and
      Liu, Hanbing  and
      Han, Shi  and
      Zhang, Dongmei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.894/",
    doi = "10.18653/v1/2025.findings-emnlp.894",
    pages = "16475--16489",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{dinh-etal-2025-davis,
    title = "{DAVIS}: Planning Agent with Knowledge Graph-Powered Inner Monologue",
    author = "Dinh, Minh Pham  and
      Yankoski, Michael G  and
      Syed, Munira  and
      Ford, Trenton W.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.895/",
    doi = "10.18653/v1/2025.findings-emnlp.895",
    pages = "16490--16505",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{harada-etal-2025-instructions,
    title = "When Instructions Multiply: Measuring and Estimating {LLM} Capabilities of Multiple Instructions Following",
    author = "Harada, Keno  and
      Yamazaki, Yudai  and
      Taniguchi, Masachika  and
      Marrese-Taylor, Edison  and
      Kojima, Takeshi  and
      Iwasawa, Yusuke  and
      Matsuo, Yutaka",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.896/",
    doi = "10.18653/v1/2025.findings-emnlp.896",
    pages = "16506--16526",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lin-etal-2025-formosanbench,
    title = "{F}ormosan{B}ench: Benchmarking Low-Resource {A}ustronesian Languages in the Era of Large Language Models",
    author = "Lin, Kaiying Kevin  and
      Chen, Hsi-Yu  and
      Zhang, Haopeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.897/",
    doi = "10.18653/v1/2025.findings-emnlp.897",
    pages = "16527--16539",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{rao-etal-2025-seapo,
    title = "{S}ea{PO}: Strategic Error Amplification for Robust Preference Optimization of Large Language Models",
    author = "Rao, Jun  and
      Liao, Yunjie  and
      Liu, Xuebo  and
      Lin, Zepeng  and
      Lian, Lian  and
      Jin, Dong  and
      Cheng, Shengjun  and
      Yu, Jun  and
      Zhang, Min",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.898/",
    doi = "10.18653/v1/2025.findings-emnlp.898",
    pages = "16540--16557",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{song-etal-2025-figex,
    title = "{F}ig{E}x: Aligned Extraction of Scientific Figures and Captions",
    author = "Song, Jifeng  and
      Das, Arun  and
      Cui, Ge  and
      Huang, Yufei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.899/",
    doi = "10.18653/v1/2025.findings-emnlp.899",
    pages = "16558--16571",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhuang-etal-2025-patimt,
    title = "{PATIMT}-Bench: A Multi-Scenario Benchmark for Position-Aware Text Image Machine Translation in Large Vision-Language Models",
    author = "Zhuang, Wanru  and
      Li, Wenbo  and
      Lan, Zhibin  and
      Han, Xu  and
      Li, Peng  and
      Su, Jinsong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.900/",
    doi = "10.18653/v1/2025.findings-emnlp.900",
    pages = "16572--16588",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{farn-etal-2025-safeguard,
    title = "Safeguard Fine-Tuned {LLM}s Through Pre- and Post-Tuning Model Merging",
    author = "Farn, Hua  and
      Su, Hsuan  and
      H. Kumar, Shachi  and
      Sahay, Saurav  and
      Chen, Shang-Tse  and
      Lee, Hung-yi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.901/",
    doi = "10.18653/v1/2025.findings-emnlp.901",
    pages = "16589--16602",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xu-etal-2025-self-ensemble,
    title = "Self-Ensemble: Mitigating Confidence Distortion for Large Language Models",
    author = "Xu, Zicheng  and
      Wang, Guanchu  and
      Zheng, Guangyao  and
      Chuang, Yu-Neng  and
      Szalay, Alex  and
      Hu, Xia  and
      Braverman, Vladimir",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.902/",
    doi = "10.18653/v1/2025.findings-emnlp.902",
    pages = "16603--16615",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jinnai-honda-2025-annotation,
    title = "Annotation-Efficient Language Model Alignment via Diverse and Representative Response Texts",
    author = "Jinnai, Yuu  and
      Honda, Ukyo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.903/",
    doi = "10.18653/v1/2025.findings-emnlp.903",
    pages = "16616--16659",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yu-etal-2025-explainable,
    title = "Explainable Chain-of-Thought Reasoning: An Empirical Analysis on State-Aware Reasoning Dynamics",
    author = "Yu, Sheldon  and
      Xiong, Yuxin  and
      Wu, Junda  and
      Li, Xintong  and
      Yu, Tong  and
      Chen, Xiang  and
      Sinha, Ritwik  and
      Shang, Jingbo  and
      McAuley, Julian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.904/",
    doi = "10.18653/v1/2025.findings-emnlp.904",
    pages = "16660--16667",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-decisionflow,
    title = "{D}ecision{F}low: Advancing Large Language Model as Principled Decision Maker",
    author = "Chen, Xiusi  and
      Wang, Shanyong  and
      Qian, Cheng  and
      Wang, Hongru  and
      Han, Peixuan  and
      Ji, Heng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.905/",
    doi = "10.18653/v1/2025.findings-emnlp.905",
    pages = "16668--16692",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{guo-etal-2025-ped,
    title = "{M}-Ped: Multi-Prompt Ensemble Decoding for Large Language Models",
    author = "Guo, Jiaxin  and
      Wei, Daimeng  and
      Luo, Yuanchang  and
      Shang, Hengchao  and
      Li, Zongyao  and
      Yang, Jinlong  and
      Wu, Zhanglin  and
      Rao, Zhiqiang  and
      Tao, Shimin  and
      Yang, Hao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.906/",
    doi = "10.18653/v1/2025.findings-emnlp.906",
    pages = "16693--16711",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xiong-etal-2025-butterfly,
    title = "Butterfly Effects in Toolchains: A Comprehensive Analysis of Failed Parameter Filling in {LLM} Tool-Agent Systems",
    author = "Xiong, Qian  and
      Huang, Yuekai  and
      Jiang, Ziyou  and
      Chang, Zhiyuan  and
      Zheng, Yujia  and
      Li, Tianhao  and
      Li, Mingyang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.907/",
    doi = "10.18653/v1/2025.findings-emnlp.907",
    pages = "16712--16729",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{long-etal-2025-finlfqa,
    title = "{F}in{LFQA}: Evaluating Attributed Text Generation of {LLM}s in Financial Long-Form Question Answering",
    author = "Long, Yitao  and
      Hu, Tiansheng  and
      Zhao, Yilun  and
      Cohan, Arman  and
      Zhao, Chen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.908/",
    doi = "10.18653/v1/2025.findings-emnlp.908",
    pages = "16730--16750",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{huang-etal-2025-benchmax,
    title = "{B}ench{MAX}: A Comprehensive Multilingual Evaluation Suite for Large Language Models",
    author = "Huang, Xu  and
      Zhu, Wenhao  and
      Hu, Hanxu  and
      He, Conghui  and
      Li, Lei  and
      Huang, Shujian  and
      Yuan, Fei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.909/",
    doi = "10.18653/v1/2025.findings-emnlp.909",
    pages = "16751--16774",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{thatikonda-etal-2025-assessing,
    title = "Assessing the Sensitivity and Alignment of {FOL} Closeness Metrics",
    author = "Thatikonda, Ramya Keerthy  and
      Buntine, Wray  and
      Shareghi, Ehsan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.910/",
    doi = "10.18653/v1/2025.findings-emnlp.910",
    pages = "16775--16785",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{bakagianni-etal-2025-foodsafesum,
    title = "{F}ood{S}afe{S}um: Enabling Natural Language Processing Applications for Food Safety Document Summarization and Analysis",
    author = "Bakagianni, Juli  and
      Randl, Korbinian  and
      Rocchietti, Guido  and
      Rulli, Cosimo  and
      Nardini, Franco Maria  and
      Trani, Salvatore  and
      Henriksson, Aron  and
      Romanova, Anna  and
      Pavlopoulos, John",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.911/",
    doi = "10.18653/v1/2025.findings-emnlp.911",
    pages = "16786--16804",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{qu-etal-2025-self,
    title = "Self-adaptive Dataset Construction for Real-World Multimodal Safety Scenarios",
    author = "Qu, Jingen  and
      Li, Lijun  and
      Zhang, Bo  and
      Yan, Yichen  and
      Shao, Jing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.912/",
    doi = "10.18653/v1/2025.findings-emnlp.912",
    pages = "16805--16829",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{gupta-etal-2025-endive,
    title = "{E}n{D}ive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models",
    author = "Gupta, Abhay  and
      Cheung, Jacob  and
      Meng, Philip  and
      Sayyed, Shayan  and
      Zhu, Kevin  and
      Liao, Austen  and
      O{'}Brien, Sean",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.913/",
    doi = "10.18653/v1/2025.findings-emnlp.913",
    pages = "16830--16855",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-faedkv,
    title = "{FAEDKV}: Infinite-Window {F}ourier Transform for Unbiased {KV} Cache Compression",
    author = "Li, Runchao  and
      Fu, Yao  and
      Sheng, Mu  and
      Long, Xianxuan  and
      Yu, Haotian  and
      Li, Pan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.914/",
    doi = "10.18653/v1/2025.findings-emnlp.914",
    pages = "16856--16866",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yamada-etal-2025-dynamic,
    title = "Dynamic Injection of Entity Knowledge into Dense Retrievers",
    author = "Yamada, Ikuya  and
      Ri, Ryokan  and
      Kojima, Takeshi  and
      Iwasawa, Yusuke  and
      Matsuo, Yutaka",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.915/",
    doi = "10.18653/v1/2025.findings-emnlp.915",
    pages = "16867--16879",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{dong-etal-2025-personalization,
    title = "When Personalization Meets Reality: A Multi-Faceted Analysis of Personalized Preference Learning",
    author = {Dong, Yijiang River  and
      Hu, Tiancheng  and
      Liu, Yinhong  and
      {\"U}st{\"u}n, Ahmet  and
      Collier, Nigel},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.916/",
    doi = "10.18653/v1/2025.findings-emnlp.916",
    pages = "16880--16894",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhu-etal-2025-master,
    title = "{MASTER}: Multi-Agent Security Through Exploration of Roles and Topological Structures - A Comprehensive Framework",
    author = "Zhu, Yifan  and
      Zhang, Chao  and
      Shi, Xin  and
      Zhang, Xueqiao  and
      Yang, Yi  and
      Luo, Yawei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.917/",
    doi = "10.18653/v1/2025.findings-emnlp.917",
    pages = "16895--16921",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{trirat-lee-2025-monaq,
    title = "{MONAQ}: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained Devices",
    author = "Trirat, Patara  and
      Lee, Jae-Gil",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.918/",
    doi = "10.18653/v1/2025.findings-emnlp.918",
    pages = "16922--16950",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{barriere-etal-2025-standup4ai,
    title = "{S}tand{U}p4{AI}: A New Multilingual Dataset for Humor Detection in Stand-up Comedy Videos",
    author = "Barriere, Valentin  and
      Gomez, Nahuel  and
      Hemamou, L{\'e}o  and
      Callejas, Sofia  and
      Ravenet, Brian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.919/",
    doi = "10.18653/v1/2025.findings-emnlp.919",
    pages = "16951--16959",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yang-etal-2025-visual,
    title = "Does Visual Grounding Enhance the Understanding of Embodied Knowledge in Large Language Models?",
    author = "Yang, Zhihui  and
      Wang, Yupei  and
      Mo, Kaijie  and
      Zhao, Zhe  and
      Hu, Renfen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.920/",
    doi = "10.18653/v1/2025.findings-emnlp.920",
    pages = "16960--16978",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lin-etal-2025-semantic,
    title = "Semantic Contribution-Aware Adaptive Retrieval for Black-Box Models",
    author = "Lin, Qinhong  and
      Yang, Zhongliang  and
      Cai, Yuang  and
      Yu, Dingfu  and
      Xu, Xuan  and
      Li, Yu  and
      Zhou, Linna",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.921/",
    doi = "10.18653/v1/2025.findings-emnlp.921",
    pages = "16979--16994",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{bassani-sanchez-2025-guardrail,
    title = "On Guardrail Models' Robustness to Mutations and Adversarial Attacks",
    author = "Bassani, Elias  and
      Sanchez, Ignacio",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.922/",
    doi = "10.18653/v1/2025.findings-emnlp.922",
    pages = "16995--17006",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{peng-etal-2025-ip,
    title = "{IP}-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data",
    author = "Peng, Bo  and
      Wang, Zhiheng  and
      Gong, Heyang  and
      Lu, Chaochao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.923/",
    doi = "10.18653/v1/2025.findings-emnlp.923",
    pages = "17007--17040",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-zero,
    title = "Zero-shot Graph Reasoning via Retrieval Augmented Framework with {LLM}s",
    author = "Li, Hanqing  and
      Mahadevan, Sharika  and
      Sheena, Kiran Jyothi  and
      Liang, Henry  and
      Klabjan, Diego",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.924/",
    doi = "10.18653/v1/2025.findings-emnlp.924",
    pages = "17041--17054",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-privacy,
    title = "Privacy in Action: Towards Realistic Privacy Mitigation and Evaluation for {LLM}-Powered Agents",
    author = "Wang, Shouju  and
      Yu, Fenglin  and
      Liu, Xirui  and
      Qin, Xiaoting  and
      Zhang, Jue  and
      Lin, Qingwei  and
      Zhang, Dongmei  and
      Rajmohan, Saravan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.925/",
    doi = "10.18653/v1/2025.findings-emnlp.925",
    pages = "17055--17074",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhou-etal-2025-dissecting,
    title = "Dissecting Logical Reasoning in {LLM}s: A Fine-Grained Evaluation and Supervision Study",
    author = "Zhou, Yujun  and
      Ye, Jiayi  and
      Ling, Zipeng  and
      Han, Yufei  and
      Huang, Yue  and
      Zhuang, Haomin  and
      Liang, Zhenwen  and
      Guo, Kehan  and
      Guo, Taicheng  and
      Wang, Xiangqi  and
      Zhang, Xiangliang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.926/",
    doi = "10.18653/v1/2025.findings-emnlp.926",
    pages = "17075--17098",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{dumitru-etal-2025-conciserl,
    title = "{C}oncise{RL}: Conciseness-Guided Reinforcement Learning for Efficient Reasoning Models",
    author = "Dumitru, Razvan-Gabriel  and
      Peteleaza, Darius  and
      Yadav, Vikas  and
      Pan, Liangming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.927/",
    doi = "10.18653/v1/2025.findings-emnlp.927",
    pages = "17099--17123",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-faster,
    title = "Faster and Better {LLM}s via Latency-Aware Test-Time Scaling",
    author = "Wang, Zili  and
      Zhang, Tianyu  and
      Bai, Haoli  and
      Hou, Lu  and
      Yu, Xianzhi  and
      Liu, Wulong  and
      Xiang, Shiming  and
      Zhu, Lei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.928/",
    doi = "10.18653/v1/2025.findings-emnlp.928",
    pages = "17124--17137",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ying-etal-2025-reasoning,
    title = "Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models",
    author = "Ying, Zonghao  and
      Zhang, Deyue  and
      Jing, Zonglei  and
      Xiao, Yisong  and
      Zou, Quanchen  and
      Liu, Aishan  and
      Liang, Siyuan  and
      Zhang, Xiangzheng  and
      Liu, Xianglong  and
      Tao, Dacheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.929/",
    doi = "10.18653/v1/2025.findings-emnlp.929",
    pages = "17138--17157",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{honda-etal-2025-distilling,
    title = "Distilling Many-Shot In-Context Learning into a Cheat Sheet",
    author = "Honda, Ukyo  and
      Murakami, Soichiro  and
      Zhang, Peinan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.930/",
    doi = "10.18653/v1/2025.findings-emnlp.930",
    pages = "17158--17178",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zheng-etal-2025-tracing,
    title = "Tracing Training Footprints: A Calibration Approach for Membership Inference Attacks Against Multimodal Large Language Models",
    author = "Zheng, Xiaofan  and
      Zhang, Huixuan  and
      Wan, Xiaojun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.931/",
    doi = "10.18653/v1/2025.findings-emnlp.931",
    pages = "17179--17191",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jakob-etal-2025-polbix,
    title = "{P}ol{B}i{X}: Detecting {LLM}s' Political Bias in Fact-Checking through {X}-phemisms",
    author = "Jakob, Charlott  and
      Harbecke, David  and
      Parschan, Patrick  and
      Neves, Pia Wenzel  and
      Schmitt, Vera",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.932/",
    doi = "10.18653/v1/2025.findings-emnlp.932",
    pages = "17192--17210",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yan-etal-2025-uro,
    title = "{URO}-Bench: Towards Comprehensive Evaluation for End-to-End Spoken Dialogue Models",
    author = "Yan, Ruiqi  and
      Li, Xiquan  and
      Chen, Wenxi  and
      Niu, Zhikang  and
      Yang, Chen  and
      Ma, Ziyang  and
      Yu, Kai  and
      Chen, Xie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.933/",
    doi = "10.18653/v1/2025.findings-emnlp.933",
    pages = "17211--17242",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{gan-etal-2025-low,
    title = "Low-Hallucination and Efficient Coreference Resolution with {LLM}s",
    author = "Gan, Yujian  and
      Liang, Yuan  and
      Xie, Jinxia  and
      Lin, Yanni  and
      Yu, Juntao  and
      Poesio, Massimo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.934/",
    doi = "10.18653/v1/2025.findings-emnlp.934",
    pages = "17243--17256",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-mileage,
    title = "Your Mileage May Vary: How Empathy and Demographics Shape Human Preferences in {LLM} Responses",
    author = "Wang, Yishan  and
      Curry, Amanda Cercas  and
      Plaza-del-Arco, Flor Miriam",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.935/",
    doi = "10.18653/v1/2025.findings-emnlp.935",
    pages = "17257--17270",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-diving,
    title = "Diving into Mitigating Hallucinations from a Vision Perspective for Large Vision-Language Models",
    author = "Wang, Weihang  and
      Li, Xinhao  and
      Wang, Ziyue  and
      Pang, Yan  and
      Zhang, Jielei  and
      Li, Peiyi  and
      Zhang, Qiang  and
      Gao, Longwen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.936/",
    doi = "10.18653/v1/2025.findings-emnlp.936",
    pages = "17271--17289",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{dai-etal-2025-physicsarena,
    title = "{P}hysics{A}rena: The First Multimodal Physics Reasoning Benchmark Exploring Variable, Process, and Solution Dimensions",
    author = "Dai, Song  and
      Yan, Yibo  and
      Su, Jiamin  and
      Dongfang, Zihao  and
      Gao, Yubo  and
      Hei, Yonghua  and
      Li, Jungang  and
      Zhang, Junyan  and
      Tao, Sicheng  and
      Gao, Zhuoran  and
      Hu, Xuming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.937/",
    doi = "10.18653/v1/2025.findings-emnlp.937",
    pages = "17290--17316",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kim-etal-2025-ko,
    title = "{K}o-{L}ong{RAG}: A {K}orean Long-Context {RAG} Benchmark Built with a Retrieval-Free Approach",
    author = "Kim, Yongil  and
      Yeen, Heuiyeen  and
      Yun, Hyeongu  and
      Lee, Jinsik",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.938/",
    doi = "10.18653/v1/2025.findings-emnlp.938",
    pages = "17317--17329",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{bush-etal-2025-choosing,
    title = "Choosing a Model, Shaping a Future: Comparing {LLM} Perspectives on Sustainability and its Relationship with {AI}",
    author = "Bush, Annika  and
      Aksoy, Meltem  and
      Pauly, Markus  and
      Ontrup, Greta",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.939/",
    doi = "10.18653/v1/2025.findings-emnlp.939",
    pages = "17330--17341",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ye-etal-2025-optimising,
    title = "Optimising Factual Consistency in Summarisation via Preference Learning from Multiple Imperfect Metrics",
    author = "Ye, Yuxuan  and
      Santos-Rodriguez, Raul  and
      Simpson, Edwin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.940/",
    doi = "10.18653/v1/2025.findings-emnlp.940",
    pages = "17342--17355",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ma-etal-2025-judging,
    title = "Judging with Many Minds: Do More Perspectives Mean Less Prejudice? On Bias Amplification and Resistance in Multi-Agent Based {LLM}-as-Judge",
    author = "Ma, Chiyu  and
      Zhang, Enpei  and
      Zhao, Yilun  and
      Liu, Wenjun  and
      Jia, Yaning  and
      Qing, Peijun  and
      Shi, Lin  and
      Cohan, Arman  and
      Yan, Yujun  and
      Vosoughi, Soroush",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.941/",
    doi = "10.18653/v1/2025.findings-emnlp.941",
    pages = "17356--17392",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sengupta-etal-2025-investigating,
    title = "Investigating the Impact of Conceptual Metaphors on {LLM}-based {NLI} through Shapley Interactions",
    author = {Sengupta, Meghdut  and
      Muschalik, Maximilian  and
      Fumagalli, Fabian  and
      Hammer, Barbara  and
      H{\"u}llermeier, Eyke  and
      Ghosh, Debanjan  and
      Wachsmuth, Henning},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.942/",
    doi = "10.18653/v1/2025.findings-emnlp.942",
    pages = "17393--17403",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{akhondzadeh-etal-2025-kurtail,
    title = "{K}ur{T}ail : Kurtosis-based {LLM} Quantization",
    author = "Akhondzadeh, Mohammad Sadegh  and
      Bojchevski, Aleksandar  and
      Eleftheriou, Evangelos  and
      Dazzi, Martino",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.943/",
    doi = "10.18653/v1/2025.findings-emnlp.943",
    pages = "17404--17419",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hu-etal-2025-viva,
    title = "{VIVA}+: Human-Centered Situational Decision-Making",
    author = "Hu, Zhe  and
      Ren, Yixiao  and
      Liu, Guanzhong  and
      Li, Jing  and
      Yin, Yu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.944/",
    doi = "10.18653/v1/2025.findings-emnlp.944",
    pages = "17420--17437",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-quantagents,
    title = "{Q}uant{A}gents: Towards Multi-agent Financial System via Simulated Trading",
    author = "Li, Xiangyu  and
      Zeng, Yawen  and
      Xing, Xiaofen  and
      Xu, Jin  and
      Xu, Xiangmin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.945/",
    doi = "10.18653/v1/2025.findings-emnlp.945",
    pages = "17438--17464",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ostrow-lopez-2025-llms,
    title = "{LLM}s Reproduce Stereotypes of Sexual and Gender Minorities",
    author = "Ostrow, Ruby  and
      Lopez, Adam",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.946/",
    doi = "10.18653/v1/2025.findings-emnlp.946",
    pages = "17465--17477",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{azime-etal-2025-accept,
    title = "Accept or Deny? Evaluating {LLM} Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches",
    author = "Azime, Israel Abebe  and
      Kanubala, Deborah D.  and
      Afonja, Tejumade  and
      Fritz, Mario  and
      Valera, Isabel  and
      Klakow, Dietrich  and
      Slusallek, Philipp",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.947/",
    doi = "10.18653/v1/2025.findings-emnlp.947",
    pages = "17478--17503",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yu-etal-2025-transfer,
    title = "Transfer-Aware Data Selection for Domain Adaptation in Text Retrieval",
    author = "Yu, Linzhu  and
      Li, Huan  and
      Chen, Ke  and
      Shou, Lidan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.948/",
    doi = "10.18653/v1/2025.findings-emnlp.948",
    pages = "17504--17519",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lajewska-etal-2025-understanding,
    title = "Understanding and Improving Information Preservation in Prompt Compression for {LLM}s",
    author = "{\L}ajewska, Weronika  and
      Hardalov, Momchil  and
      Aina, Laura  and
      Anna John, Neha  and
      Su, Hang  and
      Marquez, Lluis",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.949/",
    doi = "10.18653/v1/2025.findings-emnlp.949",
    pages = "17520--17541",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jain-vaidya-2025-benchmark,
    title = "A Benchmark for {H}indi Verb-Argument Structure Alternations",
    author = "Jain, Kanishka  and
      Vaidya, Ashwini",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.950/",
    doi = "10.18653/v1/2025.findings-emnlp.950",
    pages = "17542--17549",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{deng-etal-2025-beyond,
    title = "Beyond Binary Preferences: Semi-Online Label-Free {GRACE}-{KTO} with Group-Wise Adaptive Calibration for High-Quality Long-Text Generation",
    author = "Deng, Jingyang  and
      Chen, Ran  and
      Cheng, Jo-Ku  and
      Ma, Jinwen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.951/",
    doi = "10.18653/v1/2025.findings-emnlp.951",
    pages = "17550--17562",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{dubanowska-etal-2025-representation,
    title = "Representation-based Broad Hallucination Detectors Fail to Generalize Out of Distribution",
    author = "Dubanowska, Zuzanna  and
      {\.Z}elaszczyk, Maciej  and
      Brzozowski, Micha{\l}  and
      Mandica, Paolo  and
      Karpowicz, Michal P.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.952/",
    doi = "10.18653/v1/2025.findings-emnlp.952",
    pages = "17563--17575",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xie-etal-2025-mafmo,
    title = "{MAFMO}: Multi-modal Adaptive Fusion with Meta-template Optimization for Vision-Language Models",
    author = "Xie, Mingrui  and
      Xu, Lulu  and
      Du, Junliang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.953/",
    doi = "10.18653/v1/2025.findings-emnlp.953",
    pages = "17576--17585",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{son-etal-2025-multimodal,
    title = "Multimodal {UN}commonsense: From Odd to Ordinary and Ordinary to Odd",
    author = "Son, Yejin  and
      Kim, Saejin  and
      Min, Dongjun  and
      Yu, Youngjae",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.954/",
    doi = "10.18653/v1/2025.findings-emnlp.954",
    pages = "17586--17609",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{couto-etal-2025-analyzing,
    title = "Analyzing Gambling Addictions: A {S}panish Corpus for Understanding Pathological Behavior",
    author = "Couto, Manuel  and
      Fern{\'a}ndez-Pichel, Marcos  and
      Aragon, Mario Ezra  and
      Losada, David E.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.955/",
    doi = "10.18653/v1/2025.findings-emnlp.955",
    pages = "17610--17619",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xie-etal-2025-beyond,
    title = "Beyond Surface Alignment: Rebuilding {LLM}s Safety Mechanism via Probabilistically Ablating Refusal Direction",
    author = "Xie, Yuanbo  and
      Zhang, Yingjie  and
      Liu, Tianyun  and
      Ma, Duohe  and
      Liu, Tingwen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.956/",
    doi = "10.18653/v1/2025.findings-emnlp.956",
    pages = "17620--17632",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jin-etal-2025-distributed,
    title = "Distributed {LLM} Serving on Consumer-Grade {GPU}s by Reconciling Computation and Communication",
    author = "Jin, Lewei  and
      Zhang, Kui  and
      Chen, Yongqi  and
      Zhuoyifan  and
      Li, Renjie  and
      Gao, Yi  and
      Yang, Bowei  and
      Cai, Zhengong  and
      Dong, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.957/",
    doi = "10.18653/v1/2025.findings-emnlp.957",
    pages = "17633--17642",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xia-etal-2025-safetoolbench,
    title = "{S}afe{T}ool{B}ench: Pioneering a Prospective Benchmark to Evaluating Tool Utilization Safety in {LLM}s",
    author = "Xia, Hongfei  and
