@proceedings{findings-ws-2025-acl,
    title = "Findings of the Association for Computational Linguistics: ACL 2025",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.0/",
    doi = "10.18653/v1/2025.findings-acl.0",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhao-etal-2025-explicit,
    title = "Explicit vs. Implicit: Investigating Social Bias in Large Language Models through Self-Reflection",
    author = "Zhao, Yachao  and
      Wang, Bo  and
      Wang, Yan  and
      Zhao, Dongming  and
      He, Ruifang  and
      Hou, Yuexian",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1/",
    doi = "10.18653/v1/2025.findings-acl.1",
    pages = "1--12",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jiang-etal-2025-beyond,
    title = "Beyond Perception: Evaluating Abstract Visual Reasoning through Multi-Stage Task",
    author = "Jiang, Yanbei  and
      Ding, Yihao  and
      Lei, Chao  and
      Ao, Jiayang  and
      Lau, Jey Han  and
      Ehinger, Krista A.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.2/",
    doi = "10.18653/v1/2025.findings-acl.2",
    pages = "13--45",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{feng-etal-2025-numerical,
    title = "How Numerical Precision Affects Arithmetical Reasoning Capabilities of {LLM}s",
    author = "Feng, Guhao  and
      Yang, Kai  and
      Gu, Yuntian  and
      Ai, Xinyue  and
      Luo, Shengjie  and
      Sun, Jiacheng  and
      He, Di  and
      Li, Zhenguo  and
      Wang, Liwei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.3/",
    doi = "10.18653/v1/2025.findings-acl.3",
    pages = "46--85",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-diversifying,
    title = "Diversifying the Expert Knowledge for Task-Agnostic Pruning in Sparse Mixture-of-Experts",
    author = "Zhang, Zeliang  and
      Liu, Xiaodong  and
      Cheng, Hao  and
      Xu, Chenliang  and
      Gao, Jianfeng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.4/",
    doi = "10.18653/v1/2025.findings-acl.4",
    pages = "86--102",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-persona,
    title = "A Persona-Aware {LLM}-Enhanced Framework for Multi-Session Personalized Dialogue Generation",
    author = "Liu, Dongshuo  and
      Wu, Zhijing  and
      Song, Dandan  and
      Huang, Heyan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.5/",
    doi = "10.18653/v1/2025.findings-acl.5",
    pages = "103--123",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tian-etal-2025-exploring,
    title = "Exploring In-Image Machine Translation with Real-World Background",
    author = "Tian, Yanzhi  and
      Liu, Zeming  and
      Liu, Zhengyang  and
      Guo, Yuhang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.6/",
    doi = "10.18653/v1/2025.findings-acl.6",
    pages = "124--137",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-bayeskd,
    title = "{B}ayes{KD}: {B}ayesian Knowledge Distillation for Compact {LLM}s in Constrained Fine-tuning Scenarios",
    author = "Li, Wei  and
      Li, Lujun  and
      Lee, Mark G.  and
      Sun, Shengjie  and
      Zhang, Lei  and
      Xue, Wei  and
      Guo, Yike",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.7/",
    doi = "10.18653/v1/2025.findings-acl.7",
    pages = "138--152",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-zhang-2025-golfer,
    title = "{GOLF}er: Smaller {LM}s-Generated Documents Hallucination Filter {\&} Combiner for Query Expansion in Information Retrieval",
    author = "Liu, Lingyuan  and
      Zhang, Mengxiang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.8/",
    doi = "10.18653/v1/2025.findings-acl.8",
    pages = "153--162",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-zhang-2025-exp4fuse,
    title = "{E}xp4{F}use: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query Expansion",
    author = "Liu, Lingyuan  and
      Zhang, Mengxiang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.9/",
    doi = "10.18653/v1/2025.findings-acl.9",
    pages = "163--173",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{shvets-2025-emo,
    title = "Emo Pillars: Knowledge Distillation to Support Fine-Grained Context-Aware and Context-Less Emotion Classification",
    author = "Shvets, Alexander",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.10/",
    doi = "10.18653/v1/2025.findings-acl.10",
    pages = "174--191",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cheng-etal-2025-multi,
    title = "Multi-Prompting Decoder Helps Better Language Understanding",
    author = "Cheng, Zifeng  and
      Chen, Zhaoling  and
      Jiang, Zhiwei  and
      Yin, Yafeng  and
      Wang, Cong  and
      Ge, Shiping  and
      Gu, Qing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.11/",
    doi = "10.18653/v1/2025.findings-acl.11",
    pages = "192--208",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{russell-harte-2025-visual,
    title = "Visual Cues Enhance Predictive Turn-Taking for Two-Party Human Interaction",
    author = "Russell, Sam O{'}Connor  and
      Harte, Naomi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.12/",
    doi = "10.18653/v1/2025.findings-acl.12",
    pages = "209--221",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{he-etal-2025-right,
    title = "The Right Time Matters: Data Arrangement Affects Zero-Shot Generalization in Instruction Tuning",
    author = "He, Bingxiang  and
      Ding, Ning  and
      Qian, Cheng  and
      Deng, Jia  and
      Cui, Ganqu  and
      Yuan, Lifan  and
      Hong, Haiwen  and
      Gao, Huan-ang  and
      Huang, Longtao  and
      Xue, Hui  and
      Chen, Huimin  and
      Liu, Zhiyuan  and
      Sun, Maosong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.13/",
    doi = "10.18653/v1/2025.findings-acl.13",
    pages = "222--243",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhu-etal-2025-mfinmeeting,
    title = "MFinMeeting: A Multilingual, Multi-Sector, and Multi-Task Financial Meeting Understanding Evaluation Dataset",
    author = "Zhu, Jie  and
      Li, Junhui  and
      Wen, Yalong  and
      Li, Xiandong  and
      Guo, Lifan  and
      Chen, Feng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.14/",
    doi = "10.18653/v1/2025.findings-acl.14",
    pages = "244--266",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhong-etal-2025-odda,
    title = "{ODDA}: An {OODA}-Driven Diverse Data Augmentation Framework for Low-Resource Relation Extraction",
    author = "Zhong, Yijie  and
      Gao, Yunfan  and
      Zhang, Xiaolian  and
      Wang, Haofen",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.15/",
    doi = "10.18653/v1/2025.findings-acl.15",
    pages = "267--285",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cagliero-etal-2025-detecting,
    title = "Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video {LLM}s",
    author = "Cagliero, Luca  and
      Vaiani, Lorenzo  and
      Pastor, Eliana  and
      Koudounas, Alkis  and
      Baralis, Elena  and
      Mazzia, Vittorio  and
      Pollastrini, Sandro  and
      Gueudre, Thomas  and
      Giollo, Manuel  and
      Amberti, Daniele  and
      Wu, Yue",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.16/",
    doi = "10.18653/v1/2025.findings-acl.16",
    pages = "286--301",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{mahmoud-etal-2025-entity,
    title = "Entity Framing and Role Portrayal in the News",
    author = "Mahmoud, Tarek  and
      Xie, Zhuohan  and
      Dimitrov, Dimitar Iliyanov  and
      Nikolaidis, Nikolaos  and
      Silvano, Purifica{\c{c}}{\~a}o  and
      Yangarber, Roman  and
      Sharma, Shivam  and
      Sartori, Elisa  and
      Stefanovitch, Nicolas  and
      Da San Martino, Giovanni  and
      Piskorski, Jakub  and
      Nakov, Preslav",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.17/",
    doi = "10.18653/v1/2025.findings-acl.17",
    pages = "302--326",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wan-etal-2025-derailer,
    title = "Derailer-Rerailer: Adaptive Verification for Efficient and Reliable Language Model Reasoning",
    author = "Wan, Guangya  and
      Wu, Yuqi  and
      Wang, Hao  and
      Zhao, Shengming  and
      Chen, Jie  and
      Li, Sheng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.18/",
    doi = "10.18653/v1/2025.findings-acl.18",
    pages = "327--348",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-zhang-2025-leveraging,
    title = "Leveraging Large Language Models for Conversational Multi-Doc Question Answering: The First Place of {WSDM} Cup 2024",
    author = "Li, Yiming  and
      Zhang, Zhao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.19/",
    doi = "10.18653/v1/2025.findings-acl.19",
    pages = "349--355",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tao-etal-2025-treerag,
    title = "{T}ree{RAG}: Unleashing the Power of Hierarchical Storage for Enhanced Knowledge Retrieval in Long Documents",
    author = "Tao, Wenyu  and
      Xing, Xiaofen  and
      Chen, Yirong  and
      Huang, Linyi  and
      Xu, Xiangmin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.20/",
    doi = "10.18653/v1/2025.findings-acl.20",
    pages = "356--371",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ding-etal-2025-attention,
    title = "Attention with Dependency Parsing Augmentation for Fine-Grained Attribution",
    author = "Ding, Qiang  and
      Luo, Lvzhou  and
      Cao, Yixuan  and
      Luo, Ping",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.21/",
    doi = "10.18653/v1/2025.findings-acl.21",
    pages = "372--387",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hu-etal-2025-astro,
    title = "{ASTRO}: Automatic Strategy Optimization For Non-Cooperative Dialogues",
    author = "Hu, Yikuan  and
      Huang, Chen  and
      Lei, Wenqiang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.22/",
    doi = "10.18653/v1/2025.findings-acl.22",
    pages = "388--408",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xiong-etal-2025-defensive,
    title = "Defensive Prompt Patch: A Robust and Generalizable Defense of Large Language Models against Jailbreak Attacks",
    author = "Xiong, Chen  and
      Qi, Xiangyu  and
      Chen, Pin-Yu  and
      Ho, Tsung-Yi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.23/",
    doi = "10.18653/v1/2025.findings-acl.23",
    pages = "409--437",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lin-zeldes-2025-gum,
    title = "{GUM}-{SAGE}: A Novel Dataset and Approach for Graded Entity Salience Prediction",
    author = "Lin, Jessica  and
      Zeldes, Amir",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.24/",
    doi = "10.18653/v1/2025.findings-acl.24",
    pages = "438--455",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sadeddine-suchanek-2025-verifying,
    title = "Verifying the Steps of Deductive Reasoning Chains",
    author = "Sadeddine, Zacchary  and
      Suchanek, Fabian M.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.25/",
    doi = "10.18653/v1/2025.findings-acl.25",
    pages = "456--475",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zahraei-emami-2025-translate,
    title = "Translate With Care: Addressing Gender Bias, Neutrality, and Reasoning in Large Language Model Translations",
    author = "Zahraei, Pardis Sadat  and
      Emami, Ali",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.26/",
    doi = "10.18653/v1/2025.findings-acl.26",
    pages = "476--501",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{warner-etal-2025-utilizing,
    title = "Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection",
    author = "Warner, Benjamin C.  and
      Xu, Ziqi  and
      Haroutounian, Simon  and
      Kannampallil, Thomas  and
      Lu, Chenyang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.27/",
    doi = "10.18653/v1/2025.findings-acl.27",
    pages = "502--520",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tian-etal-2025-distance,
    title = "Distance between Relevant Information Pieces Causes Bias in Long-Context {LLM}s",
    author = "Tian, Runchu  and
      Li, Yanghao  and
      Fu, Yuepeng  and
      Deng, Siyang  and
      Luo, Qinyu  and
      Qian, Cheng  and
      Wang, Shuo  and
      Cong, Xin  and
      Zhang, Zhong  and
      Wu, Yesai  and
      Lin, Yankai  and
      Wang, Huadong  and
      Liu, Xiaojiang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.28/",
    doi = "10.18653/v1/2025.findings-acl.28",
    pages = "521--533",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{dumitru-etal-2025-variable,
    title = "Variable Layerwise Quantization: A Simple and Effective Approach to Quantize {LLM}s",
    author = "Dumitru, Razvan-Gabriel  and
      Yadav, Vikas  and
      Maheshwary, Rishabh  and
      Clotan, Paul Ioan  and
      Madhusudhan, Sathwik Tejaswi  and
      Surdeanu, Mihai",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.29/",
    doi = "10.18653/v1/2025.findings-acl.29",
    pages = "534--550",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{irie-2025-positional,
    title = "Why Are Positional Encodings Nonessential for Deep Autoregressive Transformers? A Petroglyph Revisited",
    author = "Irie, Kazuki",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.30/",
    doi = "10.18653/v1/2025.findings-acl.30",
    pages = "551--559",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cui-etal-2025-crpo,
    title = "{CRPO}: Confidence-Reward Driven Preference Optimization for Machine Translation",
    author = "Cui, Guofeng  and
      Wang, Pichao  and
      Liu, Yang  and
      Ke, Zemian  and
      Liu, Zhu  and
      Bhat, Vimal",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.31/",
    doi = "10.18653/v1/2025.findings-acl.31",
    pages = "560--574",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{nakshatri-etal-2025-talking,
    title = "Talking Point based Ideological Discourse Analysis in News Events",
    author = "Nakshatri, Nishanth Sridhar  and
      Mehta, Nikhil  and
      Liu, Siyi  and
      Chen, Sihao  and
      Hopkins, Daniel  and
      Roth, Dan  and
      Goldwasser, Dan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.32/",
    doi = "10.18653/v1/2025.findings-acl.32",
    pages = "575--594",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-flashback,
    title = "{F}lash{B}ack: Efficient Retrieval-Augmented Language Modeling for Fast Inference",
    author = "Liu, Runheng  and
      Xiao, Xingchen  and
      Huang, Heyan  and
      Chi, Zewen  and
      Wu, Zhijing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.33/",
    doi = "10.18653/v1/2025.findings-acl.33",
    pages = "595--608",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yu-etal-2025-cmqcic,
    title = "{CMQCIC}-Bench: A {C}hinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation",
    author = "Yu, Guangya  and
      Li, Yanhao  and
      Jiang, Zongying  and
      Jin, Yuxiong  and
      Dai, Li  and
      Lin, Yupian  and
      Hou, Ruihui  and
      Zhang, Weiyan  and
      Fan, Yongqi  and
      Ye, Qi  and
      Liu, Jingping  and
      Ruan, Tong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.34/",
    doi = "10.18653/v1/2025.findings-acl.34",
    pages = "609--626",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-conke,
    title = "{C}on{KE}: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning",
    author = "Zhang, Liyu  and
      Wang, Weiqi  and
      Fang, Tianqing  and
      Song, Yangqiu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.35/",
    doi = "10.18653/v1/2025.findings-acl.35",
    pages = "627--635",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{shen-etal-2025-exploring,
    title = "Exploring Multi-Modal Data with Tool-Augmented {LLM} Agents for Precise Causal Discovery",
    author = "Shen, ChengAo  and
      Chen, Zhengzhang  and
      Luo, Dongsheng  and
      Xu, Dongkuan  and
      Chen, Haifeng  and
      Ni, Jingchao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.36/",
    doi = "10.18653/v1/2025.findings-acl.36",
    pages = "636--660",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{dai-etal-2025-parsql,
    title = "{PARSQL}: Enhancing Text-to-{SQL} through {SQL} Parsing and Reasoning",
    author = "Dai, Yaxun  and
      Yang, Haiqin  and
      Hao, Mou  and
      Chao, Pingfu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.37/",
    doi = "10.18653/v1/2025.findings-acl.37",
    pages = "661--681",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{bao-etal-2025-probing,
    title = "Probing the Geometry of Truth: Consistency and Generalization of Truth Directions in {LLM}s Across Logical Transformations and Question Answering Tasks",
    author = "Bao, Yuntai  and
      Zhang, Xuhong  and
      Du, Tianyu  and
      Zhao, Xinkui  and
      Feng, Zhengwen  and
      Peng, Hao  and
      Yin, Jianwei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.38/",
    doi = "10.18653/v1/2025.findings-acl.38",
    pages = "682--700",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{bansal-etal-2025-comparing,
    title = "Comparing Bad Apples to Good Oranges Aligning Large Language Models via Joint Preference Optimization",
    author = "Bansal, Hritik  and
      Suvarna, Ashima  and
      Bhatt, Gantavya  and
      Peng, Nanyun  and
      Chang, Kai-Wei  and
      Grover, Aditya",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.39/",
    doi = "10.18653/v1/2025.findings-acl.39",
    pages = "701--723",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yu-etal-2025-testagent,
    title = "{T}est{A}gent: An Adaptive and Intelligent Expert for Human Assessment",
    author = "Yu, Junhao  and
      Zhuang, Yan  and
      Sun, Yuxuan  and
      Gao, Weibo  and
      Liu, Qi  and
      Cheng, Mingyue  and
      Huang, Zhenya  and
      Chen, Enhong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.40/",
    doi = "10.18653/v1/2025.findings-acl.40",
    pages = "724--747",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-spica,
    title = "{SPICA}: Retrieving Scenarios for Pluralistic In-Context Alignment",
    author = "Chen, Quan Ze  and
      Feng, Kevin  and
      Park, Chan Young  and
      Zhang, Amy X",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.41/",
    doi = "10.18653/v1/2025.findings-acl.41",
    pages = "748--765",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jain-etal-2025-first,
    title = "First-Step Advantage: Importance of Starting Right in Multi-Step Math Reasoning",
    author = "Jain, Kushal  and
      Miller, Moritz  and
      Tandon, Niket  and
      Shridhar, Kumar",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.42/",
    doi = "10.18653/v1/2025.findings-acl.42",
    pages = "766--778",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xiang-etal-2025-evaluating,
    title = "Evaluating Instructively Generated Statement by Large Language Models for Directional Event Causality Identification",
    author = "Xiang, Wei  and
      Zhan, Chuanhong  and
      Zhang, Qing  and
      Wang, Bang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.43/",
    doi = "10.18653/v1/2025.findings-acl.43",
    pages = "779--785",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wei-etal-2025-coinmath,
    title = "{C}oin{M}ath: Harnessing the Power of Coding Instruction for Math {LLM}",
    author = "Wei, Chengwei  and
      Wang, Bin  and
      Kim, Jung-jae  and
      Liu, Guimei  and
      Chen, Nancy F.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.44/",
    doi = "10.18653/v1/2025.findings-acl.44",
    pages = "786--797",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{mujahid-etal-2025-profiling,
    title = "Profiling News Media for Factuality and Bias Using {LLM}s and the Fact-Checking Methodology of Human Experts",
    author = "Mujahid, Zain Muhammad  and
      Azizov, Dilshod  and
      Agro, Maha Tufail  and
      Nakov, Preslav",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.45/",
    doi = "10.18653/v1/2025.findings-acl.45",
    pages = "798--819",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-structured,
    title = "Structured Discourse Representation for Factual Consistency Verification",
    author = "Zhang, Kun  and
      Balalau, Oana  and
      Manolescu, Ioana",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.46/",
    doi = "10.18653/v1/2025.findings-acl.46",
    pages = "820--838",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kong-etal-2025-sharp,
    title = "{SHARP}: Unlocking Interactive Hallucination via Stance Transfer in Role-Playing {LLM}s",
    author = "Kong, Chuyi  and
      Luo, Ziyang  and
      Lin, Hongzhan  and
      Fan, Zhiyuan  and
      Fan, Yaxin  and
      Sun, Yuxi  and
      Ma, Jing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.47/",
    doi = "10.18653/v1/2025.findings-acl.47",
    pages = "839--866",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gessler-etal-2025-understanding,
    title = "Understanding the Gap: an Analysis of Research Collaborations in {NLP} and Language Documentation",
    author = "Gessler, Luke  and
      Palmer, Alexis  and
      Wense, Katharina Von Der",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.48/",
    doi = "10.18653/v1/2025.findings-acl.48",
    pages = "867--877",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tan-etal-2025-personabench,
    title = "{P}ersona{B}ench: Evaluating {AI} Models on Understanding Personal Information through Accessing (Synthetic) Private User Data",
    author = "Tan, Juntao  and
      Yang, Liangwei  and
      Liu, Zuxin  and
      Liu, Zhiwei  and
      R N, Rithesh  and
      Awalgaonkar, Tulika Manoj  and
      Zhang, Jianguo  and
      Yao, Weiran  and
      Zhu, Ming  and
      Kokane, Shirley  and
      Savarese, Silvio  and
      Wang, Huan  and
      Xiong, Caiming  and
      Heinecke, Shelby",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.49/",
    doi = "10.18653/v1/2025.findings-acl.49",
    pages = "878--893",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gebreegziabher-etal-2025-leveraging,
    title = "Leveraging Variation Theory in Counterfactual Data Augmentation for Optimized Active Learning",
    author = "Gebreegziabher, Simret A  and
      Ai, Kuangshi  and
      Zhang, Zheng  and
      Glassman, Elena  and
      Li, Toby Jia-Jun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.50/",
    doi = "10.18653/v1/2025.findings-acl.50",
    pages = "894--906",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{modesitt-etal-2025-orbit,
    title = "{ORBIT}: Cost-Effective Dataset Curation for Large Language Model Domain Adaptation with an Astronomy Case Study",
    author = "Modesitt, Eric  and
      Yang, Ke  and
      Hulsey, Spencer  and
      Liu, Xin  and
      Zhai, ChengXiang  and
      Kindratenko, Volodymyr",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.51/",
    doi = "10.18653/v1/2025.findings-acl.51",
    pages = "907--926",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{guo-vosoughi-2025-serial,
    title = "Serial Position Effects of Large Language Models",
    author = "Guo, Xiaobo  and
      Vosoughi, Soroush",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.52/",
    doi = "10.18653/v1/2025.findings-acl.52",
    pages = "927--953",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yu-etal-2025-scrag,
    title = "sc{RAG}: Hybrid Retrieval-Augmented Generation for {LLM}-based Cross-Tissue Single-Cell Annotation",
    author = "Yu, Zhiyin  and
      Zheng, Chao  and
      Chen, Chong  and
      Hua, Xian-Sheng  and
      Luo, Xiao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.53/",
    doi = "10.18653/v1/2025.findings-acl.53",
    pages = "954--970",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{akash-etal-2025-large,
    title = "Can Large Language Models Address Open-Target Stance Detection?",
    author = "Akash, Abu Ubaida  and
      Fahmy, Ahmed  and
      Trabelsi, Amine",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.54/",
    doi = "10.18653/v1/2025.findings-acl.54",
    pages = "971--985",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yin-etal-2025-improve,
    title = "Improve Language Model and Brain Alignment via Associative Memory",
    author = "Yin, Congchi  and
      Zhang, Yongpeng  and
      Wen, Xuyun  and
      Li, Piji",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.55/",
    doi = "10.18653/v1/2025.findings-acl.55",
    pages = "986--999",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ma-etal-2025-towards,