      Wang, Hongru  and
      Liu, Zeming  and
      Yu, Qian  and
      Guo, Yuhang  and
      Wang, Haifeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.958/",
    doi = "10.18653/v1/2025.findings-emnlp.958",
    pages = "17643--17660",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-sparsifying,
    title = "Sparsifying Mamba",
    author = "Wang, An  and
      Xie, Ruobing  and
      Li, Shuaipeng  and
      Sun, Xingwu  and
      Kang, Zhanhui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.959/",
    doi = "10.18653/v1/2025.findings-emnlp.959",
    pages = "17661--17667",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kim-etal-2025-beneath,
    title = "Beneath the Facade: Probing Safety Vulnerabilities in {LLM}s via Auto-Generated Jailbreak Prompts",
    author = "Kim, Heehyeon  and
      Lee, Kyeongryul  and
      Whang, Joyce Jiyoung",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.960/",
    doi = "10.18653/v1/2025.findings-emnlp.960",
    pages = "17668--17700",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-et,
    title = "{ET}-{MIER}: Entity Type-guided Key Mention Identification and Evidence Retrieval for Document-level Relation Extraction",
    author = "Li, Xin  and
      Xu, Huangming  and
      Zhang, Fu  and
      Cheng, Jingwei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.961/",
    doi = "10.18653/v1/2025.findings-emnlp.961",
    pages = "17701--17714",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhao-etal-2025-position,
    title = "Position {ID}s Matter: An Enhanced Position Layout for Efficient Context Compression in Large Language Models",
    author = "Zhao, Runsong  and
      Liu, Xin  and
      Liu, Xinyu  and
      Huang, Pengcheng  and
      Xiao, Chunyang  and
      Xiao, Tong  and
      Zhu, JingBo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.962/",
    doi = "10.18653/v1/2025.findings-emnlp.962",
    pages = "17715--17734",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{poterti-etal-2025-role,
    title = "Can Role Vectors Affect {LLM} Behaviour?",
    author = "Potert{\`i}, Daniele  and
      Seveso, Andrea  and
      Mercorio, Fabio",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.963/",
    doi = "10.18653/v1/2025.findings-emnlp.963",
    pages = "17735--17747",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{eichin-etal-2025-semantic,
    title = "Semantic Component Analysis: Introducing Multi-Topic Distributions to Clustering-Based Topic Modeling",
    author = "Eichin, Florian  and
      Schuster, Carolin M.  and
      Groh, Georg  and
      Hedderich, Michael A.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.964/",
    doi = "10.18653/v1/2025.findings-emnlp.964",
    pages = "17748--17771",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lei-etal-2025-thinkqe,
    title = "{T}hink{QE}: Query Expansion via an Evolving Thinking Process",
    author = "Lei, Yibin  and
      Shen, Tao  and
      Yates, Andrew",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.965/",
    doi = "10.18653/v1/2025.findings-emnlp.965",
    pages = "17772--17781",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-hierarchical,
    title = "Hierarchical Reward Modeling for Fault Localization in Large Code Repositories",
    author = "Zhang, Jiwei  and
      Lian, Jianxun  and
      Qin, Haiming  and
      Zhou, Mingyang  and
      Lu, KeZhong  and
      Mao, Rui  and
      Liao, Hao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.966/",
    doi = "10.18653/v1/2025.findings-emnlp.966",
    pages = "17782--17796",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{eyal-etal-2025-layer,
    title = "Layer Duplication in {LLM}s",
    author = "Eyal, Neo  and
      Dershowitz, Nachum  and
      Bar, Kfir",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.967/",
    doi = "10.18653/v1/2025.findings-emnlp.967",
    pages = "17797--17807",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhao-etal-2025-semantic,
    title = "Semantic-Aware Action Space Compression via {LLM}-{DRL} Synergy for Efficient Task-oriented Dialogue Policy Exploration",
    author = "Zhao, Yangyang  and
      Niu, Ben  and
      Tan, Yuxuan  and
      Wang, Shihan  and
      Qin, Libo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.968/",
    doi = "10.18653/v1/2025.findings-emnlp.968",
    pages = "17808--17820",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{she-etal-2025-linear,
    title = "Linear Steerability in Language Models: When It Emerges and How It Evolves",
    author = "She, Jianshu  and
      Li, Xinyue  and
      Xing, Eric P.  and
      Liu, Zhengzhong  and
      Ho, Qirong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.969/",
    doi = "10.18653/v1/2025.findings-emnlp.969",
    pages = "17821--17846",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wu-2025-comprehensive,
    title = "A Comprehensive Survey on Learning from Rewards for Large Language Models: Reward Models and Learning Strategies",
    author = "Wu, Xiaobao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.970/",
    doi = "10.18653/v1/2025.findings-emnlp.970",
    pages = "17847--17875",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{cohen-etal-2025-infact,
    title = "{I}n{F}act: Informativeness Alignment for Improved {LLM} Factuality",
    author = "Cohen, Roi  and
      Biswas, Russa  and
      de Melo, Gerard",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.971/",
    doi = "10.18653/v1/2025.findings-emnlp.971",
    pages = "17876--17888",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{dong-etal-2025-large,
    title = "Large Language Model Agents in Finance: A Survey Bridging Research, Practice, and Real-World Deployment",
    author = "Dong, Yifei  and
      Wu, Fengyi  and
      Zhang, Kunlin  and
      Dai, Yilong  and
      Zhang, Sanjian  and
      Ye, Wanghao  and
      Chen, Sihan  and
      Cheng, Zhi-Qi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.972/",
    doi = "10.18653/v1/2025.findings-emnlp.972",
    pages = "17889--17907",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{colakoglu-etal-2025-problem,
    title = "Problem Solved? Information Extraction Design Space for Layout-Rich Documents using {LLM}s",
    author = {Colakoglu, Gaye  and
      Solmaz, G{\"u}rkan  and
      F{\"u}rst, Jonathan},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.973/",
    doi = "10.18653/v1/2025.findings-emnlp.973",
    pages = "17908--17927",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-generation-augmented,
    title = "Generation-Augmented Retrieval: Rethinking the Role of Large Language Models in Zero-Shot Relation Extraction",
    author = "Li, Zehan  and
      Zhang, Fu  and
      Peng, Tianyue  and
      Liu, He  and
      Cheng, Jingwei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.974/",
    doi = "10.18653/v1/2025.findings-emnlp.974",
    pages = "17928--17941",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-following,
    title = "Following Occam{'}s Razor: Dynamic Combination of Structured Knowledge for Multi-Hop Question Answering using {LLM}s",
    author = "Chen, Wei  and
      Zheng, Zhi  and
      Zhao, Lili  and
      Hou, Huijun  and
      Xu, Tong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.975/",
    doi = "10.18653/v1/2025.findings-emnlp.975",
    pages = "17942--17956",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{luo-etal-2025-large-language-models,
    title = "Large Language Models as Reader for Bias Detection",
    author = "Luo, Xuan  and
      Li, Jing  and
      Wenzhong, Zhong  and
      Tu, Geng  and
      Xu, Ruifeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.976/",
    doi = "10.18653/v1/2025.findings-emnlp.976",
    pages = "17957--17967",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xie-etal-2025-lohrec,
    title = "{LOHR}ec: Leveraging Order and Hierarchy in Generative Sequential Recommendation",
    author = "Xie, Jiawen  and
      Wu, Haiyang  and
      Ji, Deyi  and
      Yang, Yuekui  and
      Ma, Shaoping",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.977/",
    doi = "10.18653/v1/2025.findings-emnlp.977",
    pages = "17968--17983",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{he-etal-2025-biology,
    title = "Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models",
    author = "He, Haonan  and
      Ren, Yuchen  and
      Tang, Yining  and
      Xu, Ziyang  and
      Li, Junxian  and
      Yang, Minghao  and
      Zhang, Di  and
      Dong, Yuan  and
      Chen, Tao  and
      Zhang, Shufei  and
      Li, Yuqiang  and
      Dong, Nanqing  and
      Ouyang, Wanli  and
      Zhou, Dongzhan  and
      Ye, Peng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.978/",
    doi = "10.18653/v1/2025.findings-emnlp.978",
    pages = "17984--18016",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{luo-etal-2025-assistedds,
    title = "{A}ssisted{DS}: Benchmarking How External Domain Knowledge Assists {LLM}s in Automated Data Science",
    author = "Luo, An  and
      Xian, Xun  and
      Du, Jin  and
      Tian, Fangqiao  and
      Wang, Ganghua  and
      Zhong, Ming  and
      Zhao, Shengchun  and
      Bi, Xuan  and
      Liu, Zirui  and
      Zhou, Jiawei  and
      Srinivasa, Jayanth  and
      Kundu, Ashish  and
      Fleming, Charles  and
      Hong, Mingyi  and
      Ding, Jie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.979/",
    doi = "10.18653/v1/2025.findings-emnlp.979",
    pages = "18017--18060",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{urbinati-etal-2025-sure,
    title = "Are you sure? Measuring models bias in content moderation through uncertainty",
    author = "Urbinati, Alessandra  and
      Lai, Mirko  and
      Frenda, Simona  and
      Stranisci, Marco Antonio",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.980/",
    doi = "10.18653/v1/2025.findings-emnlp.980",
    pages = "18061--18076",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{mccallum-etal-2025-fossil,
    title = "{FOSSIL}: Harnessing Feedback on Suboptimal Samples for Data-Efficient Generalisation with Imitation Learning for Embodied Vision-and-Language Tasks",
    author = "McCallum, Sabrina  and
      Parekh, Amit  and
      Suglia, Alessandro",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.981/",
    doi = "10.18653/v1/2025.findings-emnlp.981",
    pages = "18077--18101",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{gaur-etal-2025-assess,
    title = "Assess and Prompt: A Generative {RL} Framework for Improving Engagement in Online Mental Health Communities",
    author = "Gaur, Bhagesh  and
      Gupta, Karan  and
      Srivastava, Aseem  and
      Gupta, Manish  and
      Akhtar, Md Shad",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.982/",
    doi = "10.18653/v1/2025.findings-emnlp.982",
    pages = "18102--18118",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-logic-long,
    title = "Logic: Long-form Outline Generation via Imitative and Critical Self-refinement",
    author = "Liu, Hengwei  and
      Shen, Yongliang  and
      Zheng, Zhe  and
      Ma, Haoyuan  and
      Wu, Xingyu  and
      Zhang, Yin  and
      Lu, Weiming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.983/",
    doi = "10.18653/v1/2025.findings-emnlp.983",
    pages = "18119--18144",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hu-etal-2025-free,
    title = "No Free Lunch: Retrieval-Augmented Generation Undermines Fairness in {LLM}s, {E}ven for Vigilant Users",
    author = "Hu, Mengxuan  and
      Wu, Hongyi  and
      Zhu, Ronghang  and
      Guan, Zihan  and
      Guo, Dongliang  and
      Qi, Daiqing  and
      Li, Sheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.984/",
    doi = "10.18653/v1/2025.findings-emnlp.984",
    pages = "18145--18170",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ma-etal-2025-legoslm,
    title = "{L}ego{SLM}: Connecting {LLM} with Speech Encoder using {CTC} Posteriors",
    author = "Ma, Rao  and
      Chen, Tongzhou  and
      Audhkhasi, Kartik  and
      Ramabhadran, Bhuvana",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.985/",
    doi = "10.18653/v1/2025.findings-emnlp.985",
    pages = "18171--18186",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-skeleton,
    title = "Skeleton-Guided-Translation: A Benchmarking Framework for Code Repository Translation with Fine-Grained Quality Evaluation",
    author = "Zhang, Xing  and
      Wen, Jiaheng  and
      Yang, Fangkai  and
      Kang, Yu  and
      Zhao, Pu  and
      Wang, Junhao  and
      Wang, Maoquan  and
      Huang, Yufan  and
      Fu, Shengyu  and
      Nallipogu, Elsie  and
      Lin, Qingwei  and
      Dang, Yingnong  and
      Rajmohan, Saravan  and
      Zhang, Dongmei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.986/",
    doi = "10.18653/v1/2025.findings-emnlp.986",
    pages = "18187--18198",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{dong-etal-2025-parallel,
    title = "Parallel Communities Across the Surface Web and the Dark Web",
    author = "Dong, Wenchao  and
      Sundriyal, Megha  and
      Park, Seongchan  and
      Kim, Jaehong  and
      Cha, Meeyoung  and
      Chakraborty, Tanmoy  and
      Lee, Wonjae",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.987/",
    doi = "10.18653/v1/2025.findings-emnlp.987",
    pages = "18199--18218",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{toporkov-etal-2025-lemma,
    title = "Lemma Dilemma: On Lemma Generation Without Domain- or Language-Specific Training Data",
    author = "Toporkov, Olia  and
      Akbik, Alan  and
      Agerri, Rodrigo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.988/",
    doi = "10.18653/v1/2025.findings-emnlp.988",
    pages = "18219--18232",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yu-etal-2025-llmfixer,
    title = "{L}lm{F}ixer: Fix the Helpfulness of Defensive Large Language Models",
    author = "Yu, Zelong  and
      Zhang, Xiaoming  and
      Zhang, Litian  and
      Yuan, Yu  and
      Li, Chaozhuo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.989/",
    doi = "10.18653/v1/2025.findings-emnlp.989",
    pages = "18233--18247",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ma-etal-2025-universal,
    title = "Universal Acoustic Adversarial Attacks for Flexible Control of Speech-{LLM}s",
    author = "Ma, Rao  and
      Qian, Mengjie  and
      Raina, Vyas  and
      Gales, Mark  and
      Knill, Kate",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.990/",
    doi = "10.18653/v1/2025.findings-emnlp.990",
    pages = "18248--18262",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{olson-etal-2025-probing,
    title = "Probing Semantic Routing in Large Mixture-of-Expert Models",
    author = "Olson, Matthew Lyle  and
      Ratzlaff, Neale  and
      Hinck, Musashi  and
      Luo, Man  and
      Yu, Sungduk  and
      Xue, Chendi  and
      Lal, Vasudev",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.991/",
    doi = "10.18653/v1/2025.findings-emnlp.991",
    pages = "18263--18278",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tian-etal-2025-cmt,
    title = "{CMT}-Eval: A Novel {C}hinese Multi-turn Dialogue Evaluation Dataset Addressing Real-world Conversational Challenges",
    author = "Tian, Siyu  and
      Mo, Kaijie  and
      Wang, Yupei  and
      Hu, Renfen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.992/",
    doi = "10.18653/v1/2025.findings-emnlp.992",
    pages = "18279--18303",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{fang-etal-2025-lastingbench,
    title = "{L}asting{B}ench: Defend Benchmarks Against Knowledge Leakage",
    author = "Fang, Yixiong  and
      Sun, Tianran  and
      Shi, Yuling  and
      Wang, Min  and
      Gu, Xiaodong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.993/",
    doi = "10.18653/v1/2025.findings-emnlp.993",
    pages = "18304--18317",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{patel-etal-2025-learning,
    title = "Learning {API} Functionality from In-Context Demonstrations for Tool-based Agents",
    author = "Patel, Bhrij  and
      Jagmohan, Ashish  and
      Vempaty, Aditya",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.994/",
    doi = "10.18653/v1/2025.findings-emnlp.994",
    pages = "18318--18336",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ren-etal-2025-predicting,
    title = "Predicting Language Models' Success at Zero-Shot Probabilistic Prediction",
    author = "Ren, Kevin  and
      Cortes-Gomez, Santiago  and
      Pati{\~n}o, Carlos Miguel  and
      Joshi, Ananya  and
      Lyu, Ruiqi  and
      Tang, Jingjing  and
      Turcan, Alistair  and
      Yamin, Khurram  and
      Wu, Steven  and
      Wilder, Bryan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.995/",
    doi = "10.18653/v1/2025.findings-emnlp.995",
    pages = "18337--18363",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{al-lawati-etal-2025-gamic,
    title = "{GAMIC}: Graph-Aligned Molecular In-context Learning for Molecule Analysis via {LLM}s",
    author = "Al Lawati, Ali  and
      Lucas, Jason S  and
      Zhang, Zhiwei  and
      Mitra, Prasenjit  and
      Wang, Suhang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.996/",
    doi = "10.18653/v1/2025.findings-emnlp.996",
    pages = "18364--18378",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{artiaga-etal-2025-rethinking,
    title = "Rethinking Sign Language Translation: The Impact of Signer Dependence on Model Evaluation",
    author = "Artiaga, Keren  and
      Kamila, Sabyasachi  and
      Afli, Haithem  and
      Lynch, Conor  and
      Hasanuzzaman, Mohammed",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.997/",
    doi = "10.18653/v1/2025.findings-emnlp.997",
    pages = "18379--18391",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-large-language-models-identify,
    title = "Can Large Language Models Identify Implicit Suicidal Ideation? An Empirical Evaluation",
    author = "Li, Tong  and
      Yang, Shu  and
      Wu, Junchao  and
      Wei, Jiyao  and
      Hu, Lijie  and
      Li, Mengdi  and
      Wong, Derek F.  and
      Oltmanns, Joshua R.  and
      Wang, Di",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.998/",
    doi = "10.18653/v1/2025.findings-emnlp.998",
    pages = "18392--18413",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sicilia-alikhani-2025-adaptive,
    title = "Adaptive {P}latt Scaling with Causal Interpretations for Self-Reflective Language Model Uncertainty Estimates",
    author = "Sicilia, Anthony  and
      Alikhani, Malihe",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.999/",
    doi = "10.18653/v1/2025.findings-emnlp.999",
    pages = "18414--18422",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-treble,
    title = "Treble Counterfactual {VLM}s: A Causal Approach to Hallucination",
    author = "Li, Li  and
      Qu, Jiashu  and
      Song, Linxin  and
      Zhou, Yuxiao  and
      Qin, Yuehan  and
      Yang, Tiankai  and
      Zhao, Yue",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1000/",
    doi = "10.18653/v1/2025.findings-emnlp.1000",
    pages = "18423--18434",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lee-etal-2025-video,
    title = "Video-Skill-{C}o{T}: Skill-based Chain-of-Thoughts for Domain-Adaptive Video Reasoning",
    author = "Lee, Daeun  and
      Yoon, Jaehong  and
      Cho, Jaemin  and
      Bansal, Mohit",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1001/",
    doi = "10.18653/v1/2025.findings-emnlp.1001",
    pages = "18435--18449",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{pranav-etal-2025-glitter,
    title = "Glitter: A Multi-Sentence, Multi-Reference Benchmark for Gender-Fair {G}erman Machine Translation",
    author = "Pranav, A  and
      Hackenbuchner, Jani{\c{c}}a  and
      Attanasio, Giuseppe  and
      Lardelli, Manuel  and
      Lauscher, Anne",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1002/",
    doi = "10.18653/v1/2025.findings-emnlp.1002",
    pages = "18450--18477",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kabir-etal-2025-n,
    title = "From n-gram to Attention: How Model Architectures Learn and Propagate Bias in Language Modeling",
    author = "Kabir, Mohsinul  and
      Tahsin, Tasfia  and
      Ananiadou, Sophia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1003/",
    doi = "10.18653/v1/2025.findings-emnlp.1003",
    pages = "18478--18498",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{plyler-etal-2025-sentra,
    title = "{SENTRA}: Selected-Next-Token Transformer for {LLM} Text Detection",
    author = "Plyler, Mitchell  and
      Zhang, Yilun  and
      Tuzhilin, Alexander  and
      Khalifah, Saoud  and
      Tian, Sen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1004/",
    doi = "10.18653/v1/2025.findings-emnlp.1004",
    pages = "18499--18516",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kou-etal-2025-automate,
    title = "Automate Strategy Finding with {LLM} in Quant Investment",
    author = "Kou, Zhizhuo  and
      Yu, Holam  and
      Luo, Junyu  and
      Peng, Jingshu  and
      Li, Xujia  and
      Liu, Chengzhong  and
      Dai, Juntao  and
      Chen, Lei  and
      Han, Sirui  and
      Guo, Yike",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1005/",
    doi = "10.18653/v1/2025.findings-emnlp.1005",
    pages = "18517--18533",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wu-etal-2025-reasoning,
    title = "Does Reasoning Introduce Bias? A Study of Social Bias Evaluation and Mitigation in {LLM} Reasoning",
    author = "Wu, Xuyang  and
      Nian, Jinming  and
      Wei, Ting-Ruen  and
      Tao, Zhiqiang  and
      Wu, Hsin-Tai  and
      Fang, Yi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1006/",
    doi = "10.18653/v1/2025.findings-emnlp.1006",
    pages = "18534--18555",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{feng-etal-2025-mt,
    title = "{MT}-{R}eward{T}ree: A Comprehensive Framework for Advancing {LLM}-Based Machine Translation via Reward Modeling",
    author = "Feng, Zhaopeng  and
      Ren, Jiahan  and
      Su, Jiayuan  and
      Zheng, Jiamei  and
      Wang, Hongwei  and
      Liu, Zuozhu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1007/",
    doi = "10.18653/v1/2025.findings-emnlp.1007",
    pages = "18556--18567",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sivakumar-etal-2025-bias,
    title = "Bias after Prompting: Persistent Discrimination in Large Language Models",
    author = "Sivakumar, Nivedha  and
      Mackraz, Natalie  and
      Khorshidi, Samira  and
      Patel, Krishna  and
      Theobald, Barry-John  and
      Zappella, Luca  and
      Apostoloff, Nicholas",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1008/",
    doi = "10.18653/v1/2025.findings-emnlp.1008",
    pages = "18568--18593",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{gou-etal-2025-carvq,
    title = "{CARVQ}: Corrective Adaptor with Group Residual Vector Quantization for {LLM} Embedding Compression",
    author = "Gou, Dayin  and
      Byun, Sanghyun  and
      Malpeddi, Nilesh  and
      De Micheli, Gabrielle  and
      Vaste, Prathamesh  and
      Song, Jacob  and
      Chung, Woo Seong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1009/",
    doi = "10.18653/v1/2025.findings-emnlp.1009",
    pages = "18594--18604",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{fan-strube-2025-consistent,
    title = "Consistent Discourse-level Temporal Relation Extraction Using Large Language Models",
    author = "Fan, Yi  and
      Strube, Michael",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1010/",
    doi = "10.18653/v1/2025.findings-emnlp.1010",
    pages = "18605--18622",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tabassum-etal-2025-mmplanner,
    title = "{MMP}lanner: Zero-Shot Multimodal Procedural Planning with Chain-of-Thought Object State Reasoning",
    author = "Tabassum, Afrina  and
      Guo, Bin  and
      Ma, Xiyao  and
      Eldardiry, Hoda  and
      Lourentzou, Ismini",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1011/",
    doi = "10.18653/v1/2025.findings-emnlp.1011",
    pages = "18623--18639",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{troitskii-etal-2025-internal,
    title = "Internal states before wait modulate reasoning patterns",
    author = "Troitskii, Dmitrii  and
      Pal, Koyena  and
      Wendler, Chris  and
      McDougall, Callum Stuart",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1012/",
    doi = "10.18653/v1/2025.findings-emnlp.1012",
    pages = "18640--18649",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{rios-etal-2025-sparsity,
    title = "Sparsity May Be All You Need: Sparse Random Parameter Adaptation",
    author = "Rios, Jesus  and
      Dognin, Pierre  and
      Luss, Ronny  and
      Natesan Ramamurthy, Karthikeyan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1013/",
    doi = "10.18653/v1/2025.findings-emnlp.1013",
    pages = "18650--18666",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kaliosis-pavlopoulos-2025-learning,
    title = "Learning to Align: Addressing Character Frequency Distribution Shifts in Handwritten Text Recognition",
    author = "Kaliosis, Panagiotis  and
      Pavlopoulos, John",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1014/",
    doi = "10.18653/v1/2025.findings-emnlp.1014",
    pages = "18667--18684",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{feng-etal-2025-mt-r1,
    title = "{MT}-R1-Zero: Advancing {LLM}-based Machine Translation via R1-Zero-like Reinforcement Learning",
    author = "Feng, Zhaopeng  and
      Cao, Shaosheng  and
      Ren, Jiahan  and
      Su, Jiayuan  and
      Chen, Ruizhe  and
      Zhang, Yan  and
      Wu, Jian  and
      Liu, Zuozhu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1015/",
    doi = "10.18653/v1/2025.findings-emnlp.1015",
    pages = "18685--18702",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-discrete,
    title = "Discrete Minds in a Continuous World: Do Language Models Know Time Passes?",
    author = "Wang, Minghan  and
      Bai, Ye  and
      Vu, Thuy-Trang  and
      Shareghi, Ehsan  and
      Haffari, Gholamreza",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1016/",
    doi = "10.18653/v1/2025.findings-emnlp.1016",
    pages = "18703--18729",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-dltkg,
    title = "{DLTKG}: Denoising Logic-based Temporal Knowledge Graph Reasoning",
    author = "Wang, Xiaoke  and
      Zhang, Fu  and
      Cheng, Jingwei  and
      Chi, Yiwen  and
      Peng, Jiashun  and
      Ning, Yingsong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1017/",
    doi = "10.18653/v1/2025.findings-emnlp.1017",
    pages = "18730--18743",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-emo-rl,
    title = "{EMO}-{RL}: Emotion-Rule-Based Reinforcement Learning Enhanced Audio-Language Model for Generalized Speech Emotion Recognition",
    author = "Li, Pengcheng  and
      Zhao, Botao  and
      Kang, Zuheng  and
      Peng, Junqing  and
      Qu, Xiaoyang  and
      He, Yayun  and
      Wang, Jianzong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1018/",
    doi = "10.18653/v1/2025.findings-emnlp.1018",
    pages = "18744--18754",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yeen-etal-2025-manta,
    title = "{MANTA}: A Scalable Pipeline for Transmuting Massive Web Corpora into Instruction Datasets",
    author = "Yeen, Heuiyeen  and
      Hong, Seokhee  and
      Yun, Hyeongu  and
      Lee, Jinsik",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1019/",
    doi = "10.18653/v1/2025.findings-emnlp.1019",
    pages = "18755--18770",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{huang-etal-2025-fast,
    title = "Fast Quiet-{ST}a{R}: Thinking Without Thought Tokens",
    author = "Huang, Wei  and
      Xiong, Yizhe  and
      Ye, Xin  and
      Deng, Zhijie  and
      Chen, Hui  and
      Lin, Zijia  and
      Ding, Guiguang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1020/",
    doi = "10.18653/v1/2025.findings-emnlp.1020",
    pages = "18771--18781",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wen-etal-2025-lock,
    title = "Lock on Target! Precision Unlearning via Directional Control",
    author = "Wen, Yuntao  and
      Feng, Ruixiang  and
      Guo, Feng  and
      Wang, Yifan  and
      Le, Ran  and
      Song, Yang  and
      Gao, Shen  and
      Shang, Shuo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1021/",
    doi = "10.18653/v1/2025.findings-emnlp.1021",
    pages = "18782--18794",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kim-etal-2025-unirag,
    title = "{U}ni{RAG}: A Unified {RAG} Framework for Knowledge-Intensive Queries with Decomposition, Break-Down Reasoning, and Iterative Rewriting",
    author = "Kim, Gun Il  and
      Kim, Jong Wook  and
      Jang, Beakcheol",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1022/",
    doi = "10.18653/v1/2025.findings-emnlp.1022",