    title = "Towards Reliable Large Audio Language Model",
    author = "Ma, Ziyang  and
      Li, Xiquan  and
      Song, Yakun  and
      Chen, Wenxi  and
      Du, Chenpeng  and
      Wu, Jian  and
      Chen, Yuanzhe  and
      Chen, Zhuo  and
      Wang, Yuping  and
      Wang, Yuxuan  and
      Chen, Xie",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.56/",
    doi = "10.18653/v1/2025.findings-acl.56",
    pages = "1000--1014",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{takase-etal-2025-large,
    title = "Large Vocabulary Size Improves Large Language Models",
    author = "Takase, Sho  and
      Ri, Ryokan  and
      Kiyono, Shun  and
      Kato, Takuya",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.57/",
    doi = "10.18653/v1/2025.findings-acl.57",
    pages = "1015--1026",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-muse,
    title = "{MUSE}: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles",
    author = "Wang, Zihan  and
      Yang, Xiaocui  and
      Liu, YongKang  and
      Feng, Shi  and
      Wang, Daling  and
      Zhang, Yifei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.58/",
    doi = "10.18653/v1/2025.findings-acl.58",
    pages = "1027--1053",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wastl-etal-2025-machine,
    title = "Machine Translation Models are Zero-Shot Detectors of Translation Direction",
    author = "Wastl, Michelle  and
      Vamvas, Jannis  and
      Sennrich, Rico",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.59/",
    doi = "10.18653/v1/2025.findings-acl.59",
    pages = "1054--1074",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{huang-etal-2025-robot,
    title = "Do Robot Snakes Dream like Electric Sheep? Investigating the Effects of Architectural Inductive Biases on Hallucination",
    author = "Huang, Jerry  and
      Parthasarathi, Prasanna  and
      Rezagholizadeh, Mehdi  and
      Chen, Boxing  and
      Chandar, Sarath",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.60/",
    doi = "10.18653/v1/2025.findings-acl.60",
    pages = "1075--1096",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{he-etal-2025-gentool,
    title = "{G}en{T}ool: Enhancing Tool Generalization in Language Models through Zero-to-One and Weak-to-Strong Simulation",
    author = "He, Jie  and
      Neville, Jennifer  and
      Wan, Mengting  and
      Yang, Longqi  and
      Liu, Hui  and
      Xu, Xiaofeng  and
      Song, Xia  and
      Pan, Jeff Z.  and
      Zhou, Pei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.61/",
    doi = "10.18653/v1/2025.findings-acl.61",
    pages = "1097--1122",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xie-etal-2025-swe,
    title = "{SWE}-Fixer: Training Open-Source {LLM}s for Effective and Efficient {G}it{H}ub Issue Resolution",
    author = "Xie, Chengxing  and
      Li, Bowen  and
      Gao, Chang  and
      Du, He  and
      Lam, Wai  and
      Zou, Difan  and
      Chen, Kai",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.62/",
    doi = "10.18653/v1/2025.findings-acl.62",
    pages = "1123--1139",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wu-etal-2025-glyphpattern,
    title = "{G}lyph{P}attern: An Abstract Pattern Recognition for Vision-Language Models",
    author = "Wu, Zixuan  and
      Kim, Yoolim  and
      Anderson, Carolyn Jane",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.63/",
    doi = "10.18653/v1/2025.findings-acl.63",
    pages = "1140--1175",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-fitcf,
    title = "{F}it{CF}: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation",
    author = {Wang, Qianli  and
      Feldhus, Nils  and
      Ostermann, Simon  and
      Villa-Arenas, Luis Felipe  and
      M{\"o}ller, Sebastian  and
      Schmitt, Vera},
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.64/",
    doi = "10.18653/v1/2025.findings-acl.64",
    pages = "1176--1191",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-misleading,
    title = "From Misleading Queries to Accurate Answers: A Three-Stage Fine-Tuning Method for {LLM}s",
    author = "Li, Guocong  and
      Liu, Weize  and
      Wu, Yihang  and
      Wang, Ping  and
      Huang, Shuaihan  and
      Xu, Hongxia  and
      Wu, Jian",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.65/",
    doi = "10.18653/v1/2025.findings-acl.65",
    pages = "1192--1209",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wu-etal-2025-separate,
    title = "Separate the Wheat from the Chaff: A Post-Hoc Approach to Safety Re-Alignment for Fine-Tuned Language Models",
    author = "Wu, Di  and
      Lu, Xin  and
      Zhao, Yanyan  and
      Qin, Bing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.66/",
    doi = "10.18653/v1/2025.findings-acl.66",
    pages = "1210--1225",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xu-etal-2025-nuclear,
    title = "Nuclear Deployed!: Analyzing Catastrophic Risks in Decision-making of Autonomous {LLM} Agents",
    author = "Xu, Rongwu  and
      Li, Xiaojian  and
      Chen, Shuo  and
      Xu, Wei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.67/",
    doi = "10.18653/v1/2025.findings-acl.67",
    pages = "1226--1310",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-mixture,
    title = "{M}o{RE}: A Mixture of Low-Rank Experts for Adaptive Multi-Task Learning",
    author = "Zhang, Dacao  and
      Zhang, Kun  and
      Chu, Shimao  and
      Wu, Le  and
      Li, Xin  and
      Wei, Si",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.68/",
    doi = "10.18653/v1/2025.findings-acl.68",
    pages = "1311--1324",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xiao-etal-2025-lunar,
    title = "Lunar Twins: We Choose to Go to the Moon with Large Language Models",
    author = "Xiao, Xin-Yu  and
      Liu, Yalei  and
      Liu, Xiangyu  and
      Li, Zengrui  and
      Yin, Erwei  and
      Xia, Qianchen",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.69/",
    doi = "10.18653/v1/2025.findings-acl.69",
    pages = "1325--1339",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhao-etal-2025-sphere,
    title = "{SPHERE}: An Evaluation Card for Human-{AI} Systems",
    author = "Zhao, Dora  and
      Ma, Qianou  and
      Zhao, Xinran  and
      Si, Chenglei  and
      Yang, Chenyang  and
      Louie, Ryan  and
      Reiter, Ehud  and
      Yang, Diyi  and
      Wu, Tongshuang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.70/",
    doi = "10.18653/v1/2025.findings-acl.70",
    pages = "1340--1365",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-data,
    title = "Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling",
    author = "Chen, Maximillian  and
      Sun, Ruoxi  and
      Arik, Sercan O",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.71/",
    doi = "10.18653/v1/2025.findings-acl.71",
    pages = "1366--1387",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-question,
    title = "Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models",
    author = "Liu, Haochen  and
      Wang, Song  and
      Chen, Chen  and
      Li, Jundong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.72/",
    doi = "10.18653/v1/2025.findings-acl.72",
    pages = "1388--1400",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{qu-etal-2025-uq,
    title = "$\texttt{UQ-Merge}$: Uncertainty Guided Multimodal Large Language Model Merging",
    author = "Qu, Huaizhi  and
      Zhao, Xinyu  and
      Peng, Jie  and
      Lee, Kwonjoon  and
      Dariush, Behzad  and
      Chen, Tianlong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.73/",
    doi = "10.18653/v1/2025.findings-acl.73",
    pages = "1401--1417",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{weidinger-etal-2025-aquaechr,
    title = "{AQ}u{AECHR}: Attributed Question Answering for {E}uropean Court of Human Rights",
    author = "Weidinger, Korbinian Q.  and
      T.y.s.s, Santosh  and
      Ichim, Oana  and
      Grabmair, Matthias",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.74/",
    doi = "10.18653/v1/2025.findings-acl.74",
    pages = "1418--1447",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-leveraging-unit,
    title = "Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation",
    author = "Zhang, Yuhao  and
      Ma, Xiangnan  and
      Kou, Kaiqi  and
      Liu, Peizhuo  and
      Shan, Weiqiao  and
      Wang, Benyou  and
      Xiao, Tong  and
      Huang, Yuxin  and
      Yu, Zhengtao  and
      Zhu, JingBo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.75/",
    doi = "10.18653/v1/2025.findings-acl.75",
    pages = "1448--1460",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-ponder,
    title = "Ponder {\&} Press: Advancing Visual {GUI} Agent towards General Computer Control",
    author = "Wang, Yiqin  and
      Zhang, Haoji  and
      Tian, Jingqi  and
      Tang, Yansong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.76/",
    doi = "10.18653/v1/2025.findings-acl.76",
    pages = "1461--1473",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gui-etal-2025-logicgame,
    title = "{L}ogic{G}ame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models",
    author = "Gui, Jiayi  and
      Liu, Yiming  and
      Cheng, Jiale  and
      Gu, Xiaotao  and
      Liu, Xiao  and
      Wang, Hongning  and
      Dong, Yuxiao  and
      Tang, Jie  and
      Huang, Minlie",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.77/",
    doi = "10.18653/v1/2025.findings-acl.77",
    pages = "1474--1491",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ji-etal-2025-llm,
    title = "{LLM}-Based Multi-Agent Systems are Scalable Graph Generative Models",
    author = "Ji, Jiarui  and
      Lei, Runlin  and
      Bi, Jialing  and
      Wei, Zhewei  and
      Chen, Xu  and
      Lin, Yankai  and
      Pan, Xuchen  and
      Li, Yaliang  and
      Ding, Bolin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.78/",
    doi = "10.18653/v1/2025.findings-acl.78",
    pages = "1492--1523",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yang-etal-2025-ad,
    title = "{AD}-{LLM}: Benchmarking Large Language Models for Anomaly Detection",
    author = "Yang, Tiankai  and
      Nian, Yi  and
      Li, Li  and
      Xu, Ruiyao  and
      Li, Yuangang  and
      Li, Jiaqi  and
      Xiao, Zhuo  and
      Hu, Xiyang  and
      Rossi, Ryan A.  and
      Ding, Kaize  and
      Hu, Xia  and
      Zhao, Yue",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.79/",
    doi = "10.18653/v1/2025.findings-acl.79",
    pages = "1524--1547",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-rtadev,
    title = "{RTAD}ev: Intention Aligned Multi-Agent Framework for Software Development",
    author = "Liu, Jie  and
      Wang, Guohua  and
      Yang, Ronghui  and
      Zeng, Jiajie  and
      Zhao, Mengchen  and
      Cai, Yi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.80/",
    doi = "10.18653/v1/2025.findings-acl.80",
    pages = "1548--1581",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{shandilya-etal-2025-taco,
    title = "{TACO}-{RL}: Task Aware Prompt Compression Optimization with Reinforcement Learning",
    author = {Shandilya, Shivam  and
      Xia, Menglin  and
      Ghosh, Supriyo  and
      Jiang, Huiqiang  and
      Zhang, Jue  and
      Wu, Qianhui  and
      R{\"u}hle, Victor  and
      Rajmohan, Saravan},
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.81/",
    doi = "10.18653/v1/2025.findings-acl.81",
    pages = "1582--1597",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{park-etal-2025-character,
    title = "A Character-Centric Creative Story Generation via Imagination",
    author = "Park, Kyeongman  and
      Kim, Minbeom  and
      Jung, Kyomin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.82/",
    doi = "10.18653/v1/2025.findings-acl.82",
    pages = "1598--1645",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-proverbs,
    title = "Proverbs Run in Pairs: Evaluating Proverb Translation Capability of Large Language Model",
    author = "Wang, Minghan  and
      Pham, Viet Thanh  and
      Moghimifar, Farhad  and
      Vu, Thuy-Trang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.83/",
    doi = "10.18653/v1/2025.findings-acl.83",
    pages = "1646--1662",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-towards-efficient,
    title = "Towards Efficient {LLM} Grounding for Embodied Multi-Agent Collaboration",
    author = "Zhang, Yang  and
      Yang, Shixin  and
      Bai, Chenjia  and
      Wu, Fei  and
      Li, Xiu  and
      Wang, Zhen  and
      Li, Xuelong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.84/",
    doi = "10.18653/v1/2025.findings-acl.84",
    pages = "1663--1699",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tan-etal-2025-uaqfact,
    title = "{UAQF}act: Evaluating Factual Knowledge Utilization of {LLM}s on Unanswerable Questions",
    author = "Tan, Chuanyuan  and
      Shao, Wenbiao  and
      Xiong, Hao  and
      Zhu, Tong  and
      Liu, Zhenhua  and
      Shi, Kai  and
      Chen, Wenliang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.85/",
    doi = "10.18653/v1/2025.findings-acl.85",
    pages = "1700--1715",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{qiang-etal-2025-exploring-knowledge,
    title = "Exploring Knowledge Filtering for Retrieval-Augmented Discriminative Tasks",
    author = "Qiang, Minjie  and
      Wang, Zhongqing  and
      Bao, Xiaoyi  and
      Ma, HaoYuan  and
      Li, Shoushan  and
      Zhou, Guodong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.86/",
    doi = "10.18653/v1/2025.findings-acl.86",
    pages = "1716--1729",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-group,
    title = "Group then Scale: Dynamic Mixture-of-Experts Multilingual Language Model",
    author = "Li, Chong  and
      Deng, Yingzhuo  and
      Zhang, Jiajun  and
      Zong, Chengqing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.87/",
    doi = "10.18653/v1/2025.findings-acl.87",
    pages = "1730--1754",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yu-etal-2025-beyond-verbal,
    title = "Beyond Verbal Cues: Emotional Contagion Graph Network for Causal Emotion Entailment",
    author = "Yu, Fangxu  and
      Guo, Junjie  and
      Wu, Zhen  and
      Dai, Xinyu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.88/",
    doi = "10.18653/v1/2025.findings-acl.88",
    pages = "1755--1767",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zheng-etal-2025-critic,
    title = "Critic-{C}o{T}: Boosting the Reasoning Abilities of Large Language Model via Chain-of-Thought Critic",
    author = "Zheng, Xin  and
      Lou, Jie  and
      Cao, Boxi  and
      Wen, Xueru  and
      Ji, Yuqiu  and
      Lin, Hongyu  and
      Lu, Yaojie  and
      Han, Xianpei  and
      Zhang, Debing  and
      Sun, Le",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.89/",
    doi = "10.18653/v1/2025.findings-acl.89",
    pages = "1768--1806",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wold-etal-2025-systematic,
    title = "Systematic Generalization in Language Models Scales with Information Entropy",
    author = "Wold, Sondre  and
      Charpentier, Lucas Georges Gabriel  and
      Simon, {\'E}tienne",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.90/",
    doi = "10.18653/v1/2025.findings-acl.90",
    pages = "1807--1819",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{oh-etal-2025-inverse,
    title = "The Inverse Scaling Effect of Pre-Trained Language Model Surprisal Is Not Due to Data Leakage",
    author = "Oh, Byung-Doh  and
      Zhu, Hongao  and
      Schuler, William",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.91/",
    doi = "10.18653/v1/2025.findings-acl.91",
    pages = "1820--1827",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xu-etal-2025-logical,
    title = "Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries",
    author = "Xu, Ganlin  and
      Zhang, Zhoujia  and
      Mei, Wangyi  and
      Liang, Jiaqing  and
      Lu, Weijia  and
      Zhang, Xiaodong  and
      Yang, Zhifei  and
      Ma, Xiaofeng  and
      Xiao, Yanghua  and
      Yang, Deqing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.92/",
    doi = "10.18653/v1/2025.findings-acl.92",
    pages = "1828--1847",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gao-etal-2025-matters,
    title = "`No' Matters: Out-of-Distribution Detection in Multimodality Multi-Turn Interactive Dialogue Download {PDF}",
    author = "Gao, Rena Wei  and
      Wu, Xuetong  and
      Luo, Siwen  and
      Han, Caren  and
      Liu, Feng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.93/",
    doi = "10.18653/v1/2025.findings-acl.93",
    pages = "1848--1864",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wan-etal-2025-event,
    title = "Event Pattern-Instance Graph: A Multi-Round Role Representation Learning Strategy for Document-Level Event Argument Extraction",
    author = "Wan, Qizhi  and
      Liu, Tao  and
      Wan, Changxuan  and
      Hu, Rong  and
      Xiao, Keli  and
      Shuai, Yuxin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.94/",
    doi = "10.18653/v1/2025.findings-acl.94",
    pages = "1865--1877",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{edman-etal-2025-execute,
    title = "{EXECUTE}: A Multilingual Benchmark for {LLM} Token Understanding",
    author = "Edman, Lukas  and
      Schmid, Helmut  and
      Fraser, Alexander",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.95/",
    doi = "10.18653/v1/2025.findings-acl.95",
    pages = "1878--1887",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-explainable,
    title = "Explainable Hallucination through Natural Language Inference Mapping",
    author = "Chen, Wei-Fan  and
      Zhao, Zhixue  and
      Karimi, Akbar  and
      Flek, Lucie",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.96/",
    doi = "10.18653/v1/2025.findings-acl.96",
    pages = "1888--1896",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-hoprag,
    title = "{H}op{RAG}: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation",
    author = "Liu, Hao  and
      Wang, Zhengren  and
      Chen, Xi  and
      Li, Zhiyu  and
      Xiong, Feiyu  and
      Yu, Qinhan  and
      Zhang, Wentao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.97/",
    doi = "10.18653/v1/2025.findings-acl.97",
    pages = "1897--1913",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{frohmann-etal-2025-double,
    title = "Double Entendre: Robust Audio-Based {AI}-Generated Lyrics Detection via Multi-View Fusion",
    author = "Frohmann, Markus  and
      Meseguer-Brocal, Gabriel  and
      Schedl, Markus  and
      Epure, Elena V.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.98/",
    doi = "10.18653/v1/2025.findings-acl.98",
    pages = "1914--1926",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{woo-etal-2025-dont,
    title = "Don{'}t Miss the Forest for the Trees: Attentional Vision Calibration for Large Vision Language Models",
    author = "Woo, Sangmin  and
      Kim, Donguk  and
      Jang, Jaehyuk  and
      Choi, Yubin  and
      Kim, Changick",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.99/",
    doi = "10.18653/v1/2025.findings-acl.99",
    pages = "1927--1951",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{dong-etal-2025-sata,
    title = "{SATA}: A Paradigm for {LLM} Jailbreak via Simple Assistive Task Linkage",
    author = "Dong, Xiaoning  and
      Hu, Wenbo  and
      Xu, Wei  and
      He, Tianxing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.100/",
    doi = "10.18653/v1/2025.findings-acl.100",
    pages = "1952--1987",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hu-etal-2025-chain,
    title = "Chain-Talker: Chain Understanding and Rendering for Empathetic Conversational Speech Synthesis",
    author = "Hu, Yifan  and
      Liu, Rui  and
      Ren, Yi  and
      Yin, Xiang  and
      Li, Haizhou",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.101/",
    doi = "10.18653/v1/2025.findings-acl.101",
    pages = "1988--2003",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-parameter,
    title = "Parameter-Efficient Fine-Tuning via Circular Convolution",
    author = "Chen, Aochuan  and
      Cheng, Jiashun  and
      Liu, Zijing  and
      Gao, Ziqi  and
      Tsung, Fugee  and
      Li, Yu  and
      Li, Jia",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.102/",
    doi = "10.18653/v1/2025.findings-acl.102",
    pages = "2004--2019",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-alleviating,
    title = "Alleviating Hallucinations in Large Language Models via Truthfulness-driven Rank-adaptive {L}o{RA}",
    author = "Li, Jiahao  and
      Mao, Zhendong  and
      Wang, Quan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.103/",
    doi = "10.18653/v1/2025.findings-acl.103",
    pages = "2020--2031",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-scedit,
    title = "{S}c{E}dit: Script-based Assessment of Knowledge Editing",
    author = "Li, Xinye  and
      Zheng, Zunwen  and
      Zhang, Qian  and
      Zhuang, Dekai  and
      Kang, Jiabao  and
      Xu, Liyan  and
      Liu, Qingbin  and
      Chen, Xi  and
      Tu, Zhiying  and
      Chu, Dianhui  and
      Sui, Dianbo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.104/",
    doi = "10.18653/v1/2025.findings-acl.104",
    pages = "2032--2052",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lee-etal-2025-saferoute,
    title = "{S}afe{R}oute: Adaptive Model Selection for Efficient and Accurate Safety Guardrails in Large Language Models",
    author = "Lee, Seanie  and
      Lee, Dong Bok  and
      Wagner, Dominik  and
      Kang, Minki  and
      Seong, Haebin  and
      Bocklet, Tobias  and
      Lee, Juho  and
      Hwang, Sung Ju",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.105/",
    doi = "10.18653/v1/2025.findings-acl.105",
    pages = "2053--2069",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gao-etal-2025-moderation,
    title = "Moderation Matters: Measuring Conversational Moderation Impact in {E}nglish as a Second Language Group Discussion",
    author = "Gao, Rena  and
      Chen, Ming-Bin  and
      Frermann, Lea  and
      Lau, Jey Han",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.106/",
    doi = "10.18653/v1/2025.findings-acl.106",
    pages = "2070--2095",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{atwell-etal-2025-measuring,
    title = "Measuring Bias and Agreement in Large Language Model Presupposition Judgments",
    author = "Atwell, Katherine  and
      Simons, Mandy  and
      Alikhani, Malihe",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.107/",
    doi = "10.18653/v1/2025.findings-acl.107",
    pages = "2096--2107",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{baek-etal-2025-harnessing,
    title = "Harnessing {PDF} Data for Improving {J}apanese Large Multimodal Models",
    author = "Baek, Jeonghun  and
      Aizawa, Akiko  and
      Aizawa, Kiyoharu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.108/",
    doi = "10.18653/v1/2025.findings-acl.108",
    pages = "2108--2123",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{singh-etal-2025-energizar,
    title = "{E}ner{GIZA}r: Leveraging {GIZA}++ for Effective Tokenizer Initialization",
    author = "Singh, Pranaydeep  and
      Agirre, Eneko  and
      Azkune, Gorka  and
      De Clercq, Orphee  and
      Lefever, Els",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.109/",
    doi = "10.18653/v1/2025.findings-acl.109",
    pages = "2124--2137",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chai-etal-2025-amex,
    title = "{AMEX}: Android Multi-annotation Expo Dataset for Mobile {GUI} Agents",
    author = "Chai, Yuxiang  and
      Huang, Siyuan  and
      Niu, Yazhe  and
      Xiao, Han  and
      Liu, Liang  and
      Wang, Guozhi  and
      Zhang, Dingyu  and
      Ren, Shuai  and
      Li, Hongsheng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.110/",
    doi = "10.18653/v1/2025.findings-acl.110",
    pages = "2138--2156",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-drop-dropout,
    title = "Drop Dropout on Single Epoch Language Model Pretraining",
    author = "Liu, Houjun  and
      Bauer, John  and
      Manning, Christopher D",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.111/",
    doi = "10.18653/v1/2025.findings-acl.111",
    pages = "2157--2166",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-robust,