    pages = "18795--18810",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chang-etal-2025-one,
    title = "One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems",
    author = "Chang, Zhiyuan  and
      Li, Mingyang  and
      Jia, Xiaojun  and
      Wang, Junjie  and
      Huang, Yuekai  and
      Jiang, Ziyou  and
      Liu, Yang  and
      Wang, Qing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1023/",
    doi = "10.18653/v1/2025.findings-emnlp.1023",
    pages = "18811--18825",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ye-etal-2025-generic,
    title = "From Generic Empathy to Personalized Emotional Support: A Self-Evolution Framework for User Preference Alignment",
    author = "Ye, Jing  and
      Xiang, Lu  and
      Zhang, Yaping  and
      Zong, Chengqing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1024/",
    doi = "10.18653/v1/2025.findings-emnlp.1024",
    pages = "18826--18853",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{deng-yang-2025-maskcd,
    title = "{M}ask{CD}: Mitigating {LVLM} Hallucinations by Image Head Masked Contrastive Decoding",
    author = "Deng, Jingyuan  and
      Yang, Yujiu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1025/",
    doi = "10.18653/v1/2025.findings-emnlp.1025",
    pages = "18854--18866",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-clusterucb,
    title = "{C}luster{UCB}: Efficient Gradient-Based Data Selection for Targeted Fine-Tuning of {LLM}s",
    author = "Wang, Zige  and
      Zhu, Qi  and
      Mi, Fei  and
      Xu, Minghui  and
      Jin, Ruochun  and
      Yang, Wenjing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1026/",
    doi = "10.18653/v1/2025.findings-emnlp.1026",
    pages = "18867--18880",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jin-etal-2025-trapdoc,
    title = "{T}rap{D}oc: Deceiving {LLM} Users by Injecting Imperceptible Phantom Tokens into Documents",
    author = "Jin, Hyundong  and
      Sung, Sicheol  and
      Park, Shinwoo  and
      Baik, SeungYeop  and
      Han, Yo-Sub",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1027/",
    doi = "10.18653/v1/2025.findings-emnlp.1027",
    pages = "18881--18897",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hasanaath-etal-2025-arareasoner,
    title = "{A}ra{R}easoner: Evaluating Reasoning-Based {LLM}s for {A}rabic {NLP}",
    author = "Hasanaath, Ahmed Abul  and
      Alansari, Aisha  and
      Ashraf, Ahmed  and
      Chafik, Salmane  and
      Luqman, Hamzah  and
      Ezzini, Saad",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1028/",
    doi = "10.18653/v1/2025.findings-emnlp.1028",
    pages = "18898--18914",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{rezapour-etal-2025-tales,
    title = "Tales of Morality: Comparing Human- and {LLM}-Generated Moral Stories from Visual Cues",
    author = "Rezapour, Rezvaneh  and
      Jeoung, Sullam  and
      You, Zhiwen  and
      Diesner, Jana",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1029/",
    doi = "10.18653/v1/2025.findings-emnlp.1029",
    pages = "18915--18933",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{feng-etal-2025-airrag,
    title = "{A}ir{RAG}: Autonomous Strategic Planning and Reasoning Steer Retrieval Augmented Generation",
    author = "Feng, Wenfeng  and
      Hao, Chuzhan  and
      Zhang, Yuewei  and
      Jiang, Guochao  and
      Song, Jingyi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1030/",
    doi = "10.18653/v1/2025.findings-emnlp.1030",
    pages = "18934--18953",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{safarzadeh-etal-2025-evaluating,
    title = "Evaluating {NL}2{SQL} via {SQL}2{NL}",
    author = "Safarzadeh, Mohammadtaher  and
      Oroojlooy, Afshin  and
      Roth, Dan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1031/",
    doi = "10.18653/v1/2025.findings-emnlp.1031",
    pages = "18954--18968",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ma-etal-2025-db,
    title = "{DB}-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-{SQL}",
    author = "Ma, Haoyuan  and
      Shen, Yongliang  and
      Liu, Hengwei  and
      Zhang, Wenqi  and
      Xu, Haolei  and
      Peng, Qiuying  and
      Wang, Jun  and
      Lu, Weiming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1032/",
    doi = "10.18653/v1/2025.findings-emnlp.1032",
    pages = "18969--18979",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-bert-like,
    title = "Do {BERT}-Like Bidirectional Models Still Perform Better on Text Classification in the Era of {LLM}s?",
    author = "Zhang, Junyan  and
      Huang, Yiming  and
      Liu, Shuliang  and
      Gao, Yubo  and
      Hu, Xuming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1033/",
    doi = "10.18653/v1/2025.findings-emnlp.1033",
    pages = "18980--18989",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-divide,
    title = "Divide, Optimize, Merge: Scalable Fine-Grained Generative Optimization for {LLM} Agents",
    author = "Liu, Jiale  and
      Zeng, Yifan  and
      Zhang, Shaokun  and
      Zhang, Chi  and
      H{\o}jmark-Bertelsen, Malte  and
      Gadeberg, Marie Normann  and
      Wang, Huazheng  and
      Wu, Qingyun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1034/",
    doi = "10.18653/v1/2025.findings-emnlp.1034",
    pages = "18990--19012",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kulkarni-etal-2025-evaluating,
    title = "Evaluating Evaluation Metrics {--} The Mirage of Hallucination Detection",
    author = "Kulkarni, Atharva  and
      Zhang, Yuan  and
      Moniz, Joel Ruben Antony  and
      Ge, Xiou  and
      Tseng, Bo-Hsiang  and
      Piraviperumal, Dhivya  and
      Swayamdipta, Swabha  and
      Yu, Hong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1035/",
    doi = "10.18653/v1/2025.findings-emnlp.1035",
    pages = "19013--19032",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xu-etal-2025-progress,
    title = "The Progress Illusion: Revisiting meta-evaluation standards of {LLM} evaluators",
    author = "Xu, Tianruo Rose  and
      Gaur, Vedant  and
      Leqi, Liu  and
      Goyal, Tanya",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1036/",
    doi = "10.18653/v1/2025.findings-emnlp.1036",
    pages = "19033--19043",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{qi-etal-2025-midpo,
    title = "{M}id{PO}: Dual Preference Optimization for Safety and Helpfulness in Large Language Models via a Mixture of Experts Framework",
    author = "Qi, Yupeng  and
      Lyu, Ziyu  and
      Yang, Min  and
      Wang, Yanlin  and
      Bai, Lu  and
      Cui, Lixin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1037/",
    doi = "10.18653/v1/2025.findings-emnlp.1037",
    pages = "19044--19066",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hong-etal-2025-kmmlu,
    title = "From {KMMLU}-Redux to Pro: A Professional {K}orean Benchmark Suite for {LLM} Evaluation",
    author = "Hong, Seokhee  and
      Kim, Sunkyoung  and
      Son, Guijin  and
      Kim, Soyeon  and
      Hong, Yeonjung  and
      Lee, Jinsik",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1038/",
    doi = "10.18653/v1/2025.findings-emnlp.1038",
    pages = "19067--19096",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhao-etal-2025-realbench,
    title = "{R}eal{B}ench: A {C}hinese Multi-image Understanding Benchmark Close to Real-world Scenarios",
    author = "Zhao, Fei  and
      Lu, Chengqiang  and
      Shen, Yufan  and
      Wang, Qimeng  and
      Qian, Yicheng  and
      Zhang, Haoxin  and
      Gao, Yan  and
      Yiwu  and
      Hu, Yao  and
      Wu, Zhen  and
      Xing, Shangyu  and
      Dai, Xinyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1039/",
    doi = "10.18653/v1/2025.findings-emnlp.1039",
    pages = "19097--19115",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sim-etal-2025-better,
    title = "The More, The Better? A Critical Study of Multimodal Context in Radiology Report Summarization",
    author = "Sim, Mong Yuan  and
      Zhang, Wei Emma  and
      Dai, Xiang  and
      Fang, Biaoyan  and
      Ranjitkar, Sarbin  and
      Burlakoti, Arjun  and
      Taylor, Jamie  and
      Zhuang, Haojie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1040/",
    doi = "10.18653/v1/2025.findings-emnlp.1040",
    pages = "19116--19131",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{borana-etal-2025-localizing,
    title = "Localizing Malicious Outputs from {C}ode{LLM}",
    author = "Borana, Mayukh  and
      Liang, Junyi  and
      Rajan, Sai Sathiesh  and
      Chattopadhyay, Sudipta",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1041/",
    doi = "10.18653/v1/2025.findings-emnlp.1041",
    pages = "19132--19143",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-knowing,
    title = "Knowing More, Acting Better: Hierarchical Representation for Embodied Decision-Making",
    author = "Zhang, Chunhui  and
      Ouyang, Zhongyu  and
      Diao, Xingjian  and
      Liu, Zheyuan  and
      Vosoughi, Soroush",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1042/",
    doi = "10.18653/v1/2025.findings-emnlp.1042",
    pages = "19144--19155",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{oh-etal-2025-culture,
    title = "Culture is Everywhere: A Call for Intentionally Cultural Evaluation",
    author = "Oh, Juhyun  and
      Cha, Inha  and
      Saxon, Michael  and
      Lim, Hyunseung  and
      Bhatt, Shaily  and
      Oh, Alice",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1043/",
    doi = "10.18653/v1/2025.findings-emnlp.1043",
    pages = "19156--19168",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{elghazaly-etal-2025-fairness,
    title = "Fairness in Automatic Speech Recognition Isn{'}t a One-Size-Fits-All",
    author = "ElGhazaly, Hend  and
      Mirheidari, Bahman  and
      Christensen, Heidi  and
      Moosavi, Nafise Sadat",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1044/",
    doi = "10.18653/v1/2025.findings-emnlp.1044",
    pages = "19169--19178",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{oh-etal-2025-uncovering,
    title = "Uncovering Factor-Level Preference to Improve Human-Model Alignment",
    author = "Oh, Juhyun  and
      Kim, Eunsu  and
      Kim, Jiseon  and
      Xu, Wenda  and
      Cha, Inha  and
      Wang, William Yang  and
      Oh, Alice",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1045/",
    doi = "10.18653/v1/2025.findings-emnlp.1045",
    pages = "19179--19203",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-adaptive-preference,
    title = "Adaptive Preference Optimization with Uncertainty-aware Utility Anchor",
    author = "Wang, Xiaobo  and
      Jia, Zixia  and
      Li, Jiaqi  and
      Liu, Qi  and
      Zheng, Zilong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1046/",
    doi = "10.18653/v1/2025.findings-emnlp.1046",
    pages = "19204--19225",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{gabouj-etal-2025-grad,
    title = "{GRAD}: Generative Retrieval-Aligned Demonstration Sampler for Efficient Few-Shot Reasoning",
    author = "Gabouj, Oussama  and
      Charaf, Kamel  and
      Zakazov, Ivan  and
      Baldwin, Nicolas  and
      West, Robert",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1047/",
    doi = "10.18653/v1/2025.findings-emnlp.1047",
    pages = "19226--19244",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yq-etal-2025-iotmigrator,
    title = "{I}o{TM}igrator: {LLM}-driven Embedded {I}o{T} Code Migration across Different {OS}es for Cloud-device Integration",
    author = "Yq  and
      Gong, Kaijie  and
      Gao, Yi  and
      Wang, Hao  and
      Dong, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1048/",
    doi = "10.18653/v1/2025.findings-emnlp.1048",
    pages = "19245--19257",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-clueanchor,
    title = "{C}lue{A}nchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation",
    author = "Chen, Hao  and
      Yan, Yukun  and
      Mei, Sen  and
      Che, Wanxiang  and
      Liu, Zhenghao  and
      Shi, Qi  and
      Li, Xinze  and
      Fan, Yuchun  and
      Huang, Pengcheng  and
      Xiong, Qiushi  and
      Liu, Zhiyuan  and
      Sun, Maosong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1049/",
    doi = "10.18653/v1/2025.findings-emnlp.1049",
    pages = "19258--19278",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{al-azher-etal-2025-bagels,
    title = "{BAGELS}: Benchmarking the Automated Generation and Extraction of Limitations from Scholarly Text",
    author = "Al Azher, Ibrahim  and
      Mokarrama, Miftahul Jannat  and
      Guo, Zhishuai  and
      Choudhury, Sagnik Ray  and
      Alhoori, Hamed",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1050/",
    doi = "10.18653/v1/2025.findings-emnlp.1050",
    pages = "19279--19294",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xu-etal-2025-dense,
    title = "Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings",
    author = "Xu, Liyan  and
      Su, Zhenlin  and
      Yu, Mo  and
      Li, Jiangnan  and
      Meng, Fandong  and
      Zhou, Jie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1051/",
    doi = "10.18653/v1/2025.findings-emnlp.1051",
    pages = "19295--19305",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kim-etal-2025-generation,
    title = "Over-Generation and Compaction: A Prompting Strategy for Procedural Text Adaptation with Large Language Models",
    author = "Kim, Hyeongsik  and
      Xu, Yanheng  and
      Dong, Chaoqun  and
      Du, Fei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1052/",
    doi = "10.18653/v1/2025.findings-emnlp.1052",
    pages = "19306--19337",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{knafou-etal-2025-transbert,
    title = "{T}rans{BERT}: A Framework for Synthetic Translation in Domain-Specific Language Modeling",
    author = {Knafou, Julien  and
      Mottin, Luc  and
      Mottaz, Ana{\"i}s  and
      Flament, Alexandre  and
      Ruch, Patrick},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1053/",
    doi = "10.18653/v1/2025.findings-emnlp.1053",
    pages = "19338--19354",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{oh-oh-2025-beyond,
    title = "Beyond Fixed-Length Calibration for Post-Training Compression of {LLM}s",
    author = "Oh, Jaehoon  and
      Oh, Dokwan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1054/",
    doi = "10.18653/v1/2025.findings-emnlp.1054",
    pages = "19355--19366",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{han-etal-2025-attributes,
    title = "Attributes as Textual Genes: Leveraging {LLM}s as Genetic Algorithm Simulators for Conditional Synthetic Data Generation",
    author = "Han, Guangzeng  and
      Liu, Weisi  and
      Huang, Xiaolei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1055/",
    doi = "10.18653/v1/2025.findings-emnlp.1055",
    pages = "19367--19389",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sterz-etal-2025-recover,
    title = "{R}e{C}o{V}e{R} the Target Language: Language Steering without Sacrificing Task Performance",
    author = "Sterz, Hannah  and
      Schmidt, Fabian David  and
      Glava{\v{s}}, Goran  and
      Vuli{\'c}, Ivan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1056/",
    doi = "10.18653/v1/2025.findings-emnlp.1056",
    pages = "19390--19405",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jubair-etal-2025-lc,
    title = "{LC}-Eval: A Bilingual Multi-Task Evaluation Benchmark for Long-Context Understanding",
    author = "Jubair, Sheikh  and
      Omayrah, Arwa  and
      Alshammari, Amal  and
      Althnian, Alhanoof  and
      Alothaimen, Abdulhamed  and
      Alzahrani, Norah A.  and
      Alzaidi, Shahad D.  and
      Al-Twairesh, Nora  and
      Al-Thubaity, Abdulmohsen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1057/",
    doi = "10.18653/v1/2025.findings-emnlp.1057",
    pages = "19406--19439",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wysoczanska-etal-2025-ovfact,
    title = "{OVF}act: Measuring and Improving Open-Vocabulary Factuality for Long Caption Models",
    author = "Wysocza{\'n}ska, Monika  and
      Buch, Shyamal  and
      Arnab, Anurag  and
      Schmid, Cordelia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1058/",
    doi = "10.18653/v1/2025.findings-emnlp.1058",
    pages = "19440--19457",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-grpo,
    title = "{GRPO}-Guided Modality Selection Enhanced {L}o{RA}-Tuned {LLM}s for Multimodal Emotion Recognition",
    author = "Chen, Yang  and
      Yang, Shuwan  and
      Xiang, Yan  and
      Song, Ran  and
      Huang, Yuxin  and
      Yu, Zhengtao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1059/",
    doi = "10.18653/v1/2025.findings-emnlp.1059",
    pages = "19458--19471",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wen-etal-2025-defending,
    title = "Defending against Indirect Prompt Injection by Instruction Detection",
    author = "Wen, Tongyu  and
      Wang, Chenglong  and
      Yang, Xiyuan  and
      Tang, Haoyu  and
      Xie, Yueqi  and
      Lyu, Lingjuan  and
      Dou, Zhicheng  and
      Wu, Fangzhao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1060/",
    doi = "10.18653/v1/2025.findings-emnlp.1060",
    pages = "19472--19487",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{song-etal-2025-mug-eval,
    title = "{MUG}-Eval: A Proxy Evaluation Framework for Multilingual Generation Capabilities in Any Language",
    author = "Song, Seyoung  and
      Jeong, Seogyeong  and
      Kim, Eunsu  and
      Jin, Jiho  and
      Kim, Dongkwan  and
      Shin, Jay  and
      Oh, Alice",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1061/",
    doi = "10.18653/v1/2025.findings-emnlp.1061",
    pages = "19488--19514",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{choi-etal-2025-cac,
    title = "{CAC}-{C}o{T}: Connector-Aware Compact Chain-of-Thought for Efficient Reasoning Data Synthesis Across Dual-System Cognitive Tasks",
    author = "Choi, Sunguk  and
      Kwon, Yonghoon  and
      Lee, Heondeuk",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1062/",
    doi = "10.18653/v1/2025.findings-emnlp.1062",
    pages = "19515--19530",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{cho-etal-2025-versatility,
    title = "On the Versatility of Sparse Autoencoders for In-Context Learning",
    author = "Cho, Ikhyun  and
      Kwon, Gaeul  and
      Hockenmaier, Julia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1063/",
    doi = "10.18653/v1/2025.findings-emnlp.1063",
    pages = "19531--19538",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{levy-etal-2025-documents,
    title = "More Documents, Same Length: Isolating the Challenge of Multiple Documents in {RAG}",
    author = "Levy, Shahar  and
      Mazor, Nir  and
      Shalmon, Lihi  and
      Hassid, Michael  and
      Stanovsky, Gabriel",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1064/",
    doi = "10.18653/v1/2025.findings-emnlp.1064",
    pages = "19539--19547",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{huber-niklaus-2025-clear,
    title = "{CLEAR}: A Comprehensive Linguistic Evaluation of Argument Rewriting by Large Language Models",
    author = "Huber, Thomas  and
      Niklaus, Christina",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1065/",
    doi = "10.18653/v1/2025.findings-emnlp.1065",
    pages = "19548--19568",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xiang-etal-2025-alrphfs,
    title = "{ALRPHFS}: Adversarially Learned Risk Patterns with Hierarchical Fast {\&} Slow Reasoning for Robust Agent Defense",
    author = "Xiang, Shiyu  and
      Zhang, Tong  and
      Chen, Ronghao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1066/",
    doi = "10.18653/v1/2025.findings-emnlp.1066",
    pages = "19569--19587",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kim-etal-2025-stop,
    title = "Stop Playing the Guessing Game! Evaluating Conversational Recommender Systems via Target-free User Simulation",
    author = "Kim, SungHwan  and
      Seo, Kwangwook  and
      Kim, Tongyoung  and
      Yeo, Jinyoung  and
      Lee, Dongha",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1067/",
    doi = "10.18653/v1/2025.findings-emnlp.1067",
    pages = "19588--19605",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{shaki-etal-2025-context,
    title = "Out-of-Context Reasoning in Large Language Models",
    author = "Shaki, Jonathan  and
      La Malfa, Emanuele  and
      Wooldridge, Michael J.  and
      Kraus, Sarit",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1068/",
    doi = "10.18653/v1/2025.findings-emnlp.1068",
    pages = "19606--19615",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{baik-etal-2025-codecomplex,
    title = "{C}ode{C}omplex: Dataset for Worst-Case Time Complexity Prediction",
    author = "Baik, SeungYeop  and
      Hahn, Joonghyuk  and
      Kim, Jungin  and
      Aditi  and
      Jeon, Mingi  and
      Han, Yo-Sub  and
      Ko, Sang-Ki",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1069/",
    doi = "10.18653/v1/2025.findings-emnlp.1069",
    pages = "19616--19638",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lin-etal-2025-weak2wise,
    title = "{W}eak2{W}ise: An Automated, Lightweight Framework for Weak-{LLM}-Friendly Reasoning Synthesis",
    author = "Lin, Jianing  and
      Guo, Yuanfang  and
      Liu, Shunning  and
      Liu, Zeming  and
      Wang, Yunhong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1070/",
    doi = "10.18653/v1/2025.findings-emnlp.1070",
    pages = "19639--19657",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ambilduke-etal-2025-tower,
    title = "From Tower to Spire: Adding the Speech Modality to a Translation-Specialist {LLM}",
    author = "Ambilduke, Kshitij  and
      Peters, Ben  and
      Sannigrahi, Sonal  and
      Keshwani, Anil  and
      Lam, Tsz Kin  and
      Martins, Bruno  and
      Martins, Andre  and
      Zanon Boito, Marcely",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1071/",
    doi = "10.18653/v1/2025.findings-emnlp.1071",
    pages = "19658--19673",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jang-etal-2025-llm,
    title = "{LLM} Agents at the Roundtable: A Multi-Perspective and Dialectical Reasoning Framework for Essay Scoring",
    author = "Jang, Jinhee  and
      Moon, Ayoung  and
      Jung, Minkyoung  and
      Kim, YoungBin  and
      Lee, Seung Jin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1072/",
    doi = "10.18653/v1/2025.findings-emnlp.1072",
    pages = "19674--19687",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-deepnote,
    title = "{D}eep{N}ote: Note-Centric Deep Retrieval-Augmented Generation",
    author = "Wang, Ruobing  and
      Zhao, Qingfei  and
      Yan, Yukun  and
      Zha, Daren  and
      Chen, Yuxuan  and
      Yu, Shi  and
      Liu, Zhenghao  and
      Wang, Yixuan  and
      Wang, Shuo  and
      Han, Xu  and
      Liu, Zhiyuan  and
      Sun, Maosong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1073/",
    doi = "10.18653/v1/2025.findings-emnlp.1073",
    pages = "19688--19715",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{aastik-etal-2025-normal,
    title = "{N}orm{AL} {L}o{RA}: What is the perfect size?",
    author = "Aastik  and
      Topu, Meghana  and
      Kulkarni, Chinmay  and
      Sahu, Pragya Paramita",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1074/",
    doi = "10.18653/v1/2025.findings-emnlp.1074",
    pages = "19716--19731",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{singh-etal-2025-inclusive,
    title = "Inclusive Leadership in the Age of {AI}: A Dataset and Comparative Study of {LLM}s vs. Real-Life Leaders in Workplace Action Planning",
    author = "Singh, Vindhya  and
      Schulte im Walde, Sabine  and
      Keplinger, Ksenia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1075/",
    doi = "10.18653/v1/2025.findings-emnlp.1075",
    pages = "19732--19753",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{gu-etal-2025-token,
    title = "Token Preference Optimization with Self-Calibrated Visual-Anchored Rewards for Hallucination Mitigation",
    author = "Gu, Jihao  and
      Wang, Yingyao  and
      Cao, Meng  and
      Bu, Pi  and
      Song, Jun  and
      Zheng, Bo  and
      He, Yancheng  and
      Li, Shilong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1076/",
    doi = "10.18653/v1/2025.findings-emnlp.1076",
    pages = "19754--19767",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{joglekar-etal-2025-ez,
    title = "{EZ}-{VC}: Easy Zero-shot Any-to-Any Voice Conversion",
    author = "Joglekar, Advait  and
      Singh, Divyanshu  and
      Bhatia, Rooshil Rohit  and
      Umesh, Srinivasan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1077/",
    doi = "10.18653/v1/2025.findings-emnlp.1077",
    pages = "19768--19774",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{moon-etal-2025-length,
    title = "Length Representations in Large Language Models",
    author = "Moon, Sangjun  and
      Choi, Dasom  and
      Kwon, Jingun  and
      Kamigaito, Hidetaka  and
      Okumura, Manabu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1078/",
    doi = "10.18653/v1/2025.findings-emnlp.1078",
    pages = "19775--19793",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-multilingpot,
    title = "{M}ulti{L}ing{P}o{T}: Boosting Mathematical Reasoning in {LLM}s through Multilingual Program Integration",
    author = "Li, Nianqi  and
      Liang, Zujie  and
      Yuan, Siyu  and
      Liang, Jiaqing  and
      Wei, Feng  and
      Xiao, Yanghua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1079/",
    doi = "10.18653/v1/2025.findings-emnlp.1079",
    pages = "19794--19811",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sommerauer-etal-2025-simulating,
    title = "Simulating Identity, Propagating Bias: Abstraction and Stereotypes in {LLM}-Generated Text",
    author = "Sommerauer, Pia  and
      Rambelli, Giulia  and
      Caselli, Tommaso",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1080/",
    doi = "10.18653/v1/2025.findings-emnlp.1080",
    pages = "19812--19831",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ding-etal-2025-lvlms,
    title = "Do {LVLM}s Know What They Know? A Systematic Study of Knowledge Boundary Perception in {LVLM}s",
    author = "Ding, Zhikai  and
      Ni, Shiyu  and
      Bi, Keping",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1081/",
    doi = "10.18653/v1/2025.findings-emnlp.1081",
    pages = "19832--19848",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{maskey-etal-2025-benchmarking,
    title = "Benchmarking Large Language Models for Cryptanalysis and Side-Channel Vulnerabilities",
    author = "Maskey, Utsav  and
      Zhu, Chencheng  and
      Naseem, Usman",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1082/",
    doi = "10.18653/v1/2025.findings-emnlp.1082",
    pages = "19849--19865",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{singh-etal-2025-mtabvqa,
    title = "{MT}ab{VQA}: Evaluating Multi-Tabular Reasoning of Language Models in Visual Space",
    author = "Singh, Anshul  and
      Biemann, Chris  and
      Strich, Jan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1083/",
    doi = "10.18653/v1/2025.findings-emnlp.1083",
    pages = "19866--19891",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-turnbench,
    title = "{T}urn{B}ench-{MS}: A Benchmark for Evaluating Multi-Turn, Multi-Step Reasoning in Large Language Models",
    author = "Zhang, Yiran  and
      Wang, Mo  and
      Li, Xiaoyang  and
      Ren, Kaixuan  and
      Zhu, Chencheng  and
      Naseem, Usman",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1084/",
    doi = "10.18653/v1/2025.findings-emnlp.1084",
    pages = "19892--19924",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hwang-etal-2025-assessing,
    title = "Assessing {LLM} Reasoning Steps via Principal Knowledge Grounding",
    author = "Hwang, Hyeon  and
      Cho, Yewon  and
      Yoon, Chanwoong  and
      Park, Yein  and
      Song, Minju  and
      Lee, Kyungjae  and
      Kim, Gangwoo  and
      Kang, Jaewoo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1085/",
    doi = "10.18653/v1/2025.findings-emnlp.1085",
    pages = "19925--19948",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{mirza-etal-2025-stratified,
    title = "Stratified Selective Sampling for Instruction Tuning with Dedicated Scoring Strategy",
    author = {Mirza, Paramita  and
      Weber, Lucas  and
      K{\"u}ch, Fabian},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1086/",
    doi = "10.18653/v1/2025.findings-emnlp.1086",
    pages = "19949--19974",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{niu-etal-2025-cotd,
    title = "{C}o{TD}-{PO}: Chain-of-Thought Distillation with Preference Optimization",
    author = "Niu, Lujie  and
      Sun, Haochen  and
      Zhao, Fangkun  and
      Chen, Sheng  and
      Bai, Zimeng  and
      Zhang, Jiawei  and
      Yuan, Caixia  and
      Wang, Xiaojie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1087/",
    doi = "10.18653/v1/2025.findings-emnlp.1087",
    pages = "19975--19986",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xing-etal-2025-intelligent,
    title = "Intelligent Document Parsing: Towards End-to-end Document Parsing via Decoupled Content Parsing and Layout Grounding",
    author = "Xing, Hangdi  and
      Gao, Feiyu  and
      Zheng, Qi  and
      Zhu, Zhaoqing  and
      Shao, Zirui  and
      Yan, Ming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1088/",
    doi = "10.18653/v1/2025.findings-emnlp.1088",
    pages = "19987--19998",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-feel,
    title = "Feel the Difference? A Comparative Analysis of Emotional Arcs in Real and {LLM}-Generated {CBT} Sessions",
    author = "Wang, Xiaoyi  and
      Zhang, Jiwei  and
      Zhang, Guangtao  and
      Guo, Honglei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1089/",
    doi = "10.18653/v1/2025.findings-emnlp.1089",
    pages = "19999--20017",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{song-etal-2025-beyond-single,
    title = "Beyond Single-User Dialogue: Assessing Multi-User Dialogue State Tracking Capabilities of Large Language Models",
    author = "Song, Sangmin  and
      Choi, Juhwan  and
      Yun, JungMin  and
      Kim, YoungBin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1090/",
    doi = "10.18653/v1/2025.findings-emnlp.1090",
    pages = "20018--20029",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{testa-etal-2025-one,
    title = "All-in-one: Understanding and Generation in Multimodal Reasoning with the {MAIA} Benchmark",
    author = "Testa, Davide  and
      Bonetta, Giovanni  and
      Bernardi, Raffaella  and
      Bondielli, Alessandro  and
      Lenci, Alessandro  and
      Miaschi, Alessio  and
      Passaro, Lucia  and
      Magnini, Bernardo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1091/",
    doi = "10.18653/v1/2025.findings-emnlp.1091",
    pages = "20030--20050",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{momente-etal-2025-triangulating,
    title = "Triangulating {LLM} Progress through Benchmarks, Games, and Cognitive Tests",
    author = "Moment{\`e}, Filippo  and
      Suglia, Alessandro  and
      Giulianelli, Mario  and
      Ferrari, Ambra  and
      Koller, Alexander  and
      Lemon, Oliver  and
      Schlangen, David  and
      Fern{\'a}ndez, Raquel  and
      Bernardi, Raffaella",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1092/",
    doi = "10.18653/v1/2025.findings-emnlp.1092",
    pages = "20051--20072",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{munne-etal-2025-entity,
    title = "Entity Profile Generation and Reasoning with {LLM}s for Entity Alignment",
    author = "Munne, Rumana Ferdous  and
      Rahman, Md Mostafizur  and
      Matsumoto, Yuji",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1093/",
    doi = "10.18653/v1/2025.findings-emnlp.1093",
    pages = "20073--20086",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kirstein-etal-2025-frame,
    title = "Re-{FRAME} the Meeting Summarization {SCOPE}: Fact-Based Summarization and Personalization via Questions",
    author = "Kirstein, Frederic  and
      Kumar, Sonu  and
      Ruas, Terry  and
      Gipp, Bela",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1094/",
    doi = "10.18653/v1/2025.findings-emnlp.1094",
    pages = "20087--20137",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-attack,
    title = "Attack as Defense: Safeguarding Large Vision-Language Models from Jailbreaking by Adversarial Attacks",
    author = "Li, Chongxin  and
      Wang, Hanzhang  and
      Fang, Yuchun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1095/",
    doi = "10.18653/v1/2025.findings-emnlp.1095",
    pages = "20138--20152",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yang-etal-2025-emphasising,
    title = "Emphasising Structured Information: Integrating {A}bstract {M}eaning {R}epresentation into {LLM}s for Enhanced Open-Domain Dialogue Evaluation",
    author = "Yang, Bohao  and
      Zhao, Kun  and
      Liu, Dong  and
      Tang, Chen  and
      Zhan, Liang  and
      Lin, Chenghua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1096/",
    doi = "10.18653/v1/2025.findings-emnlp.1096",
    pages = "20153--20169",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-differentiated,
    title = "Differentiated Vision: Unveiling Entity-Specific Visual Modality Requirements for Multimodal Knowledge Graph",
    author = "Liu, Minghang  and
      Shen, Yinghan  and
      Huang, Zihe  and
      Wang, Yuanzhuo  and
      Jiang, Xuhui  and
      Shen, Huawei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1097/",
    doi = "10.18653/v1/2025.findings-emnlp.1097",
    pages = "20170--20183",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-post,
    title = "Post Persona Alignment for Multi-Session Dialogue Generation",
    author = "Chen, Yi-Pei  and
      Nishida, Noriki  and
      Nakayama, Hideki  and
      Matsumoto, Yuji",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1098/",
    doi = "10.18653/v1/2025.findings-emnlp.1098",
    pages = "20184--20192",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kulkarni-etal-2025-massive,
    title = "{MASSIVE}-Agents: A Benchmark for Multilingual Function-Calling in 52 Languages",
    author = "Kulkarni, Mayank  and
      Mazzia, Vittorio  and
      Gaspers, Judith  and
      Hench, Chris  and
      FitzGerald, Jack",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1099/",
    doi = "10.18653/v1/2025.findings-emnlp.1099",
    pages = "20193--20215",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yang-etal-2025-crafting,
    title = "Crafting Customisable Characters with {LLM}s: A Persona-Driven Role-Playing Agent Framework",
    author = "Yang, Bohao  and
      Liu, Dong  and
      Xiao, Chenghao  and
      Zhao, Kun  and
      Tang, Chen  and
      Li, Chao  and
      Yuan, Lin  and
      Guang, Yang  and
      Lin, Chenghua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1100/",
    doi = "10.18653/v1/2025.findings-emnlp.1100",
    pages = "20216--20240",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{dey-etal-2025-llms,
    title = "Can {LLM}s Express Personality Across Cultures? Introducing {C}ultural{P}ersonas for Evaluating Trait Alignment",
    author = "Dey, Priyanka  and
      Bothra, Aayush  and
      Khanter, Yugal  and
      Zhao, Jieyu  and
      Ferrara, Emilio",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1101/",
    doi = "10.18653/v1/2025.findings-emnlp.1101",
    pages = "20241--20262",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-exploring,
    title = "Exploring the Hidden Reasoning Process of Large Language Models by Misleading Them",
    author = "Chen, Guanyu  and
      Wang, Peiyang  and
      Jiang, Yizhou  and
      Liu, Yuqian  and
      Zhao, Chujie  and
      Fang, Ying  and
      Zhang, Tianren  and
      Chen, Feng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1102/",
    doi = "10.18653/v1/2025.findings-emnlp.1102",
    pages = "20263--20278",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{qi-etal-2025-models,
    title = "When Models Reason in Your Language: Controlling Thinking Language Comes at the Cost of Accuracy",
    author = "Qi, Jirui  and
      Chen, Shan  and
      Xiong, Zidi  and
      Fern{\'a}ndez, Raquel  and
      Bitterman, Danielle  and
      Bisazza, Arianna",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1103/",
    doi = "10.18653/v1/2025.findings-emnlp.1103",
    pages = "20279--20296",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-role-model-confidence,
    title = "The Role of Model Confidence on Bias Effects in Measured Uncertainties for Vision-Language Models",
    author = "Liu, Xinyi  and
      Wang, Weiguang  and
      He, Hangfeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1104/",
    doi = "10.18653/v1/2025.findings-emnlp.1104",
    pages = "20297--20313",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{vasquez-etal-2025-gattention,
    title = "{GA}ttention: Gated Attention for the Detection of Abusive Language",
    author = "V{\'a}squez, Horacio Jarqu{\'i}n  and
      Escalante, Hugo Jair  and
      Montes, Manuel  and
      Aragon, Mario Ezra",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1105/",
    doi = "10.18653/v1/2025.findings-emnlp.1105",
    pages = "20314--20329",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{luo-etal-2025-towards,
    title = "Towards Low-Resource Alignment to Diverse Perspectives with Sparse Feedback",
    author = "Luo, Chu Fei  and
      Dahan, Samuel  and
      Zhu, Xiaodan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1106/",
    doi = "10.18653/v1/2025.findings-emnlp.1106",
    pages = "20330--20339",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{seo-kwon-2025-protoxtm,
    title = "{P}roto{XTM}: Cross-Lingual Topic Modeling with Document-Level Prototype-based Contrastive Learning",
    author = "Seo, Seung-Won  and
      Kwon, Soon-Sun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1107/",
    doi = "10.18653/v1/2025.findings-emnlp.1107",
    pages = "20340--20354",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-one,
    title = "One More Question is Enough, Expert Question Decomposition ({EQD}) Model for Domain Quantitative Reasoning",
    author = "Wang, Mengyu  and
      Sabanis, Sotirios  and
      de Carvalho, Miguel  and
      Cohen, Shay B  and
      Ma, Tiejun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1108/",
    doi = "10.18653/v1/2025.findings-emnlp.1108",
    pages = "20355--20369",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{seleznyov-etal-2025-punctuation,
    title = "When Punctuation Matters: A Large-Scale Comparison of Prompt Robustness Methods for {LLM}s",
    author = "Seleznyov, Mikhail  and
      Chaichuk, Mikhail  and
      Ershov, Gleb  and
      Panchenko, Alexander  and
      Tutubalina, Elena  and
      Somov, Oleg",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1109/",
    doi = "10.18653/v1/2025.findings-emnlp.1109",
    pages = "20370--20385",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xu-etal-2025-rar2,
    title = "{RAR}$^2$: Retrieval-Augmented Medical Reasoning via Thought-Driven Retrieval",
    author = "Xu, Kaishuai  and
      Hou, Wenjun  and
      Cheng, Yi  and
      Li, Wenjie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1110/",
    doi = "10.18653/v1/2025.findings-emnlp.1110",
    pages = "20386--20396",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-security,
    title = "The Security Threat of Compressed Projectors in Large Vision-Language Models",
    author = "Zhang, Yudong  and
      Xie, Ruobing  and
      Sun, Xingwu  and
      Chen, Jiansheng  and
      Kang, Zhanhui  and
      Wang, Di  and
      Wang, Yu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1111/",
    doi = "10.18653/v1/2025.findings-emnlp.1111",
    pages = "20397--20407",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{guimaraes-etal-2025-narratex,
    title = "{N}arrat{EX} Dataset: Explaining the Dominant Narratives in News Texts",
    author = "Guimar{\~a}es, Nuno  and
      Silvano, Purifica{\c{c}}{\~a}o  and
      Campos, Ricardo  and
      Jorge, Alipio  and
      Pacheco, Ana Filipa  and
      Dimitrov, Dimitar Iliyanov  and
      Nikolaidis, Nikolaos  and
      Yangarber, Roman  and
      Sartori, Elisa  and
      Stefanovitch, Nicolas  and
      Nakov, Preslav  and
      Piskorski, Jakub  and
      Da San Martino, Giovanni",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1112/",
    doi = "10.18653/v1/2025.findings-emnlp.1112",
    pages = "20408--20434",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{khalifa-etal-2025-radical,
    title = "Radical Allomorphy: Phonological Surface Forms without Phonology",
    author = "Khalifa, Salam  and
      Habash, Nizar  and
      Rambow, Owen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1113/",
    doi = "10.18653/v1/2025.findings-emnlp.1113",
    pages = "20435--20441",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{petre-vlad-etal-2025-model,
    title = "Model Calibration for Emotion Detection",
    author = "Petre-Vlad, Mihaela  and
      Caragea, Cornelia  and
      Hristea, Florentina",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1114/",
    doi = "10.18653/v1/2025.findings-emnlp.1114",
    pages = "20442--20457",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{mudryi-laba-2025-benchmark,
    title = "From Benchmark to Better Embeddings: Leveraging Synonym Substitution to Enhance Multimodal Models in {U}krainian",
    author = "Mudryi, Volodymyr  and
      Laba, Yurii",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1115/",
    doi = "10.18653/v1/2025.findings-emnlp.1115",
    pages = "20458--20468",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tighidet-etal-2025-context,
    title = "Context Copying Modulation: The Role of Entropy Neurons in Managing Parametric and Contextual Knowledge Conflicts",
    author = "Tighidet, Zineddine  and
      Mogini, Andrea  and
      Ben younes, Hedi  and
      Mei, Jiali  and
      Gallinari, Patrick  and
      Piwowarski, Benjamin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1116/",
    doi = "10.18653/v1/2025.findings-emnlp.1116",
    pages = "20469--20481",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ji-etal-2025-generalizable,
    title = "A Generalizable Rhetorical Strategy Annotation Model Using {LLM}-based Debate Simulation and Labelling",
    author = "Ji, Shiyu  and
      Hashemi, Farnoosh  and
      Chen, Joice  and
      Pan, Juanwen  and
      Ma, Weicheng  and
      Zhang, Hefan  and
      Pan, Sophia  and
      Cheng, Ming  and
      Mohole, Shubham  and
      Hassanpour, Saeed  and
      Vosoughi, Soroush  and
      Macy, Michael",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1117/",
    doi = "10.18653/v1/2025.findings-emnlp.1117",
    pages = "20482--20503",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-secdecoding,
    title = "{S}ec{D}ecoding: Steerable Decoding for Safer {LLM} Generation",
    author = "Wang, Jiayou  and
      Liu, Rundong  and
      Hu, Yue  and
      Wu, Huijia  and
      He, Zhaofeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1118/",
    doi = "10.18653/v1/2025.findings-emnlp.1118",
    pages = "20504--20521",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-genuine,
    title = "{GENUINE}: Graph Enhanced Multi-level Uncertainty Estimation for Large Language Models",
    author = "Wang, Tuo  and
      Kulkarni, Adithya  and
      Cody, Tyler  and
      Beling, Peter A.  and
      Yan, Yujun  and
      Zhou, Dawei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1119/",
    doi = "10.18653/v1/2025.findings-emnlp.1119",
    pages = "20522--20541",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{garg-etal-2025-revieweval,
    title = "{R}eview{E}val: An Evaluation Framework for {AI}-Generated Reviews",
    author = "Garg, Madhav Krishan  and
      Prasad, Tejash  and
      Singhal, Tanmay  and
      Kirtani, Chhavi  and
      Mandal, Murari  and
      Kumar, Dhruv",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1120/",
    doi = "10.18653/v1/2025.findings-emnlp.1120",
    pages = "20542--20564",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{belde-etal-2025-overcoming,
    title = "Overcoming Black-box Attack Inefficiency with Hybrid and Dynamic Select Algorithms",
    author = "Belde, Abhinay Shankar  and
      Ramkumar, Rohit  and
      Rusert, Jonathan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1121/",
    doi = "10.18653/v1/2025.findings-emnlp.1121",
    pages = "20565--20598",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sternberg-etal-2025-gmslm,
    title = "{G}m{SLM} : Generative Marmoset Spoken Language Modeling",
    author = "Sternberg, Talia  and
      London, Michael  and
      Omer, David  and
      Adi, Yossi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1122/",
    doi = "10.18653/v1/2025.findings-emnlp.1122",
    pages = "20599--20618",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{dineen-etal-2025-qa,
    title = "{QA}{-}{LIGN}: Aligning {LLM}s through Constitutionally Decomposed {QA}",
    author = "Dineen, Jacob  and
      Rrv, Aswin  and
      Liu, Qin  and
      Xu, Zhikun  and
      Ye, Xiao  and
      Shen, Ming  and
      Li, Zhaonan  and
      Lu, Shijie  and
      Baral, Chitta  and
      Chen, Muhao  and
      Zhou, Ben",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1123/",
    doi = "10.18653/v1/2025.findings-emnlp.1123",
    pages = "20619--20642",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{schilcher-etal-2025-characterizing,
    title = "Characterizing Positional Bias in Large Language Models: A Multi-Model Evaluation of Prompt Order Effects",
    author = {Schilcher, Patrick  and
      Karasin, Dominik  and
      Sch{\"o}pf, Michael  and
      Saleh, Haisam  and
      Tommasel, Antonela  and
      Schedl, Markus},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1124/",
    doi = "10.18653/v1/2025.findings-emnlp.1124",
    pages = "20643--20664",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{soh-etal-2025-use,
    title = "You Only Use Reactive Attention Slice When Retrieving From Long Context",
    author = "Soh, Yun Joon  and
      Huang, Hanxian  and
      Tian, Yuandong  and
      Zhao, Jishen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1125/",
    doi = "10.18653/v1/2025.findings-emnlp.1125",
    pages = "20665--20686",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lin-etal-2025-fine,
    title = "Fine-Tuned Thoughts: Leveraging Chain-of-Thought Reasoning for Industrial Asset Health Monitoring",
    author = "Lin, Shuxin  and
      Patel, Dhaval C  and
      Constantinides, Christodoulos",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1126/",
    doi = "10.18653/v1/2025.findings-emnlp.1126",
    pages = "20687--20700",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tang-etal-2025-covipal,
    title = "{C}o{V}i{PAL}: Layer-wise Contextualized Visual Token Pruning for Large Vision-Language Models",
    author = "Tang, Zicong  and
      Ma, Ziyang  and
      Wang, Suqing  and
      Li, Zuchao  and
      Zhang, Lefei  and
      Zhao, Hai  and
      Li, Yun  and
      Wang, Qianren",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1127/",
    doi = "10.18653/v1/2025.findings-emnlp.1127",
    pages = "20701--20714",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kruse-etal-2025-large,
    title = "Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction",
    author = "Kruse, Maya  and
      Hu, Shiyue  and
      Derby, Nicholas  and
      Wu, Yifu  and
      Stonbraker, Samantha  and
      Yao, Bingsheng  and
      Wang, Dakuo  and
      Goldberg, Elizabeth M.  and
      Gao, Yanjun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1128/",
    doi = "10.18653/v1/2025.findings-emnlp.1128",
    pages = "20715--20735",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ebing-etal-2025-transalign,
    title = "{T}rans{A}lign: Machine Translation Encoders are Strong Word Aligners, Too",
    author = "Ebing, Benedikt  and
      Goldschmied, Christian  and
      Glava{\v{s}}, Goran",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1129/",
    doi = "10.18653/v1/2025.findings-emnlp.1129",
    pages = "20736--20749",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{fu-etal-2025-pruning,
    title = "Pruning Weights but Not Truth: Safeguarding Truthfulness While Pruning {LLM}s",
    author = "Fu, Yao  and
      Li, Runchao  and
      Long, Xianxuan  and
      Yu, Haotian  and
      Han, Xiaotian  and
      Yin, Yu  and
      Li, Pan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1130/",
    doi = "10.18653/v1/2025.findings-emnlp.1130",
    pages = "20750--20768",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-augment,
    title = "Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion",
    author = "Liu, Yujian  and
      Ji, Jiabao  and
      Yu, Tong  and
      Rossi, Ryan A.  and
      Kim, Sungchul  and
      Zhao, Handong  and
      Sinha, Ritwik  and
      Zhang, Yang  and
      Chang, Shiyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1131/",
    doi = "10.18653/v1/2025.findings-emnlp.1131",
    pages = "20769--20786",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{papakonstantinou-etal-2025-evaluating,
    title = "Evaluating Large Language Models for Belief Inference: Mapping Belief Networks at Scale",
    author = "Papakonstantinou, Trisevgeni  and
      Zhiteneva, Antonina  and
      Ma, Ana Yutong  and
      Powell, Derek  and
      Horne, Zachary",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1132/",
    doi = "10.18653/v1/2025.findings-emnlp.1132",
    pages = "20787--20795",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jabbar-etal-2025-distinguishing,
    title = "Distinguishing fair from unfair compositional generalization tasks",
    author = "Jabbar, Ahmad  and
      Condoravdi, Cleo  and
      Potts, Christopher",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1133/",
    doi = "10.18653/v1/2025.findings-emnlp.1133",
    pages = "20796--20807",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-sa,
    title = "{SA}-{CLIP}: Language Guided Image Spatial and Action Feature Learning",
    author = "Li, Guanlin  and
      Shao, Wenhao  and
      Rajapaksha, Praboda  and
      Crespi, Noel",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1134/",
    doi = "10.18653/v1/2025.findings-emnlp.1134",
    pages = "20808--20814",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{el-etal-2025-inefficiencies,
    title = "Inefficiencies of Meta Agents for Agent Design",
    author = "El, Batu  and
      Yuksekgonul, Mert  and
      Zou, James",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1135/",
    doi = "10.18653/v1/2025.findings-emnlp.1135",
    pages = "20815--20824",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-scoder,
    title = "{SC}oder: Progressive Self-Distillation for Bootstrapping Small-Scale Data Synthesizers to Empower Code {LLM}s",
    author = "Zhang, Xinyu  and
      Zhou, Changzhi  and
      Hu, Linmei  and
      Zhang, Luhao  and
      Chen, Xiancai  and
      Fu, Haomin  and
      Yang, Yang  and
      Zhang, Mengdi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1136/",
    doi = "10.18653/v1/2025.findings-emnlp.1136",
    pages = "20825--20841",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{elgaar-amiri-2025-linguistically,
    title = "Linguistically-Controlled Paraphrase Generation",
    author = "Elgaar, Mohamed  and
      Amiri, Hadi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1137/",
    doi = "10.18653/v1/2025.findings-emnlp.1137",
    pages = "20842--20864",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-lawcat,
    title = "{LAWCAT}: Efficient Distillation from Quadratic to Linear Attention with Convolution across Tokens for Long Context Modeling",
    author = "Liu, Zeyu  and
      Kundu, Souvik  and
      Jiang, Lianghao  and
      Li, Anni  and
      Ronanki, Srikanth  and
      Bodapati, Sravan Babu  and
      Datta, Gourav  and
      Beerel, Peter Anthony",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1138/",
    doi = "10.18653/v1/2025.findings-emnlp.1138",
    pages = "20865--20881",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{pan-etal-2025-analyzing,
    title = "Analyzing Dialectical Biases in {LLM}s for Knowledge and Reasoning Benchmarks",
    author = "Pan, Eileen  and
      Choi, Anna Seo Gyeong  and
      Ter Hoeve, Maartje  and
      Seto, Skyler  and
      Koenecke, Allison",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1139/",
    doi = "10.18653/v1/2025.findings-emnlp.1139",
    pages = "20882--20893",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{qiu-etal-2025-treebon,
    title = "{T}ree{B}o{N}: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling",
    author = "Qiu, Jiahao  and
      Lu, Yifu  and
      Zeng, Yifan  and
      Guo, Jiacheng  and
      Geng, Jiayi  and
      Zhu, Chenhao  and
      Juan, Xinzhe  and
      Yang, Ling  and
      Wang, Huazheng  and
      Huang, Kaixuan  and
      Wu, Yue  and
      Wang, Mengdi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1140/",
    doi = "10.18653/v1/2025.findings-emnlp.1140",
    pages = "20894--20917",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{nayak-etal-2025-culturalframes,
    title = "{C}ultural{F}rames: Assessing Cultural Expectation Alignment in Text-to-Image Models and Evaluation Metrics",
    author = "Nayak, Shravan  and
      Bhatia, Mehar  and
      Zhang, Xiaofeng  and
      Rieser, Verena  and
      Hendricks, Lisa Anne  and
      Steenkiste, Sjoerd Van  and
      Goyal, Yash  and
      Stanczak, Karolina  and
      Agrawal, Aishwarya",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1141/",
    doi = "10.18653/v1/2025.findings-emnlp.1141",
    pages = "20918--20953",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tan-etal-2025-decoupled,
    title = "Decoupled Proxy Alignment: Mitigating Language Prior Conflict for Multimodal Alignment in {MLLM}s",
    author = "Tan, Chenkun  and
      Wang, Pengyu  and
      Zhou, Shaojun  and
      Jiang, Botian  and
      Li, Zhaowei  and
      Zhang, Dong  and
      Wang, Xinghao  and
      Zhou, Yaqian  and
      Qiu, Xipeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1142/",
    doi = "10.18653/v1/2025.findings-emnlp.1142",
    pages = "20954--20970",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{park-etal-2025-riemannian,
    title = "{R}iemannian Optimization for {L}o{RA} on the Stiefel Manifold",
    author = "Park, JuneYoung  and
      Kang, Minjae  and
      Lee, Seongbae  and
      Lee, Haegang  and
      Kim, Seongwan  and
      Lee, Jaeho",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1143/",
    doi = "10.18653/v1/2025.findings-emnlp.1143",
    pages = "20971--20985",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{bn-etal-2025-real,
    title = "How Real Are Synthetic Therapy Conversations? Evaluating Fidelity in Prolonged Exposure Dialogues",
    author = "Bn, Suhas  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 = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1144/",
    doi = "10.18653/v1/2025.findings-emnlp.1144",
    pages = "20986--20995",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{dey-etal-2025-large,
    title = "Large Language Models for Controllable Multi-property Multi-objective Molecule Optimization",
    author = "Dey, Vishal  and
      Hu, Xiao  and
      Ning, Xia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1145/",
    doi = "10.18653/v1/2025.findings-emnlp.1145",
    pages = "20996--21023",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kambhatla-etal-2025-measuring,
    title = "Measuring Lexical Diversity of Synthetic Data Generated through Fine-Grained Persona Prompting",
    author = "Kambhatla, Gauri  and
      Shaib, Chantal  and
      Govindarajan, Venkata S",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1146/",
    doi = "10.18653/v1/2025.findings-emnlp.1146",
    pages = "21024--21033",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-beyond-function,
    title = "Beyond Function-Level Search: Repository-Aware Dual-Encoder Code Retrieval with Adversarial Verification",
    author = "Liu, Aofan  and
      Shiyuan, Song  and
      Li, Haoxuan  and
      Yang, Cehao  and
      Qi, Yiyan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1147/",
    doi = "10.18653/v1/2025.findings-emnlp.1147",
    pages = "21034--21049",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liang-etal-2025-watermark,
    title = "Watermark under Fire: A Robustness Evaluation of {LLM} Watermarking",
    author = "Liang, Jiacheng  and
      Wang, Zian  and
      Hong, Spencer  and
      Ji, Shouling  and
      Wang, Ting",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1148/",
    doi = "10.18653/v1/2025.findings-emnlp.1148",
    pages = "21050--21074",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hu-etal-2025-pepe,
    title = "{PEPE}: Long-context Extension for Large Language Models via Periodic Extrapolation Positional Encodings",
    author = "Hu, Jikun  and
      Guo, Dongsheng  and
      Liu, Yuli  and
      Ai, Qingyao  and
      Wang, Lixuan  and
      Sun, Xuebing  and
      Zhang, Qilei  and
      Zhou, Quan  and
      Luo, Cheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1149/",
    doi = "10.18653/v1/2025.findings-emnlp.1149",
    pages = "21075--21085",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{huang-hadfi-2025-beyond,
    title = "Beyond Self-Reports: Multi-Observer Agents for Personality Assessment in Large Language Models",
    author = "Huang, Yin Jou  and
      Hadfi, Rafik",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1150/",
    doi = "10.18653/v1/2025.findings-emnlp.1150",
    pages = "21086--21101",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ju-etal-2025-controlled,