    title = "Robust and Minimally Invasive Watermarking for {E}aa{S}",
    author = "Wang, Zongqi  and
      Wu, Baoyuan  and
      Deng, Jingyuan  and
      Yang, Yujiu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.112/",
    doi = "10.18653/v1/2025.findings-acl.112",
    pages = "2167--2191",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{andrei-etal-2025-task,
    title = "Task-Informed Anti-Curriculum by Masking Improves Downstream Performance on Text",
    author = "Jarca, Andrei  and
      Croitoru, Florinel Alin  and
      Ionescu, Radu Tudor",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.113/",
    doi = "10.18653/v1/2025.findings-acl.113",
    pages = "2192--2201",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gupta-etal-2025-carmo,
    title = "{CARMO}: Dynamic Criteria Generation for Context Aware Reward Modelling",
    author = "Gupta, Taneesh  and
      Shandilya, Shivam  and
      Zhang, Xuchao  and
      Madhavan, Rahul  and
      Ghosh, Supriyo  and
      Bansal, Chetan  and
      Yao, Huaxiu  and
      Rajmohan, Saravan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.114/",
    doi = "10.18653/v1/2025.findings-acl.114",
    pages = "2202--2261",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-slam,
    title = "{SLAM}-Omni: Timbre-Controllable Voice Interaction System with Single-Stage Training",
    author = "Chen, Wenxi  and
      Ma, Ziyang  and
      Yan, Ruiqi  and
      Liang, Yuzhe  and
      Li, Xiquan  and
      Xu, Ruiyang  and
      Niu, Zhikang  and
      Zhu, Yanqiao  and
      Yang, Yifan  and
      Liu, Zhanxun  and
      Yu, Kai  and
      Hu, Yuxuan  and
      Li, Jinyu  and
      Lu, Yan  and
      Liu, Shujie  and
      Chen, Xie",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.115/",
    doi = "10.18653/v1/2025.findings-acl.115",
    pages = "2262--2282",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-c2leva,
    title = "{C}$^2${LEVA}: Toward Comprehensive and Contamination-Free Language Model Evaluation",
    author = "Li, Yanyang  and
      Long, Wong Tin  and
      Hung, Cheung To  and
      Zhao, Jianqiao  and
      Zheng, Duo  and
      Wai, Liu Ka  and
      Lyu, Michael R.  and
      Wang, Liwei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.116/",
    doi = "10.18653/v1/2025.findings-acl.116",
    pages = "2283--2306",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhou-etal-2025-texts,
    title = "Texts or Images? A Fine-grained Analysis on the Effectiveness of Input Representations and Models for Table Question Answering",
    author = "Zhou, Wei  and
      Mesgar, Mohsen  and
      Adel, Heike  and
      Friedrich, Annemarie",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.117/",
    doi = "10.18653/v1/2025.findings-acl.117",
    pages = "2307--2318",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lee-etal-2025-adaptive,
    title = "Adaptive-{VP}: A Framework for {LLM}-Based Virtual Patients that Adapts to Trainees' Dialogue to Facilitate Nurse Communication Training",
    author = "Lee, Keyeun  and
      Lee, Seolhee  and
      Kim, Esther Hehsun  and
      Ko, Yena  and
      Eun, Jinsu  and
      Kim, Dahee  and
      Cho, Hyewon  and
      Zhu, Haiyi  and
      Kraut, Robert E.  and
      Suh, Eunyoung E.  and
      Kim, Eun-mee  and
      Lim, Hajin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.118/",
    doi = "10.18653/v1/2025.findings-acl.118",
    pages = "2319--2352",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{huang-etal-2025-enhancing-multimodal,
    title = "Enhancing Multimodal Unified Representations for Cross Modal Generalization",
    author = "Huang, Hai  and
      Xia, Yan  and
      Ji, Shengpeng  and
      Wang, Shulei  and
      Wang, Hanting  and
      Fang, Minghui  and
      Zhu, Jieming  and
      Dong, Zhenhua  and
      Zhou, Sashuai  and
      Zhao, Zhou",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.119/",
    doi = "10.18653/v1/2025.findings-acl.119",
    pages = "2353--2366",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ju-etal-2025-domain,
    title = "Domain Regeneration: How well do {LLM}s match syntactic properties of text domains?",
    author = "Ju, Da  and
      Blix, Hagen  and
      Williams, Adina",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.120/",
    doi = "10.18653/v1/2025.findings-acl.120",
    pages = "2367--2388",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{mouravieff-etal-2025-structural,
    title = "Structural Deep Encoding for Table Question Answering",
    author = {Mouravieff, Rapha{\"e}l  and
      Piwowarski, Benjamin  and
      Lamprier, Sylvain},
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.121/",
    doi = "10.18653/v1/2025.findings-acl.121",
    pages = "2389--2402",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-mpl,
    title = "{MPL}: Multiple Programming Languages with Large Language Models for Information Extraction",
    author = "Li, Bo  and
      Fang, Gexiang  and
      Ye, Wei  and
      Xu, Zhenghua  and
      Zhang, Jinglei  and
      Cheng, Hao  and
      Zhang, Shikun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.122/",
    doi = "10.18653/v1/2025.findings-acl.122",
    pages = "2403--2414",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chu-etal-2025-self,
    title = "Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering",
    author = "Chu, Zheng  and
      Fan, Huiming  and
      Chen, Jingchang  and
      Wang, Qianyu  and
      Yang, Mingda  and
      Liang, Jiafeng  and
      Wang, Zhongjie  and
      Li, Hao  and
      Tang, Guo  and
      Liu, Ming  and
      Qin, Bing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.123/",
    doi = "10.18653/v1/2025.findings-acl.123",
    pages = "2415--2438",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-gao-2025-anchored,
    title = "Anchored Answers: Unravelling Positional Bias in {GPT}-2{'}s Multiple-Choice Questions",
    author = "Li, Ruizhe  and
      Gao, Yanjun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.124/",
    doi = "10.18653/v1/2025.findings-acl.124",
    pages = "2439--2465",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ghosh-etal-2025-failing,
    title = "Failing Forward: Improving Generative Error Correction for {ASR} with Synthetic Data and Retrieval Augmentation",
    author = "Ghosh, Sreyan  and
      Rasooli, Mohammad Sadegh  and
      Levit, Michael  and
      Wang, Peidong  and
      Xue, Jian  and
      Manocha, Dinesh  and
      Li, Jinyu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.125/",
    doi = "10.18653/v1/2025.findings-acl.125",
    pages = "2466--2482",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hu-etal-2025-ltrag,
    title = "{LTRAG}: Enhancing Autoformalization and Self-refinement for Logical Reasoning with Thought-Guided {RAG}",
    author = "Hu, Ruikang  and
      Lin, Shaoyu  and
      Xiu, Yeliang  and
      Liu, Yongmei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.126/",
    doi = "10.18653/v1/2025.findings-acl.126",
    pages = "2483--2493",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ruggiero-etal-2025-eta,
    title = "Eta-{W}av{LM}: Efficient Speaker Identity Removal in Self-Supervised Speech Representations Using a Simple Linear Equation",
    author = "Ruggiero, Giuseppe  and
      Testa, Matteo  and
      Walle, Jurgen Van De  and
      Di Caro, Luigi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.127/",
    doi = "10.18653/v1/2025.findings-acl.127",
    pages = "2494--2504",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-mathcoder,
    title = "{M}ath{C}oder-{VL}: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning",
    author = "Wang, Ke  and
      Pan, Junting  and
      Wei, Linda  and
      Zhou, Aojun  and
      Shi, Weikang  and
      Lu, Zimu  and
      Xiao, Han  and
      Yang, Yunqiao  and
      Ren, Houxing  and
      Zhan, Mingjie  and
      Li, Hongsheng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.128/",
    doi = "10.18653/v1/2025.findings-acl.128",
    pages = "2505--2534",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xue-etal-2025-mlingconf,
    title = "{M}ling{C}onf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models",
    author = "Xue, Boyang  and
      Wang, Hongru  and
      Wang, Rui  and
      Wang, Sheng  and
      Wang, Zezhong  and
      Du, Yiming  and
      Liang, Bin  and
      Zhang, Wenxuan  and
      Wong, Kam-Fai",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.129/",
    doi = "10.18653/v1/2025.findings-acl.129",
    pages = "2535--2556",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cheng-etal-2025-compke,
    title = "{COMPKE}: Complex Question Answering under Knowledge Editing",
    author = "Cheng, Keyuan  and
      Kan, Zijian  and
      Zhang, Zhuoran  and
      Ali, Muhammad Asif  and
      Hu, Lijie  and
      Wang, Di",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.130/",
    doi = "10.18653/v1/2025.findings-acl.130",
    pages = "2557--2576",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hu-etal-2025-raas,
    title = "{R}aa{S}: Reasoning-Aware Attention Sparsity for Efficient {LLM} Reasoning",
    author = "Hu, Junhao  and
      Huang, Wenrui  and
      Wang, Weidong  and
      Li, Zhenwen  and
      Hu, Tiancheng  and
      Liu, Zhixia  and
      Chen, Xusheng  and
      Xie, Tao  and
      Shan, Yizhou",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.131/",
    doi = "10.18653/v1/2025.findings-acl.131",
    pages = "2577--2590",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ye-tang-2025-one,
    title = "One-for-All Pruning: A Universal Model for Customized Compression of Large Language Models",
    author = "Ye, Rongguang  and
      Tang, Ming",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.132/",
    doi = "10.18653/v1/2025.findings-acl.132",
    pages = "2591--2604",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wu-etal-2025-clamp-3,
    title = "{CL}a{MP} 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages",
    author = "Wu, Shangda  and
      Zhancheng, Guo  and
      Yuan, Ruibin  and
      Jiang, Junyan  and
      Doh, SeungHeon  and
      Xia, Gus  and
      Nam, Juhan  and
      Li, Xiaobing  and
      Yu, Feng  and
      Sun, Maosong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.133/",
    doi = "10.18653/v1/2025.findings-acl.133",
    pages = "2605--2625",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-pfdial,
    title = "{PFD}ial: A Structured Dialogue Instruction Fine-tuning Method Based on {UML} Flowcharts",
    author = "Zhang, Ming  and
      Wang, Yuhui  and
      Shen, Yujiong  and
      Yang, Tingyi  and
      Jiang, Changhao  and
      Wu, Yilong  and
      Dou, Shihan  and
      Chen, Qinhao  and
      Xi, Zhiheng  and
      Zhang, Zhihao  and
      Dong, Yi  and
      Wang, Zhen  and
      Fei, Zhihui  and
      Wan, Mingyang  and
      Liang, Tao  and
      Ma, Guojun  and
      Zhang, Qi  and
      Gui, Tao  and
      Huang, Xuanjing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.134/",
    doi = "10.18653/v1/2025.findings-acl.134",
    pages = "2626--2649",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{qin-etal-2025-listening,
    title = "Listening to Patients: Detecting and Mitigating Patient Misreport in Medical Dialogue System",
    author = "Qin, Lang  and
      Zhang, Yao  and
      Liang, Hongru  and
      Jatowt, Adam  and
      Yang, Zhenglu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.135/",
    doi = "10.18653/v1/2025.findings-acl.135",
    pages = "2650--2664",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hu-lewis-2025-language,
    title = "Do Language Models Understand the Cognitive Tasks Given to Them? Investigations with the N-Back Paradigm",
    author = "Hu, Xiaoyang  and
      Lewis, Richard",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.136/",
    doi = "10.18653/v1/2025.findings-acl.136",
    pages = "2665--2677",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{geng-etal-2025-graph,
    title = "Graph-guided Cross-composition Feature Disentanglement for Compositional Zero-shot Learning",
    author = "Geng, Yuxia  and
      Zhu, Runkai  and
      Chen, Jiaoyan  and
      Chen, Jintai  and
      Chen, Xiang  and
      Chen, Zhuo  and
      Qiao, Shuofei  and
      Wang, Yuxiang  and
      Xu, Xiaoliang  and
      Huang, Sheng-Jun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.137/",
    doi = "10.18653/v1/2025.findings-acl.137",
    pages = "2678--2690",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-training,
    title = "Training Long-Context {LLM}s Efficiently via Chunk-wise Optimization",
    author = "Li, Wenhao  and
      Zhang, Yuxin  and
      Luo, Gen  and
      Yu, Daohai  and
      Ji, Rongrong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.138/",
    doi = "10.18653/v1/2025.findings-acl.138",
    pages = "2691--2700",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cheng-etal-2025-revisiting,
    title = "Revisiting {L}o{RA} through the Lens of Parameter Redundancy: Spectral Encoding Helps",
    author = "Cheng, Jiashun  and
      Chen, Aochuan  and
      Chen, Nuo  and
      Gao, Ziqi  and
      Li, Yuhan  and
      Li, Jia  and
      Tsung, Fugee",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.139/",
    doi = "10.18653/v1/2025.findings-acl.139",
    pages = "2701--2718",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cheng-etal-2025-codemenv,
    title = "{CODEMENV}: Benchmarking Large Language Models on Code Migration",
    author = "Cheng, Keyuan  and
      Shen, Xudong  and
      Yang, Yihao  and
      Wang, Tengyue  and
      Cao, Yang  and
      Ali, Muhammad Asif  and
      Wang, Hanbin  and
      Hu, Lijie  and
      Wang, Di",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.140/",
    doi = "10.18653/v1/2025.findings-acl.140",
    pages = "2719--2744",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{akavarapu-etal-2025-case,
    title = "A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in {LLM}s",
    author = "Akavarapu, V.S.D.S.Mahesh  and
      Terdalkar, Hrishikesh  and
      Bhattacharyya, Pramit  and
      Agarwal, Shubhangi  and
      Deulgaonkar, Dr. Vishakha  and
      Dangarikar, Chaitali  and
      Manna, Pralay  and
      Bhattacharya, Arnab",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.141/",
    doi = "10.18653/v1/2025.findings-acl.141",
    pages = "2745--2761",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-brainecho,
    title = "{B}rain{ECHO}: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation",
    author = "Li, Jilong  and
      Song, Zhenxi  and
      Wang, Jiaqi  and
      Zhang, Meishan  and
      Liu, Honghai  and
      Zhang, Min  and
      Zhang, Zhiguo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.142/",
    doi = "10.18653/v1/2025.findings-acl.142",
    pages = "2762--2778",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yu-etal-2025-progressive,
    title = "Progressive {L}o{RA} for Multimodal Continual Instruction Tuning",
    author = "Yu, Yahan  and
      Zhang, Duzhen  and
      Ren, Yong  and
      Zhao, Xuanle  and
      Chen, Xiuyi  and
      Chu, Chenhui",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.143/",
    doi = "10.18653/v1/2025.findings-acl.143",
    pages = "2779--2796",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{borchmann-2025-arc,
    title = "{ARC} `Challenge' Is Not That Challenging",
    author = "Borchmann, {\L}ukasz",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.144/",
    doi = "10.18653/v1/2025.findings-acl.144",
    pages = "2797--2804",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{neplenbroek-etal-2025-cross,
    title = "Cross-Lingual Transfer of Debiasing and Detoxification in Multilingual {LLM}s: An Extensive Investigation",
    author = "Neplenbroek, Vera  and
      Bisazza, Arianna  and
      Fern{\'a}ndez, Raquel",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.145/",
    doi = "10.18653/v1/2025.findings-acl.145",
    pages = "2805--2830",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{vergara-browne-soto-2025-tracr,
    title = "Tracr-Injection: Distilling Algorithms into Pre-trained Language Models",
    author = "Vergara Browne, Tom{\'a}s  and
      Soto, Alvaro",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.146/",
    doi = "10.18653/v1/2025.findings-acl.146",
    pages = "2831--2843",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{dong-etal-2025-model,
    title = "Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization",
    author = "Dong, Ximing  and
      Wang, Shaowei  and
      Lin, Dayi  and
      Hassan, Ahmed",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.147/",
    doi = "10.18653/v1/2025.findings-acl.147",
    pages = "2844--2859",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yao-etal-2025-revisiting,
    title = "Revisiting Weak-to-Strong Generalization in Theory and Practice: Reverse {KL} vs. Forward {KL}",
    author = "Yao, Wei  and
      Yang, Wenkai  and
      Wang, Ziqiao  and
      Lin, Yankai  and
      Liu, Yong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.148/",
    doi = "10.18653/v1/2025.findings-acl.148",
    pages = "2860--2888",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{drinkall-etal-2025-stories,
    title = "Stories that (are) Move(d by) Markets: A Causal Exploration of Market Shocks and Semantic Shifts across Different Partisan Groups",
    author = "Drinkall, Felix  and
      Zohren, Stefan  and
      McMahon, Michael  and
      Pierrehumbert, Janet B.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.149/",
    doi = "10.18653/v1/2025.findings-acl.149",
    pages = "2889--2904",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yu-etal-2025-netsafe,
    title = "{N}et{S}afe: Exploring the Topological Safety of Multi-agent System",
    author = "Yu, Miao  and
      Wang, Shilong  and
      Zhang, Guibin  and
      Mao, Junyuan  and
      Yin, Chenlong  and
      Liu, Qijiong  and
      Wang, Kun  and
      Wen, Qingsong  and
      Wang, Yang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.150/",
    doi = "10.18653/v1/2025.findings-acl.150",
    pages = "2905--2938",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhou-etal-2025-reasoning,
    title = "Reasoning is All You Need for Video Generalization: A Counterfactual Benchmark with Sub-question Evaluation",
    author = "Zhou, Qiji  and
      Gong, YiFan  and
      Bao, Guangsheng  and
      Qiu, Hongjie  and
      Li, Jinqiang  and
      Zhu, Xiangrong  and
      Zhang, Huajian  and
      Zhang, Yue",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.151/",
    doi = "10.18653/v1/2025.findings-acl.151",
    pages = "2939--2957",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhu-etal-2025-initializing,
    title = "Initializing and Retrofitting Key-Value Adaptors for Traceable Model Editing",
    author = "Zhu, Hanlun  and
      Lan, Yunshi  and
      Li, Xiang  and
      Qian, Weining",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.152/",
    doi = "10.18653/v1/2025.findings-acl.152",
    pages = "2958--2971",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-know,
    title = "Know the Unknown: An Uncertainty-Sensitive Method for {LLM} Instruction Tuning",
    author = "Li, Jiaqi  and
      Tang, Yixuan  and
      Yang, Yi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.153/",
    doi = "10.18653/v1/2025.findings-acl.153",
    pages = "2972--2989",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{fan-etal-2025-position,
    title = "Position-Aware Depth Decay Decoding ($D^3$): Boosting Large Language Model Inference Efficiency",
    author = "Fan, Siqi  and
      Fang, Xuezhi  and
      Xing, Xingrun  and
      Han, Peng  and
      Shang, Shuo  and
      Wang, Yequan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.154/",
    doi = "10.18653/v1/2025.findings-acl.154",
    pages = "2990--3001",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{maiya-etal-2025-explaining,
    title = "Explaining Puzzle Solutions in Natural Language: An Exploratory Study on 6x6 Sudoku",
    author = "Maiya, Anirudh  and
      Alghamdi, Razan  and
      Pacheco, Maria Leonor  and
      Trivedi, Ashutosh  and
      Somenzi, Fabio",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.155/",
    doi = "10.18653/v1/2025.findings-acl.155",
    pages = "3002--3009",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{pedrotti-etal-2025-stress,
    title = "Stress-testing Machine Generated Text Detection: Shifting Language Models Writing Style to Fool Detectors",
    author = "Pedrotti, Andrea  and
      Papucci, Michele  and
      Ciaccio, Cristiano  and
      Miaschi, Alessio  and
      Puccetti, Giovanni  and
      Dell{'}Orletta, Felice  and
      Esuli, Andrea",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.156/",
    doi = "10.18653/v1/2025.findings-acl.156",
    pages = "3010--3031",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ouyang-etal-2025-infinisst,
    title = "{I}nfini{SST}: Simultaneous Translation of Unbounded Speech with Large Language Model",
    author = "Ouyang, Siqi  and
      Xu, Xi  and
      Li, Lei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.157/",
    doi = "10.18653/v1/2025.findings-acl.157",
    pages = "3032--3046",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{geng-etal-2025-vscbench,
    title = "{VSCB}ench: Bridging the Gap in Vision-Language Model Safety Calibration",
    author = "Geng, Jiahui  and
      Li, Qing  and
      Chen, Zongxiong  and
      Wang, Yuxia  and
      Zhu, Derui  and
      Xie, Zhuohan  and
      Lyu, Chenyang  and
      Chen, Xiuying  and
      Nakov, Preslav  and
      Karray, Fakhri",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.158/",
    doi = "10.18653/v1/2025.findings-acl.158",
    pages = "3047--3059",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-code,
    title = "To Code or not to Code? Adaptive Tool Integration for Math Language Models via Expectation-Maximization",
    author = "Wang, Haozhe  and
      Li, Long  and
      Qu, Chao  and
      Xu, Weidi  and
      Zhu, Fengming  and
      Chu, Wei  and
      Lin, Fangzhen",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.159/",
    doi = "10.18653/v1/2025.findings-acl.159",
    pages = "3060--3075",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kim-cho-2025-goodliar,
    title = "{GOODLIAR}: A Reinforcement Learning-Based Deceptive Agent for Disrupting {LLM} Beliefs on Foundational Principles",
    author = "Kim, Soo Kyung  and
      Cho, Hyunsoo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.160/",
    doi = "10.18653/v1/2025.findings-acl.160",
    pages = "3076--3101",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhao-etal-2025-response,
    title = "How Does Response Length Affect Long-Form Factuality",
    author = "Zhao, James Xu  and
      Liu, Jimmy Z.j.  and
      Hooi, Bryan  and
      Ng, See-Kiong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.161/",
    doi = "10.18653/v1/2025.findings-acl.161",
    pages = "3102--3125",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hou-etal-2025-scaling,
    title = "Scaling {LLM}s' Social Reasoning: Sprinkle Cognitive ``Aha Moment'' into Fundamental Long-thought Logical Capabilities",
    author = "Hou, Guiyang  and
      Zhang, Wenqi  and
      Zheng, Zhe  and
      Shen, Yongliang  and
      Lu, Weiming",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.162/",
    doi = "10.18653/v1/2025.findings-acl.162",
    pages = "3126--3138",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cai-etal-2025-simgrag,
    title = "{S}im{GRAG}: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation",
    author = "Cai, Yuzheng  and
      Guo, Zhenyue  and
      Pei, YiWen  and
      Bian, WanRui  and
      Zheng, Weiguo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.163/",
    doi = "10.18653/v1/2025.findings-acl.163",
    pages = "3139--3158",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhou-etal-2025-ruleedit,
    title = "{R}ule{E}dit: Towards Rule-Level Knowledge Generalization to Mitigate Over-Editing in Large Language Models",
    author = "Zhou, Bihan  and
      Ren, HaoPeng  and
      Yuan, Li  and
      Cai, Yi  and
      Cao, Liuwen  and
      Deng, Zikun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.164/",
    doi = "10.18653/v1/2025.findings-acl.164",
    pages = "3159--3175",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{qiu-etal-2025-eliciting,
    title = "Eliciting In-context Retrieval and Reasoning for Long-context Large Language Models",
    author = "Qiu, Yifu  and
      Embar, Varun R.  and
      Zhang, Yizhe  and
      Jaitly, Navdeep  and
      Cohen, Shay B  and
      Han, Benjamin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.165/",
    doi = "10.18653/v1/2025.findings-acl.165",
    pages = "3176--3192",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-gear,
    title = "{G}e{AR}: Generation Augmented Retrieval",
    author = "Liu, Haoyu  and
      Huang, Shaohan  and
      Liu, Jianfeng  and
      Zhan, Yuefeng  and
      Sun, Hao  and
      Deng, Weiwei  and
      Sun, Feng  and
      Wei, Furu  and
      Zhang, Qi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.166/",
    doi = "10.18653/v1/2025.findings-acl.166",
    pages = "3193--3207",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{shen-etal-2025-unified,
    title = "A Unified Taxonomy-Guided Instruction Tuning Framework for Entity Set Expansion and Taxonomy Expansion",
    author = "Shen, Yanzhen  and
      Zhang, Yu  and
      Zhang, Yunyi  and
      Han, Jiawei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.167/",
    doi = "10.18653/v1/2025.findings-acl.167",
    pages = "3208--3220",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ding-etal-2025-zero,
    title = "Zero-Shot Conversational Stance Detection: Dataset and Approaches",
    author = "Ding, Yuzhe  and
      He, Kang  and
      Li, Bobo  and
      Zheng, Li  and
      He, Haijun  and
      Li, Fei  and
      Teng, Chong  and
      Ji, Donghong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.168/",
    doi = "10.18653/v1/2025.findings-acl.168",
    pages = "3221--3235",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yang-etal-2025-longfaith,
    title = "{L}ong{F}aith: Enhancing Long-Context Reasoning in {LLM}s with Faithful Synthetic Data",
    author = "Yang, Cehao  and
      Lin, Xueyuan  and
      Xu, Chengjin  and
      Jiang, Xuhui  and
      Ma, Shengjie  and
      Liu, Aofan  and
      Xiong, Hui  and
      Guo, Jian",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.169/",
    doi = "10.18653/v1/2025.findings-acl.169",
    pages = "3236--3256",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhao-flanigan-2025-synthverify,
    title = "{SYNTHVERIFY}: Enhancing Zero-Shot Claim Verification through Step-by-Step Synthetic Data Generation",
    author = "Zhao, Rongwen  and
      Flanigan, Jeffrey",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.170/",
    doi = "10.18653/v1/2025.findings-acl.170",
    pages = "3257--3274",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chu-etal-2025-domaino1s,
    title = "Domain$o1$s: Guiding {LLM} Reasoning for Explainable Answers in High-Stakes Domains",
    author = "Chu, Xu  and
      Tan, Zhijie  and
      Xue, Hanlin  and
      Wang, Guanyu  and
      Mo, Tong  and
      Li, Weiping",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.171/",
    doi = "10.18653/v1/2025.findings-acl.171",
    pages = "3275--3293",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wu-etal-2025-dynamic,
    title = "Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified {S}eq2{S}eq Generation Framework",
    author = "Wu, Zihao  and
      Hua, YongXiang  and
      Zhu, Yongxin  and
      Zhang, Fang  and
      Xu, Linli",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.172/",
    doi = "10.18653/v1/2025.findings-acl.172",
    pages = "3294--3306",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wadhwa-etal-2025-taught,
    title = "Who Taught You That? Tracing Teachers in Model Distillation",
    author = "Wadhwa, Somin  and
      Shaib, Chantal  and
      Amir, Silvio  and
      Wallace, Byron C",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.173/",
    doi = "10.18653/v1/2025.findings-acl.173",
    pages = "3307--3315",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{byun-choi-2025-gen,
    title = "\textit{ {D}-{GEN}}: Automatic Distractor Generation and Evaluation for Reliable Assessment of Generative Models",
    author = "Byun, Grace  and
      Choi, Jinho D.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.174/",
    doi = "10.18653/v1/2025.findings-acl.174",
    pages = "3316--3349",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-hammerbench,
    title = "{H}ammer{B}ench: Fine-Grained Function-Calling Evaluation in Real Mobile Assistant Scenarios",
    author = "Wang, Jun  and
      Zhou, Jiamu  and
      Wang, Xihuai  and
      Mo, Xiaoyun  and
      Zhang, Haoyu  and
      Lin, Qiqiang  and
      Jin, Cheng  and
      Wen, Muning  and
      Zhang, Weinan  and
      Peng, Qiuying  and
      Wang, Jun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.175/",
    doi = "10.18653/v1/2025.findings-acl.175",
    pages = "3350--3376",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{long-etal-2025-beyond,
    title = "Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines",
    author = "Long, Do Xuan  and
      Yen, Duong Ngoc  and
      Trong, Do Xuan  and
      Luu, Anh Tuan  and
      Kawaguchi, Kenji  and
      Joty, Shafiq  and
      Kan, Min-Yen  and
      Chen, Nancy F.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.176/",
    doi = "10.18653/v1/2025.findings-acl.176",
    pages = "3377--3411",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tuccio-etal-2025-grammar,
    title = "{GRAMMAR}-{LLM}: Grammar-Constrained Natural Language Generation",
    author = "Tuccio, Gabriele  and
      Bulla, Luana  and
      Madonia, Maria  and
      Gangemi, Aldo  and
      Mongiov{\`i}, Misael",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.177/",
    doi = "10.18653/v1/2025.findings-acl.177",
    pages = "3412--3422",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhou-etal-2025-manbench,
    title = "{MANB}ench: Is Your Multimodal Model Smarter than Human?",
    author = "Zhou, Han  and
      Xu, Qitong  and
      Dong, Yiheng  and
      Yang, Xin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.178/",
    doi = "10.18653/v1/2025.findings-acl.178",
    pages = "3423--3449",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kamruzzaman-etal-2025-banstereoset,
    title = "{B}an{S}tereo{S}et: A Dataset to Measure Stereotypical Social Biases in {LLM}s for {B}angla",
    author = "Kamruzzaman, Mahammed  and
      Monsur, Abdullah Al  and
      Das, Shrabon Kumar  and
      Hassan, Enamul  and
      Kim, Gene Louis",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.179/",
    doi = "10.18653/v1/2025.findings-acl.179",
    pages = "3450--3460",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{futeral-etal-2025-moscar,
    title = "m{OSCAR}: A Large-scale Multilingual and Multimodal Document-level Corpus",
    author = "Futeral, Matthieu  and
      Zebaze, Armel Randy  and
      Ortiz Suarez, Pedro  and
      Abadji, Julien  and
      Lacroix, R{\'e}mi  and
      Schmid, Cordelia  and
      Bawden, Rachel  and
      Sagot, Beno{\^i}t",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.180/",
    doi = "10.18653/v1/2025.findings-acl.180",
    pages = "3461--3494",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{mikhailov-etal-2025-noreval,
    title = "{N}or{E}val: A {N}orwegian Language Understanding and Generation Evaluation Benchmark",
    author = "Mikhailov, Vladislav  and
      Enstad, Tita  and
      Samuel, David  and
      Farseth{\r{a}}s, Hans Christian  and
      Kutuzov, Andrey  and
      Velldal, Erik  and
      {\O}vrelid, Lilja",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.181/",
    doi = "10.18653/v1/2025.findings-acl.181",
    pages = "3495--3541",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{le-etal-2025-massively,
    title = "Massively Multilingual Instruction-Following Information Extraction",
    author = "Le, Thang  and
      Nguyen, Huy Huu  and
      Luu, Anh Tuan  and
      Nguyen, Thien Huu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.182/",
    doi = "10.18653/v1/2025.findings-acl.182",
    pages = "3542--3585",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{he-etal-2025-dalr,
    title = "{DALR}: Dual-level Alignment Learning for Multimodal Sentence Representation Learning",
    author = "He, Kang  and
      Ding, Yuzhe  and
      Wang, Haining  and
      Li, Fei  and
      Teng, Chong  and
      Ji, Donghong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.183/",
    doi = "10.18653/v1/2025.findings-acl.183",
    pages = "3586--3601",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-large-language,
    title = "Large Language Models in Bioinformatics: A Survey",
    author = "Wang, Zhenyu  and
      Wang, Zikang  and
      Jiang, Jiyue  and
      Chen, Pengan  and
      Shi, Xiangyu  and
      Li, Yu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.184/",
    doi = "10.18653/v1/2025.findings-acl.184",
    pages = "3602--3615",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhao-etal-2025-chartedit,
    title = "{C}hart{E}dit: How Far Are {MLLM}s From Automating Chart Analysis? Evaluating {MLLM}s' Capability via Chart Editing",
    author = "Zhao, Xuanle  and
      Liu, Xuexin  and
      Haoyue, Yang  and
      Luo, Xianzhen  and
      Zeng, Fanhu  and
      Li, Jianling  and
      Shi, Qi  and
      Chen, Chi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.185/",
    doi = "10.18653/v1/2025.findings-acl.185",
    pages = "3616--3630",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-unraveling-mitigating,
    title = "Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models",
    author = "Liu, Qin  and
      Shang, Chao  and
      Liu, Ling  and
      Pappas, Nikolaos  and
      Ma, Jie  and
      Anna John, Neha  and
      Doss, Srikanth  and
      Marquez, Lluis  and
      Ballesteros, Miguel  and
      Benajiba, Yassine",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.186/",
    doi = "10.18653/v1/2025.findings-acl.186",
    pages = "3631--3643",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhu-etal-2025-turbocharging,
    title = "Turbocharging Web Automation: The Impact of Compressed History States",
    author = "Zhu, Xiyue  and
      Tang, Peng  and
      Liao, Haofu  and
      Appalaraju, Srikar",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.187/",
    doi = "10.18653/v1/2025.findings-acl.187",
    pages = "3644--3651",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{shi-etal-2025-making,
    title = "Making {RALM} Robust to Irrelevant Contexts via Layer Knowledge Guided Attention",
    author = "Shi, Weijie  and
      Chen, Hao  and
      Li, Jiaming  and
      Zhao, Yao  and
      Zhang, Yazhong  and
      Chen, Qijin  and
      Zhang, Jipeng  and
      Zhang, Ruiyuan  and
      Zhu, Jia  and
      Xu, Jiajie  and
      Zhou, Xiaofang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.188/",
    doi = "10.18653/v1/2025.findings-acl.188",
    pages = "3652--3668",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{huang-etal-2025-rewrite,
    title = "Rewrite to Jailbreak: Discover Learnable and Transferable Implicit Harmfulness Instruction",
    author = "Huang, Yuting  and
      Liu, Chengyuan  and
      Feng, Yifeng  and
      Wu, Yiquan  and
      Wu, Chao  and
      Wu, Fei  and
      Kuang, Kun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.189/",
    doi = "10.18653/v1/2025.findings-acl.189",
    pages = "3669--3690",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{inan-etal-2025-signalignlm,
    title = "{S}ign{A}lign{LM}: Integrating Multimodal Sign Language Processing into Large Language Models",
    author = "Inan, Mert  and
      Sicilia, Anthony  and
      Alikhani, Malihe",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.190/",
    doi = "10.18653/v1/2025.findings-acl.190",
    pages = "3691--3706",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-negvqa,
    title = "{N}eg{VQA}: Can Vision Language Models Understand Negation?",
    author = "Zhang, Yuhui  and
      Su, Yuchang  and
      Liu, Yiming  and
      Yeung-Levy, Serena",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.191/",
    doi = "10.18653/v1/2025.findings-acl.191",
    pages = "3707--3716",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gemechu-etal-2025-natural,
    title = "Natural Language Reasoning in Large Language Models: Analysis and Evaluation",
    author = "Gemechu, Debela  and
      Ruiz-Dolz, Ramon  and
      Beyer, Henrike  and
      Reed, Chris",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.192/",
    doi = "10.18653/v1/2025.findings-acl.192",
    pages = "3717--3741",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-swe,
    title = "{SWE}-Dev: Building Software Engineering Agents with Training and Inference Scaling",
    author = "Wang, Haoran  and
      Hou, Zhenyu  and
      Wei, Yao  and
      Tang, Jie  and
      Dong, Yuxiao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.193/",
    doi = "10.18653/v1/2025.findings-acl.193",
    pages = "3742--3761",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{bevendorff-etal-2025-two,
    title = "The Two Paradigms of {LLM} Detection: Authorship Attribution vs. Authorship Verification",
    author = "Bevendorff, Janek  and
      Wiegmann, Matti  and
      Richter, Emmelie  and
      Potthast, Martin  and
      Stein, Benno",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.194/",
    doi = "10.18653/v1/2025.findings-acl.194",
    pages = "3762--3787",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wan-etal-2025-unveiling,
    title = "Unveiling Confirmation Bias in Chain-of-Thought Reasoning",
    author = "Wan, Yue  and
      Jia, Xiaowei  and
      Li, Xiang Lorraine",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.195/",
    doi = "10.18653/v1/2025.findings-acl.195",
    pages = "3788--3804",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{qiu-etal-2025-grnformer,
    title = "{GRNF}ormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into {RNA} Foundation Models",
    author = "Qiu, Mufan  and
      Hu, Xinyu  and
      Zhan, Fengwei  and
      Yun, Sukwon  and
      Peng, Jie  and
      Zhang, Ruichen  and
      Kailkhura, Bhavya  and
      Yang, Jiekun  and
      Chen, Tianlong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.196/",
    doi = "10.18653/v1/2025.findings-acl.196",
    pages = "3805--3819",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cheng-etal-2025-remoterag,
    title = "{R}emote{RAG}: A Privacy-Preserving {LLM} Cloud {RAG} Service",
    author = "Cheng, Yihang  and
      Zhang, Lan  and
      Wang, Junyang  and
      Yuan, Mu  and
      Yao, Yunhao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.197/",
    doi = "10.18653/v1/2025.findings-acl.197",
    pages = "3820--3837",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{naganna-etal-2025-life,
    title = "``My life is miserable, have to sign 500 autographs everyday'': Exposing Humblebragging, the Brags in Disguise",
    author = "Naganna, Sharath  and
      Bhattacharjee, Saprativa  and
      Banerjee, Biplab  and
      Bhattacharyya, Pushpak",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.198/",
    doi = "10.18653/v1/2025.findings-acl.198",
    pages = "3838--3858",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-scitat,
    title = "{SCITAT}: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types",
    author = "Zhang, Xuanliang  and
      Wang, Dingzirui  and
      Wang, Baoxin  and
      Dou, Longxu  and
      Lu, Xinyuan  and
      Xu, Keyan  and
      Wu, Dayong  and
      Zhu, Qingfu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.199/",
    doi = "10.18653/v1/2025.findings-acl.199",
    pages = "3859--3881",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xiao-etal-2025-tokenshapley,
    title = "{T}oken{S}hapley: Token Level Context Attribution with Shapley Value",
    author = "Xiao, Yingtai  and
      Zhu, Yuqing  and
      Samyoun, Sirat  and
      Zhang, Wanrong  and
      Wang, Jiachen T.  and
      Du, Jian",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.200/",
    doi = "10.18653/v1/2025.findings-acl.200",
    pages = "3882--3894",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-entropy,
    title = "Entropy-based Exploration Conduction for Multi-step Reasoning",
    author = "Zhang, Jinghan  and
      Wang, Xiting  and
      Mo, Fengran  and
      Zhou, Yeyang  and
      Gao, Wanfu  and
      Liu, Kunpeng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.201/",
    doi = "10.18653/v1/2025.findings-acl.201",
    pages = "3895--3906",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{corvi-etal-2025-taxonomizing,
    title = "Taxonomizing Representational Harms using Speech Act Theory",
    author = "Corvi, Emily  and
      Washington, Hannah  and
      Reed, Stefanie  and
      Atalla, Chad  and
      Chouldechova, Alexandra  and
      Dow, P. Alex  and
      Garcia-Gathright, Jean  and
      Pangakis, Nicholas J  and
      Sheng, Emily  and
      Vann, Dan  and
      Vogel, Matthew  and
      Wallach, Hanna",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.202/",
    doi = "10.18653/v1/2025.findings-acl.202",
    pages = "3907--3932",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{choubey-etal-2025-turning,
    title = "Turning Conversations into Workflows: A Framework to Extract and Evaluate Dialog Workflows for Service {AI} Agents",
    author = "Choubey, Prafulla Kumar  and
      Peng, Xiangyu  and
      Bhagavath, Shilpa  and
      Xiong, Caiming  and
      Pentyala, Shiva Kumar  and
      Wu, Chien-Sheng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.203/",
    doi = "10.18653/v1/2025.findings-acl.203",
    pages = "3933--3954",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{helm-etal-2025-statistical,
    title = "Statistical inference on black-box generative models in the data kernel perspective space",
    author = "Helm, Hayden  and
      Acharyya, Aranyak  and
      Park, Youngser  and
      Duderstadt, Brandon  and
      Priebe, Carey",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.204/",
    doi = "10.18653/v1/2025.findings-acl.204",
    pages = "3955--3970",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yang-etal-2025-large,
    title = "Do Large Language Models Perform Latent Multi-Hop Reasoning without Exploiting Shortcuts?",
    author = "Yang, Sohee  and
      Kassner, Nora  and
      Gribovskaya, Elena  and
      Riedel, Sebastian  and
      Geva, Mor",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.205/",
    doi = "10.18653/v1/2025.findings-acl.205",
    pages = "3971--3992",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-acemath,
    title = "{A}ce{M}ath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling",
    author = "Liu, Zihan  and
      Chen, Yang  and
      Shoeybi, Mohammad  and
      Catanzaro, Bryan  and
      Ping, Wei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.206/",
    doi = "10.18653/v1/2025.findings-acl.206",
    pages = "3993--4015",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yu-etal-2025-wximpactbench,
    title = "{WXI}mpact{B}ench: A Disruptive Weather Impact Understanding Benchmark for Evaluating Large Language Models",
    author = "Yu, Yongan  and
      Hu, Qingchen  and
      Du, Xianda  and
      Wang, Jiayin  and
      Mo, Fengran  and
      Sieber, Ren{\'e}e",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.207/",
    doi = "10.18653/v1/2025.findings-acl.207",
    pages = "4016--4035",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-memotune,
    title = "{M}e{M}o{T}une: A Measure and Moment-Driven Fine-Tuning Framework for Quantized Large Language Models",
    author = "Zhang, Yun  and
      Geng, Xue  and
      Liao, Lizi  and
      Sun, Jintong  and
      Yu, Minghe  and
      Yu, Ge",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.208/",
    doi = "10.18653/v1/2025.findings-acl.208",
    pages = "4036--4050",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{shaier-etal-2025-malamute,
    title = "{MALAMUTE}: A Multilingual, Highly-granular, Template-free, Education-based Probing Dataset",
    author = "Shaier, Sagi  and
      Baker, George Arthur  and
      Sridhar, Chiranthan  and
      Hunter, Lawrence  and
      Wense, Katharina Von Der",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.209/",
    doi = "10.18653/v1/2025.findings-acl.209",
    pages = "4051--4069",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{bao-etal-2025-sentimental,
    title = "Sentimental Image Generation for Aspect-based Sentiment Analysis",
    author = "Bao, Xiaoyi  and
      Gu, Jinghang  and
      Wang, Zhongqing  and
      Huang, Chu-Ren",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.210/",
    doi = "10.18653/v1/2025.findings-acl.210",
    pages = "4070--4081",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-long,
    title = "Long-form Hallucination Detection with Self-elicitation",
    author = "Liu, Zihang  and
      Guo, Jiawei  and
      Zhang, Hao  and
      Chen, Hongyang  and
      Bu, Jiajun  and
      Wang, Haishuai",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.211/",
    doi = "10.18653/v1/2025.findings-acl.211",
    pages = "4082--4100",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zong-etal-2025-comparisonqa,
    title = "{C}omparison{QA}: Evaluating Factuality Robustness of {LLM}s Through Knowledge Frequency Control and Uncertainty",
    author = "Zong, Qing  and
      Wang, Zhaowei  and
      Zheng, Tianshi  and
      Ren, Xiyu  and
      Song, Yangqiu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.212/",
    doi = "10.18653/v1/2025.findings-acl.212",
    pages = "4101--4117",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{he-etal-2025-one,
    title = "One-Dimensional Object Detection for Streaming Text Segmentation of Meeting Dialogue",
    author = "He, Rui  and
      Wang, Zhongqing  and
      Qiang, Minjie  and
      Wang, Hongling  and
      Zhang, Yifan  and
      Xu, Hua  and
      Fan, Shuai  and
      Zhou, Guodong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.213/",
    doi = "10.18653/v1/2025.findings-acl.213",
    pages = "4118--4130",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zeng-etal-2025-codetaxo,
    title = "{C}ode{T}axo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts",
    author = "Zeng, Qingkai  and
      Bai, Yuyang  and
      Tan, Zhaoxuan  and
      Wu, Zhenyu  and
      Feng, Shangbin  and
      Jiang, Meng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.214/",
    doi = "10.18653/v1/2025.findings-acl.214",
    pages = "4131--4144",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhu-etal-2025-predicate,
    title = "Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings",
    author = "Zhu, Yuqicheng  and
      Hern{\'a}ndez, Daniel  and
      He, Yuan  and
      Ding, Zifeng  and
      Xiong, Bo  and
      Kharlamov, Evgeny  and
      Staab, Steffen",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.215/",
    doi = "10.18653/v1/2025.findings-acl.215",
    pages = "4145--4167",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-autonomous,
    title = "Autonomous Data Selection with Zero-shot Generative Classifiers for Mathematical Texts",
    author = "Zhang, Yifan  and
      Luo, Yifan  and
      Yuan, Yang  and
      Yao, Andrew C",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.216/",
    doi = "10.18653/v1/2025.findings-acl.216",
    pages = "4168--4189",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-learning-committee,
    title = "Learning from Committee: Reasoning Distillation from a Mixture of Teachers with Peer-Review",
    author = "Li, Zhuochun  and
      Ji, Yuelyu  and
      Meng, Rui  and
      He, Daqing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.217/",
    doi = "10.18653/v1/2025.findings-acl.217",
    pages = "4190--4205",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chetia-phukan-etal-2025-investigating,
    title = "Investigating Prosodic Signatures via Speech Pre-Trained Models for Audio Deepfake Source Attribution",
    author = "Chetia Phukan, Orchid  and
      Singh, Drishti  and
      Behera, Swarup Ranjan  and
      Buduru, Arun Balaji  and
      Sharma, Rajesh",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.218/",
    doi = "10.18653/v1/2025.findings-acl.218",
    pages = "4206--4214",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-multilingual,
    title = "Multilingual Retrieval Augmented Generation for Culturally-Sensitive Tasks: A Benchmark for Cross-lingual Robustness",