    title = "Controlled Retrieval-augmented Context Evaluation for Long-form {RAG}",
    author = "Ju, Jia-Huei  and
      Verberne, Suzan  and
      de Rijke, Maarten  and
      Yates, Andrew",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1151/",
    doi = "10.18653/v1/2025.findings-emnlp.1151",
    pages = "21102--21121",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-humanitys,
    title = "Humanity{'}s Last Code Exam: Can Advanced {LLM}s Conquer Human{'}s Hardest Code Competition?",
    author = "Li, Xiangyang  and
      Li, Xiaopeng  and
      Dong, Kuicai  and
      Zhangquanhu  and
      Ruan, Rongju  and
      Dai, Xinyi  and
      Wang, Yasheng  and
      Tang, Ruiming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1152/",
    doi = "10.18653/v1/2025.findings-emnlp.1152",
    pages = "21122--21137",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kallini-etal-2025-false,
    title = "False {F}riends Are Not Foes: Investigating Vocabulary Overlap in Multilingual Language Models",
    author = "Kallini, Julie  and
      Jurafsky, Dan  and
      Potts, Christopher  and
      Bartelds, Martijn",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1153/",
    doi = "10.18653/v1/2025.findings-emnlp.1153",
    pages = "21138--21154",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zuo-etal-2025-rule,
    title = "Rule-Guided Extraction: A Hierarchical Rule Optimization Framework for Document-Level Event Argument Extraction",
    author = "Zuo, Yue  and
      Fei, Yuxiao  and
      Ning, Wanting  and
      Huang, Jiayi  and
      Feng, Yubo  and
      Li, Lishuang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1154/",
    doi = "10.18653/v1/2025.findings-emnlp.1154",
    pages = "21155--21171",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-sopl,
    title = "{SOPL}: A Sequential Optimal Learning Approach to Automated Prompt Engineering in Large Language Models",
    author = "Wang, Shuyang  and
      Moazeni, Somayeh  and
      Klabjan, Diego",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1155/",
    doi = "10.18653/v1/2025.findings-emnlp.1155",
    pages = "21172--21185",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-clip,
    title = "{CLIP}-{UP}: A Simple and Efficient Mixture-of-Experts {CLIP} Training Recipe with Sparse Upcycling",
    author = "Wang, Xinze  and
      Chen, Chen  and
      Yang, Yinfei  and
      Chen, Hong-You  and
      Zhang, Bowen  and
      Pal, Aditya  and
      Zhu, Xiangxin  and
      Du, Xianzhi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1156/",
    doi = "10.18653/v1/2025.findings-emnlp.1156",
    pages = "21186--21200",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{qu-etal-2025-category,
    title = "A Category-Theoretic Approach to Neural-Symbolic Task Planning with Bidirectional Search",
    author = "Qu, Shuhui  and
      Wang, Jie  and
      Law, Kincho",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1157/",
    doi = "10.18653/v1/2025.findings-emnlp.1157",
    pages = "21201--21225",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chakraborty-etal-2025-heal,
    title = "{HEAL}: An Empirical Study on Hallucinations in Embodied Agents Driven by Large Language Models",
    author = "Chakraborty, Trishna  and
      Ghosh, Udita  and
      Zhang, Xiaopan  and
      Niloy, Fahim Faisal  and
      Dong, Yue  and
      Li, Jiachen  and
      Roy-Chowdhury, Amit  and
      Song, Chengyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1158/",
    doi = "10.18653/v1/2025.findings-emnlp.1158",
    pages = "21226--21243",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sanayei-etal-2025-llms,
    title = "Can {LLM}s Judge Debates? Evaluating Non-Linear Reasoning via Argumentation Theory Semantics",
    author = "Sanayei, Reza  and
      Vesic, Srdjan  and
      Blanco, Eduardo  and
      Surdeanu, Mihai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1159/",
    doi = "10.18653/v1/2025.findings-emnlp.1159",
    pages = "21244--21262",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{long-etal-2025-jailbreak,
    title = "How Jailbreak Defenses Work and Ensemble? A Mechanistic Investigation",
    author = "Long, Zhuohan  and
      Wang, Siyuan  and
      Liu, Shujun  and
      Lai, Yuhang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1160/",
    doi = "10.18653/v1/2025.findings-emnlp.1160",
    pages = "21263--21290",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-visual,
    title = "Visual Self-Refinement for Autoregressive Models",
    author = "Wang, Jiamian  and
      Zhou, Ziqi  and
      Mummadi, Chaithanya Kumar  and
      Dianat, Sohail  and
      Rabbani, Majid  and
      Rao, Raghuveer  and
      Qiu, Chen  and
      Tao, Zhiqiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1161/",
    doi = "10.18653/v1/2025.findings-emnlp.1161",
    pages = "21291--21300",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yang-etal-2025-retrieval,
    title = "Retrieval-Augmented Language Models are Mimetic Theorem Provers",
    author = "Yang, Wenjie  and
      Huang, Ruiyuan  and
      Guo, Jiaxing  and
      Lyu, Zicheng  and
      Xu, Tongshan  and
      Zhang, Shengzhong  and
      Du, Lun  and
      Zheng, Da  and
      Huang, Zengfeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1162/",
    doi = "10.18653/v1/2025.findings-emnlp.1162",
    pages = "21301--21313",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yu-etal-2025-lore,
    title = "{LORE}: Continual Logit Rewriting Fosters Faithful Generation",
    author = "Yu, Charles  and
      Wang, Qingyun  and
      Hu, Yuting  and
      Xiong, Jinjun  and
      Ji, Heng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1163/",
    doi = "10.18653/v1/2025.findings-emnlp.1163",
    pages = "21314--21328",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kim-etal-2025-principles,
    title = "{PRINCIPLES}: Synthetic Strategy Memory for Proactive Dialogue Agents",
    author = "Kim, Namyoung  and
      Ong, Kai Tzu-iunn  and
      Hwang, Yeonjun  and
      Kang, Minseok  and
      Jihn, Iiseo  and
      Kim, Gayoung  and
      Kim, Minju  and
      Yeo, Jinyoung",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1164/",
    doi = "10.18653/v1/2025.findings-emnlp.1164",
    pages = "21329--21368",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{pham-etal-2025-slm,
    title = "{SLM}-Bench: A Comprehensive Benchmark of Small Language Models on Environmental Impacts",
    author = "Pham, Nghiem Thanh  and
      Kieu, Tung  and
      Nguyen, Duc Manh  and
      Xuan, Son Ha  and
      Duong-Trung, Nghia  and
      Le-Phuoc, Danh",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1165/",
    doi = "10.18653/v1/2025.findings-emnlp.1165",
    pages = "21369--21392",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-decoupled,
    title = "A Decoupled Multi-Agent Framework for Complex Text Style Transfer",
    author = "Zhang, Lingxi  and
      Chuang, Yu-Neng  and
      Wang, Guanchu  and
      Tang, Ruixiang  and
      Cai, Xuanting  and
      Shenoy, Rajesh  and
      Hu, Xia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1166/",
    doi = "10.18653/v1/2025.findings-emnlp.1166",
    pages = "21393--21403",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{choi-etal-2025-mamba,
    title = "Mamba Drafters for Speculative Decoding",
    author = "Choi, Daewon  and
      Oh, Seunghyuk  and
      Dingliwal, Saket  and
      Tack, Jihoon  and
      Kim, Kyuyoung  and
      Song, Woomin  and
      Kim, Seojin  and
      Han, Insu  and
      Shin, Jinwoo  and
      Galstyan, Aram  and
      Katiyar, Shubham  and
      Bodapati, Sravan Babu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1167/",
    doi = "10.18653/v1/2025.findings-emnlp.1167",
    pages = "21404--21418",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-longllava,
    title = "{L}ong{LL}a{VA}: Scaling Multi-modal {LLM}s to 1000 Images Efficiently via a Hybrid Architecture",
    author = "Wang, Xidong  and
      Song, Dingjie  and
      Chen, Shunian  and
      Chen, Junying  and
      Cai, Zhenyang  and
      Zhang, Chen  and
      Sun, Lichao  and
      Wang, Benyou",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1168/",
    doi = "10.18653/v1/2025.findings-emnlp.1168",
    pages = "21419--21436",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{choi-etal-2025-think,
    title = "Think Clearly: Improving Reasoning via Redundant Token Pruning",
    author = "Choi, Daewon  and
      Lee, Jimin  and
      Tack, Jihoon  and
      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 = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1169/",
    doi = "10.18653/v1/2025.findings-emnlp.1169",
    pages = "21437--21451",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zerong-etal-2025-systematic,
    title = "A Systematic Survey of Claim Verification: Corpora, Systems, and Case Studies",
    author = "Zerong, Zhaxi  and
      Li, Chenxi  and
      Liu, Xinyi  and
      Chen, Ju-hui  and
      Xia, Fei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1170/",
    doi = "10.18653/v1/2025.findings-emnlp.1170",
    pages = "21452--21474",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-automated-creativity,
    title = "Automated Creativity Evaluation for Large Language Models: A Reference-Based Approach",
    author = "Li, Ruizhe  and
      Zhu, Chiwei  and
      Xu, Benfeng  and
      Wang, Xiaorui  and
      Mao, Zhendong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1171/",
    doi = "10.18653/v1/2025.findings-emnlp.1171",
    pages = "21475--21488",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tan-etal-2025-langprobe,
    title = "{L}ang{P}ro{B}e: a Language Program Benchmark",
    author = "Tan, Shangyin  and
      A Agrawal, Lakshya  and
      Singhvi, Arnav  and
      Lai, Liheng  and
      Ryan, Michael J  and
      Klein, Dan  and
      Khattab, Omar  and
      Sen, Koushik  and
      Zaharia, Matei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1172/",
    doi = "10.18653/v1/2025.findings-emnlp.1172",
    pages = "21489--21509",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{luo-etal-2025-exploring,
    title = "Exploring and Detecting Self-disclosure in Multi-modal posts on {C}hinese Social Media",
    author = "Luo, Jingbao  and
      Liu, Ming  and
      Huo, Aoli  and
      Hu, Fujing  and
      Li, Gang  and
      Njust, Wupeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1173/",
    doi = "10.18653/v1/2025.findings-emnlp.1173",
    pages = "21510--21527",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ha-etal-2025-mv,
    title = "{MV}-{CLAM}: Multi-View Molecular Interpretation with Cross-Modal Projection via Language Model",
    author = "Ha, Sumin  and
      Kim, Jun Hyeong  and
      Piao, Yinhua  and
      Cho, Changyun  and
      Kim, Sun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1174/",
    doi = "10.18653/v1/2025.findings-emnlp.1174",
    pages = "21528--21549",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{pauli-etal-2025-mind,
    title = "Mind the Style Gap: Meta-Evaluation of Style and Attribute Transfer Metrics",
    author = "Pauli, Amalie Brogaard  and
      Augenstein, Isabelle  and
      Assent, Ira",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1175/",
    doi = "10.18653/v1/2025.findings-emnlp.1175",
    pages = "21550--21564",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chandna-etal-2025-extremeaigc,
    title = "{E}xtreme{AIGC}: Benchmarking {LMM} Vulnerability to {AI}-Generated Extremist Content",
    author = "Chandna, Bhavik  and
      Aboujenane, Mariam  and
      Naseem, Usman",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1176/",
    doi = "10.18653/v1/2025.findings-emnlp.1176",
    pages = "21565--21579",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{micallef-etal-2025-data,
    title = "Data Augmentation for {M}altese {NLP} using Transliterated and Machine Translated {A}rabic Data",
    author = "Micallef, Kurt  and
      Habash, Nizar  and
      Borg, Claudia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1177/",
    doi = "10.18653/v1/2025.findings-emnlp.1177",
    pages = "21580--21590",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-chu-2025-llms,
    title = "Do {LLM}s Align Human Values Regarding Social Biases? Judging and Explaining Social Biases with {LLM}s",
    author = "Liu, Yang  and
      Chu, Chenhui",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1178/",
    doi = "10.18653/v1/2025.findings-emnlp.1178",
    pages = "21591--21628",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kim-hwang-2025-coex,
    title = "{C}o{E}x {--} Co-evolving World-model and Exploration",
    author = "Kim, Minsoo  and
      Hwang, Seung-won",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1179/",
    doi = "10.18653/v1/2025.findings-emnlp.1179",
    pages = "21629--21651",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{duan-etal-2025-brainloc,
    title = "{B}rain{L}oc: Brain Signal-Based Object Detection with Multi-modal Alignment",
    author = "Duan, Jiaqi  and
      Yang, Xiaoda  and
      Luan, Kaixuan  and
      Qiu, Hongshun  and
      Yan, Weicai  and
      Zhang, Xueyi  and
      Zhang, Youliang  and
      Li, Zhaoyang  and
      Huang, Donglin  and
      Lu, JunYu  and
      Jiang, Ziyue  and
      Yang, Xifeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1180/",
    doi = "10.18653/v1/2025.findings-emnlp.1180",
    pages = "21652--21662",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wangning-etal-2025-pvtnl,
    title = "{PVTNL}: Prompting Vision Transformers with Natural Language for Generalizable Person Re-identification",
    author = "Wangning  and
      Xie, Lei  and
      Lu, Sanglu  and
      Gan, Shiwei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1181/",
    doi = "10.18653/v1/2025.findings-emnlp.1181",
    pages = "21663--21674",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{heo-etal-2025-ringformer,
    title = "{R}ing{F}ormer: Rethinking Recurrent Transformer with Adaptive Level Signals",
    author = "Heo, Jaemu  and
      Fozilov, Eldor  and
      Song, Hyunmin  and
      Kim, Taehwan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1182/",
    doi = "10.18653/v1/2025.findings-emnlp.1182",
    pages = "21675--21686",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-trisprompt,
    title = "{T}ri{SP}rompt: A Hierarchical Soft Prompt Model for Multimodal Rumor Detection with Incomplete Modalities",
    author = "Chen, Jiajun  and
      Wu, Yangyang  and
      Miao, Xiaoye  and
      Zhu, Mengying  and
      Xi, Meng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1183/",
    doi = "10.18653/v1/2025.findings-emnlp.1183",
    pages = "21687--21699",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhou-etal-2025-evaluating,
    title = "Evaluating Uncertainty Quantification Methods in Argumentative Large Language Models",
    author = "Zhou, Kevin  and
      Dejl, Adam  and
      Freedman, Gabriel  and
      Chen, Lihu  and
      Rago, Antonio  and
      Toni, Francesca",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1184/",
    doi = "10.18653/v1/2025.findings-emnlp.1184",
    pages = "21700--21711",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ou-etal-2025-claimcheck,
    title = "{CLAIMCHECK}: How Grounded are {LLM} Critiques of Scientific Papers?",
    author = "Ou, Jiefu  and
      Walden, William  and
      Sanders, Kate  and
      Jiang, Zhengping  and
      Sun, Kaiser  and
      Cheng, Jeffrey  and
      Jurayj, William  and
      Wanner, Miriam  and
      Liang, Shaobo  and
      Morgan, Candice  and
      Han, Seunghoon  and
      Wang, Weiqi  and
      May, Chandler  and
      Recknor, Hannah  and
      Khashabi, Daniel  and
      Van Durme, Benjamin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1185/",
    doi = "10.18653/v1/2025.findings-emnlp.1185",
    pages = "21712--21735",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{huang-etal-2025-noise,
    title = "From Noise to Clarity: Filtering Real and {LLM}-Generated Samples for Enhanced Intent Detection",
    author = "Huang, Junbao  and
      Li, Weizhen  and
      Huang, Peijie  and
      Xu, Yuhong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1186/",
    doi = "10.18653/v1/2025.findings-emnlp.1186",
    pages = "21736--21746",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{joshi-etal-2025-improving,
    title = "Improving Language Model Personas via Rationalization with Psychological Scaffolds",
    author = "Joshi, Brihi  and
      Ren, Xiang  and
      Swayamdipta, Swabha  and
      Koncel-Kedziorski, Rik  and
      Paek, Tim",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1187/",
    doi = "10.18653/v1/2025.findings-emnlp.1187",
    pages = "21747--21770",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-kbm,
    title = "{KBM}: Delineating Knowledge Boundary for Adaptive Retrieval in Large Language Models",
    author = "Zhang, Zhen  and
      Wang, Xinyu  and
      Jiang, Yong  and
      Qiao, Zile  and
      Chen, Zhuo  and
      Li, Guangyu  and
      Mu, Feiteng  and
      Hu, Mengting  and
      Xie, Pengjun  and
      Huang, Fei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1188/",
    doi = "10.18653/v1/2025.findings-emnlp.1188",
    pages = "21771--21782",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{choudhury-etal-2025-tabard,
    title = "{TABARD}: A Novel Benchmark for Tabular Anomaly Analysis, Reasoning and Detection",
    author = "Choudhury, Manan Roy  and
      Iyengar, Anirudh Iyengar Kaniyar Narayana  and
      Siingh, Shikhhar  and
      Puranam, Sugeeth  and
      Gupta, Vivek",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1189/",
    doi = "10.18653/v1/2025.findings-emnlp.1189",
    pages = "21783--21817",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-aspect,
    title = "Aspect-based Sentiment Analysis via Synthetic Image Generation",
    author = "Chen, Ge  and
      Wang, Zhongqing  and
      Zhou, Guodong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1190/",
    doi = "10.18653/v1/2025.findings-emnlp.1190",
    pages = "21818--21829",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tan-etal-2025-intrex,
    title = "{I}ntr{E}x: A Dataset for Modeling Engagement in Educational Conversations",
    author = "Tan, Xingwei  and
      Parvatham, Mahathi  and
      Gambi, Chiara  and
      Pergola, Gabriele",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1191/",
    doi = "10.18653/v1/2025.findings-emnlp.1191",
    pages = "21830--21845",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhu-etal-2025-bridging,
    title = "Bridging the Capability Gap: Joint Alignment Tuning for Harmonizing {LLM}-based Multi-Agent Systems",
    author = "Zhu, Minghang  and
      Shi, Zhengliang  and
      Xu, Zhiwei  and
      Wu, Shiguang  and
      Wang, Lingjie  and
      Ren, Pengjie  and
      Ren, Zhaochun  and
      Chen, Zhumin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1192/",
    doi = "10.18653/v1/2025.findings-emnlp.1192",
    pages = "21846--21861",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sreedhar-etal-2025-safety,
    title = "Safety Through Reasoning: An Empirical Study of Reasoning Guardrail Models",
    author = "Sreedhar, Makesh Narsimhan  and
      Rebedea, Traian  and
      Parisien, Christopher",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1193/",
    doi = "10.18653/v1/2025.findings-emnlp.1193",
    pages = "21862--21880",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sheth-etal-2025-context,
    title = "Context-Aware Reasoning On Parametric Knowledge for Inferring Causal Variables",
    author = "Sheth, Ivaxi  and
      Abdelnabi, Sahar  and
      Fritz, Mario",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1194/",
    doi = "10.18653/v1/2025.findings-emnlp.1194",
    pages = "21881--21918",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-lore,
    title = "{L}o{RE}-Merging: Exploring Low-Rank Estimation For Large Language Model Merging",
    author = "Liu, Zehua  and
      Wu, Han  and
      Yao, Yuxuan  and
      Fu, Xiaojin  and
      She, Ruifeng  and
      Han, Xiongwei  and
      Zhong, Tao  and
      Yuan, Mingxuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1195/",
    doi = "10.18653/v1/2025.findings-emnlp.1195",
    pages = "21919--21926",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zheng-etal-2025-benchmarking,
    title = "Benchmarking Foundation Models with Retrieval-Augmented Generation in Olympic-Level Physics Problem Solving",
    author = "Zheng, Shunfeng  and
      Zhang, Yudi  and
      Fang, Meng  and
      Zhang, Zihan  and
      Wu, Zhitan  and
      Pechenizkiy, Mykola  and
      Chen, Ling",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1196/",
    doi = "10.18653/v1/2025.findings-emnlp.1196",
    pages = "21927--21956",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jain-etal-2025-first-finetuning,
    title = "{F}i{RST}: Finetuning Router-Selective Transformers for Input-Adaptive Latency Reduction",
    author = "Jain, Akriti  and
      Sharma, Saransh  and
      Mukherjee, Koyel  and
      Pal, Soumyabrata",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1197/",
    doi = "10.18653/v1/2025.findings-emnlp.1197",
    pages = "21957--21975",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{rostami-etal-2025-politisky24,
    title = "{P}oliti{S}ky24: {U}.{S}. Political Bluesky Dataset with User Stance Labels",
    author = "Rostami, Peyman  and
      Rahimzadeh, Vahid  and
      Adibi, Ali  and
      Shakery, Azadeh",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1198/",
    doi = "10.18653/v1/2025.findings-emnlp.1198",
    pages = "21976--21993",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yu-etal-2025-ground,
    title = "From Ground Trust to Truth: Disparities in Offensive Language Judgments on Contemporary {K}orean Political Discourse",
    author = "Yu, Seunguk  and
      Yun, JungMin  and
      Jang, Jinhee  and
      Kim, YoungBin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1199/",
    doi = "10.18653/v1/2025.findings-emnlp.1199",
    pages = "21994--22014",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{du-etal-2025-misalignment,
    title = "Misalignment Attack on Text-to-Image Models via Text Embedding Optimization and Inversion",
    author = "Du, Zhijie  and
      Liu, Daizong  and
      Zhou, Pan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1200/",
    doi = "10.18653/v1/2025.findings-emnlp.1200",
    pages = "22015--22032",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{gonzalez-gutierrez-quattoni-2025-domain,
    title = "Domain Pre-training Impact on Representations",
    author = "Gonzalez-Gutierrez, Cesar  and
      Quattoni, Ariadna",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1201/",
    doi = "10.18653/v1/2025.findings-emnlp.1201",
    pages = "22033--22049",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kim-kim-2025-koacd,
    title = "{K}o{ACD}: The First {K}orean Adolescent Dataset for Cognitive Distortion Analysis via Role-Switching Multi-{LLM} Negotiation",
    author = "Kim, Jun Seo  and
      Kim, Hye Hyeon",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1202/",
    doi = "10.18653/v1/2025.findings-emnlp.1202",
    pages = "22050--22078",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{popov-etal-2025-refined,
    title = "Refined Assessment for Translation Evaluation: Rethinking Machine Translation Evaluation in the Era of Human-Level Systems",
    author = "Popov, Dmitry  and
      Negodin, Vladislav  and
      Enikeeva, Ekaterina  and
      Matrosova, Iana  and
      Karpachev, Nikolay  and
      Ryabinin, Max",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1203/",
    doi = "10.18653/v1/2025.findings-emnlp.1203",
    pages = "22079--22095",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kim-etal-2025-pre,
    title = "Pre-Storage Reasoning for Episodic Memory: Shifting Inference Burden to Memory for Personalized Dialogue",
    author = "Kim, Sangyeop  and
      Lee, Yohan  and
      Kim, Sanghwa  and
      Kim, Hyunjong  and
      Cho, Sungzoon",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1204/",
    doi = "10.18653/v1/2025.findings-emnlp.1204",
    pages = "22096--22113",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{guo-etal-2025-temporal,
    title = "Temporal Consistency for {LLM} Reasoning Process Error Identification",
    author = "Guo, Jiacheng  and
      Wu, Yue  and
      Qiu, Jiahao  and
      Huang, Kaixuan  and
      Juan, Xinzhe  and
      Yang, Ling  and
      Wang, Mengdi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1205/",
    doi = "10.18653/v1/2025.findings-emnlp.1205",
    pages = "22114--22129",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{guo-etal-2025-quantifying,
    title = "Quantifying Compositionality of Classic and State-of-the-Art Embeddings",
    author = "Guo, Zhijin  and
      Xue, Chenhao  and
      Xu, Zhaozhen  and
      Bo, Hongbo  and
      Ye, Yuxuan  and
      Pierrehumbert, Janet B.  and
      Lewis, Martha",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1206/",
    doi = "10.18653/v1/2025.findings-emnlp.1206",
    pages = "22130--22146",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{pawar-etal-2025-presumed,
    title = "Presumed Cultural Identity: How Names Shape {LLM} Responses",
    author = "Pawar, Siddhesh Milind  and
      Arora, Arnav  and
      Kaffee, Lucie-Aim{\'e}e  and
      Augenstein, Isabelle",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1207/",
    doi = "10.18653/v1/2025.findings-emnlp.1207",
    pages = "22147--22172",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{mamta-cocarascu-2025-guard,
    title = "{I}-{GUARD}: Interpretability-Guided Parameter Optimization for Adversarial Defense",
    author = "Mamta  and
      Cocarascu, Oana",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1208/",
    doi = "10.18653/v1/2025.findings-emnlp.1208",
    pages = "22173--22188",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-decoupledesc,
    title = "{D}ecoupled{ESC}: Enhancing Emotional Support Generation via Strategy-Response Decoupled Preference Optimization",
    author = "Zhang, Chao  and
      Shi, Xin  and
      Zhang, Xueqiao  and
      Zhu, Yifan  and
      Yang, Yi  and
      Luo, Yawei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1209/",
    doi = "10.18653/v1/2025.findings-emnlp.1209",
    pages = "22189--22215",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kempton-burrell-2025-local,
    title = "Local Normalization Distortion and the Thermodynamic Formalism of Decoding Strategies for Large Language Models",
    author = "Kempton, Tom  and
      Burrell, Stuart",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1210/",
    doi = "10.18653/v1/2025.findings-emnlp.1210",
    pages = "22216--22231",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{khan-etal-2025-brit,
    title = "{BRIT}: Bidirectional Retrieval over Unified Image-Text Graph",
    author = "Khan, Ainulla  and
      Yamada, Moyuru  and
      Akella, Srinidhi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1211/",
    doi = "10.18653/v1/2025.findings-emnlp.1211",
    pages = "22232--22248",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kim-etal-2025-retag,
    title = "{R}e{TAG}: Retrieval-Enhanced, Topic-Augmented Graph-Based Global Sensemaking",
    author = "Kim, Boyoung  and
      Lee, Dosung  and
      An, Sumin  and
      Jeong, Jinseong  and
      Seo, Paul Hongsuck",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1212/",
    doi = "10.18653/v1/2025.findings-emnlp.1212",
    pages = "22249--22277",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ji-etal-2025-capturing,
    title = "Capturing Latent Modal Association For Multimodal Entity Alignment",
    author = "Ji, Yongquan  and
      Cheng, Jingwei  and
      Zhang, Fu  and
      Lu, Chenglong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1213/",
    doi = "10.18653/v1/2025.findings-emnlp.1213",
    pages = "22278--22293",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{fedorova-etal-2025-explaining,
    title = "Explaining novel senses using definition generation with open language models",
    author = "Fedorova, Mariia  and
      Kutuzov, Andrey  and
      Periti, Francesco  and
      Scherrer, Yves",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1214/",
    doi = "10.18653/v1/2025.findings-emnlp.1214",
    pages = "22294--22302",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kim-etal-2025-code,
    title = "Can Code-Switched Texts Activate a Knowledge Switch in {LLM}s? A Case Study on {E}nglish-{K}orean Code-Switching",
    author = "Kim, Seoyeon  and
      Kim, Huiseo  and
      Park, Chanjun  and
      Yeo, Jinyoung  and
      Lee, Dongha",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1215/",
    doi = "10.18653/v1/2025.findings-emnlp.1215",
    pages = "22303--22327",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zebaze-etal-2025-compositional,