    author = "Li, Bryan  and
      Luo, Fiona  and
      Haider, Samar  and
      Agashe, Adwait  and
      Li, Siyu  and
      Liu, Runqi  and
      Miao, Miranda Muqing  and
      Ramakrishnan, Shriya  and
      Yuan, Yuan  and
      Callison-Burch, Chris",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.219/",
    doi = "10.18653/v1/2025.findings-acl.219",
    pages = "4215--4241",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jia-etal-2025-bridging,
    title = "Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation",
    author = "Jia, Pengyue  and
      Xu, Derong  and
      Li, Xiaopeng  and
      Du, Zhaocheng  and
      Li, Xiangyang  and
      Wang, Yichao  and
      Wang, Yuhao  and
      Liu, Qidong  and
      Wang, Maolin  and
      Guo, Huifeng  and
      Tang, Ruiming  and
      Zhao, Xiangyu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.220/",
    doi = "10.18653/v1/2025.findings-acl.220",
    pages = "4242--4256",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{he-etal-2025-scaling,
    title = "Scaling Laws for Multilingual Language Models",
    author = "He, Yifei  and
      Benhaim, Alon  and
      Patra, Barun  and
      Vaddamanu, Praneetha  and
      Ahuja, Sanchit  and
      Chopra, Parul  and
      Chaudhary, Vishrav  and
      Zhao, Han  and
      Song, Xia",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.221/",
    doi = "10.18653/v1/2025.findings-acl.221",
    pages = "4257--4273",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{su-etal-2025-corpus,
    title = "Corpus Poisoning via Approximate Greedy Gradient Descent",
    author = "Su, Jinyan  and
      Nakov, Preslav  and
      Cardie, Claire",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.222/",
    doi = "10.18653/v1/2025.findings-acl.222",
    pages = "4274--4294",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{pan-etal-2025-taxonomy,
    title = "Taxonomy-Driven Knowledge Graph Construction for Domain-Specific Scientific Applications",
    author = "Pan, Huitong  and
      Zhang, Qi  and
      Adamu, Mustapha  and
      Dragut, Eduard  and
      Latecki, Longin Jan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.223/",
    doi = "10.18653/v1/2025.findings-acl.223",
    pages = "4295--4320",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yang-etal-2025-wanda,
    title = "Wanda++: Pruning Large Language Models via Regional Gradients",
    author = {Yang, Yifan  and
      Zhen, Kai  and
      Ganesh, Bhavana  and
      Galstyan, Aram  and
      Huybrechts, Goeric  and
      M{\"u}ller, Markus  and
      K{\"u}bler, Jonas M.  and
      Swaminathan, Rupak Vignesh  and
      Mouchtaris, Athanasios  and
      Bodapati, Sravan Babu  and
      Susanj, Nathan  and
      Zhang, Zheng  and
      FitzGerald, Jack  and
      Kumar, Abhishek},
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.224/",
    doi = "10.18653/v1/2025.findings-acl.224",
    pages = "4321--4333",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{saxena-etal-2025-matched,
    title = "{MATCHED}: Multimodal Authorship-Attribution To Combat Human Trafficking in Escort-Advertisement Data",
    author = "Saxena, Vageesh Kumar  and
      Ashpole, Benjamin  and
      Van Dijck, Gijs  and
      Spanakis, Gerasimos",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.225/",
    doi = "10.18653/v1/2025.findings-acl.225",
    pages = "4334--4373",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yang-etal-2025-fraud,
    title = "Fraud-R1 : A Multi-Round Benchmark for Assessing the Robustness of {LLM} Against Augmented Fraud and Phishing Inducements",
    author = "Yang, Shu  and
      Zhu, Shenzhe  and
      Wu, Zeyu  and
      Wang, Keyu  and
      Yao, Junchi  and
      Wu, Junchao  and
      Hu, Lijie  and
      Li, Mengdi  and
      Wong, Derek F.  and
      Wang, Di",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.226/",
    doi = "10.18653/v1/2025.findings-acl.226",
    pages = "4374--4420",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{rivera-soto-etal-2025-mitigating,
    title = "Mitigating Paraphrase Attacks on Machine-Text Detection via Paraphrase Inversion",
    author = "Rivera Soto, Rafael Alberto  and
      Chen, Barry Y.  and
      Andrews, Nicholas",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.227/",
    doi = "10.18653/v1/2025.findings-acl.227",
    pages = "4421--4433",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{maji-etal-2025-sanskriti,
    title = "{SANSKRITI}: A Comprehensive Benchmark for Evaluating Language Models' Knowledge of {I}ndian Culture",
    author = "Maji, Arijit  and
      Kumar, Raghvendra  and
      Ghosh, Akash  and
      Anushka  and
      Saha, Sriparna",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.228/",
    doi = "10.18653/v1/2025.findings-acl.228",
    pages = "4434--4451",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yan-etal-2025-system,
    title = "System Prompt Hijacking via Permutation Triggers in {LLM} Supply Chains",
    author = "Yan, Lu  and
      Cheng, Siyuan  and
      Chen, Xuan  and
      Zhang, Kaiyuan  and
      Shen, Guangyu  and
      Zhang, Xiangyu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.229/",
    doi = "10.18653/v1/2025.findings-acl.229",
    pages = "4452--4473",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ramarao-etal-2025-frequency,
    title = "Frequency matters: Modeling irregular morphological patterns in {S}panish with Transformers",
    author = "Kakolu Ramarao, Akhilesh  and
      Tang, Kevin  and
      Baer-Henney, Dinah",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.230/",
    doi = "10.18653/v1/2025.findings-acl.230",
    pages = "4474--4489",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lee-etal-2025-heart,
    title = "From Heart to Words: Generating Empathetic Responses via Integrated Figurative Language and Semantic Context Signals",
    author = "Lee, Gyeongeun  and
      Wang, Zhu  and
      Ravi, Sathya N.  and
      Parde, Natalie",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.231/",
    doi = "10.18653/v1/2025.findings-acl.231",
    pages = "4490--4502",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ariyani-etal-2025-theres,
    title = "There{'}s No Such Thing as Simple Reasoning for {LLM}s",
    author = "Ariyani, Nurul Fajrin  and
      Bouraoui, Zied  and
      Booth, Richard  and
      Schockaert, Steven",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.232/",
    doi = "10.18653/v1/2025.findings-acl.232",
    pages = "4503--4514",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gluck-etal-2025-clix,
    title = "{CLIX}: Cross-Lingual Explanations of Idiomatic Expressions",
    author = "Gluck, Aaron  and
      Wense, Katharina Von Der  and
      Pacheco, Maria Leonor",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.233/",
    doi = "10.18653/v1/2025.findings-acl.233",
    pages = "4515--4529",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{nguyen-etal-2025-beyond,
    title = "Beyond Semantic Entropy: Boosting {LLM} Uncertainty Quantification with Pairwise Semantic Similarity",
    author = "Nguyen, Dang  and
      Payani, Ali  and
      Mirzasoleiman, Baharan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.234/",
    doi = "10.18653/v1/2025.findings-acl.234",
    pages = "4530--4540",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-r3mem,
    title = "{R}$^3${M}em: Bridging Memory Retention and Retrieval via Reversible Compression",
    author = "Wang, Xiaoqiang  and
      Wang, Suyuchen  and
      Zhu, Yun  and
      Liu, Bang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.235/",
    doi = "10.18653/v1/2025.findings-acl.235",
    pages = "4541--4557",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-vision,
    title = "Vision Language Model Helps Private Information De-Identification in Vision Data",
    author = "Chen, Tiejin  and
      Li, Pingzhi  and
      Zhou, Kaixiong  and
      Chen, Tianlong  and
      Wei, Hua",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.236/",
    doi = "10.18653/v1/2025.findings-acl.236",
    pages = "4558--4572",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-unveiling-privacy,
    title = "Unveiling Privacy Risks in Multi-modal Large Language Models: Task-specific Vulnerabilities and Mitigation Challenges",
    author = "Chen, Tiejin  and
      Li, Pingzhi  and
      Zhou, Kaixiong  and
      Chen, Tianlong  and
      Wei, Hua",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.237/",
    doi = "10.18653/v1/2025.findings-acl.237",
    pages = "4573--4586",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hu-etal-2025-define,
    title = "{D}e{F}ine: Decision-Making with Analogical Reasoning over Factor Profiles",
    author = "Hu, Yebowen  and
      Wang, Xiaoyang  and
      Yao, Wenlin  and
      Lu, Yiming  and
      Zhang, Daoan  and
      Foroosh, Hassan  and
      Yu, Dong  and
      Liu, Fei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.238/",
    doi = "10.18653/v1/2025.findings-acl.238",
    pages = "4587--4603",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{qian-etal-2025-smart,
    title = "{SMART}: Self-Aware Agent for Tool Overuse Mitigation",
    author = {Qian, Cheng  and
      Acikgoz, Emre Can  and
      Wang, Hongru  and
      Chen, Xiusi  and
      Sil, Avirup  and
      Hakkani-T{\"u}r, Dilek  and
      Tur, Gokhan  and
      Ji, Heng},
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.239/",
    doi = "10.18653/v1/2025.findings-acl.239",
    pages = "4604--4621",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{rodriguez-etal-2025-continued,
    title = "Continued Pretraining and Interpretability-Based Evaluation for Low-Resource Languages: A {G}alician Case Study",
    author = "Rodr{\'i}guez, Pablo  and
      Su{\'a}rez, Silvia Paniagua  and
      Gamallo, Pablo  and
      Docio, Susana Sotelo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.240/",
    doi = "10.18653/v1/2025.findings-acl.240",
    pages = "4622--4637",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{feng-etal-2025-tc,
    title = "{TC}-Bench: Benchmarking Temporal Compositionality in Conditional Video Generation",
    author = "Feng, Weixi  and
      Li, Jiachen  and
      Saxon, Michael  and
      Fu, Tsu-Jui  and
      Chen, Wenhu  and
      Wang, William Yang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.241/",
    doi = "10.18653/v1/2025.findings-acl.241",
    pages = "4638--4662",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-dam,
    title = "{DAM}: Dynamic Attention Mask for Long-Context Large Language Model Inference Acceleration",
    author = "Zhang, Hanzhi  and
      Fan, Heng  and
      Sha, Kewei  and
      Huang, Yan  and
      Feng, Yunhe",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.242/",
    doi = "10.18653/v1/2025.findings-acl.242",
    pages = "4663--4676",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{radharapu-etal-2025-arbiters,
    title = "Arbiters of Ambivalence: Challenges of using {LLM}s in No-Consensus tasks",
    author = "Radharapu, Bhaktipriya  and
      Revel, Manon  and
      Ung, Megan  and
      Ruder, Sebastian  and
      Williams, Adina",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.243/",
    doi = "10.18653/v1/2025.findings-acl.243",
    pages = "4677--4731",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gururaja-etal-2025-beyond,
    title = "Beyond Text: Characterizing Domain Expert Needs in Document Research",
    author = "Gururaja, Sireesh  and
      Gandhi, Nupoor  and
      Milbauer, Jeremiah  and
      Strubell, Emma",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.244/",
    doi = "10.18653/v1/2025.findings-acl.244",
    pages = "4732--4745",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yue-yao-2025-efficient,
    title = "Efficient but Vulnerable: Benchmarking and Defending {LLM} Batch Prompting Attack",
    author = "Yue, Murong  and
      Yao, Ziyu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.245/",
    doi = "10.18653/v1/2025.findings-acl.245",
    pages = "4746--4761",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chou-etal-2025-mm,
    title = "{MM}-R$^3$: On (In-)Consistency of Vision-Language Models ({VLM}s)",
    author = "Chou, Shih-Han  and
      Chandhok, Shivam  and
      Little, Jim  and
      Sigal, Leonid",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.246/",
    doi = "10.18653/v1/2025.findings-acl.246",
    pages = "4762--4788",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-investigating,
    title = "Investigating Context Faithfulness in Large Language Models: The Roles of Memory Strength and Evidence Style",
    author = "Li, Yuepei  and
      Zhou, Kang  and
      Qiao, Qiao  and
      Nguyen, Bach  and
      Wang, Qing  and
      Li, Qi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.247/",
    doi = "10.18653/v1/2025.findings-acl.247",
    pages = "4789--4807",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yin-etal-2025-shadow,
    title = "Shadow-Activated Backdoor Attacks on Multimodal Large Language Models",
    author = "Yin, Ziyi  and
      Ye, Muchao  and
      Cao, Yuanpu  and
      Wang, Jiaqi  and
      Chang, Aofei  and
      Liu, Han  and
      Chen, Jinghui  and
      Wang, Ting  and
      Ma, Fenglong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.248/",
    doi = "10.18653/v1/2025.findings-acl.248",
    pages = "4808--4829",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{huang-etal-2025-vision,
    title = "Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding",
    author = "Huang, Kung-Hsiang  and
      Qin, Can  and
      Qiu, Haoyi  and
      Laban, Philippe  and
      Joty, Shafiq  and
      Xiong, Caiming  and
      Wu, Chien-Sheng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.249/",
    doi = "10.18653/v1/2025.findings-acl.249",
    pages = "4830--4843",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cai-etal-2025-k,
    title = "K-order Ranking Preference Optimization for Large Language Models",
    author = "Cai, Shihao  and
      Gao, Chongming  and
      Zhang, Yang  and
      Shi, Wentao  and
      Zhang, Jizhi  and
      Bao, Keqin  and
      Wang, Qifan  and
      Feng, Fuli",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.250/",
    doi = "10.18653/v1/2025.findings-acl.250",
    pages = "4844--4859",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-spectral,
    title = "Spectral Insights into Data-Oblivious Critical Layers in Large Language Models",
    author = "Liu, Xuyuan  and
      Hsiung, Lei  and
      Yang, Yaoqing  and
      Yan, Yujun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.251/",
    doi = "10.18653/v1/2025.findings-acl.251",
    pages = "4860--4877",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tang-etal-2025-synfix,
    title = "{S}yn{F}ix: Dependency-Aware Program Repair via {R}elation{G}raph Analysis",
    author = "Tang, Xunzhu  and
      Gao, Jiechao  and
      Xu, Jin  and
      Sun, Tiezhu  and
      Song, Yewei  and
      Ezzini, Saad  and
      Ou{\'e}draogo, Wendk{\^u}uni C.  and
      Klein, Jacques  and
      Bissyand{\'e}, Tegawend{\'e} F.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.252/",
    doi = "10.18653/v1/2025.findings-acl.252",
    pages = "4878--4894",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hwang-etal-2025-exit,
    title = "{EXIT}: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation",
    author = "Hwang, Taeho  and
      Cho, Sukmin  and
      Jeong, Soyeong  and
      Song, Hoyun  and
      Han, SeungYoon  and
      Park, Jong C.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.253/",
    doi = "10.18653/v1/2025.findings-acl.253",
    pages = "4895--4924",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-task,
    title = "Re-{TASK}: Revisiting {LLM} Tasks from Capability, Skill, and Knowledge Perspectives",
    author = "Wang, Zhihu  and
      Zhao, Shiwan  and
      Wang, Yu  and
      Huang, Heyuan  and
      Xie, Sitao  and
      Zhang, Yubo  and
      Shi, Jiaxin  and
      Wang, Zhixing  and
      Li, Hongyan  and
      Yan, Junchi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.254/",
    doi = "10.18653/v1/2025.findings-acl.254",
    pages = "4925--4936",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhao-etal-2025-unlearning,
    title = "Unlearning Backdoor Attacks for {LLM}s with Weak-to-Strong Knowledge Distillation",
    author = "Zhao, Shuai  and
      Wu, Xiaobao  and
      Nguyen, Cong-Duy T  and
      Jia, Yanhao  and
      Jia, Meihuizi  and
      Yichao, Feng  and
      Luu, Anh Tuan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.255/",
    doi = "10.18653/v1/2025.findings-acl.255",
    pages = "4937--4952",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-packing,
    title = "Packing Analysis: Packing Is More Appropriate for Large Models or Datasets in Supervised Fine-tuning",
    author = "Wang, Shuhe  and
      Wang, Guoyin  and
      Wang, Yizhong  and
      Li, Jiwei  and
      Hovy, Eduard  and
      Guo, Chen",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.256/",
    doi = "10.18653/v1/2025.findings-acl.256",
    pages = "4953--4967",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-better,
    title = "Better Red Teaming via Searching with Large Language Model",
    author = "Chen, Yongkang  and
      Zhao, Chongyang  and
      Tian, Jianwen  and
      Cao, Guiling  and
      Li, Hu  and
      Kuang, Xiaohui",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.257/",
    doi = "10.18653/v1/2025.findings-acl.257",
    pages = "4968--4984",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{han-etal-2025-adav,
    title = "{A}da{V}: Adaptive Text-visual Redirection for Vision-Language Models",
    author = "Han, Jiayi  and
      Du, Liang  and
      Wu, Yiwen  and
      Liang, Guanming  and
      Zhou, Xiangguo  and
      Zheng, Weibo  and
      Han, Donghong  and
      Sun, Zixun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.258/",
    doi = "10.18653/v1/2025.findings-acl.258",
    pages = "4985--4997",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-megaagent,
    title = "{M}ega{A}gent: A Large-Scale Autonomous {LLM}-based Multi-Agent System Without Predefined {SOP}s",
    author = "Wang, Qian  and
      Wang, Tianyu  and
      Tang, Zhenheng  and
      Li, Qinbin  and
      Chen, Nuo  and
      Liang, Jingsheng  and
      He, Bingsheng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.259/",
    doi = "10.18653/v1/2025.findings-acl.259",
    pages = "4998--5036",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-persona,
    title = "Persona-judge: Personalized Alignment of Large Language Models via Token-level Self-judgment",
    author = "Zhang, Xiaotian  and
      Chen, Ruizhe  and
      Feng, Yang  and
      Liu, Zuozhu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.260/",
    doi = "10.18653/v1/2025.findings-acl.260",
    pages = "5037--5049",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xu-etal-2025-self-distillation,
    title = "A Self-Distillation Recipe for Neural Machine Translation",
    author = "Xu, Hongfei  and
      Liang, Zhuofei  and
      Liu, Qiuhui  and
      Mu, Lingling",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.261/",
    doi = "10.18653/v1/2025.findings-acl.261",
    pages = "5050--5064",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhong-etal-2025-blockpruner,
    title = "{B}lock{P}runer: Fine-grained Pruning for Large Language Models",
    author = "Zhong, Longguang  and
      Wan, Fanqi  and
      Chen, Ruijun  and
      Quan, Xiaojun  and
      Li, Liangzhi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.262/",
    doi = "10.18653/v1/2025.findings-acl.262",
    pages = "5065--5080",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wen-etal-2025-evaluating,
    title = "Evaluating Implicit Bias in Large Language Models by Attacking From a Psychometric Perspective",
    author = "Wen, Yuchen  and
      Bi, Keping  and
      Chen, Wei  and
      Guo, Jiafeng  and
      Cheng, Xueqi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.263/",
    doi = "10.18653/v1/2025.findings-acl.263",
    pages = "5081--5097",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-longcite,
    title = "{L}ong{C}ite: Enabling {LLM}s to Generate Fine-grained Citations in Long-Context {QA}",
    author = "Zhang, Jiajie  and
      Bai, Yushi  and
      Lv, Xin  and
      Gu, Wanjun  and
      Liu, Danqing  and
      Zou, Minhao  and
      Cao, Shulin  and
      Hou, Lei  and
      Dong, Yuxiao  and
      Feng, Ling  and
      Li, Juanzi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.264/",
    doi = "10.18653/v1/2025.findings-acl.264",
    pages = "5098--5122",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{choi-etal-2025-empirical,
    title = "An Empirical Study of Group Conformity in Multi-Agent Systems",
    author = "Choi, Min  and
      Kim, Keonwoo  and
      Chae, Sungwon  and
      Baek, Sangyeop",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.265/",
    doi = "10.18653/v1/2025.findings-acl.265",
    pages = "5123--5139",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wu-etal-2025-combining,
    title = "Combining the Best of Both Worlds: A Method for Hybrid {NMT} and {LLM} Translation",
    author = "Wu, Zhanglin  and
      Wei, Daimeng  and
      Chen, Xiaoyu  and
      Shang, Hengchao  and
      Guo, Jiaxin  and
      Li, Zongyao  and
      Luo, Yuanchang  and
      Yang, Jinlong  and
      Rao, Zhiqiang  and
      Yang, Hao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.266/",
    doi = "10.18653/v1/2025.findings-acl.266",
    pages = "5140--5148",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-aspo,
    title = "{ASPO}: Adaptive Sentence-Level Preference Optimization for Fine-Grained Multimodal Reasoning",
    author = "Wang, Yeyuan  and
      Gao, Dehong  and
      Long, Rujiao  and
      Yi, Lei  and
      Jin, Linbo  and
      Yang, Libin  and
      Cai, Xiaoyan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.267/",
    doi = "10.18653/v1/2025.findings-acl.267",
    pages = "5149--5160",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tong-wang-2025-novelcr,
    title = "{N}ovel{CR}: A Large-Scale Bilingual Dataset Tailored for Long-Span Coreference Resolution",
    author = "Tong, MeiHan  and
      Wang, Shuai",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.268/",
    doi = "10.18653/v1/2025.findings-acl.268",
    pages = "5161--5173",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{huangyw-etal-2025-dynamic,
    title = "Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models",
    author = "Huang, Yanwen  and
      Zhang, Yong  and
      Cheng, Ning  and
      Li, Zhitao  and
      Wang, Shaojun  and
      Xiao, Jing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.269/",
    doi = "10.18653/v1/2025.findings-acl.269",
    pages = "5174--5193",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wu-etal-2025-exploring-choice,
    title = "Exploring the Choice Behavior of Large Language Models",
    author = "Wu, Weidong  and
      Zhao, Qinlin  and
      Chen, Hao  and
      Zhou, Lexin  and
      Lian, Defu  and
      Xie, Hong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.270/",
    doi = "10.18653/v1/2025.findings-acl.270",
    pages = "5194--5214",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wen-etal-2025-policy,
    title = "On-Policy Self-Alignment with Fine-grained Knowledge Feedback for Hallucination Mitigation",
    author = "Wen, Xueru  and
      Lou, Jie  and
      Lu, Xinyu  and
      Ji, Yuqiu  and
      Guan, Xinyan  and
      Lu, Yaojie  and
      Lin, Hongyu  and
      He, Ben  and
      Han, Xianpei  and
      Zhang, Debing  and
      Sun, Le",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.271/",
    doi = "10.18653/v1/2025.findings-acl.271",
    pages = "5215--5231",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{song-etal-2025-phrases,
    title = "From Phrases to Subgraphs: Fine-Grained Semantic Parsing for Knowledge Graph Question Answering",
    author = "Song, Yurun  and
      Shen, Xiangqing  and
      Xia, Rui",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.272/",
    doi = "10.18653/v1/2025.findings-acl.272",
    pages = "5232--5246",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{guo-etal-2025-stabletoolbench,
    title = "{S}table{T}ool{B}ench-{M}irror{API}: Modeling Tool Environments as Mirrors of 7,000+ Real-World {API}s",
    author = "Guo, Zhicheng  and
      Cheng, Sijie  and
      Niu, Yuchen  and
      Wang, Hao  and
      Zhou, Sicheng  and
      Huang, Wenbing  and
      Liu, Yang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.273/",
    doi = "10.18653/v1/2025.findings-acl.273",
    pages = "5247--5270",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{pham-etal-2025-claimpkg,
    title = "{C}laim{PKG}: Enhancing Claim Verification via Pseudo-Subgraph Generation with Lightweight Specialized {LLM}",
    author = "Pham, Hoang  and
      Nguyen, Thanh-Do  and
      Bui, Khac-Hoai Nam",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.274/",
    doi = "10.18653/v1/2025.findings-acl.274",
    pages = "5271--5290",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{huang-wan-2025-triembed,
    title = "{T}ri{E}mbed: Bridge the Gap between Text and Token Indices with Embedding Reparameterization",
    author = "Huang, Baizhou  and
      Wan, Xiaojun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.275/",
    doi = "10.18653/v1/2025.findings-acl.275",
    pages = "5291--5297",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-chain-methodologies,
    title = "Chain of Methodologies: Scaling Test Time Computation without Training",
    author = "Liu, Cong  and
      Wu, Jie  and
      Wu, Weigang  and
      Chen, Xu  and
      Lin, Liang  and
      Zheng, Wei-Shi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.276/",
    doi = "10.18653/v1/2025.findings-acl.276",
    pages = "5298--5312",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{guan-etal-2025-survey,
    title = "A Survey on Personalized {A}lignment{---}{T}he Missing Piece for Large Language Models in Real-World Applications",
    author = "Guan, Jian  and
      Wu, Junfei  and
      Li, Jia-Nan  and
      Cheng, Chuanqi  and
      Wu, Wei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.277/",
    doi = "10.18653/v1/2025.findings-acl.277",
    pages = "5313--5333",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ding-etal-2025-sulora,
    title = "{S}u{L}o{RA}: Subspace Low-Rank Adaptation for Parameter-Efficient Fine-Tuning",
    author = "Ding, Chenhao  and
      Li, Jiangyang  and
      Dong, SongLin  and
      Gao, Xinyuan  and
      He, Yuhang  and
      Gong, Yihong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.278/",
    doi = "10.18653/v1/2025.findings-acl.278",
    pages = "5334--5349",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ju-etal-2025-mire,
    title = "{MIR}e: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal Retrieval",
    author = "Ju, Yeong-Joon  and
      Kim, Ho-Joong  and
      Lee, Seong-Whan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.279/",
    doi = "10.18653/v1/2025.findings-acl.279",
    pages = "5350--5363",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhao-etal-2025-correcting,
    title = "Correcting on Graph: Faithful Semantic Parsing over Knowledge Graphs with Large Language Models",
    author = "Zhao, Ruilin  and
      Zhao, Feng  and
      Zhang, Hong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.280/",
    doi = "10.18653/v1/2025.findings-acl.280",
    pages = "5364--5376",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-copr,
    title = "{COPR}: Continual Human Preference Learning via Optimal Policy Regularization",
    author = "Zhang, Han  and
      Gui, Lin  and
      Lei, Yu  and
      Zhai, Yuanzhao  and
      Zhang, Yehong  and
      Zhang, Zhuo  and
      He, Yulan  and
      Wang, Hui  and
      Yu, Yue  and
      Wong, Kam-Fai  and
      Liang, Bin  and
      Xu, Ruifeng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.281/",
    doi = "10.18653/v1/2025.findings-acl.281",
    pages = "5377--5398",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sun-etal-2025-robust,
    title = "Robust Preference Optimization via Dynamic Target Margins",
    author = "Sun, Jie  and
      Wu, Junkang  and
      Wu, Jiancan  and
      Zhu, Zhibo  and
      Lu, Xingyu  and
      Zhou, Jun  and
      Ma, Lintao  and
      Wang, Xiang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.282/",
    doi = "10.18653/v1/2025.findings-acl.282",
    pages = "5399--5416",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-adaretake,
    title = "{A}da{R}e{T}a{K}e: Adaptive Redundancy Reduction to Perceive Longer for Video-language Understanding",
    author = "Wang, Xiao  and
      Si, Qingyi  and
      Zhu, Shiyu  and
      Wu, Jianlong  and
      Cao, Li  and
      Nie, Liqiang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.283/",
    doi = "10.18653/v1/2025.findings-acl.283",
    pages = "5417--5432",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-rethinking-stateful,
    title = "Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges",
    author = "Wang, Hongru  and
      Huang, Wenyu  and
      Wang, Yufei  and
      Xi, Yuanhao  and
      Lu, Jianqiao  and
      Zhang, Huan  and
      Hu, Nan  and
      Liu, Zeming  and
      Pan, Jeff Z.  and
      Wong, Kam-Fai",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.284/",
    doi = "10.18653/v1/2025.findings-acl.284",
    pages = "5433--5453",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lan-etal-2025-open,
    title = "Open-Set Living Need Prediction with Large Language Models",
    author = "Lan, Xiaochong  and
      Feng, Jie  and
      Sun, Yizhou  and
      Gao, Chen  and
      Lei, Jiahuan  and
      Shi, Xinlei  and
      Luo, Hengliang  and
      Li, Yong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.285/",
    doi = "10.18653/v1/2025.findings-acl.285",
    pages = "5454--5472",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{huang-etal-2025-improve,
    title = "Improve Rule Retrieval and Reasoning with Self-Induction and Relevance {R}e{E}stimate",
    author = "Huang, Ziyang  and
      Sun, Wangtao  and
      Zhao, Jun  and
      Liu, Kang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.286/",
    doi = "10.18653/v1/2025.findings-acl.286",
    pages = "5473--5488",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jafari-etal-2025-beyond,
    title = "Beyond Words: Integrating Theory of Mind into Conversational Agents for Human-Like Belief, Desire, and Intention Alignment",
    author = "Jafari, Mehdi  and
      Hua, Yuncheng  and
      Xue, Hao  and
      Salim, Flora D.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.287/",
    doi = "10.18653/v1/2025.findings-acl.287",
    pages = "5489--5508",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-multimodal-causal,
    title = "Multimodal Causal Reasoning Benchmark: Challenging Multimodal Large Language Models to Discern Causal Links Across Modalities",
    author = "Li, Zhiyuan  and
      Wang, Heng  and
      Liu, Dongnan  and
      Zhang, Chaoyi  and
      Ma, Ao  and
      Long, Jieting  and
      Cai, Weidong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.288/",
    doi = "10.18653/v1/2025.findings-acl.288",
    pages = "5509--5533",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ou-lapata-2025-context,
    title = "Context-Aware Hierarchical Merging for Long Document Summarization",
    author = "Ou, Litu  and
      Lapata, Mirella",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.289/",
    doi = "10.18653/v1/2025.findings-acl.289",
    pages = "5534--5561",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{shen-etal-2025-vcd,
    title = "{VCD}: A Dataset for Visual Commonsense Discovery in Images",
    author = "Shen, Xiangqing  and
      Wang, Fanfan  and
      Wu, Siwei  and
      Xia, Rui",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.290/",
    doi = "10.18653/v1/2025.findings-acl.290",
    pages = "5562--5577",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-self-reasoning,
    title = "Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst",
    author = "Wang, Hongru  and
      Cai, Deng  and
      Zhong, Wanjun  and
      Huang, Shijue  and
      Pan, Jeff Z.  and
      Liu, Zeming  and
      Wong, Kam-Fai",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.291/",
    doi = "10.18653/v1/2025.findings-acl.291",
    pages = "5578--5596",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zheng-etal-2025-hypercrs,
    title = "{H}yper{CRS}: Hypergraph-Aware Multi-Grained Preference Learning to Burst Filter Bubbles in Conversational Recommendation System",
    author = "Zheng, Yongsen  and
      Qian, Mingjie  and
      Wang, Guohua  and
      Liu, Yang  and
      Chen, Ziliang  and
      Mao, Mingzhi  and
      Lin, Liang  and
      Lam, Kwok-Yan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.292/",
    doi = "10.18653/v1/2025.findings-acl.292",
    pages = "5597--5608",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lu-etal-2025-llm,
    title = "Is {LLM} an Overconfident Judge? Unveiling the Capabilities of {LLM}s in Detecting Offensive Language with Annotation Disagreement",
    author = "Lu, Junyu  and
      Ma, Kai  and
      Wang, Kaichun  and
      Xiao, Kelaiti  and
      Lee, Roy Ka-Wei  and
      Xu, Bo  and
      Yang, Liang  and
      Lin, Hongfei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.293/",
    doi = "10.18653/v1/2025.findings-acl.293",
    pages = "5609--5626",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kahatapitiya-etal-2025-language,
    title = "Language Repository for Long Video Understanding",
    author = "Kahatapitiya, Kumara  and
      Ranasinghe, Kanchana  and
      Park, Jongwoo  and
      Ryoo, Michael S",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.294/",
    doi = "10.18653/v1/2025.findings-acl.294",
    pages = "5627--5646",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{park-lee-2025-investigating,
    title = "Investigating Language Preference of Multilingual {RAG} Systems",
    author = "Park, Jeonghyun  and
      Lee, Hwanhee",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.295/",
    doi = "10.18653/v1/2025.findings-acl.295",
    pages = "5647--5675",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{guo-etal-2025-fgdgnn,
    title = "{FGDGNN}: Fine-Grained Dynamic Graph Neural Network for Rumor Detection on Social Media",
    author = "Guo, Mei  and
      Chen, Chen  and
      Hou, Chunyan  and
      Wu, Yike  and
      Yuan, Xiaojie",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.296/",
    doi = "10.18653/v1/2025.findings-acl.296",
    pages = "5676--5687",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-self-tuning,
    title = "Self-Tuning: Instructing {LLM}s to Effectively Acquire New Knowledge through Self-Teaching",
    author = "Zhang, Xiaoying  and
      Peng, Baolin  and
      Tian, Ye  and
      Zhou, Jingyan  and
      Zhang, Yipeng  and
      Mi, Haitao  and
      Meng, Helen M.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.297/",
    doi = "10.18653/v1/2025.findings-acl.297",
    pages = "5688--5724",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zou-etal-2025-queryattack,
    title = "{Q}uery{A}ttack: Jailbreaking Aligned Large Language Models Using Structured Non-natural Query Language",
    author = "Zou, Qingsong  and
      Xiao, Jingyu  and
      Li, Qing  and
      Yan, Zhi  and
      Wang, Yuhang  and
      Xu, Li  and
      Wang, Wenxuan  and
      Gao, Kuofeng  and
      Li, Ruoyu  and
      Jiang, Yong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.298/",
    doi = "10.18653/v1/2025.findings-acl.298",
    pages = "5725--5741",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-memory,
    title = "Memory or Reasoning? Explore How {LLM}s Compute Mixed Arithmetic Expressions",
    author = "Li, Chengzhi  and
      Huang, Heyan  and
      Jian, Ping  and
      Yang, Zhen  and
      Wang, Chenxu  and
      Wang, Yifan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.299/",
    doi = "10.18653/v1/2025.findings-acl.299",
    pages = "5742--5763",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{shi-etal-2025-personax,
    title = "{P}ersona{X}: A Recommendation Agent-Oriented User Modeling Framework for Long Behavior Sequence",
    author = "Shi, Yunxiao  and
      Xu, Wujiang  and
      Zeqi, Zhang  and
      Zi, Xing  and
      Wu, Qiang  and
      Xu, Min",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.300/",
    doi = "10.18653/v1/2025.findings-acl.300",
    pages = "5764--5787",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-judge,
    title = "Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models",
    author = "Liu, Shuliang  and
      Li, Xinze  and
      Liu, Zhenghao  and
      Yan, Yukun  and
      Yang, Cheng  and
      Zeng, Zheni  and
      Liu, Zhiyuan  and
      Sun, Maosong  and
      Yu, Ge",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.301/",
    doi = "10.18653/v1/2025.findings-acl.301",
    pages = "5788--5807",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhu-etal-2025-rationales,
    title = "Rationales Are Not Silver Bullets: Measuring the Impact of Rationales on Model Performance and Reliability",
    author = "Zhu, Chiwei  and
      Xu, Benfeng  and
      Yang, An  and
      Lin, Junyang  and
      Wang, Quan  and
      Zhou, Chang  and
      Mao, Zhendong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.302/",
    doi = "10.18653/v1/2025.findings-acl.302",
    pages = "5808--5835",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yu-etal-2025-ca,
    title = "{CA}-{GAR}: Context-Aware Alignment of {LLM} Generation for Document Retrieval",
    author = "Yu, Heng  and
      Kang, Junfeng  and
      Li, Rui  and
      Liu, Qi  and
      He, Liyang  and
      Huang, Zhenya  and
      Shen, Shuanghong  and
      Lu, Junyu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.303/",
    doi = "10.18653/v1/2025.findings-acl.303",
    pages = "5836--5849",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-agentcourt,
    title = "{A}gent{C}ourt: Simulating Court with Adversarial Evolvable Lawyer Agents",
    author = "Chen, Guhong  and
      Fan, Liyang  and
      Gong, Zihan  and
      Xie, Nan  and
      Li, Zixuan  and
      Liu, Ziqiang  and
      Li, Chengming  and
      Qu, Qiang  and
      Alinejad-Rokny, Hamid  and
      Ni, Shiwen  and
      Yang, Min",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.304/",
    doi = "10.18653/v1/2025.findings-acl.304",
    pages = "5850--5865",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{huang-etal-2025-mldebugging,
    title = "{MLD}ebugging: Towards Benchmarking Code Debugging Across Multi-Library Scenarios",
    author = "Huang, JinYang  and
      Feng, Xiachong  and
      Chen, Qiguang  and
      Zhao, Hanjie  and
      Cheng, Zihui  and
      Bai, Jiesong  and
      Zhou, Jingxuan  and
      Li, Min  and
      Qin, Libo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.305/",
    doi = "10.18653/v1/2025.findings-acl.305",
    pages = "5866--5879",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{huang-etal-2025-empirical,
    title = "An Empirical Study of {LLM}-as-a-Judge for {LLM} Evaluation: Fine-tuned Judge Model is not a General Substitute for {GPT}-4",
    author = "Huang, Hui  and
      Bu, Xingyuan  and
      Zhou, Hongli  and
      Qu, Yingqi  and
      Liu, Jing  and
      Yang, Muyun  and
      Xu, Bing  and
      Zhao, Tiejun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.306/",
    doi = "10.18653/v1/2025.findings-acl.306",
    pages = "5880--5895",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{feng-etal-2025-expectation,
    title = "Expectation Confirmation Preference Optimization for Multi-Turn Conversational Recommendation Agent",
    author = "Feng, Xueyang  and
      Zhang, Jingsen  and
      Tang, Jiakai  and
      Li, Wei  and
      Cai, Guohao  and
      Chen, Xu  and
      Dai, Quanyu  and
      Zhu, Yue  and
      Dong, Zhenhua",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.307/",
    doi = "10.18653/v1/2025.findings-acl.307",
    pages = "5896--5914",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{niu-etal-2025-promedts,
    title = "{P}ro{M}ed{TS}: A Self-Supervised, Prompt-Guided Multimodal Approach for Integrating Medical Text and Time Series",
    author = "Niu, Shuai  and
      Ma, Jing  and
      Lin, Hongzhan  and
      Bai, Liang  and
      Wang, Zhihua  and
      Bi, Wei  and
      Xu, Yida  and
      Li, Guo  and
      Yang, Xian",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.308/",
    doi = "10.18653/v1/2025.findings-acl.308",
    pages = "5915--5928",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-cipherbank,
    title = "{C}ipher{B}ank: Exploring the Boundary of {LLM} Reasoning Capabilities through Cryptography Challenge",
    author = "Li, Yu  and
      Pei, Qizhi  and
      Sun, Mengyuan  and
      Lin, Honglin  and
      Ming, Chenlin  and
      Gao, Xin  and
      Wu, Jiang  and
      He, Conghui  and
      Wu, Lijun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.309/",
    doi = "10.18653/v1/2025.findings-acl.309",
    pages = "5929--5965",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chang-lee-2025-retain,
    title = "Which Retain Set Matters for {LLM} Unlearning? A Case Study on Entity Unlearning",
    author = "Chang, Hwan  and
      Lee, Hwanhee",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.310/",
    doi = "10.18653/v1/2025.findings-acl.310",
    pages = "5966--5982",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-tell,
    title = "Tell Me What You Don{'}t Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing",
    author = "Liu, Wenhao  and
      An, Siyu  and
      Lu, Junru  and
      Wu, Muling  and
      Li, Tianlong  and
      Wang, Xiaohua  and
      Lv, Changze  and
      Zheng, Xiaoqing  and
      Yin, Di  and
      Sun, Xing  and
      Huang, Xuanjing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.311/",
    doi = "10.18653/v1/2025.findings-acl.311",
    pages = "5983--6005",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-lr2bench,
    title = "{LR}{\texttwosuperior}{B}ench: Evaluating Long-chain Reflective Reasoning Capabilities of Large Language Models via Constraint Satisfaction Problems",
    author = "Chen, Jianghao  and
      Wei, Zhenlin  and
      Ren, Zhenjiang  and
      Li, Ziyong  and
      Zhang, Jiajun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.312/",
    doi = "10.18653/v1/2025.findings-acl.312",
    pages = "6006--6032",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lan-etal-2025-mcbe,
    title = "{M}c{BE}: A Multi-task {C}hinese Bias Evaluation Benchmark for Large Language Models",
    author = "Lan, Tian  and
      Su, Xiangdong  and
      Liu, Xu  and
      Wang, Ruirui  and
      Chang, Ke  and
      Li, Jiang  and
      Gao, Guanglai",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.313/",
    doi = "10.18653/v1/2025.findings-acl.313",
    pages = "6033--6056",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{fu-etal-2025-mark,
    title = "{MARK}: Multi-agent Collaboration with Ranking Guidance for Text-attributed Graph Clustering",
    author = "Fu, Yiwei  and
      Zhang, Yuxing  and
      Chen, Chunchun  and
      Ma, Jianwen  and
      Yuan, Quan  and
      Tu, Rong-Cheng  and
      Huang, Xinli  and
      Ye, Wei  and
      Luo, Xiao  and
      Deng, Minghua",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.314/",
    doi = "10.18653/v1/2025.findings-acl.314",
    pages = "6057--6072",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{luo-etal-2025-language,
    title = "Can Language Models Capture Human Writing Preferences for Domain-Specific Text Summarization?",
    author = "Luo, Jingbao  and
      Liu, Ming  and
      Liu, Ran  and
      Sheng, Yongpan  and
      Hu, Xin  and
      Li, Gang  and
      Wu, Peng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.315/",
    doi = "10.18653/v1/2025.findings-acl.315",
    pages = "6073--6091",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yu-etal-2025-mitigate,
    title = "Mitigate Position Bias in {LLM}s via Scaling a Single Hidden States Channel",
    author = "Yu, Yijiong  and
      Jiang, Huiqiang  and
      Luo, Xufang  and
      Wu, Qianhui  and
      Lin, Chin-Yew  and
      Li, Dongsheng  and
      Yang, Yuqing  and
      Huang, Yongfeng  and
      Qiu, Lili",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.316/",
    doi = "10.18653/v1/2025.findings-acl.316",
    pages = "6092--6111",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{bai-etal-2025-self,
    title = "Self-attention-based Graph-of-Thought for Math Problem Solving",
    author = "Bai, Ruiqiao  and
      Han, Xue  and
      Lei, Shuo  and
      Feng, Junlan  and
      Luo, Yanyan  and
      Deng, Chao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.317/",
    doi = "10.18653/v1/2025.findings-acl.317",
    pages = "6112--6125",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{du-etal-2025-bar,
    title = "{BAR}: A Backward Reasoning based Agent for Complex {M}inecraft Tasks",
    author = "Du, Weihong  and
      Liao, Wenrui  and
      Yan, Binyu  and
      Liang, Hongru  and
      Cohn, Anthony G  and
      Lei, Wenqiang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.318/",
    doi = "10.18653/v1/2025.findings-acl.318",
    pages = "6126--6149",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tang-etal-2025-kapa,
    title = "{KAPA}: A Deliberative Agent Framework with Tree-Structured Knowledge Base for Multi-Domain User Intent Understanding",
    author = "Tang, Jiakai  and
      Shen, Shiqi  and
      ZhipengWang, ZhipengWang  and
      Zhi, Gong  and
      Feng, Xueyang  and
      Sun, Zexu  and
      Tan, Haoran  and
      Chen, Xu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.319/",
    doi = "10.18653/v1/2025.findings-acl.319",
    pages = "6150--6166",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{quan-etal-2025-rasd,
    title = "{RASD}: Retrieval-Augmented Speculative Decoding",
    author = "Quan, Guofeng  and
      Feng, Wenfeng  and
      Hao, Chuzhan  and
      Jiang, Guochao  and
      Zhang, Yuewei  and
      Wang, Hao Henry",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.320/",
    doi = "10.18653/v1/2025.findings-acl.320",
    pages = "6167--6177",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gao-etal-2025-frag,
    title = "{FRAG}: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs",
    author = "Gao, Zengyi  and
      Cao, Yukun  and
      Wang, Hairu  and
      Ke, Ao  and
      Feng, Yuan  and
      Zhou, S Kevin  and
      Xie, Xike",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.321/",
    doi = "10.18653/v1/2025.findings-acl.321",
    pages = "6178--6192",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zheng-etal-2025-reefknot,
    title = "Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models",
    author = "Zheng, Kening  and
      Chen, Junkai  and
      Yan, Yibo  and
      Zou, Xin  and
      Zhou, Huiyu  and
      Hu, Xuming",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.322/",
    doi = "10.18653/v1/2025.findings-acl.322",
    pages = "6193--6212",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tu-etal-2025-blessing,
    title = "Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning",
    author = "Tu, Yilei  and
      Xue, Andrew  and
      Shi, Freda",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.323/",
    doi = "10.18653/v1/2025.findings-acl.323",
    pages = "6213--6248",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{fan-etal-2025-sek,
    title = "{SEK}: Self-Explained Keywords Empower Large Language Models for Code Generation",
    author = "Fan, Lishui  and
      Chen, Mouxiang  and
      Liu, Zhongxin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.324/",
    doi = "10.18653/v1/2025.findings-acl.324",
    pages = "6249--6278",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ding-etal-2025-act,
    title = "Why Not Act on What You Know? Unleashing Safety Potential of {LLM}s via Self-Aware Guard Enhancement",
    author = "Ding, Peng  and
      Kuang, Jun  and
      Wang, ZongYu  and
      Cao, Xuezhi  and
      Cai, Xunliang  and
      Chen, Jiajun  and
      Huang, Shujian",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.325/",
    doi = "10.18653/v1/2025.findings-acl.325",
    pages = "6279--6299",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{pahuja-etal-2025-explorer,
    title = "Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents",
    author = "Pahuja, Vardaan  and
      Lu, Yadong  and
      Rosset, Corby  and