    title = "Compositional Translation: A Novel {LLM}-based Approach for Low-resource Machine Translation",
    author = "Zebaze, Armel Randy  and
      Sagot, Beno{\^i}t  and
      Bawden, Rachel",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1216/",
    doi = "10.18653/v1/2025.findings-emnlp.1216",
    pages = "22328--22357",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zebaze-etal-2025-topxgen,
    title = "{T}op{XG}en: Topic-Diverse Parallel Data Generation for Low-Resource Machine Translation",
    author = "Zebaze, Armel Randy  and
      Sagot, Beno{\^i}t  and
      Bawden, Rachel",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1217/",
    doi = "10.18653/v1/2025.findings-emnlp.1217",
    pages = "22358--22381",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{qharabagh-etal-2025-fast,
    title = "Fast, Not Fancy: Rethinking {G}2{P} with Rich Data and Statistical Models",
    author = "Qharabagh, Mahta Fetrat  and
      Dehghanian, Zahra  and
      Rabiee, Hamid R.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1218/",
    doi = "10.18653/v1/2025.findings-emnlp.1218",
    pages = "22382--22408",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{banerjee-gupta-2025-personalized,
    title = "Personalized open world plan generation for safety-critical human centered autonomous systems: A case study on Artificial Pancreas",
    author = "Banerjee, Ayan  and
      Gupta, Sandeep",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1219/",
    doi = "10.18653/v1/2025.findings-emnlp.1219",
    pages = "22409--22422",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{villa-cueva-etal-2025-cammt,
    title = "{C}a{MMT}: Benchmarking Culturally Aware Multimodal Machine Translation",
    author = "Villa-Cueva, Emilio  and
      Bolatzhanova, Sholpan  and
      Turmakhan, Diana  and
      Elzeky, Kareem  and
      Ademtew, Henok Biadglign  and
      Aji, Alham Fikri  and
      Araujo, Vladimir  and
      Azime, Israel Abebe  and
      Baek, Jinheon  and
      Belcavello, Frederico  and
      Cristobal, Fermin  and
      Cruz, Jan Christian Blaise  and
      Dabre, Mary  and
      Dabre, Raj  and
      Ehsan, Toqeer  and
      Etori, Naome A  and
      Farooqui, Fauzan  and
      Geng, Jiahui  and
      Ivetta, Guido  and
      Jayakumar, Thanmay  and
      Jeong, Soyeong  and
      Lim, Zheng Wei  and
      Mandal, Aishik  and
      Martinelli, Sof{\'i}a  and
      Mihaylov, Mihail Minkov  and
      Orel, Daniil  and
      Pramanick, Aniket  and
      Purkayastha, Sukannya  and
      Salazar, Israfel  and
      Song, Haiyue  and
      Torrent, Tiago Timponi  and
      Yadeta, Debela Desalegn  and
      Hamed, Injy  and
      Tonja, Atnafu Lambebo  and
      Solorio, Thamar",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1220/",
    doi = "10.18653/v1/2025.findings-emnlp.1220",
    pages = "22423--22441",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kim-etal-2025-training,
    title = "Training Text-to-Molecule Models with Context-Aware Tokenization",
    author = "Kim, Seojin  and
      Song, Hyeontae  and
      Nam, Jaehyun  and
      Shin, Jinwoo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1221/",
    doi = "10.18653/v1/2025.findings-emnlp.1221",
    pages = "22442--22460",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kim-khashabi-2025-challenging,
    title = "Challenging the Evaluator: {LLM} Sycophancy Under User Rebuttal",
    author = "Kim, Sung Won  and
      Khashabi, Daniel",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1222/",
    doi = "10.18653/v1/2025.findings-emnlp.1222",
    pages = "22461--22478",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{cao-etal-2025-perspective,
    title = "Perspective-driven Preference Optimization with Entropy Maximization for Diverse Argument Generation",
    author = "Cao, Yilin  and
      Zhang, Ruike  and
      Wei, Penghui  and
      Kong, Qingchao  and
      Mao, Wenji",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1223/",
    doi = "10.18653/v1/2025.findings-emnlp.1223",
    pages = "22479--22496",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{booshanam-etal-2025-spoken,
    title = "Spoken Document Retrieval for an Unwritten Language: A Case Study on Gormati",
    author = "Booshanam, Sanjay  and
      Chen, Kelly  and
      Klejch, Ondrej  and
      Reitmaier, Thomas  and
      Raju, Dani Kalarikalayil  and
      Wallington, Electra  and
      Markl, Nina  and
      Pearson, Jennifer  and
      Jones, Matt  and
      Robinson, Simon  and
      Bell, Peter",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1224/",
    doi = "10.18653/v1/2025.findings-emnlp.1224",
    pages = "22497--22509",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sathvik-etal-2025-help,
    title = "{M}-Help: Using Social Media Data to Detect Mental Health Help-Seeking Signals",
    author = "Sathvik, Msvpj  and
      Shaik, Zuhair Hasan  and
      Gupta, Vivek",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1225/",
    doi = "10.18653/v1/2025.findings-emnlp.1225",
    pages = "22510--22520",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{bortoletto-etal-2025-brittle,
    title = "Brittle Minds, Fixable Activations: Understanding Belief Representations in Language Models",
    author = "Bortoletto, Matteo  and
      Ruhdorfer, Constantin  and
      Shi, Lei  and
      Bulling, Andreas",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1226/",
    doi = "10.18653/v1/2025.findings-emnlp.1226",
    pages = "22521--22543",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wu-etal-2025-golden,
    title = "Golden Touchstone: A Comprehensive Bilingual Benchmark for Evaluating Financial Large Language Models",
    author = "Wu, Xiaojun  and
      Liu, Junxi  and
      Su, Huan-Yi  and
      Lin, Zhouchi  and
      Qi, Yiyan  and
      Xu, Chengjin  and
      Su, Jiajun  and
      Zhong, Jiajie  and
      Wang, Fuwei  and
      Wang, Saizhuo  and
      Hua, Fengrui  and
      Li, Jia  and
      Guo, Jian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1227/",
    doi = "10.18653/v1/2025.findings-emnlp.1227",
    pages = "22544--22560",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-spitz-2025-quantifying,
    title = "Quantifying the Risks of {LLM}- and Tool-assisted Rephrasing to Linguistic Diversity",
    author = "Wang, Mengying  and
      Spitz, Andreas",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1228/",
    doi = "10.18653/v1/2025.findings-emnlp.1228",
    pages = "22561--22574",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zeng-etal-2025-numina,
    title = "{NUMINA}: A Natural Understanding Benchmark for Multi-dimensional Intelligence and Numerical Reasoning Abilities",
    author = "Zeng, Changyu  and
      Wang, Yifan  and
      Wang, Zimu  and
      Wang, Wei  and
      Yang, Zhengni  and
      Bao, Muyi  and
      Xiao, Jimin  and
      Nguyen, Anh  and
      Yue, Yutao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1229/",
    doi = "10.18653/v1/2025.findings-emnlp.1229",
    pages = "22575--22590",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{villa-cueva-etal-2025-moments,
    title = "{M}o{M}ent{S}: A Comprehensive Multimodal Benchmark for Theory of Mind",
    author = "Villa-Cueva, Emilio  and
      Ahmed, S M Masrur  and
      Chevi, Rendi  and
      Cruz, Jan Christian Blaise  and
      Elzeky, Kareem  and
      Cristobal, Fermin  and
      Aji, Alham Fikri  and
      Wang, Skyler  and
      Mihalcea, Rada  and
      Solorio, Thamar",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1230/",
    doi = "10.18653/v1/2025.findings-emnlp.1230",
    pages = "22591--22611",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{motzfeldt-etal-2025-code,
    title = "Code Like Humans: A Multi-Agent Solution for Medical Coding",
    author = "Motzfeldt, Andreas Geert  and
      Edin, Joakim  and
      Christensen, Casper L.  and
      Hardmeier, Christian  and
      Maal{\o}e, Lars  and
      Rogers, Anna",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1231/",
    doi = "10.18653/v1/2025.findings-emnlp.1231",
    pages = "22612--22627",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{stefanik-etal-2025-distribution,
    title = "Can Out-of-Distribution Evaluations Uncover Reliance on Prediction Shortcuts? A Case Study in Question Answering",
    author = "{\v{S}}tef{\'a}nik, Michal  and
      Mickus, Timothee  and
      Spiegel, Michal  and
      Kadl{\v{c}}{\'i}k, Marek  and
      Kucha{\v{r}}, Josef",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1232/",
    doi = "10.18653/v1/2025.findings-emnlp.1232",
    pages = "22628--22635",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yu-etal-2025-mexa,
    title = "{MEXA}: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation",
    author = "Yu, Shoubin  and
      Zhang, Yue  and
      Wang, Ziyang  and
      Yoon, Jaehong  and
      Bansal, Mohit",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1233/",
    doi = "10.18653/v1/2025.findings-emnlp.1233",
    pages = "22636--22652",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{gupta-etal-2025-lifelong,
    title = "Lifelong Knowledge Editing requires Better Regularization",
    author = "Gupta, Akshat  and
      Prateepamornkul, Phudish  and
      Lu, Maochuan  and
      Alaa, Ahmed  and
      Hartvigsen, Thomas  and
      Anumanchipalli, Gopala",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1234/",
    doi = "10.18653/v1/2025.findings-emnlp.1234",
    pages = "22653--22675",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-lost-embeddings,
    title = "Lost in Embeddings: Information Loss in Vision{--}Language Models",
    author = "Li, Wenyan  and
      Tang, Raphael  and
      Li, Chengzu  and
      Zhang, Caiqi  and
      Vuli{\'c}, Ivan  and
      S{\o}gaard, Anders",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1235/",
    doi = "10.18653/v1/2025.findings-emnlp.1235",
    pages = "22676--22693",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{seto-etal-2025-assessing,
    title = "Assessing the Role of Data Quality in Training Bilingual Language Models",
    author = "Seto, Skyler  and
      Ter Hoeve, Maartje  and
      de Seyssel, Maureen  and
      Grangier, David",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1236/",
    doi = "10.18653/v1/2025.findings-emnlp.1236",
    pages = "22694--22720",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-dorm,
    title = "{DORM}: Preference Data Weights Optimization for Reward Modeling in {LLM} Alignment",
    author = "Zhang, Rongzhi  and
      Zhang, Chenwei  and
      Zhang, Xinyang  and
      Qiu, Liang  and
      Jiang, Haoming  and
      Zhuang, Yuchen  and
      Zhang, Qingru  and
      Yun, Hyokun  and
      Li, Xian  and
      Yin, Bing  and
      Zhao, Tuo  and
      Zhang, Chao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1237/",
    doi = "10.18653/v1/2025.findings-emnlp.1237",
    pages = "22721--22739",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{brinner-etal-2025-enhancing,
    title = "Enhancing Domain-Specific Encoder Models with {LLM}-Generated Data: How to Leverage Ontologies, and How to Do Without Them",
    author = "Brinner, Marc Felix  and
      Al Mustafa, Tarek  and
      Zarrie{\ss}, Sina",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1238/",
    doi = "10.18653/v1/2025.findings-emnlp.1238",
    pages = "22740--22754",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lee-etal-2025-aligning,
    title = "Aligning Dialogue Agents with Global Feedback via Large Language Model Multimodal Reward Decomposition",
    author = "Lee, Dong Won  and
      Park, Hae Won  and
      Breazeal, Cynthia  and
      Morency, Louis-Philippe",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1239/",
    doi = "10.18653/v1/2025.findings-emnlp.1239",
    pages = "22755--22787",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ahmad-etal-2025-urdufactcheck,
    title = "{U}rdu{F}act{C}heck: An Agentic Fact-Checking Framework for {U}rdu with Evidence Boosting and Benchmarking",
    author = "Ahmad, Sarfraz  and
      Iqbal, Hasan  and
      Ahsan, Momina  and
      Naeem, Numaan  and
      Khan, Muhammad Ahsan Riaz  and
      Riaz, Arham  and
      Manzoor, Muhammad Arslan  and
      Wang, Yuxia  and
      Nakov, Preslav",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1240/",
    doi = "10.18653/v1/2025.findings-emnlp.1240",
    pages = "22788--22802",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kaur-2025-echoes,
    title = "Echoes of Agreement: Argument Driven Sycophancy in Large Language models",
    author = "Kaur, Avneet",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1241/",
    doi = "10.18653/v1/2025.findings-emnlp.1241",
    pages = "22803--22812",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ozer-etal-2025-rethinking,
    title = "Rethinking {NLP} for Chemistry: A Critical Look at the {USPTO} Benchmark",
    author = "Ozer, Derin  and
      Gutowski, Nicolas  and
      Da Mota, Benoit  and
      Cauchy, Thomas  and
      Lamprier, Sylvain",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1242/",
    doi = "10.18653/v1/2025.findings-emnlp.1242",
    pages = "22813--22825",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{desai-etal-2025-investigating,
    title = "Investigating Dictionary Expansion for Video-based Sign Language Dictionaries",
    author = "Desai, Aashaka  and
      Massiceti, Daniela  and
      Ladner, Richard  and
      Iii, Hal Daum{\'e}  and
      Bragg, Danielle  and
      Lu, Alex Xijie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1243/",
    doi = "10.18653/v1/2025.findings-emnlp.1243",
    pages = "22826--22841",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sultana-etal-2025-insight,
    title = "From Insight to Exploit: Leveraging {LLM} Collaboration for Adaptive Adversarial Text Generation",
    author = "Sultana, Najrin  and
      Rashid, Md Rafi Ur  and
      Gu, Kang  and
      Mehnaz, Shagufta",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1244/",
    doi = "10.18653/v1/2025.findings-emnlp.1244",
    pages = "22842--22859",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{esfandiarpoor-etal-2025-beyond,
    title = "Beyond Contrastive Learning: Synthetic Data Enables List-wise Training with Multiple Levels of Relevance",
    author = "Esfandiarpoor, Reza  and
      Zerveas, George  and
      Zhang, Ruochen  and
      Mgonzo, Macton  and
      Eickhoff, Carsten  and
      Bach, Stephen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1245/",
    doi = "10.18653/v1/2025.findings-emnlp.1245",
    pages = "22860--22882",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{nishida-etal-2025-instability,
    title = "Instability in Downstream Task Performance During {LLM} Pretraining",
    author = "Nishida, Yuto  and
      Isonuma, Masaru  and
      Oda, Yusuke",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1246/",
    doi = "10.18653/v1/2025.findings-emnlp.1246",
    pages = "22883--22895",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lawton-etal-2025-comparison,
    title = "A Comparison of Independent and Joint Fine-tuning Strategies for Retrieval-Augmented Generation",
    author = "Lawton, Neal Gregory  and
      Samuel, Alfy  and
      Kumar, Anoop  and
      Liu, Daben",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1247/",
    doi = "10.18653/v1/2025.findings-emnlp.1247",
    pages = "22896--22904",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{mccarthy-etal-2025-mrcad,
    title = "mr{CAD}: Multimodal Communication to Refine Computer-aided Designs",
    author = "McCarthy, William P  and
      Vaduguru, Saujas  and
      Willis, Karl D.d.  and
      Matejka, Justin  and
      Fan, Judith E  and
      Fried, Daniel  and
      Pu, Yewen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1248/",
    doi = "10.18653/v1/2025.findings-emnlp.1248",
    pages = "22905--22921",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wahed-etal-2025-mocha,
    title = "{MOCHA}: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts?",
    author = {Wahed, Muntasir  and
      Zhou, Xiaona  and
      Nguyen, Kiet A.  and
      Yu, Tianjiao  and
      Diwan, Nirav  and
      Wang, Gang  and
      Hakkani-T{\"u}r, Dilek  and
      Lourentzou, Ismini},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1249/",
    doi = "10.18653/v1/2025.findings-emnlp.1249",
    pages = "22922--22948",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{mishra-etal-2025-input,
    title = "How Can Input Reformulation Improve Tool Usage Accuracy in a Complex Dynamic Environment? A Study on tau-bench",
    author = "Mishra, Venkatesh  and
      Saeidi, Amir  and
      Raj, Satyam  and
      Nakamura, Mutsumi  and
      Liu, Gaowen  and
      Payani, Ali  and
      Srinivasa, Jayanth  and
      Baral, Chitta",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1250/",
    doi = "10.18653/v1/2025.findings-emnlp.1250",
    pages = "22949--22972",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wu-etal-2025-evaluating,
    title = "Evaluating Fairness in Large Vision-Language Models Across Diverse Demographic Attributes and Prompts",
    author = "Wu, Xuyang  and
      Wang, Yuan  and
      Wu, Hsin-Tai  and
      Tao, Zhiqiang  and
      Fang, Yi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1251/",
    doi = "10.18653/v1/2025.findings-emnlp.1251",
    pages = "22973--22991",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chakraborty-etal-2025-vibe,
    title = "{VIBE}: Can a {VLM} Read the Room?",
    author = "Chakraborty, Tania  and
      Caplan, Eylon  and
      Goldwasser, Dan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1252/",
    doi = "10.18653/v1/2025.findings-emnlp.1252",
    pages = "22992--23008",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-loratk,
    title = "{L}o{RATK}: {L}o{RA} Once, Backdoor Everywhere in the Share-and-Play Ecosystem",
    author = "Liu, Hongyi  and
      Zhong, Shaochen  and
      Sun, Xintong  and
      Tian, Minghao  and
      Hariri, Mohsen  and
      Liu, Zirui  and
      Tang, Ruixiang  and
      Jiang, Zhimeng  and
      Yuan, Jiayi  and
      Chuang, Yu-Neng  and
      Li, Li  and
      Choi, Soo-Hyun  and
      Chen, Rui  and
      Chaudhary, Vipin  and
      Hu, Xia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1253/",
    doi = "10.18653/v1/2025.findings-emnlp.1253",
    pages = "23009--23047",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{alwajih-etal-2025-pearl,
    title = "Pearl: A Multimodal Culturally-Aware {A}rabic Instruction Dataset",
    author = "Alwajih, Fakhraddin  and
      Magdy, Samar M.  and
      El Mekki, Abdellah  and
      Nacar, Omer  and
      Nafea, Youssef  and
      Abdelfadil, Safaa Taher  and
      Yahya, Abdulfattah Mohammed  and
      Luqman, Hamzah  and
      Almarwani, Nada  and
      Aloufi, Samah  and
      Qawasmeh, Baraah  and
      Atou, Houdaifa  and
      Sibaee, Serry  and
      Alsayadi, Hamzah A.  and
      Al-Dhabyani, Walid  and
      Al-shaibani, Maged S.  and
      El aatar, Aya  and
      Qandos, Nour  and
      Alhamouri, Rahaf  and
      Ahmad, Samar  and
      AL-Ghrawi, Mohammed Anwar  and
      Yacoub, Aminetou  and
      AbuHweidi, Ruwa  and
      Lemin, Vatimetou Mohamed  and
      Abdel-Salam, Reem  and
      Bashiti, Ahlam  and
      Ammar, Adel  and
      Alansari, Aisha  and
      Ashraf, Ahmed  and
      Alturayeif, Nora  and
      Alcoba Inciarte, Alcides  and
      Elmadany, AbdelRahim A.  and
      Tourad, Mohamedou Cheikh  and
      Berrada, Ismail  and
      Jarrar, Mustafa  and
      Shehata, Shady  and
      Abdul-Mageed, Muhammad",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1254/",
    doi = "10.18653/v1/2025.findings-emnlp.1254",
    pages = "23048--23079",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xiao-etal-2025-protein,
    title = "Protein Large Language Models: A Comprehensive Survey",
    author = "Xiao, Yijia  and
      Zhao, Wanjia  and
      Zhang, Junkai  and
      Jin, Yiqiao  and
      Zhang, Han  and
      Ren, Zhicheng  and
      Sun, Renliang  and
      Wang, Haixin  and
      Wan, Guancheng  and
      Lu, Pan  and
      Luo, Xiao  and
      Zhang, Yu  and
      Zou, James  and
      Sun, Yizhou  and
      Wang, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1255/",
    doi = "10.18653/v1/2025.findings-emnlp.1255",
    pages = "23080--23103",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhao-etal-2025-makieval,
    title = "{MAKIE}val: A Multilingual Automatic {W}i{K}idata-based Framework for Cultural Awareness Evaluation for {LLM}s",
    author = "Zhao, Raoyuan  and
      Chen, Beiduo  and
      Plank, Barbara  and
      Hedderich, Michael A.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1256/",
    doi = "10.18653/v1/2025.findings-emnlp.1256",
    pages = "23104--23136",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kundu-etal-2025-looking,
    title = "Looking Beyond the Pixels: Evaluating Visual Metaphor Understanding in {VLM}s",
    author = "Kundu, Manishit  and
      Shekhar, Sumit  and
      Bhattacharyya, Pushpak",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1257/",
    doi = "10.18653/v1/2025.findings-emnlp.1257",
    pages = "23137--23158",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-agentvigil,
    title = "{AGENTVIGIL}: Automatic Black-Box Red-teaming for Indirect Prompt Injection against {LLM} Agents",
    author = "Wang, Zhun  and
      Siu, Vincent  and
      Ye, Zhe  and
      Shi, Tianneng  and
      Nie, Yuzhou  and
      Zhao, Xuandong  and
      Wang, Chenguang  and
      Guo, Wenbo  and
      Song, Dawn",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1258/",
    doi = "10.18653/v1/2025.findings-emnlp.1258",
    pages = "23159--23172",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-improving-llm-judge,
    title = "Improving {LLM}-as-a-Judge Inference with the Judgment Distribution",
    author = "Wang, Victor  and
      Zhang, Michael JQ  and
      Choi, Eunsol",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1259/",
    doi = "10.18653/v1/2025.findings-emnlp.1259",
    pages = "23173--23199",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yang-etal-2025-learning-race,
    title = "Learning Is Not A Race: Improving Retrieval in Language Models via Equal Learning",
    author = "Yang, Wanqian  and
      Puli, Aahlad Manas  and
      Ranganath, Rajesh",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1260/",
    doi = "10.18653/v1/2025.findings-emnlp.1260",
    pages = "23200--23211",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lutz-etal-2025-prompt,
    title = "The Prompt Makes the Person(a): A Systematic Evaluation of Sociodemographic Persona Prompting for Large Language Models",
    author = "Lutz, Marlene  and
      Sen, Indira  and
      Ahnert, Georg  and
      Rogers, Elisa  and
      Strohmaier, Markus",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1261/",
    doi = "10.18653/v1/2025.findings-emnlp.1261",
    pages = "23212--23237",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhong-etal-2025-spiral,
    title = "Spiral of Silence in Large Language Model Agents",
    author = "Zhong, Mingze  and
      Fang, Meng  and
      Shi, Zijing  and
      Huang, Yuxuan  and
      Zheng, Shunfeng  and
      Du, Yali  and
      Chen, Ling  and
      Wang, Jun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1262/",
    doi = "10.18653/v1/2025.findings-emnlp.1262",
    pages = "23238--23253",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhao-etal-2025-know,
    title = "Do We Know What {LLM}s Don{'}t Know? A Study of Consistency in Knowledge Probing",
    author = {Zhao, Raoyuan  and
      K{\"o}ksal, Abdullatif  and
      Modarressi, Ali  and
      Hedderich, Michael A.  and
      Schuetze, Hinrich},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1263/",
    doi = "10.18653/v1/2025.findings-emnlp.1263",
    pages = "23254--23280",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{du-etal-2025-context,
    title = "Context Length Alone Hurts {LLM} Performance Despite Perfect Retrieval",
    author = "Du, Yufeng  and
      Tian, Minyang  and
      Ronanki, Srikanth  and
      Rongali, Subendhu  and
      Bodapati, Sravan Babu  and
      Galstyan, Aram  and
      Wells, Azton  and
      Schwartz, Roy  and
      Huerta, Eliu A  and
      Peng, Hao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1264/",
    doi = "10.18653/v1/2025.findings-emnlp.1264",
    pages = "23281--23298",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yoffe-etal-2025-debunc,
    title = "{D}eb{U}nc: Improving Large Language Model Agent Communication With Uncertainty Metrics",
    author = "Yoffe, Luke  and
      Amayuelas, Alfonso  and
      Wang, William Yang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1265/",
    doi = "10.18653/v1/2025.findings-emnlp.1265",
    pages = "23299--23315",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zinat-etal-2025-procvqa,
    title = "{P}roc{VQA}: Benchmarking the Effects of Structural Properties in Mined Process Visualizations on Vision{--}Language Model Performance",
    author = "Zinat, Kazi Tasnim  and
      Abrar, Saad Mohammad  and
      Saha, Shoumik  and
      Duppala, Sharmila  and
      Sakhamuri, Saimadhav Naga  and
      Liu, Zhicheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1266/",
    doi = "10.18653/v1/2025.findings-emnlp.1266",
    pages = "23316--23348",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-2025-probing,
    title = "Probing Political Ideology in Large Language Models: How Latent Political Representations Generalize Across Tasks",
    author = "Zhang, Tianyi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1267/",
    doi = "10.18653/v1/2025.findings-emnlp.1267",
    pages = "23349--23360",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tao-etal-2025-understanding,
    title = "Understanding {GUI} Agent Localization Biases through Logit Sharpness",
    author = "Tao, Xingjian  and
      Wang, Yiwei  and
      Cai, Yujun  and
      Yang, Zhicheng  and
      Tang, Jing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1268/",
    doi = "10.18653/v1/2025.findings-emnlp.1268",
    pages = "23361--23374",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wu-etal-2025-language,
    title = "The Language of Interoception: Examining Embodiment and Emotion Through a Corpus of Body Part Mentions",
    author = "Wu, Sophie  and
      Wahle, Jan Philip  and
      Mohammad, Saif M.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1269/",
    doi = "10.18653/v1/2025.findings-emnlp.1269",
    pages = "23375--23399",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{he-etal-2025-homographadapter,
    title = "{H}omo{G}raph{A}dapter: A Homogeneous Graph Neural Network as an Effective Adapter for Vision-Language Models",
    author = "He, Chuan  and
      Li, Zhuozhao  and
      Guo, Song  and
      Lu, Xiaocheng  and
      Lai, Jinxiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1270/",
    doi = "10.18653/v1/2025.findings-emnlp.1270",
    pages = "23400--23414",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{han-etal-2025-black,
    title = "No Black Boxes: Interpretable and Interactable Predictive Healthcare with Knowledge-Enhanced Agentic Causal Discovery",
    author = "Han, Xiaoxue  and
      Hu, Pengfei  and
      Lu, Chang  and
      Ding, Jun-En  and
      Liu, Feng  and
      Ning, Yue",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1271/",
    doi = "10.18653/v1/2025.findings-emnlp.1271",
    pages = "23415--23427",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tint-2025-prood,
    title = "{PROOD}: A Simple {LLM} Out-of-Distribution Guardrail Leveraging Response Semantics",
    author = "Tint, Joshua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1272/",
    doi = "10.18653/v1/2025.findings-emnlp.1272",
    pages = "23428--23438",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-icl,
    title = "{ICL}-Bandit: Relevance Labeling in Advertisement Recommendation Systems via {LLM}",
    author = "Wang, Lu  and
      Duan, Chiming  and
      Zhao, Pu  and
      Yang, Fangkai  and
      Shi, Yong  and
      Luo, Xuefeng  and
      Xu, Bingjing  and
      Deng, Weiwei  and
      Lin, Qingwei  and
      Zhang, Dongmei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1273/",
    doi = "10.18653/v1/2025.findings-emnlp.1273",
    pages = "23439--23449",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{padmakumar-etal-2025-intent,
    title = "Intent-aware Schema Generation and Refinement for Literature Review Tables",
    author = "Padmakumar, Vishakh  and
      Chang, Joseph Chee  and
      Lo, Kyle  and
      Downey, Doug  and
      Naik, Aakanksha",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1274/",
    doi = "10.18653/v1/2025.findings-emnlp.1274",
    pages = "23450--23472",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tint-2025-nlp,
    title = "{NLP} Needs Diversity outside of `Diversity'",