      Gou, Boyu  and
      Mitra, Arindam  and
      Whitehead, Spencer  and
      Su, Yu  and
      Awadallah, Ahmed Hassan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.326/",
    doi = "10.18653/v1/2025.findings-acl.326",
    pages = "6300--6323",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-advancing,
    title = "Advancing General Multimodal Capability of Vision-language Models with Pyramid-descent Visual Position Encoding",
    author = "Chen, Zhanpeng  and
      Li, Mingxiao  and
      Chen, Ziyang  and
      Du, Nan  and
      Li, Xiaolong  and
      Zou, Yuexian",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.327/",
    doi = "10.18653/v1/2025.findings-acl.327",
    pages = "6324--6341",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{dan-etal-2025-p,
    title = "{P}-React: Synthesizing Topic-Adaptive Reactions of Personality Traits via Mixture of Specialized {L}o{RA} Experts",
    author = "Dan, Yuhao  and
      Zhou, Jie  and
      Chen, Qin  and
      Tian, Junfeng  and
      He, Liang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.328/",
    doi = "10.18653/v1/2025.findings-acl.328",
    pages = "6342--6362",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{su-etal-2025-essayjudge,
    title = "{E}ssay{J}udge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models",
    author = "Su, Jiamin  and
      Yan, Yibo  and
      Fu, Fangteng  and
      Han, Zhang  and
      Ye, Jingheng  and
      Liu, Xiang  and
      Huo, Jiahao  and
      Zhou, Huiyu  and
      Hu, Xuming",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.329/",
    doi = "10.18653/v1/2025.findings-acl.329",
    pages = "6363--6389",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lyu-etal-2025-streamlining,
    title = "Streamlining the Collaborative Chain of Models into A Single Forward Pass in Generation-Based Tasks",
    author = "Lyu, Yuanjie  and
      Zhang, Chao  and
      Chen, Yuhao  and
      Chen, Yong  and
      Xu, Tong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.330/",
    doi = "10.18653/v1/2025.findings-acl.330",
    pages = "6390--6404",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{he-etal-2025-self,
    title = "Self-Correction is More than Refinement: A Learning Framework for Visual and Language Reasoning Tasks",
    author = "He, Jiayi  and
      Lin, Hehai  and
      Wang, Qingyun  and
      Fung, Yi R.  and
      Ji, Heng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.331/",
    doi = "10.18653/v1/2025.findings-acl.331",
    pages = "6405--6421",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sun-etal-2025-beyond,
    title = "Beyond Reactive Safety: Risk-Aware {LLM} Alignment via Long-Horizon Simulation",
    author = "Sun, Chenkai  and
      Zhang, Denghui  and
      Zhai, ChengXiang  and
      Ji, Heng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.332/",
    doi = "10.18653/v1/2025.findings-acl.332",
    pages = "6422--6434",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yang-etal-2025-probability,
    title = "Probability-Consistent Preference Optimization for Enhanced {LLM} Reasoning",
    author = "Yang, Yunqiao  and
      Ren, Houxing  and
      Lu, Zimu  and
      Wang, Ke  and
      Shi, Weikang  and
      Zhou, Aojun  and
      Pan, Junting  and
      Zhan, Mingjie  and
      Li, Hongsheng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.333/",
    doi = "10.18653/v1/2025.findings-acl.333",
    pages = "6435--6448",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{guo-etal-2025-iw,
    title = "{IW}-Bench: Evaluating Large Multimodal Models for Converting Image-to-Web",
    author = "Guo, Hongcheng  and
      Zhang, Wei  and
      Chen, Junhao  and
      Gu, Yaonan  and
      Yang, Jian  and
      Du, Junjia  and
      Cao, Shaosheng  and
      Hui, Binyuan  and
      Liu, Tianyu  and
      Ma, Jianxin  and
      Zhou, Chang  and
      Li, Zhoujun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.334/",
    doi = "10.18653/v1/2025.findings-acl.334",
    pages = "6449--6466",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gao-etal-2025-tdcsa,
    title = "{TDCSA}: {LLM}-Guided Top-Down Approach for Robust Citation Sentiment Analysis",
    author = "Gao, Fan  and
      Peng, Jieyang  and
      Tao, Xiaoming  and
      Youzheng, Wang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.335/",
    doi = "10.18653/v1/2025.findings-acl.335",
    pages = "6467--6484",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-deeprtl2,
    title = "{D}eep{RTL}2: A Versatile Model for {RTL}-Related Tasks",
    author = "Liu, Yi  and
      Zhang, Hongji  and
      Zhou, Yunhao  and
      Shi, Zhengyuan  and
      Xu, Changran  and
      Xu, Qiang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.336/",
    doi = "10.18653/v1/2025.findings-acl.336",
    pages = "6485--6500",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sun-etal-2025-self,
    title = "The Self-Improvement Paradox: Can Language Models Bootstrap Reasoning Capabilities without External Scaffolding?",
    author = "Sun, Yutao  and
      Chen, Mingshuai  and
      Zhao, Tiancheng  and
      Xu, Ruochen  and
      Zhang, Zilun  and
      Yin, Jianwei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.337/",
    doi = "10.18653/v1/2025.findings-acl.337",
    pages = "6501--6512",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-cross,
    title = "Cross-lingual Multimodal Sentiment Analysis for Low-Resource Languages via Language Family Disentanglement and Rethinking Transfer",
    author = "Chen, Long  and
      Guan, Shuoyu  and
      Huang, Xiaohua  and
      Wang, Wen-Jing  and
      Xu, Cai  and
      Guan, Ziyu  and
      Zhao, Wei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.338/",
    doi = "10.18653/v1/2025.findings-acl.338",
    pages = "6513--6522",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lu-etal-2025-chain,
    title = "Does Chain-of-Thought Reasoning Really Reduce Harmfulness from Jailbreaking?",
    author = "Lu, Chengda  and
      Fan, Xiaoyu  and
      Huang, Yu  and
      Xu, Rongwu  and
      Li, Jijie  and
      Xu, Wei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.339/",
    doi = "10.18653/v1/2025.findings-acl.339",
    pages = "6523--6546",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zang-etal-2025-internlm,
    title = "{I}ntern{LM}-{XC}omposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model",
    author = "Zang, Yuhang  and
      Dong, Xiaoyi  and
      Zhang, Pan  and
      Cao, Yuhang  and
      Liu, Ziyu  and
      Ding, Shengyuan  and
      Wu, Shenxi  and
      Ma, Yubo  and
      Duan, Haodong  and
      Zhang, Wenwei  and
      Chen, Kai  and
      Lin, Dahua  and
      Wang, Jiaqi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.340/",
    doi = "10.18653/v1/2025.findings-acl.340",
    pages = "6547--6563",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-rate,
    title = "{RATE}-Nav: Region-Aware Termination Enhancement for Zero-shot Object Navigation with Vision-Language Models",
    author = "Li, Junjie  and
      Zhang, Nan  and
      Qu, Xiaoyang  and
      Lu, Kai  and
      Li, Guokuan  and
      Wan, Jiguang  and
      Wang, Jianzong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.341/",
    doi = "10.18653/v1/2025.findings-acl.341",
    pages = "6564--6574",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xie-etal-2025-rmoa,
    title = "{RM}o{A}: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation",
    author = "Xie, Zhentao  and
      Han, Chengcheng  and
      Shi, Jinxin  and
      Cui, Wenjun  and
      Zhao, Xin  and
      Wu, Xingjiao  and
      Zhao, Jiabao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.342/",
    doi = "10.18653/v1/2025.findings-acl.342",
    pages = "6575--6602",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jiang-etal-2025-instruction,
    title = "Instruction-Tuning Data Synthesis from Scratch via Web Reconstruction",
    author = "Jiang, Yuxin  and
      Wang, Yufei  and
      Wu, Chuhan  and
      Dai, Xinyi  and
      Xu, Yan  and
      Gan, Weinan  and
      Wang, Yasheng  and
      Jiang, Xin  and
      Shang, Lifeng  and
      Tang, Ruiming  and
      Wang, Wei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.343/",
    doi = "10.18653/v1/2025.findings-acl.343",
    pages = "6603--6618",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yan-etal-2025-rlkgf,
    title = "{RLKGF}: Reinforcement Learning from Knowledge Graph Feedback Without Human Annotations",
    author = "Yan, Lian  and
      Tang, Chen  and
      Guan, Yi  and
      Wang, Haotian  and
      Wang, Songyuan  and
      Liu, Haifeng  and
      Yang, Yang  and
      Jiang, Jingchi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.344/",
    doi = "10.18653/v1/2025.findings-acl.344",
    pages = "6619--6633",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{saglam-etal-2025-learning,
    title = "Learning Task Representations from In-Context Learning",
    author = "Saglam, Baturay  and
      Hu, Xinyang  and
      Yang, Zhuoran  and
      Kalogerias, Dionysis  and
      Karbasi, Amin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.345/",
    doi = "10.18653/v1/2025.findings-acl.345",
    pages = "6634--6663",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-cavgan,
    title = "{CAVGAN}: Unifying Jailbreak and Defense of {LLM}s via Generative Adversarial Attacks on their Internal Representations",
    author = "Li, Xiaohu  and
      Ning, Yunfeng  and
      Bao, Zepeng  and
      Xu, Mayi  and
      Chen, Jianhao  and
      Qian, Tieyun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.346/",
    doi = "10.18653/v1/2025.findings-acl.346",
    pages = "6664--6678",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-firm,
    title = "Firm or Fickle? Evaluating Large Language Models Consistency in Sequential Interactions",
    author = "Li, Yubo  and
      Miao, Yidi  and
      Ding, Xueying  and
      Krishnan, Ramayya  and
      Padman, Rema",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.347/",
    doi = "10.18653/v1/2025.findings-acl.347",
    pages = "6679--6700",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cheng-etal-2025-os,
    title = "{OS}-Kairos: Adaptive Interaction for {MLLM}-Powered {GUI} Agents",
    author = "Cheng, Pengzhou  and
      Wu, Zheng  and
      Wu, Zongru  and
      Ju, Tianjie  and
      Zhang, Aston  and
      Zhang, Zhuosheng  and
      Liu, Gongshen",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.348/",
    doi = "10.18653/v1/2025.findings-acl.348",
    pages = "6701--6725",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{he-etal-2025-red,
    title = "Red-Teaming {LLM} Multi-Agent Systems via Communication Attacks",
    author = "He, Pengfei  and
      Lin, Yuping  and
      Dong, Shen  and
      Xu, Han  and
      Xing, Yue  and
      Liu, Hui",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.349/",
    doi = "10.18653/v1/2025.findings-acl.349",
    pages = "6726--6747",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhu-etal-2025-trust,
    title = "Can We Trust {AI} Doctors? A Survey of Medical Hallucination in Large Language and Large Vision-Language Models",
    author = "Zhu, Zhihong  and
      Zhang, Yunyan  and
      Zhuang, Xianwei  and
      Zhang, Fan  and
      Wan, Zhongwei  and
      Chen, Yuyan  and
      Long, Qingqing  and
      Zheng, Yefeng  and
      Wu, Xian",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.350/",
    doi = "10.18653/v1/2025.findings-acl.350",
    pages = "6748--6769",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-drt,
    title = "{DRT}: Deep Reasoning Translation via Long Chain-of-Thought",
    author = "Wang, Jiaan  and
      Meng, Fandong  and
      Liang, Yunlong  and
      Zhou, Jie",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.351/",
    doi = "10.18653/v1/2025.findings-acl.351",
    pages = "6770--6782",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-ctpd,
    title = "{CTPD}: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis",
    author = "Wang, Fuying  and
      Wu, Feng  and
      Tang, Yihan  and
      Yu, Lequan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.352/",
    doi = "10.18653/v1/2025.findings-acl.352",
    pages = "6783--6799",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-vision,
    title = "Vision-aided Unsupervised Constituency Parsing with Multi-{MLLM} Debating",
    author = "Zhang, Dong  and
      Tian, Haiyan  and
      Sun, Qingying  and
      Li, Shoushan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.353/",
    doi = "10.18653/v1/2025.findings-acl.353",
    pages = "6800--6810",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-inter,
    title = "Inter-Passage Verification for Multi-evidence Multi-answer {QA}",
    author = "Chen, Bingsen  and
      Wan, Shenji  and
      Ye, Xi  and
      Zhao, Chen",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.354/",
    doi = "10.18653/v1/2025.findings-acl.354",
    pages = "6811--6829",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lee-etal-2025-promtec,
    title = "{PROMTEC}: Fast {LLM} Inference Decoding using Prompt Multi-Lookup with Template Database and Common Sequences",
    author = "Lee, Alan Chi-Man  and
      Cheng, Wing-Sun  and
      Chan, Calvin Chun-Kit",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.355/",
    doi = "10.18653/v1/2025.findings-acl.355",
    pages = "6830--6842",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zheng-etal-2025-logical,
    title = "Logical {DA}: Enhancing Data Augmentation for Logical Reasoning via a Multi-Agent System",
    author = "Zheng, Haoqi  and
      Wang, Dong  and
      Yang, Silin  and
      Qi, Yunpeng  and
      Jin, Ruochun  and
      Xu, Liyang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.356/",
    doi = "10.18653/v1/2025.findings-acl.356",
    pages = "6843--6855",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wei-etal-2025-adapting,
    title = "Adapting General-Purpose Embedding Models to Private Datasets Using Keyword-based Retrieval",
    author = "Wei, Yubai  and
      Han, Jiale  and
      Yang, Yi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.357/",
    doi = "10.18653/v1/2025.findings-acl.357",
    pages = "6856--6870",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhao-etal-2025-sql,
    title = "{SQL} Injection Jailbreak: A Structural Disaster of Large Language Models",
    author = "Zhao, Jiawei  and
      Chen, Kejiang  and
      Zhang, Weiming  and
      Yu, Nenghai",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.358/",
    doi = "10.18653/v1/2025.findings-acl.358",
    pages = "6871--6891",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lee-etal-2025-tamp,
    title = "{TAMP}: Token-Adaptive Layerwise Pruning in Multimodal Large Language Models",
    author = "Lee, Jaewoo  and
      Xuan, Keyang  and
      Ekbote, Chanakya  and
      Polisetty, Sandeep  and
      Fung, Yi R.  and
      Liang, Paul Pu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.359/",
    doi = "10.18653/v1/2025.findings-acl.359",
    pages = "6892--6908",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-generative,
    title = "Generative Music Models' Alignment with Professional and Amateur Users' Expectations",
    author = "Wang, Zihao  and
      Yu, Jiaxing  and
      Liu, Haoxuan  and
      Zheng, Zehui  and
      Jin, Yuhang  and
      Li, Shuyu  and
      Ji, Shulei  and
      Zhang, Kejun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.360/",
    doi = "10.18653/v1/2025.findings-acl.360",
    pages = "6909--6920",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{he-etal-2025-llm,
    title = "{LLM}-Forest: Ensemble Learning of {LLM}s with Graph-Augmented Prompts for Data Imputation",
    author = "He, Xinrui  and
      Ban, Yikun  and
      Zou, Jiaru  and
      Wei, Tianxin  and
      Cook, Curtiss  and
      He, Jingrui",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.361/",
    doi = "10.18653/v1/2025.findings-acl.361",
    pages = "6921--6936",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-task,
    title = "Task Calibration: Calibrating Large Language Models on Inference Tasks",
    author = "Li, Yingjie  and
      Luo, Yun  and
      Xie, Xiaotian  and
      Zhang, Yue",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.362/",
    doi = "10.18653/v1/2025.findings-acl.362",
    pages = "6937--6951",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{nguyen-etal-2025-minielm,
    title = "{M}ini{ELM}: A Lightweight and Adaptive Query Rewriting Framework for {E}-Commerce Search Optimization",
    author = "Nguyen, Duy A.  and
      Mohan, Rishi Kesav  and
      Yang, Shimeng  and
      Akash, Pritom Saha  and
      Chang, Kevin Chen-Chuan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.363/",
    doi = "10.18653/v1/2025.findings-acl.363",
    pages = "6952--6964",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yang-etal-2025-visibility,
    title = "Visibility as Survival: Generalizing {NLP} for Native Alaskan Language Identification",
    author = "Yang, Ivory  and
      Zhang, Chunhui  and
      Wang, Yuxin  and
      Ouyang, Zhongyu  and
      Vosoughi, Soroush",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.364/",
    doi = "10.18653/v1/2025.findings-acl.364",
    pages = "6965--6979",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xu-etal-2025-kodcode,
    title = "{K}od{C}ode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding",
    author = "Xu, Zhangchen  and
      Liu, Yang  and
      Yin, Yueqin  and
      Zhou, Mingyuan  and
      Poovendran, Radha",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.365/",
    doi = "10.18653/v1/2025.findings-acl.365",
    pages = "6980--7008",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-select,
    title = "Select, Read, and Write: A Multi-Agent Framework of Full-Text-based Related Work Generation",
    author = "Liu, Xiaochuan  and
      Song, Ruihua  and
      Wang, Xiting  and
      Chen, Xu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.366/",
    doi = "10.18653/v1/2025.findings-acl.366",
    pages = "7009--7028",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{singh-etal-2025-graph,
    title = "Graph-Assisted Culturally Adaptable Idiomatic Translation for {I}ndic languages",
    author = "Singh, Pratik Rakesh  and
      Prasad, Kritarth  and
      Zaki, Mohammadi  and
      Wasnik, Pankaj",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.367/",
    doi = "10.18653/v1/2025.findings-acl.367",
    pages = "7029--7044",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{nguyen-etal-2025-question,
    title = "Question Answering in Climate Adaptation for Agriculture: Model Development and Evaluation with Expert Feedback",
    author = "Nguyen, Vincent  and
      Karimi, Sarvnaz  and
      Hallgren, Willow  and
      Prakash, Mahesh",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.368/",
    doi = "10.18653/v1/2025.findings-acl.368",
    pages = "7045--7075",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-agrec,
    title = "{AGR}ec: Adapting Autoregressive Decoders with Graph Reasoning for {LLM}-based Sequential Recommendation",
    author = "Wang, Xinfeng  and
      Cui, Jin  and
      Fukumoto, Fumiyo  and
      Suzuki, Yoshimi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.369/",
    doi = "10.18653/v1/2025.findings-acl.369",
    pages = "7076--7090",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cui-etal-2025-causal,
    title = "Causal Denoising Prototypical Network for Few-Shot Multi-label Aspect Category Detection",
    author = "Cui, Jin  and
      Wang, Xinfeng  and
      Suzuki, Yoshimi  and
      Fukumoto, Fumiyo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.370/",
    doi = "10.18653/v1/2025.findings-acl.370",
    pages = "7091--7104",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wu-etal-2025-realhitbench,
    title = "{R}eal{H}i{TB}ench: A Comprehensive Realistic Hierarchical Table Benchmark for Evaluating {LLM}-Based Table Analysis",
    author = "Wu, Pengzuo  and
      Yang, Yuhang  and
      Zhu, Guangcheng  and
      Ye, Chao  and
      Gu, Hong  and
      Lu, Xu  and
      Xiao, Ruixuan  and
      Bao, Bowen  and
      He, Yijing  and
      Zha, Liangyu  and
      Ye, Wentao  and
      Zhao, Junbo  and
      Wang, Haobo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.371/",
    doi = "10.18653/v1/2025.findings-acl.371",
    pages = "7105--7137",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-query,
    title = "A Query-Response Framework for Whole-Page Complex-Layout Document Image Translation with Relevant Regional Concentration",
    author = "Zhang, Zhiyang  and
      Zhang, Yaping  and
      Liang, Yupu  and
      Chen, Zhiyuan  and
      Xiang, Lu  and
      Zhao, Yang  and
      Zhou, Yu  and
      Zong, Chengqing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.372/",
    doi = "10.18653/v1/2025.findings-acl.372",
    pages = "7138--7149",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{du-etal-2025-dependeval,
    title = "{D}epend{E}val: Benchmarking {LLM}s for Repository Dependency Understanding",
    author = "Du, Junjia  and
      Liu, Yadi  and
      Guo, Hongcheng  and
      Wang, Jiawei  and
      Huang, Haojian  and
      Ni, Yunyi  and
      Li, Zhoujun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.373/",
    doi = "10.18653/v1/2025.findings-acl.373",
    pages = "7150--7179",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-general,
    title = "A General Knowledge Injection Framework for {ICD} Coding",
    author = "Zhang, Xu  and
      Zhang, Kun  and
      Ma, Wenxin  and
      Wang, Rongsheng  and
      Wu, Chenxu  and
      Li, Yingtai  and
      Zhou, S Kevin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.374/",
    doi = "10.18653/v1/2025.findings-acl.374",
    pages = "7180--7189",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{huo-etal-2025-mmunlearner,
    title = "{MMU}nlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models",
    author = "Huo, Jiahao  and
      Yan, Yibo  and
      Zheng, Xu  and
      Lyu, Yuanhuiyi  and
      Zou, Xin  and
      Wei, Zhihua  and
      Hu, Xuming",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.375/",
    doi = "10.18653/v1/2025.findings-acl.375",
    pages = "7190--7206",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ding-etal-2025-generating,
    title = "Generating Questions, Answers, and Distractors for Videos: Exploring Semantic Uncertainty of Object Motions",
    author = "Ding, Wenjian  and
      Zhang, Yao  and
      Wang, Jun  and
      Jatowt, Adam  and
      Yang, Zhenglu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.376/",
    doi = "10.18653/v1/2025.findings-acl.376",
    pages = "7207--7220",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{luo-etal-2025-diffskip,
    title = "{D}iff{S}kip: Differential Layer Skipping in Large Language Models",
    author = "Luo, Xuan  and
      Wang, Weizhi  and
      Yan, Xifeng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.377/",
    doi = "10.18653/v1/2025.findings-acl.377",
    pages = "7221--7231",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jiang-etal-2025-towards-explainable,
    title = "Towards Explainable Temporal Reasoning in Large Language Models: A Structure-Aware Generative Framework",
    author = "Jiang, Zihao  and
      Liu, Ben  and
      Peng, Miao  and
      Xu, Wenjie  and
      Xiao, Yao  and
      Shan, Zhenyan  and
      Peng, Min",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.378/",
    doi = "10.18653/v1/2025.findings-acl.378",
    pages = "7232--7251",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lu-etal-2025-bounding,
    title = "A Bounding Box is Worth One Token - Interleaving Layout and Text in a Large Language Model for Document Understanding",
    author = "Lu, Jinghui  and
      Yu, Haiyang  and
      Wang, Yanjie  and
      Ye, Yongjie  and
      Tang, Jingqun  and
      Yang, Ziwei  and
      Wu, Binghong  and
      Liu, Qi  and
      Feng, Hao  and
      Wang, Han  and
      Liu, Hao  and
      Huang, Can",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.379/",
    doi = "10.18653/v1/2025.findings-acl.379",
    pages = "7252--7273",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-self-foveate,
    title = "Self-Foveate: Enhancing Diversity and Difficulty of Synthesized Instructions from Unsupervised Text via Multi-Level Foveation",