    author = "Tint, Joshua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1275/",
    doi = "10.18653/v1/2025.findings-emnlp.1275",
    pages = "23473--23479",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{saim-etal-2025-anatomy,
    title = "Anatomy of a Feeling: Narrating Embodied Emotions via Large Vision-Language Models",
    author = "Saim, Mohammad  and
      Duong, Phan Anh  and
      Luong, Cat  and
      Bhanderi, Aniket  and
      Jiang, Tianyu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1276/",
    doi = "10.18653/v1/2025.findings-emnlp.1276",
    pages = "23480--23495",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-towards-universal,
    title = "Towards Universal Debiasing for Language Models-based Tabular Data Generation",
    author = "Li, Tianchun  and
      Liu, Tianci  and
      Wang, Xingchen  and
      Wei, Rongzhe  and
      Li, Pan  and
      Su, Lu  and
      Gao, Jing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1277/",
    doi = "10.18653/v1/2025.findings-emnlp.1277",
    pages = "23496--23512",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{oozeer-etal-2025-beyond,
    title = "Beyond Linear Steering: Unified Multi-Attribute Control for Language Models",
    author = "Oozeer, Narmeen Fatimah  and
      Marks, Luke  and
      Barez, Fazl  and
      Abdullah, Amir",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1278/",
    doi = "10.18653/v1/2025.findings-emnlp.1278",
    pages = "23513--23557",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-unequal,
    title = "Unequal Scientific Recognition in the Age of {LLM}s",
    author = "Liu, Yixuan  and
      Elekes, Abel  and
      Lu, Jianglin  and
      Dorantes-Gilardi, Rodrigo  and
      Barabasi, Albert-Laszlo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1279/",
    doi = "10.18653/v1/2025.findings-emnlp.1279",
    pages = "23558--23568",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{atabuzzaman-etal-2025-zero,
    title = "Zero-Shot Fine-Grained Image Classification Using Large Vision-Language Models",
    author = "Atabuzzaman, Md.  and
      Zhang, Andrew  and
      Thomas, Chris",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1280/",
    doi = "10.18653/v1/2025.findings-emnlp.1280",
    pages = "23569--23582",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yoon-etal-2025-using,
    title = "Using tournaments to calculate {AUROC} for zero-shot classification with {LLM}s",
    author = "Yoon, WonJin  and
      Bulovic, Ian  and
      Miller, Timothy A.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1281/",
    doi = "10.18653/v1/2025.findings-emnlp.1281",
    pages = "23583--23591",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kim-kang-2025-exploration,
    title = "Exploration-Driven Reinforcement Learning for Expert Routing Improvement in Mixture-of-Experts Language Models",
    author = "Kim, Gyunyeop  and
      Kang, Sangwoo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1282/",
    doi = "10.18653/v1/2025.findings-emnlp.1282",
    pages = "23592--23605",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ashkenazi-etal-2025-d2cs,
    title = "{D}2{CS} - Documents Graph Clustering using {LLM} supervision",
    author = "Ashkenazi, Yoel  and
      Harari, Etzion  and
      Imra, Regev Yehezkel  and
      Abudarham, Naphtali  and
      Cohen, Dekel  and
      Louzoun, Yoram",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1283/",
    doi = "10.18653/v1/2025.findings-emnlp.1283",
    pages = "23606--23623",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yerramilli-etal-2025-geochain,
    title = "{G}eo{C}hain: Multimodal Chain-of-Thought for Geographic Reasoning",
    author = "Yerramilli, Sahiti  and
      Pande, Nilay  and
      Grover, Rynaa  and
      Tamarapalli, Jayant Sravan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1284/",
    doi = "10.18653/v1/2025.findings-emnlp.1284",
    pages = "23624--23639",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sivakumar-etal-2025-steervlm,
    title = "{S}teer{VLM}: Robust Model Control through Lightweight Activation Steering for Vision Language Models",
    author = "Sivakumar, Anushka  and
      Zhang, Andrew  and
      Abdul Hakim, Zaber Ibn  and
      Thomas, Chris",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1285/",
    doi = "10.18653/v1/2025.findings-emnlp.1285",
    pages = "23640--23665",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kim-etal-2025-fractalllm,
    title = "{F}ractal{LLM}: Lossless Self-Speculative Decoding with Layer Embedded Self-Compression",
    author = "Kim, Juhyeong  and
      Yu, Sangyeon  and
      Kim, Gyunyeop  and
      Kang, Sangwoo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1286/",
    doi = "10.18653/v1/2025.findings-emnlp.1286",
    pages = "23666--23673",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{solgi-etal-2025-saten,
    title = "Saten: Sparse Augmented Tensor Networks for Post-Training Compression of Large Language Models",
    author = "Solgi, Ryan  and
      Zhen, Kai  and
      Swaminathan, Rupak Vignesh  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 = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1287/",
    doi = "10.18653/v1/2025.findings-emnlp.1287",
    pages = "23674--23683",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hong-etal-2025-third,
    title = "Third-Person Appraisal Agent: Simulating Human Emotional Reasoning in Text with Large Language Models",
    author = "Hong, Simin  and
      Sun, Jun  and
      Chen, Hongyang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1288/",
    doi = "10.18653/v1/2025.findings-emnlp.1288",
    pages = "23684--23701",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hu-etal-2025-source,
    title = "Source-primed Multi-turn Conversation Helps Large Language Models Translate Documents",
    author = "Hu, Hanxu  and
      Vamvas, Jannis  and
      Sennrich, Rico",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1289/",
    doi = "10.18653/v1/2025.findings-emnlp.1289",
    pages = "23702--23712",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{cheng-etal-2025-mitigating,
    title = "Mitigating Spurious Correlations via Counterfactual Contrastive Learning",
    author = "Cheng, Fengxiang  and
      Zhou, Chuan  and
      Li, Xiang  and
      Leidinger, Alina  and
      Li, Haoxuan  and
      Gong, Mingming  and
      Liu, Fenrong  and
      Van Rooij, Robert",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1290/",
    doi = "10.18653/v1/2025.findings-emnlp.1290",
    pages = "23713--23722",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{choi-etal-2025-rag,
    title = "The {RAG} Paradox: A Black-Box Attack Exploiting Unintentional Vulnerabilities in Retrieval-Augmented Generation Systems",
    author = "Choi, Chanwoo  and
      Kim, Jinsoo  and
      Cho, Sukmin  and
      Jeong, Soyeong  and
      Chang, Buru",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1291/",
    doi = "10.18653/v1/2025.findings-emnlp.1291",
    pages = "23723--23744",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lin-etal-2025-guiding,
    title = "Guiding Large Language Models for Biomedical Entity Linking via Restrictive and Contrastive Decoding",
    author = "Lin, Zhenxi  and
      Zhang, Ziheng  and
      Wu, Jian  and
      Zheng, Yefeng  and
      Wu, Xian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1292/",
    doi = "10.18653/v1/2025.findings-emnlp.1292",
    pages = "23745--23759",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{tong-etal-2025-cut,
    title = "Cut the Deadwood Out: Backdoor Purification via Guided Module Substitution",
    author = "Tong, Yao  and
      Li, Weijun  and
      He, Xuanli  and
      Zhan, Haolan  and
      Xu, Qiongkai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1293/",
    doi = "10.18653/v1/2025.findings-emnlp.1293",
    pages = "23760--23783",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-repodebug,
    title = "{R}epo{D}ebug: Repository-Level Multi-Task and Multi-Language Debugging Evaluation of Large Language Models",
    author = "Liu, Jingjing  and
      Liu, Zeming  and
      Cheng, Zihao  and
      He, Mengliang  and
      Shi, Xiaoming  and
      Guo, Yuhang  and
      Zhu, Xiangrong  and
      Guo, Yuanfang  and
      Wang, Yunhong  and
      Wang, Haifeng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1294/",
    doi = "10.18653/v1/2025.findings-emnlp.1294",
    pages = "23784--23813",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wan-etal-2025-fastfact,
    title = "{F}a{S}t{F}act: Faster, Stronger Long-Form Factuality Evaluations in {LLM}s",
    author = "Wan, Yingjia  and
      Tan, Haochen  and
      Zhu, Xiao  and
      Zhou, Xinyu  and
      Li, Zhiwei  and
      Lv, Qingsong  and
      Sun, Changxuan  and
      Zeng, Jiaqi  and
      Xu, Yi  and
      Lu, Jianqiao  and
      Liu, Yinhong  and
      Guo, Zhijiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1295/",
    doi = "10.18653/v1/2025.findings-emnlp.1295",
    pages = "23814--23854",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hasanain-etal-2025-propxplain,
    title = "{P}rop{X}plain: Can {LLM}s Enable Explainable Propaganda Detection?",
    author = "Hasanain, Maram  and
      Hasan, Md Arid  and
      Kmainasi, Mohamed Bayan  and
      Sartori, Elisa  and
      Shahroor, Ali Ezzat  and
      Da San Martino, Giovanni  and
      Alam, Firoj",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1296/",
    doi = "10.18653/v1/2025.findings-emnlp.1296",
    pages = "23855--23863",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{hua-etal-2025-eot,
    title = "{E}o{T}: Evolution of Thoughts for Complex Reasoning Tasks",
    author = "Hua, Qin  and
      Sun, Jiaqi  and
      Qian, Shiyou  and
      Yang, Dingyu  and
      Cao, Jian  and
      Xue, Guangtao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1297/",
    doi = "10.18653/v1/2025.findings-emnlp.1297",
    pages = "23864--23886",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xie-etal-2025-reveal,
    title = "Reveal and Release: Iterative {LLM} Unlearning with Self-generated Data",
    author = "Xie, Linxi  and
      Teng, Xin  and
      Ke, Shichang  and
      Wen, Hongyi  and
      Wan, Shenji",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1298/",
    doi = "10.18653/v1/2025.findings-emnlp.1298",
    pages = "23887--23899",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-evaluation,
    title = "An Evaluation Resource for Grounding Translation Errors",
    author = "Chen, Sujin  and
      Wang, Kang  and
      Zhou, Zixuan  and
      Duan, Xiangyu  and
      Zhang, Wanqun  and
      Yang, Hao  and
      Su, Jinsong  and
      Zhang, Min",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1299/",
    doi = "10.18653/v1/2025.findings-emnlp.1299",
    pages = "23900--23916",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lee-etal-2025-enhancing,
    title = "Enhancing Time Awareness in Generative Recommendation",
    author = "Lee, Sunkyung  and
      Park, Seongmin  and
      Kim, Jonghyo  and
      Yoon, Mincheol  and
      Lee, Jongwuk",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1300/",
    doi = "10.18653/v1/2025.findings-emnlp.1300",
    pages = "23917--23933",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{panda-etal-2025-adaptive,
    title = "Adaptive {LLM} Routing under Budget Constraints",
    author = "Panda, Pranoy  and
      Magazine, Raghav  and
      Devaguptapu, Chaitanya  and
      Takemori, Sho  and
      Sharma, Vishal",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1301/",
    doi = "10.18653/v1/2025.findings-emnlp.1301",
    pages = "23934--23949",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ismithdeen-etal-2025-promptception,
    title = "Promptception: How Sensitive Are Large Multimodal Models to Prompts?",
    author = "Ismithdeen, Mohamed Insaf  and
      Khattak, Muhammad Uzair  and
      Khan, Salman",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1302/",
    doi = "10.18653/v1/2025.findings-emnlp.1302",
    pages = "23950--23985",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{guo-etal-2025-federated,
    title = "Can Federated Learning Safeguard Private Data in {LLM} Training? Vulnerabilities, Attacks, and Defense Evaluation",
    author = "Guo, Wenkai  and
      Liu, Xuefeng  and
      Wang, Haolin  and
      Niu, Jianwei  and
      Tang, Shaojie  and
      Yuan, Jing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1303/",
    doi = "10.18653/v1/2025.findings-emnlp.1303",
    pages = "23986--24013",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lu-etal-2025-runaway,
    title = "Runaway is Ashamed, But Helpful: On the Early-Exit Behavior of Large Language Model-based Agents in Embodied Environments",
    author = "Lu, Qingyu  and
      Ding, Liang  and
      Cao, Siyi  and
      Liu, Xuebo  and
      Zhang, Kanjian  and
      Zhang, Jinxia  and
      Tao, Dacheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1304/",
    doi = "10.18653/v1/2025.findings-emnlp.1304",
    pages = "24014--24027",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-automir,
    title = "{A}uto{MIR}: Effective Zero-Shot Medical Information Retrieval without Relevance Labels",
    author = "Li, Lei  and
      Zhang, Xiangxu  and
      Zhou, Xiao  and
      Liu, Zheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1305/",
    doi = "10.18653/v1/2025.findings-emnlp.1305",
    pages = "24028--24047",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sravanthi-etal-2025-rg,
    title = "{RG}-{VQA}: Leveraging Retriever-Generator Pipelines for Knowledge Intensive Visual Question Answering",
    author = "Sravanthi, Settaluri Lakshmi  and
      Agarwal, Pulkit  and
      Mondal, Debjyoti  and
      Singh, Rituraj  and
      Panda, Subhadarshi  and
      Mishra, Ankit  and
      Pradeep, Kiran  and
      B, Srihari K  and
      Rao, Godawari Sudhakar  and
      Bhattacharyya, Pushpak",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1306/",
    doi = "10.18653/v1/2025.findings-emnlp.1306",
    pages = "24048--24060",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{guo-etal-2025-enhancing,
    title = "Enhancing {RAG} Efficiency with Adaptive Context Compression",
    author = "Guo, Shuyu  and
      Zhang, Shuo  and
      Ren, Zhaochun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1307/",
    doi = "10.18653/v1/2025.findings-emnlp.1307",
    pages = "24061--24076",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{mazumder-etal-2025-revealing,
    title = "Revealing the impact of synthetic native samples and multi-tasking strategies in {H}indi-{E}nglish code-mixed humour and sarcasm detection",
    author = "Mazumder, Debajyoti  and
      Kumar, Aakash  and
      Patro, Jasabanta",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1308/",
    doi = "10.18653/v1/2025.findings-emnlp.1308",
    pages = "24077--24107",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-cogatom,
    title = "{C}og{A}tom: From Cognitive Atoms to Olympiad-level Mathematical Reasoning in Large Language Models",
    author = "Chen, Zhuofan  and
      He, Jiyuan  and
      Zhang, Yichi  and
      Hu, Xing  and
      Wen, Haoxing  and
      Bai, Jun  and
      Rong, Wenge",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1309/",
    doi = "10.18653/v1/2025.findings-emnlp.1309",
    pages = "24108--24125",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lee-etal-2025-efficient-latent,
    title = "Efficient Latent Semantic Clustering for Scaling Test-Time Computation of {LLM}s",
    author = "Lee, Sungjae  and
      Kim, Hoyoung  and
      Hwang, Jeongyeon  and
      Park, Eunhyeok  and
      Ok, Jungseul",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1310/",
    doi = "10.18653/v1/2025.findings-emnlp.1310",
    pages = "24126--24144",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{otake-etal-2025-bannerbench,
    title = "{B}anner{B}ench: Benchmarking Vision Language Models for Multi-Ad Selection with Human Preferences",
    author = "Otake, Hiroto  and
      Zhang, Peinan  and
      Sakai, Yusuke  and
      Mita, Masato  and
      Ouchi, Hiroki  and
      Watanabe, Taro",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1311/",
    doi = "10.18653/v1/2025.findings-emnlp.1311",
    pages = "24145--24159",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-dekeynlu,
    title = "{D}e{K}ey{NLU}: Enhancing Natural Language to {SQL} Generation through Task Decomposition and Keyword Extraction",
    author = "Chen, Jian  and
      Chen, Zhenyan  and
      Hu, Xuming  and
      Zhou, Peilin  and
      Hua, Yining  and
      Fang, Han  and
      Choy, Cissy Hing Yee  and
      Ke, Xinmei  and
      Luo, Jingfeng  and
      Yuan, Zixuan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1312/",
    doi = "10.18653/v1/2025.findings-emnlp.1312",
    pages = "24160--24176",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-etal-2025-facilitating,
    title = "Facilitating Cross-lingual Transfer of Empathy through Language-independent Latent Diffusion: A Case Study in {C}hinese",
    author = "Li, Junlin  and
      Bo, Peng  and
      Hsu, Yu-Yin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1313/",
    doi = "10.18653/v1/2025.findings-emnlp.1313",
    pages = "24177--24192",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{bhagat-etal-2025-evaluating,
    title = "Evaluating Compound {AI} Systems through Behaviors, Not Benchmarks",
    author = "Bhagat, Pranav  and
      Shastry, K N Ajay  and
      Panda, Pranoy  and
      Devaguptapu, Chaitanya",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1314/",
    doi = "10.18653/v1/2025.findings-emnlp.1314",
    pages = "24193--24222",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{flashner-etal-2025-scicompanion,
    title = "{S}ci{C}ompanion: Graph-Grounded Reasoning for Structured Evaluation of Scientific Arguments",
    author = "Flashner, Joshua Alan  and
      Kulkarni, Adithya  and
      Zhou, Dawei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1315/",
    doi = "10.18653/v1/2025.findings-emnlp.1315",
    pages = "24223--24244",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-generation,
    title = "From Generation to Detection: A Multimodal Multi-Task Dataset for Benchmarking Health Misinformation",
    author = "Zhang, Zhihao  and
      Zhang, Yiran  and
      Zhou, Xiyue  and
      Huang, Liting  and
      Razzak, Imran  and
      Nakov, Preslav  and
      Naseem, Usman",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1316/",
    doi = "10.18653/v1/2025.findings-emnlp.1316",
    pages = "24245--24260",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{proietti-etal-2025-estimating,
    title = "Estimating Machine Translation Difficulty",
    author = "Proietti, Lorenzo  and
      Perrella, Stefano  and
      Zouhar, Vil{\'e}m  and
      Navigli, Roberto  and
      Kocmi, Tom",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1317/",
    doi = "10.18653/v1/2025.findings-emnlp.1317",
    pages = "24261--24285",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-tiu,
    title = "{TIU}-Bench: A Benchmark for Evaluating Large Multimodal Models on Text-rich Image Understanding",
    author = "Zhang, Kun  and
      Niu, Liqiang  and
      Cao, Zhen  and
      Meng, Fandong  and
      Zhou, Jie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1318/",
    doi = "10.18653/v1/2025.findings-emnlp.1318",
    pages = "24286--24295",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{v-goyal-2025-breaking,
    title = "Breaking Token Into Concepts: Exploring Extreme Compression in Token Representation Via Compositional Shared Semantics",
    author = "V, Kavin R  and
      Goyal, Pawan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1319/",
    doi = "10.18653/v1/2025.findings-emnlp.1319",
    pages = "24296--24304",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-exesql,
    title = "{E}xe{SQL}: Self-Taught Text-to-{SQL} Models with Execution-Driven Bootstrapping for {SQL} Dialects",
    author = "Zhang, Jipeng  and
      Yang, Haolin  and
      Miao, Kehao  and
      Zhang, Ruiyuan  and
      Pi, Renjie  and
      Gao, Jiahui  and
      Zhou, Xiaofang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1320/",
    doi = "10.18653/v1/2025.findings-emnlp.1320",
    pages = "24305--24326",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-shadow,
    title = "Under the Shadow of {B}abel: How Language Shapes Reasoning in {LLM}s",
    author = "Wang, Chenxi  and
      Zhang, Yixuan  and
      Gao, Lang  and
      Xu, Zixiang  and
      Song, Zirui  and
      Wang, Yanbo  and
      Chen, Xiuying",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1321/",
    doi = "10.18653/v1/2025.findings-emnlp.1321",
    pages = "24327--24344",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chungkham-etal-2025-think,
    title = "Think Right, Not More: Test-Time Scaling for Numerical Claim Verification",
    author = "Chungkham, Primakov  and
      V, Venktesh  and
      Setty, Vinay  and
      Anand, Avishek",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1322/",
    doi = "10.18653/v1/2025.findings-emnlp.1322",
    pages = "24345--24363",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{gritsch-etal-2025-nexus,
    title = "Nexus: Adaptive Upcycling to Efficiently Pretrain Mixture of Experts",
    author = {Gritsch, Nikolas  and
      Zhang, Qizhen  and
      Locatelli, Acyr  and
      Hooker, Sara  and
      {\"U}st{\"u}n, Ahmet},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1323/",
    doi = "10.18653/v1/2025.findings-emnlp.1323",
    pages = "24364--24381",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{choudhary-etal-2025-exploring,
    title = "Exploring Context Strategies in {LLM}s for Discourse-Aware Machine Translation",
    author = "Choudhary, Ritvik  and
      Hida, Rem  and
      Hamada, Masaki  and
      Futami, Hayato  and
      Sekiya, Toshiyuki",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1324/",
    doi = "10.18653/v1/2025.findings-emnlp.1324",
    pages = "24382--24391",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sartori-etal-2025-insights,
    title = "Insights into using temporal coordinated behaviour to explore connections between social media posts and influence",
    author = "Sartori, Elisa  and
      Tardelli, Serena  and
      Tesconi, Maurizio  and
      Conti, Mauro  and
      Galeazzi, Alessandro  and
      Cresci, Stefano  and
      Da San Martino, Giovanni",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1325/",
    doi = "10.18653/v1/2025.findings-emnlp.1325",
    pages = "24392--24404",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{shi-etal-2025-speccot,
    title = "{S}pec{C}o{T}: Accelerating Chain-of-Thought Reasoning through Speculative Exploration",
    author = "Shi, Junhan  and
      Zhu, Yijia  and
      Shi, Zhenning  and
      Zhao, Dan  and
      Li, Qing  and
      Jiang, Yong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1326/",
    doi = "10.18653/v1/2025.findings-emnlp.1326",
    pages = "24405--24415",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jung-etal-2025-similarity,
    title = "A Similarity Measure for Comparing Conversational Dynamics",
    author = "Jung, Sang Min  and
      Zhang, Kaixiang  and
      Danescu-Niculescu-Mizil, Cristian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1327/",
    doi = "10.18653/v1/2025.findings-emnlp.1327",
    pages = "24416--24447",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{le-etal-2025-agentdrug,
    title = "{A}gent{D}rug: Utilizing Large Language Models in an Agentic Workflow for Zero-Shot Molecular Editing",
    author = "Le, Khiem  and
      Hua, Ting  and
      Chawla, Nitesh V.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1328/",
    doi = "10.18653/v1/2025.findings-emnlp.1328",
    pages = "24448--24458",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ma-etal-2025-improving,
    title = "Improving Preference Alignment of {LLM} with Inference-Free Self-Refinement",
    author = "Ma, Fukun  and
      Tian, Kaibin  and
      Xue, Jieting  and
      Wang, Xiaoyi  and
      Ma, Ye  and
      Chen, Quan  and
      Jiang, Peng  and
      Wen, Lijie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1329/",
    doi = "10.18653/v1/2025.findings-emnlp.1329",
    pages = "24459--24473",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{heakl-etal-2025-guaranteed,
    title = "Guaranteed Guess: A Language Modeling Approach for {CISC}-to-{RISC} Transpilation with Testing Guarantees",
    author = "Heakl, Ahmed  and
      Hashmi, Sarim  and
      Abi, Chaimaa  and
      Lee, Celine  and
      Mahmoud, Abdulrahman",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1330/",
    doi = "10.18653/v1/2025.findings-emnlp.1330",
    pages = "24474--24488",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhao-etal-2025-structuthink,
    title = "{S}tructu{T}hink: Reasoning with Task Transition Knowledge for Autonomous {LLM}-Based Agents",
    author = "Zhao, Haiyu  and
      Guo, Zhenyu  and
      Zhang, Chunhong  and
      Zhou, Ziyu  and
      Hu, Zheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1331/",
    doi = "10.18653/v1/2025.findings-emnlp.1331",
    pages = "24489--24506",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-leveraging-unpaired,
    title = "Leveraging Unpaired Feedback for Long-Term {LLM}-based Recommendation Tuning",
    author = "Zhang, Jizhi  and
      Gao, Chongming  and
      Shi, Wentao  and
      Chen, Xin  and
      Wang, Jingang  and
      Cai, Xunliang  and
      Feng, Fuli",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1332/",
    doi = "10.18653/v1/2025.findings-emnlp.1332",
    pages = "24507--24521",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xie-lukasiewicz-2025-investigating,
    title = "Investigating Multi-layer Representations for Dense Passage Retrieval",
    author = "Xie, Zhongbin  and
      Lukasiewicz, Thomas",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1333/",
    doi = "10.18653/v1/2025.findings-emnlp.1333",
    pages = "24522--24536",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-kele,
    title = "{KELE}: Residual Knowledge Erasure for Enhanced Multi-hop Reasoning in Knowledge Editing",
    author = "Zhang, Mengqi  and
      Fang, Bowen  and
      Liu, Qiang  and
      Ye, Xiaotian  and
      Wu, Shu  and
      Ren, Pengjie  and
      Chen, Zhumin  and
      Wang, Liang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1334/",
    doi = "10.18653/v1/2025.findings-emnlp.1334",
    pages = "24537--24552",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{poonia-jain-2025-dissecting,
    title = "Dissecting Persona-Driven Reasoning in Language Models via Activation Patching",
    author = "Poonia, Ansh  and
      Jain, Maeghal",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1335/",
    doi = "10.18653/v1/2025.findings-emnlp.1335",
    pages = "24553--24566",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-puer,
    title = "{PUER}: Boosting Few-shot Positive-Unlabeled Entity Resolution with Reinforcement Learning",
    author = "Wang, Yaoshu  and
      Yan, Mengyi  and
      Wang, Wei",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1336/",
    doi = "10.18653/v1/2025.findings-emnlp.1336",
    pages = "24567--24579",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{gari-soler-etal-2025-toward,
    title = "Toward the Automatic Detection of Word Meaning Negotiation Indicators in Conversation",
    author = "Gar{\'i} Soler, Aina  and
      Labeau, Matthieu  and
      Clavel, Chlo{\'e}",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1337/",
    doi = "10.18653/v1/2025.findings-emnlp.1337",
    pages = "24580--24596",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yang-etal-2025-forget,
    title = "Forget the Unneeded: Backdooring Large Language Models via Contrastive-enhanced Machine Unlearning",
    author = "Yang, Shiji  and
      Zhao, Shu  and
      Mei, Congyao  and
      Yang, Zhen  and
      Chen, Jie  and
      Qian, Fulan  and
      Duan, Zhen  and
      Zhang, Yanping",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1338/",
    doi = "10.18653/v1/2025.findings-emnlp.1338",
    pages = "24597--24607",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{xu-etal-2025-equipping,
    title = "Equipping Retrieval-Augmented Large Language Models with Document Structure Awareness",
    author = "Xu, Lingnan  and
      Feng, Chong  and
      Zhang, Kaiyuan  and
      Zhengyong, Liu  and
      Xu, Wenqiang  and
      Meng, Fanqing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1339/",
    doi = "10.18653/v1/2025.findings-emnlp.1339",
    pages = "24608--24631",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jung-kim-2025-qeva,
    title = "{QEVA}: A Reference-Free Evaluation Metric for Narrative Video Summarization with Multimodal Question Answering",
    author = "Jung, Woojun  and
      Kim, Junyeong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1340/",
    doi = "10.18653/v1/2025.findings-emnlp.1340",
    pages = "24632--24642",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{liu-etal-2025-thinking,
    title = "Thinking Before You Speak: A Proactive Test-time Scaling Approach",
    author = "Liu, Cong  and
      Chai, Wenchang  and
      Wu, Hejun  and
      Pan, Yan  and
      Wei, Pengxu  and
      Lin, Liang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1341/",
    doi = "10.18653/v1/2025.findings-emnlp.1341",
    pages = "24643--24650",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{lin-etal-2025-judge,
    title = "Do Before You Judge: Self-Reference as a Pathway to Better {LLM} Evaluation",
    author = "Lin, Wei-Hsiang  and
      Wei, Sheng-Lun  and
      Huang, Hen-Hsen  and
      Chen, Hsin-Hsi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1342/",
    doi = "10.18653/v1/2025.findings-emnlp.1342",
    pages = "24651--24672",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{saeed-etal-2025-beyond,
    title = "Beyond Content: How Grammatical Gender Shapes Visual Representation in Text-to-Image Models",
    author = "Saeed, Muhammed  and
      Raza, Shaina  and
      Vayani, Ashmal  and
      Abdul-Mageed, Muhammad  and
      Emami, Ali  and
      Shehata, Shady",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1343/",
    doi = "10.18653/v1/2025.findings-emnlp.1343",
    pages = "24673--24695",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kwak-etal-2025-toolhaystack,
    title = "{T}ool{H}aystack: Stress-Testing Tool-Augmented Language Models in Realistic Long-Term Interactions",
    author = "Kwak, Beong-woo  and
      Kim, Minju  and
      Lim, Dongha  and
      Chae, Hyungjoo  and
      Kang, Dongjin  and
      Kim, Sunghwan  and
      Yang, Dongil  and
      Yeo, Jinyoung",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1344/",
    doi = "10.18653/v1/2025.findings-emnlp.1344",
    pages = "24696--24727",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jeon-lee-2025-graphcheck,
    title = "{G}raph{C}heck: Multipath Fact-Checking with Entity-Relationship Graphs",
    author = "Jeon, Hyewon  and
      Lee, Jay-Yoon",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1345/",
    doi = "10.18653/v1/2025.findings-emnlp.1345",
    pages = "24728--24745",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{seegmiller-etal-2025-flames,
    title = "{FLAMES}: Improving {LLM} Math Reasoning via a Fine-Grained Analysis of the Data Synthesis Pipeline",
    author = "Seegmiller, Parker  and
      Mehta, Kartik  and
      Saha, Soumya  and
      Tao, Chenyang  and
      Oraby, Shereen  and
      Gupta, Arpit  and
      Chung, Tagyoung  and
      Bansal, Mohit  and
      Peng, Nanyun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1346/",
    doi = "10.18653/v1/2025.findings-emnlp.1346",
    pages = "24746--24766",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{azzopardi-moshfeghi-2025-pow,
    title = "{POW}: Political Overton Windows of Large Language Models",
    author = "Azzopardi, Leif  and
      Moshfeghi, Yashar",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1347/",
    doi = "10.18653/v1/2025.findings-emnlp.1347",
    pages = "24767--24773",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{cai-etal-2025-columbo,
    title = "Columbo: Expanding Abbreviated Column Names for Tabular Data Using Large Language Models",
    author = "Cai, Ting  and
      Sheen, Stephen  and
      Doan, AnHai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1348/",
    doi = "10.18653/v1/2025.findings-emnlp.1348",
    pages = "24774--24792",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{munoz-yuan-2025-rttc,
    title = "{RTTC}: Reward-Guided Collaborative Test-Time Compute",
    author = "Munoz, Juan Pablo  and
      Yuan, Jinjie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1349/",
    doi = "10.18653/v1/2025.findings-emnlp.1349",
    pages = "24793--24809",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-amanda,
    title = "{AMANDA}: Agentic Medical Knowledge Augmentation for Data-Efficient Medical Visual Question Answering",
    author = "Wang, Ziqing  and
      Mao, Chengsheng  and
      Wen, Xiaole  and
      Luo, Yuan  and
      Ding, Kaize",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1350/",
    doi = "10.18653/v1/2025.findings-emnlp.1350",
    pages = "24810--24832",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{pezeshkpour-etal-2025-mixed,
    title = "Mixed Signals: Decoding {VLM}s' Reasoning and Underlying Bias in Vision-Language Conflict",
    author = "Pezeshkpour, Pouya  and
      Aminnaseri, Moin  and
      Hruschka, Estevam",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1351/",
    doi = "10.18653/v1/2025.findings-emnlp.1351",
    pages = "24833--24848",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhao-etal-2025-mitigating,
    title = "Mitigating Hallucination in Large Vision-Language Models through Aligning Attention Distribution to Information Flow",
    author = "Zhao, Jianfei  and
      Zhang, Feng  and
      Sun, Xin  and
      Feng, Chong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1352/",
    doi = "10.18653/v1/2025.findings-emnlp.1352",
    pages = "24849--24863",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{bhope-etal-2025-optiseq,
    title = "{O}pti{S}eq: Ordering Examples On-The-Fly for In-Context Learning",
    author = "Bhope, Rahul Atul  and
      Venkateswaran, Praveen  and
      Jayaram, K. R.  and
      Isahagian, Vatche  and
      Muthusamy, Vinod  and
      Venkatasubramanian, Nalini",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1353/",
    doi = "10.18653/v1/2025.findings-emnlp.1353",
    pages = "24864--24887",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{joshi-rekik-2025-dependency,
    title = "Dependency Parsing-Based Syntactic Enhancement of Relation Extraction in Scientific Texts",
    author = "Joshi, Devvrat  and
      Rekik, Islem",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1354/",
    doi = "10.18653/v1/2025.findings-emnlp.1354",
    pages = "24888--24897",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{antero-etal-2025-diploma,
    title = "{DIPL}om{A}: Efficient Adaptation of Instructed {LLM}s to Low-Resource Languages via Post-Training Delta Merging",
    author = "Sarasua, Ixak  and
      Corral, Ander  and
      Saralegi, Xabier",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1355/",
    doi = "10.18653/v1/2025.findings-emnlp.1355",
    pages = "24898--24912",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{goto-etal-2025-reliability,
    title = "Reliability Crisis of Reference-free Metrics for Grammatical Error Correction",
    author = "Goto, Takumi  and
      Sakai, Yusuke  and
      Watanabe, Taro",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1356/",
    doi = "10.18653/v1/2025.findings-emnlp.1356",
    pages = "24913--24926",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{malik-etal-2025-speaks,
    title = "Who Speaks Matters: Analysing the Influence of the Speaker{'}s Linguistic Identity on Hate Classification",
    author = "Malik, Ananya  and
      Sharma, Kartik  and
      Bhatt, Shaily  and
      Ng, Lynnette Hui Xian",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1357/",
    doi = "10.18653/v1/2025.findings-emnlp.1357",
    pages = "24927--24937",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{malik-etal-2025-llms,
    title = "Are {LLM}s Empathetic to All? Investigating the Influence of Multi-Demographic Personas on a Model{'}s Empathy",
    author = "Malik, Ananya  and
      Sabri, Nazanin  and
      Karnaze, Melissa M.  and
      ElSherief, Mai",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1358/",
    doi = "10.18653/v1/2025.findings-emnlp.1358",
    pages = "24938--24959",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{akra-etal-2025-active,
    title = "Active Learning for Multidialectal {A}rabic {POS} Tagging",
    author = "Akra, Diyam  and
      Khalilia, Mohammed  and
      Jarrar, Mustafa",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1359/",
    doi = "10.18653/v1/2025.findings-emnlp.1359",
    pages = "24960--24973",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{maghakian-etal-2025-embedding,
    title = "Embedding-Free {RAG}",
    author = "Maghakian, Jessica  and
      Sinha, Raunak  and
      Schettewi, Max  and
      Kaur, Gunkirat",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1360/",
    doi = "10.18653/v1/2025.findings-emnlp.1360",
    pages = "24974--24985",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{haldar-hockenmaier-2025-rating,
    title = "Rating Roulette: Self-Inconsistency in {LLM}-As-A-Judge Frameworks",
    author = "Haldar, Rajarshi  and
      Hockenmaier, Julia",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1361/",
    doi = "10.18653/v1/2025.findings-emnlp.1361",
    pages = "24986--25004",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-huai-2025-quantifying,
    title = "Quantifying Uncertainty in Natural Language Explanations of Large Language Models for Question Answering",
    author = "Li, Yangyi  and
      Huai, Mengdi",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1362/",
    doi = "10.18653/v1/2025.findings-emnlp.1362",
    pages = "25005--25013",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{schmidtova-etal-2025-real,
    title = "Real-World Summarization: When Evaluation Reaches Its Limits",
    author = "Schmidtov{\'a}, Patr{\'i}cia  and
      Dusek, Ondrej  and
      Mahamood, Saad",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1363/",
    doi = "10.18653/v1/2025.findings-emnlp.1363",
    pages = "25014--25026",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{rani-etal-2025-open,
    title = "Open-{D}e{B}ias: Toward Mitigating Open-Set Bias in Language Models",
    author = "Rani, Arti  and
      Singh, Shweta  and
      Sahoo, Nihar Ranjan  and
      Nayak, Gaurav Kumar",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1364/",
    doi = "10.18653/v1/2025.findings-emnlp.1364",
    pages = "25027--25051",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{gupta-etal-2025-sacl,
    title = "{SACL}: Understanding and Combating Textual Bias in Code Retrieval with Semantic-Augmented Reranking and Localization",
    author = "Gupta, Dhruv  and
      Lakshmy, Gayathri Ganesh  and
      Xie, Yiqing",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1365/",
    doi = "10.18653/v1/2025.findings-emnlp.1365",
    pages = "25052--25065",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-jailbreak,
    title = "Jailbreak Distillation: Renewable Safety Benchmarking",
    author = "Zhang, Jingyu  and
      Elgohary, Ahmed  and
      Wang, Xiawei  and
      Iftekhar, A S M  and
      Magooda, Ahmed  and
      Van Durme, Benjamin  and
      Khashabi, Daniel  and
      Jackson, Kyle",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1366/",
    doi = "10.18653/v1/2025.findings-emnlp.1366",
    pages = "25066--25089",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{agrawal-etal-2025-uncertainty,
    title = "Uncertainty-Aware Answer Selection for Improved Reasoning in Multi-{LLM} Systems",
    author = "Agrawal, Aakriti  and
      Aralikatti, Rohith  and
      Satheesh, Anirudh  and
      Chakraborty, Souradip  and
      Bedi, Amrit Singh  and
      Huang, Furong",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1367/",
    doi = "10.18653/v1/2025.findings-emnlp.1367",
    pages = "25090--25098",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chlapanis-etal-2025-greekbarbench,
    title = "{G}reek{B}ar{B}ench: A Challenging Benchmark for Free-Text Legal Reasoning and Citations",
    author = "Chlapanis, Odysseas S.  and
      Galanis, Dimitrios  and
      Aletras, Nikolaos  and
      Androutsopoulos, Ion",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1368/",
    doi = "10.18653/v1/2025.findings-emnlp.1368",
    pages = "25099--25119",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chi-etal-2025-pi,
    title = "Pi-{SQL}: Enhancing Text-to-{SQL} with Fine-Grained Guidance from Pivot Programming Languages",
    author = "Chi, Yongdong  and
      Wang, Hanqing  and
      Chen, Yun  and
      Yang, Yan  and
      Yang, Jian  and
      Yang, Zonghan  and
      Yan, Xiao  and
      Chen, Guanhua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1369/",
    doi = "10.18653/v1/2025.findings-emnlp.1369",
    pages = "25120--25144",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{li-flanigan-2025-rac,
    title = "{RAC}: Efficient {LLM} Factuality Correction with Retrieval Augmentation",
    author = "Li, Changmao  and
      Flanigan, Jeffrey",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1370/",
    doi = "10.18653/v1/2025.findings-emnlp.1370",
    pages = "25145--25159",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ford-rios-2025-run,
    title = "Does It Run and Is That Enough? Revisiting Text-to-Chart Generation with a Multi-Agent Approach",
    author = "Ford, James  and
      Rios, Anthony",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1371/",
    doi = "10.18653/v1/2025.findings-emnlp.1371",
    pages = "25160--25173",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ed-dib-etal-2025-gelora,
    title = "{G}e{L}o{RA}: Geometric Adaptive Ranks For Efficient {L}o{RA} Fine-tuning",
    author = "Ed-dib, Abdessalam  and
      Datbayev, Zhanibek  and
      Aboussalah, Amine M.",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1372/",
    doi = "10.18653/v1/2025.findings-emnlp.1372",
    pages = "25174--25196",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{verma-etal-2025-uncovering,
    title = "Uncovering Scaling Laws for Large Language Models via Inverse Problems",
    author = "Verma, Arun  and
      Wu, Zhaoxuan  and
      Zhou, Zijian  and
      Lin, Xiaoqiang  and
      Chen, Zhiliang  and
      Sim, Rachael Hwee Ling  and
      Qiao, Rui  and
      Wang, Jingtan  and
      Bui, Nhung  and
      Niu, Xinyuan  and
      Hu, Wenyang  and
      Lau, Gregory Kang Ruey  and
      Khoo, Zi-Yu  and
      Zhao, Zitong  and
      Xu, Xinyi  and
      Hemachandra, Apivich  and
      Ng, See-Kiong  and
      Low, Bryan Kian Hsiang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1373/",
    doi = "10.18653/v1/2025.findings-emnlp.1373",
    pages = "25197--25211",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{wang-etal-2025-uipe,
    title = "{UIPE}: Enhancing {LLM} Unlearning by Removing Knowledge Related to Forgetting Targets",
    author = "Wang, Wenyu  and
      Zhang, Mengqi  and
      Ye, Xiaotian  and
      Ren, Zhaochun  and
      Ren, Pengjie  and
      Chen, Zhumin",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1374/",
    doi = "10.18653/v1/2025.findings-emnlp.1374",
    pages = "25212--25227",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{johnson-etal-2025-ficsim,
    title = "{F}ic{S}im: A Dataset for Multi-Faceted Semantic Similarity in Long-Form Fiction",
    author = "Johnson, Natasha  and
      Bertsch, Amanda  and
      Deal, Maria-Emil  and
      Strubell, Emma",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1375/",
    doi = "10.18653/v1/2025.findings-emnlp.1375",
    pages = "25228--25246",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{feng-etal-2025-masked,
    title = "Masked Diffusion Captioning for Visual Feature Learning",
    author = "Feng, Chao  and
      Wei, Zihao  and
      Owens, Andrew",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1376/",
    doi = "10.18653/v1/2025.findings-emnlp.1376",
    pages = "25247--25263",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yao-yadav-2025-diverse,
    title = "Diverse Multi-tool Aggregation with Large Language Models for Enhanced Math Reasoning",
    author = "Yao, Bohan  and
      Yadav, Vikas",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1377/",
    doi = "10.18653/v1/2025.findings-emnlp.1377",
    pages = "25264--25282",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-enhancing-goal-oriented,
    title = "Enhancing Goal-oriented Proactive Dialogue Systems via Dynamic Multi-dimensional Consistency Optimization",
    author = "Zhang, Didi  and
      Fan, Yaxin  and
      Li, Peifeng  and
      Zhu, Qiaoming",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1378/",
    doi = "10.18653/v1/2025.findings-emnlp.1378",
    pages = "25283--25296",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{song-etal-2025-injecting,
    title = "Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey",
    author = "Song, Zirui  and
      Yan, Bin  and
      Liu, Yuhan  and
      Fang, Miao  and
      Li, Mingzhe  and
      Yan, Rui  and
      Chen, Xiuying",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1379/",
    doi = "10.18653/v1/2025.findings-emnlp.1379",
    pages = "25297--25311",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{bao-etal-2025-whos,
    title = "Who{'}s the Author? How Explanations Impact User Reliance in {AI}-Assisted Authorship Attribution",
    author = "Bao, Calvin  and
      Baumler, Connor  and
      Iii, Hal Daum{\'e}  and
      Carpuat, Marine",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1380/",
    doi = "10.18653/v1/2025.findings-emnlp.1380",
    pages = "25312--25330",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sheng-etal-2025-unispeaker,
    title = "{U}ni{S}peaker: A Unified Approach for Multimodality-driven Speaker Generation",
    author = "Sheng, Zhengyan  and
      Du, Zhihao  and
      Lu, Heng  and
      Zhang, ShiLiang  and
      Ling, Zhen-Hua",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1381/",
    doi = "10.18653/v1/2025.findings-emnlp.1381",
    pages = "25331--25346",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jandial-etal-2025-fine,
    title = "On the Fine-Grained Planning Abilities of {VLM} Web Agents",
    author = "Jandial, Surgan  and
      Wang, Yinong Oliver  and
      Bajcsy, Andrea  and
      De la Torre, Fernando",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1382/",
    doi = "10.18653/v1/2025.findings-emnlp.1382",
    pages = "25347--25380",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhao-etal-2025-interfeedback,
    title = "{I}nter{F}eedback: Unveiling Interactive Intelligence of Large Multimodal Models with Human Feedback",
    author = "Zhao, Henry Hengyuan  and
      Pei, Wenqi  and
      Tao, Yifei  and
      Mei, Haiyang  and
      Shou, Mike Zheng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1383/",
    doi = "10.18653/v1/2025.findings-emnlp.1383",
    pages = "25381--25400",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ji-lu-2025-reflair,
    title = "{R}e{FLAIR}: Enhancing Multimodal Reasoning via Structured Reflection and Reward-Guided Learning",
    author = "Ji, Jiazhou  and
      Lu, Xinru",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1384/",
    doi = "10.18653/v1/2025.findings-emnlp.1384",
    pages = "25401--25413",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{jiang-etal-2025-controltext,
    title = "{C}ontrol{T}ext: Unlocking Controllable Fonts in Multilingual Text Rendering without Font Annotations",
    author = "Jiang, Bowen  and
      Yuan, Yuan  and
      Bai, Xinyi  and
      Hao, Zhuoqun  and
      Yin, Alyson  and
      Hu, Yaojie  and
      Liao, Wenyu  and
      Ungar, Lyle  and
      Taylor, Camillo Jose",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1385/",
    doi = "10.18653/v1/2025.findings-emnlp.1385",
    pages = "25414--25425",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yu-etal-2025-sta,
    title = "{STA}-{C}o{T}: Structured Target-Centric Agentic Chain-of-Thought for Consistent Multi-Image Geological Reasoning",
    author = "Yu, Beibei  and
      Shen, Tao  and
      Chen, Ling",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1386/",
    doi = "10.18653/v1/2025.findings-emnlp.1386",
    pages = "25426--25444",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{han-etal-2025-language,
    title = "Can Language Models Follow Multiple Turns of Entangled Instructions?",
    author = "Han, Chi  and
      Liu, Xin  and
      Wang, Haodong  and
      Li, Shiyang  and
      Yang, Jingfeng  and
      Jiang, Haoming  and
      Wang, Zhengyang  and
      Yin, Qingyu  and
      Qiu, Liang  and
      Yu, Changlong  and
      Gao, Yifan  and
      Li, Zheng  and
      Yin, Bing  and
      Shang, Jingbo  and
      Ji, Heng",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1387/",
    doi = "10.18653/v1/2025.findings-emnlp.1387",
    pages = "25445--25460",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{borile-abrate-2025-generalize,
    title = "How to Generalize the Detection of {AI}-Generated Text: Confounding Neurons",
    author = "Borile, Claudio  and
      Abrate, Carlo",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1388/",
    doi = "10.18653/v1/2025.findings-emnlp.1388",
    pages = "25461--25476",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{christopoulou-etal-2025-sparsepo,
    title = "{S}parse{PO}: Controlling Preference Alignment of {LLM}s via Sparse Token Masks",
    author = "Christopoulou, Fenia  and
      Cardenas, Ronald  and
      Lampouras, Gerasimos  and
      Bou Ammar, Haitham  and
      Wang, Jun",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1389/",
    doi = "10.18653/v1/2025.findings-emnlp.1389",
    pages = "25477--25503",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{priya-etal-2025-argue,
    title = "We Argue to Agree: Towards Personality-Driven Argumentation-Based Negotiation Dialogue Systems for Tourism",
    author = "Priya, Priyanshu  and
      Dudhate, Saurav  and
      Yasheshbhai, Desai Vishesh  and
      Ekbal, Asif",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1390/",
    doi = "10.18653/v1/2025.findings-emnlp.1390",
    pages = "25504--25536",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{vrabcova-etal-2025-towards,
    title = "Towards the Roots of the Negation Problem: A Multilingual {NLI} Dataset and Model Scaling Analysis",
    author = "Vrabcov{\'a}, Tereza  and
      Kadl{\v{c}}{\'i}k, Marek  and
      Sojka, Petr  and
      {\v{S}}tef{\'a}nik, Michal  and
      Spiegel, Michal",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1391/",
    doi = "10.18653/v1/2025.findings-emnlp.1391",
    pages = "25537--25551",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{somayajula-etal-2025-improving,
    title = "Improving the Language Understanding Capabilities of Large Language Models Using Reinforcement Learning",
    author = "Somayajula, Sai Ashish  and
      Hu, Bokai  and
      Cao, Qi  and
      Pan, Xin  and
      Xie, Pengtao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1392/",
    doi = "10.18653/v1/2025.findings-emnlp.1392",
    pages = "25552--25567",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{seker-etal-2025-hatecat,
    title = "{HATECAT}-{TR}: A Hate Speech Span Detection and Categorization Dataset for {T}urkish",
    author = {{\c{S}}eker, Hasan Kerem  and
      Uludo{\u{g}}an, G{\"o}k{\c{c}}e  and
      {\"O}nal, Pelin  and
      {\"O}zg{\"u}r, Arzucan},
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1393/",
    doi = "10.18653/v1/2025.findings-emnlp.1393",
    pages = "25568--25579",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{ahasan-etal-2025-dm,
    title = "{DM}-Codec: Distilling Multimodal Representations for Speech Tokenization",
    author = "Ahasan, Md Mubtasim  and
      Fahim, Md  and
      Mohiuddin, Tasnim  and
      Rahman, Akmmahbubur  and
      Chadha, Aman  and
      Iqbal, Tariq  and
      Amin, M Ashraful  and
      Islam, Md Mofijul  and
      Ali, Amin Ahsan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1394/",
    doi = "10.18653/v1/2025.findings-emnlp.1394",
    pages = "25580--25602",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-lcan,
    title = "{LCAN}: A Label-Aware Contrastive Attention Network for Multi-Intent Recognition and Slot Filling in Task-Oriented Dialogue Systems",
    author = "Zhang, Shuli  and
      You, Zhiqiang  and
      Qi, Xiao Xiang  and
      Liu, Peng  and
      Wu, Gaode  and
      Xia, Kan  and
      Huang, Shenguang",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1395/",
    doi = "10.18653/v1/2025.findings-emnlp.1395",
    pages = "25603--25612",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{kucharavy-etal-2025-low,
    title = "Low-Resource Languages {LLM} Disinformation is Within Reach: The Case of Walliserdeutsch",
    author = "Kucharavy, Andrei  and
      Seppey, Sherine  and
      Vallez, Cyril  and
      David, Dimitri Percia  and
      Dolamic, Ljiljana",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1396/",
    doi = "10.18653/v1/2025.findings-emnlp.1396",
    pages = "25613--25625",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chu-etal-2025-exploring,
    title = "Exploring and Controlling Diversity in {LLM}-Agent Conversation",
    author = "Chu, KuanChao  and
      Chen, Yi-Pei  and
      Nakayama, Hideki",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1397/",
    doi = "10.18653/v1/2025.findings-emnlp.1397",
    pages = "25626--25644",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{sarangi-etal-2025-agentic,
    title = "Agentic-{T}o{M}: Cognition-Inspired Agentic Processing For Enhancing Theory of Mind Reasoning",
    author = "Sarangi, Sneheel  and
      Talele, Chetan  and
      Salam, Hanan",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1398/",
    doi = "10.18653/v1/2025.findings-emnlp.1398",
    pages = "25645--25661",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yi-etal-2025-edit,
    title = "Can We Edit {LLM}s for Long-Tail Biomedical Knowledge?",
    author = "Yi, Xinhao  and
      Lever, Jake  and
      Bryson, Kevin  and
      Meng, Zaiqiao",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1399/",
    doi = "10.18653/v1/2025.findings-emnlp.1399",
    pages = "25662--25679",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{chen-etal-2025-geopqa,
    title = "{G}eo{PQA}: Bridging the Visual Perception Gap in {MLLM}s for Geometric Reasoning",
    author = "Chen, Guizhen  and
      Xu, Weiwen  and
      Zhang, Hao  and
      Chan, Hou Pong  and
      Zhao, Deli  and
      Luu, Anh Tuan  and
      Rong, Yu",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1400/",
    doi = "10.18653/v1/2025.findings-emnlp.1400",
    pages = "25680--25688",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{zhang-etal-2025-cm,
    title = "{CM}-Align: Consistency-based Multilingual Alignment for Large Language Models",
    author = "Zhang, Xue  and
      Liang, Yunlong  and
      Meng, Fandong  and
      Zhang, Songming  and
      Chen, Yufeng  and
      Xu, Jinan  and
      Zhou, Jie",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1401/",
    doi = "10.18653/v1/2025.findings-emnlp.1401",
    pages = "25689--25702",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{potamitis-etal-2025-cache,
    title = "Cache Saver: A Modular Framework for Efficient, Affordable, and Reproducible {LLM} Inference",
    author = "Potamitis, Nearchos  and
      Klein, Lars Henning  and
      Mohammadi, Bardia  and
      Xu, Chongyang  and
      Mukherjee, Attreyee  and
      Tandon, Niket  and
      Bindschaedler, Laurent  and
      Arora, Akhil",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1402/",
    doi = "10.18653/v1/2025.findings-emnlp.1402",
    pages = "25703--25724",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{nobakhtian-etal-2025-evaluating,
    title = "Evaluating Cultural Knowledge and Reasoning in {LLM}s Through {P}ersian Allusions",
    author = "Nobakhtian, Melika  and
      Yaghoobzadeh, Yadollah  and
      Pilehvar, Mohammad Taher",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1403/",
    doi = "10.18653/v1/2025.findings-emnlp.1403",
    pages = "25725--25737",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{thomson-etal-2025-evolving,
    title = "Evolving Stances on Reproducibility: A Longitudinal Study of {NLP} and {ML} Researchers' Views and Experience of Reproducibility",
    author = "Thomson, Craig  and
      Reiter, Ehud  and
      Sedoc, Jo{\~a}o  and
      Belz, Anya",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1404/",
    doi = "10.18653/v1/2025.findings-emnlp.1404",
    pages = "25738--25760",
    ISBN = "979-8-89176-335-7"
}
@inproceedings{yang-etal-2025-kahan,
    title = "{KAHAN}: Knowledge-Augmented Hierarchical Analysis and Narration for Financial Data Narration",
    author = "Yang, Yajing  and
      Deng, Tony  and
      Kan, Min-Yen",
    editor = "Christodoulopoulos, Christos  and
      Chakraborty, Tanmoy  and
      Rose, Carolyn  and
      Peng, Violet",
    booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2025",
    month = nov,
    year = "2025",
    address = "Suzhou, China",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-lrec/2025.findings-emnlp.1405/",
    doi = "10.18653/v1/2025.findings-emnlp.1405",
    pages = "25761--25785",
    ISBN = "979-8-89176-335-7"
}