    author = "Li, Mingzhe  and
      Lu, Xin  and
      Zhao, Yanyan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.380/",
    doi = "10.18653/v1/2025.findings-acl.380",
    pages = "7274--7289",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zheng-etal-2025-tabledreamer,
    title = "{T}able{D}reamer: Progressive and Weakness-guided Data Synthesis from Scratch for Table Instruction Tuning",
    author = "Zheng, Mingyu  and
      Feng, Zhifan  and
      Wang, Jia  and
      Wang, Lanrui  and
      Lin, Zheng  and
      Yang, Hao  and
      Wang, Weiping",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.381/",
    doi = "10.18653/v1/2025.findings-acl.381",
    pages = "7290--7315",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hamad-etal-2025-konooz,
    title = "Konooz: Multi-domain Multi-dialect Corpus for Named Entity Recognition",
    author = "Hamad, Nagham  and
      Khalilia, Mohammed  and
      Jarrar, Mustafa",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.382/",
    doi = "10.18653/v1/2025.findings-acl.382",
    pages = "7316--7331",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yang-etal-2025-self-rewarding,
    title = "Self-Rewarding Large Vision-Language Models for Optimizing Prompts in Text-to-Image Generation",
    author = "Yang, Hongji  and
      Zhou, Yucheng  and
      Han, Wencheng  and
      Shen, Jianbing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.383/",
    doi = "10.18653/v1/2025.findings-acl.383",
    pages = "7332--7349",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-codev,
    title = "{C}ode{V}: Issue Resolving with Visual Data",
    author = "Zhang, Linhao  and
      Zan, Daoguang  and
      Yang, Quanshun  and
      Huang, Zhirong  and
      Chen, Dong  and
      Shen, Bo  and
      Liu, Tianyu  and
      Gong, Yongshun  and
      Pengjie, Huang  and
      Lu, Xudong  and
      Liang, Guangtai  and
      Cui, Lizhen  and
      Wang, Qianxiang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.384/",
    doi = "10.18653/v1/2025.findings-acl.384",
    pages = "7350--7361",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{na-etal-2025-survey,
    title = "A Survey of Large Language Models in Psychotherapy: Current Landscape and Future Directions",
    author = "Na, Hongbin  and
      Hua, Yining  and
      Wang, Zimu  and
      Shen, Tao  and
      Yu, Beibei  and
      Wang, Lilin  and
      Wang, Wei  and
      Torous, John  and
      Chen, Ling",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.385/",
    doi = "10.18653/v1/2025.findings-acl.385",
    pages = "7362--7376",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{he-etal-2025-breaking,
    title = "Breaking the Reasoning Barrier A Survey on {LLM} Complex Reasoning through the Lens of Self-Evolution",
    author = "He, Tao  and
      Li, Hao  and
      Chen, Jingchang  and
      Liu, Runxuan  and
      Cao, Yixin  and
      Liao, Lizi  and
      Zheng, Zihao  and
      Chu, Zheng  and
      Liang, Jiafeng  and
      Liu, Ming  and
      Qin, Bing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.386/",
    doi = "10.18653/v1/2025.findings-acl.386",
    pages = "7377--7417",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-see,
    title = "{SEE}: Continual Fine-tuning with Sequential Ensemble of Experts",
    author = "Wang, Zhilin  and
      Li, Yafu  and
      Qu, Xiaoye  and
      Cheng, Yu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.387/",
    doi = "10.18653/v1/2025.findings-acl.387",
    pages = "7418--7432",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chan-etal-2025-boosting,
    title = "Boosting Policy and Process Reward Models with {M}onte {C}arlo Tree Search in Open-Domain {QA}",
    author = "Chan, Chi-Min  and
      Xu, Chunpu  and
      Zhu, Junqi  and
      Ji, Jiaming  and
      Hong, Donghai  and
      Wen, Pengcheng  and
      Jiang, Chunyang  and
      Ye, Zhen  and
      Yang, Yaodong  and
      Xue, Wei  and
      Han, Sirui  and
      Guo, Yike",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.388/",
    doi = "10.18653/v1/2025.findings-acl.388",
    pages = "7433--7451",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hu-etal-2025-investigating,
    title = "Investigating and Enhancing Vision-Audio Capability in Omnimodal Large Language Models",
    author = "Hu, Rui  and
      Qiu, Delai  and
      Wei, Shuyu  and
      Zhang, Jiaming  and
      Wang, Yining  and
      Liu, Shengping  and
      Sang, Jitao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.389/",
    doi = "10.18653/v1/2025.findings-acl.389",
    pages = "7452--7463",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yang-etal-2025-openhueval,
    title = "{O}pen{H}u{E}val: Evaluating Large Language Model on {H}ungarian Specifics",
    author = "Yang, Haote  and
      Wei, Xingjian  and
      Wu, Jiang  and
      Ligeti-Nagy, No{\'e}mi  and
      Sun, Jiaxing  and
      Wang, Yinfan  and
      Yang, Gy{\H{o}}z{\H{o}} Zijian  and
      Gao, Junyuan  and
      Wang, Jingchao  and
      Jiang, Bowen  and
      Wang, Shasha  and
      Yu, Nanjun  and
      Zhang, Zihao  and
      Hong, Shixin  and
      Liu, Hongwei  and
      Li, Wei  and
      Zhang, Songyang  and
      Lin, Dahua  and
      Wu, Lijun  and
      Pr{\'o}sz{\'e}ky, G{\'a}bor  and
      He, Conghui",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.390/",
    doi = "10.18653/v1/2025.findings-acl.390",
    pages = "7464--7520",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{huang-etal-2025-structfact,
    title = "{S}truct{F}act: Reasoning Factual Knowledge from Structured Data with Large Language Models",
    author = "Huang, Sirui  and
      Gu, Yanggan  and
      Li, Zhonghao  and
      Hu, Xuming  and
      Qing, Li  and
      Xu, Guandong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.391/",
    doi = "10.18653/v1/2025.findings-acl.391",
    pages = "7521--7552",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-imitation,
    title = "From Imitation to Introspection: Probing Self-Consciousness in Language Models",
    author = "Chen, Sirui  and
      Yu, Shu  and
      Zhao, Shengjie  and
      Lu, Chaochao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.392/",
    doi = "10.18653/v1/2025.findings-acl.392",
    pages = "7553--7583",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chai-etal-2025-docfusion,
    title = "{D}oc{F}usion: A Unified Framework for Document Parsing Tasks",
    author = "Chai, Mingxu  and
      Shen, Ziyu  and
      Zhang, Chong  and
      Zhang, Yue  and
      Wang, Xiao  and
      Dou, Shihan  and
      Kang, Jihua  and
      Zhang, Jiazheng  and
      Zhang, Qi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.393/",
    doi = "10.18653/v1/2025.findings-acl.393",
    pages = "7584--7599",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-hierarchical,
    title = "Hierarchical Safety Realignment: Lightweight Restoration of Safety in Pruned Large Vision-Language Models",
    author = "Li, Yue  and
      Yi, Xin  and
      Shi, Dongsheng  and
      De Melo, Gerard  and
      Wang, Xiaoling  and
      Wang, Linlin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.394/",
    doi = "10.18653/v1/2025.findings-acl.394",
    pages = "7600--7612",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ping-etal-2025-longdpo,
    title = "{L}ong{DPO}: Unlock Better Long-form Generation Abilities for {LLM}s via Critique-augmented Stepwise Information",
    author = "Ping, Bowen  and
      Zeng, Jiali  and
      Meng, Fandong  and
      Wang, Shuo  and
      Zhou, Jie  and
      Zhang, Shanghang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.395/",
    doi = "10.18653/v1/2025.findings-acl.395",
    pages = "7613--7632",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{long-etal-2025-reinforcing,
    title = "Reinforcing Compositional Retrieval: Retrieving Step-by-Step for Composing Informative Contexts",
    author = "Long, Quanyu  and
      Chen, Jianda  and
      Liu, Zhengyuan  and
      Chen, Nancy F.  and
      Wang, Wenya  and
      Pan, Sinno Jialin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.396/",
    doi = "10.18653/v1/2025.findings-acl.396",
    pages = "7633--7651",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gao-etal-2025-towards,
    title = "Towards A Better Initial Policy Model For Scalable Long-{C}o{T} Reinforcement Learning",
    author = "Gao, Bofei  and
      Wang, Yejie  and
      Miao, Yibo  and
      Wu, Ruoyu  and
      Song, Feifan  and
      Yu, Longhui  and
      Liu, Tianyu  and
      Chang, Baobao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.397/",
    doi = "10.18653/v1/2025.findings-acl.397",
    pages = "7652--7665",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{vu-etal-2025-topic,
    title = "Topic Modeling for Short Texts via Optimal Transport-Based Clustering",
    author = "Vu, Tu  and
      Do, Manh  and
      Nguyen, Tung  and
      Van, Linh Ngo  and
      Dinh, Sang  and
      Nguyen, Thien Huu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.398/",
    doi = "10.18653/v1/2025.findings-acl.398",
    pages = "7666--7680",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{swaelens-etal-2025-lemmatisation,
    title = "Lemmatisation {\&} Morphological Analysis of Unedited {G}reek: Do Simple Tasks Need Complex Solutions?",
    author = "Swaelens, Colin  and
      De Vos, Ilse  and
      Lefever, Els",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.399/",
    doi = "10.18653/v1/2025.findings-acl.399",
    pages = "7681--7689",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yu-etal-2025-frame,
    title = "{FRAME}: Feedback-Refined Agent Methodology for Enhancing Medical Research Insights",
    author = "Yu, Chengzhang  and
      Zhang, Yiming  and
      Liu, Zhixin  and
      Ding, Zenghui  and
      Sun, Yining  and
      Jin, Zhanpeng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.400/",
    doi = "10.18653/v1/2025.findings-acl.400",
    pages = "7690--7704",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-chain,
    title = "Chain-of-Scrutiny: Detecting Backdoor Attacks for Large Language Models",
    author = "Li, Xi  and
      Mao, Ruofan  and
      Zhang, Yusen  and
      Lou, Renze  and
      Wu, Chen  and
      Wang, Jiaqi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.401/",
    doi = "10.18653/v1/2025.findings-acl.401",
    pages = "7705--7727",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{posokhov-etal-2025-relevance,
    title = "Relevance Scores Calibration for Ranked List Truncation via {TMP} Adapter",
    author = "Posokhov, Pavel  and
      Masliukhin, Sergei  and
      Stepan, Skrylnikov  and
      Tirskikh, Danil  and
      Makhnytkina, Olesia",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.402/",
    doi = "10.18653/v1/2025.findings-acl.402",
    pages = "7728--7734",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kong-etal-2025-neuron,
    title = "Neuron Activation Modulation for Text Style Transfer: Guiding Large Language Models",
    author = "Kong, Chaona  and
      Liu, Jianyi  and
      Tang, Yifan  and
      Zhang, Ru",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.403/",
    doi = "10.18653/v1/2025.findings-acl.403",
    pages = "7735--7747",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tang-etal-2025-mtvqa,
    title = "{MTVQA}: Benchmarking Multilingual Text-Centric Visual Question Answering",
    author = "Tang, Jingqun  and
      Liu, Qi  and
      Ye, Yongjie  and
      Lu, Jinghui  and
      Wei, Shu  and
      Wang, An-Lan  and
      Lin, Chunhui  and
      Feng, Hao  and
      Zhao, Zhen  and
      Wang, Yanjie  and
      Liu, Yuliang  and
      Liu, Hao  and
      Bai, Xiang  and
      Huang, Can",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.404/",
    doi = "10.18653/v1/2025.findings-acl.404",
    pages = "7748--7763",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jiang-etal-2025-hicd,
    title = "{HICD}: Hallucination-Inducing via Attention Dispersion for Contrastive Decoding to Mitigate Hallucinations in Large Language Models",
    author = "Jiang, Xinyan  and
      Ye, Hang  and
      Zhu, Yongxin  and
      Zheng, Xiaoying  and
      Chen, Zikang  and
      Gong, Jun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.405/",
    doi = "10.18653/v1/2025.findings-acl.405",
    pages = "7764--7786",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yao-etal-2025-understanding,
    title = "Understanding the Repeat Curse in Large Language Models from a Feature Perspective",
    author = "Yao, Junchi  and
      Yang, Shu  and
      Xu, Jianhua  and
      Hu, Lijie  and
      Li, Mengdi  and
      Wang, Di",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.406/",
    doi = "10.18653/v1/2025.findings-acl.406",
    pages = "7787--7815",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yoo-etal-2025-code-switching,
    title = "Code-Switching Curriculum Learning for Multilingual Transfer in {LLM}s",
    author = "Yoo, Haneul  and
      Park, Cheonbok  and
      Yun, Sangdoo  and
      Oh, Alice  and
      Lee, Hwaran",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.407/",
    doi = "10.18653/v1/2025.findings-acl.407",
    pages = "7816--7836",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yao-etal-2025-mousetrap,
    title = "A Mousetrap: Fooling Large Reasoning Models for Jailbreak with Chain of Iterative Chaos",
    author = "Yao, Yang  and
      Tong, Xuan  and
      Wang, Ruofan  and
      Wang, Yixu  and
      Li, Lujundong  and
      Liu, Liang  and
      Teng, Yan  and
      Wang, Yingchun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.408/",
    doi = "10.18653/v1/2025.findings-acl.408",
    pages = "7837--7855",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-tag,
    title = "Tag-Evol: Achieving Efficient Instruction Evolving via Tag Injection",
    author = "Wang, Yixuan  and
      Zhou, Shiqi  and
      Guo, Chuanzhe  and
      Zhu, Qingfu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.409/",
    doi = "10.18653/v1/2025.findings-acl.409",
    pages = "7856--7869",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{huang-etal-2025-breaking,
    title = "Breaking the Ceiling: Exploring the Potential of Jailbreak Attacks through Expanding Strategy Space",
    author = "Huang, Yao  and
      Sun, Yitong  and
      Ruan, Shouwei  and
      Zhang, Yichi  and
      Dong, Yinpeng  and
      Wei, Xingxing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.410/",
    doi = "10.18653/v1/2025.findings-acl.410",
    pages = "7870--7888",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{doyen-todirascu-2025-genre,
    title = "{G}e{NR}e: A {F}rench Gender-Neutral Rewriting System Using Collective Nouns",
    author = "Doyen, Enzo  and
      Todirascu, Amalia",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.411/",
    doi = "10.18653/v1/2025.findings-acl.411",
    pages = "7889--7909",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jaumann-etal-2025-lgar,
    title = "{LGAR}: Zero-Shot {LLM}-Guided Neural Ranking for Abstract Screening in Systematic Literature Reviews",
    author = "Jaumann, Christian  and
      Wiedholz, Andreas  and
      Friedrich, Annemarie",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.412/",
    doi = "10.18653/v1/2025.findings-acl.412",
    pages = "7910--7927",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{malul-etal-2025-lchaim,
    title = "{LCHAIM} - Investigating Long Context Reasoning in {H}ebrew",
    author = "Malul, Ehud  and
      Perets, Oriel  and
      Mor, Ziv  and
      Kassel, Yigal  and
      Sulem, Elior",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.413/",
    doi = "10.18653/v1/2025.findings-acl.413",
    pages = "7928--7939",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-clever,
    title = "{CL}e{V}e{R}: Multi-modal Contrastive Learning for Vulnerability Code Representation",
    author = "Li, Jiayuan  and
      Cui, Lei  and
      Zhao, Sen  and
      Yang, Yun  and
      Li, Lun  and
      Zhu, Hongsong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.414/",
    doi = "10.18653/v1/2025.findings-acl.414",
    pages = "7940--7951",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{dong-etal-2025-memit,
    title = "{MEMIT}-Merge: Addressing {MEMIT}{'}s Key-Value Conflicts in Same-Subject Batch Editing for {LLM}s",
    author = "Dong, Zilu  and
      Shen, Xiangqing  and
      Xia, Rui",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.415/",
    doi = "10.18653/v1/2025.findings-acl.415",
    pages = "7952--7960",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-large-language,
    title = "Large Language Models for Predictive Analysis: How Far Are They?",
    author = "Chen, Qin  and
      Ren, Yuanyi  and
      Ma, Xiaojun  and
      Shi, Yuyang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.416/",
    doi = "10.18653/v1/2025.findings-acl.416",
    pages = "7961--7978",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cheng-etal-2025-think,
    title = "Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking",
    author = "Cheng, Xiaoxue  and
      Li, Junyi  and
      Zhao, Wayne Xin  and
      Wen, Ji-Rong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.417/",
    doi = "10.18653/v1/2025.findings-acl.417",
    pages = "7979--7990",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{qin-etal-2025-towards,
    title = "Towards Adaptive Memory-Based Optimization for Enhanced Retrieval-Augmented Generation",
    author = "Qin, Qitao  and
      Luo, Yucong  and
      Lu, Yihang  and
      Chu, Zhibo  and
      Liu, Xiaoman  and
      Meng, Xianwei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.418/",
    doi = "10.18653/v1/2025.findings-acl.418",
    pages = "7991--8004",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-enhancing-cross,
    title = "Enhancing Cross-Tokenizer Knowledge Distillation with Contextual Dynamical Mapping",
    author = "Chen, Yijie  and
      Liu, Yijin  and
      Meng, Fandong  and
      Chen, Yufeng  and
      Xu, Jinan  and
      Zhou, Jie",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.419/",
    doi = "10.18653/v1/2025.findings-acl.419",
    pages = "8005--8018",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gu-etal-2025-semantic,
    title = "A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models",
    author = "Gu, Jian  and
      Aleti, Aldeida  and
      Chen, Chunyang  and
      Zhang, Hongyu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.420/",
    doi = "10.18653/v1/2025.findings-acl.420",
    pages = "8019--8033",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wei-etal-2025-cnnsum,
    title = "{CNNS}um: Exploring Long-Context Summarization with Large Language Models in {C}hinese Novels",
    author = "Wei, Lingxiao  and
      Yan, He  and
      Xiangju, Lu  and
      Zhu, Junmin  and
      Wang, Jun  and
      Zhang, Wei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.421/",
    doi = "10.18653/v1/2025.findings-acl.421",
    pages = "8034--8062",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-document,
    title = "Document Segmentation Matters for Retrieval-Augmented Generation",
    author = "Wang, Zhitong  and
      Gao, Cheng  and
      Xiao, Chaojun  and
      Huang, Yufei  and
      Si, Shuzheng  and
      Luo, Kangyang  and
      Bai, Yuzhuo  and
      Li, Wenhao  and
      Duan, Tangjian  and
      Lv, Chuancheng  and
      Lu, Guoshan  and
      Chen, Gang  and
      Qi, Fanchao  and
      Sun, Maosong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.422/",
    doi = "10.18653/v1/2025.findings-acl.422",
    pages = "8063--8075",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-ubench,
    title = "{UB}ench: Benchmarking Uncertainty in Large Language Models with Multiple Choice Questions",
    author = "Wang, Xunzhi  and
      Zhang, Zhuowei  and
      Chen, Gaonan  and
      Li, Qiongyu  and
      Luo, Bitong  and
      Han, Zhixin  and
      Wang, Haotian  and
      Li, Zhiyu  and
      Gao, Hang  and
      Hu, Mengting",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.423/",
    doi = "10.18653/v1/2025.findings-acl.423",
    pages = "8076--8107",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhao-etal-2025-embracing,
    title = "Embracing Large Language Models in Traffic Flow Forecasting",
    author = "Zhao, Yusheng  and
      Luo, Xiao  and
      Wen, Haomin  and
      Xiao, Zhiping  and
      Ju, Wei  and
      Zhang, Ming",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.424/",
    doi = "10.18653/v1/2025.findings-acl.424",
    pages = "8108--8123",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{he-etal-2025-flow2code,
    title = "{F}low2{C}ode: Evaluating Large Language Models for Flowchart-based Code Generation Capability",
    author = "He, Mengliang  and
      Zeng, Jiayi  and
      Jiang, Yankai  and
      Zhang, Wei  and
      Liu, Zeming  and
      Shi, Xiaoming  and
      Zhou, Aimin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.425/",
    doi = "10.18653/v1/2025.findings-acl.425",
    pages = "8124--8146",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{storai-etal-2025-smarter,
    title = "Smarter, Not Harder: Training-Free Adaptive Computation for Transformers",
    author = {Stora{\"i}, Romain  and
      Lee, Jaeseong  and
      Hwang, Seung-won},
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.426/",
    doi = "10.18653/v1/2025.findings-acl.426",
    pages = "8147--8155",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wu-etal-2025-ucs,
    title = "{UCS}-{SQL}: Uniting Content and Structure for Enhanced Semantic Bridging In Text-to-{SQL}",
    author = "Wu, Zhenhe  and
      Li, Zhongqiu  and
      Zhang, Jie  and
      He, Zhongjiang  and
      Yang, Jian  and
      Zhao, Yu  and
      Fang, Ruiyu  and
      Wang, Bing  and
      Xie, Hongyan  and
      Song, Shuangyong  and
      Li, Zhoujun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.427/",
    doi = "10.18653/v1/2025.findings-acl.427",
    pages = "8156--8168",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-codeprm,
    title = "{C}ode{PRM}: Execution Feedback-enhanced Process Reward Model for Code Generation",
    author = "Li, Qingyao  and
      Dai, Xinyi  and
      Li, Xiangyang  and
      Zhang, Weinan  and
      Wang, Yasheng  and
      Tang, Ruiming  and
      Yu, Yong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.428/",
    doi = "10.18653/v1/2025.findings-acl.428",
    pages = "8169--8182",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zou-etal-2025-stem,
    title = "{STEM}-{POM}: Evaluating Language Models Math-Symbol Reasoning in Document Parsing",
    author = "Zou, Jiaru  and
      Wang, Qing  and
      Thakur, Pratyush  and
      Kani, Nickvash",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.429/",
    doi = "10.18653/v1/2025.findings-acl.429",
    pages = "8183--8199",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lee-song-2025-retrieval,
    title = "Retrieval Visual Contrastive Decoding to Mitigate Object Hallucinations in Large Vision-Language Models",
    author = "Lee, Jihoon  and
      Song, Min",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.430/",
    doi = "10.18653/v1/2025.findings-acl.430",
    pages = "8200--8219",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{bhattacharyya-bhattacharya-2025-leveraging,
    title = "Leveraging {LLM}s for {B}angla Grammar Error Correction: Error Categorization, Synthetic Data, and Model Evaluation",
    author = "Bhattacharyya, Pramit  and
      Bhattacharya, Arnab",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.431/",
    doi = "10.18653/v1/2025.findings-acl.431",
    pages = "8220--8239",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{qiu-etal-2025-think,
    title = "Think Both Ways: Teacher-Student Bidirectional Reasoning Enhances {MCQ} Generation and Distractor Quality",
    author = "Qiu, Yimiao  and
      Deng, Yang  and
      Yao, Quanming  and
      Zhang, Zhimeng  and
      Dong, Zhiang  and
      Yao, Chang  and
      Chen, Jingyuan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.432/",
    doi = "10.18653/v1/2025.findings-acl.432",
    pages = "8240--8253",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-mme5,
    title = "mm{E}5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data",
    author = "Chen, Haonan  and
      Wang, Liang  and
      Yang, Nan  and
      Zhu, Yutao  and
      Zhao, Ziliang  and
      Wei, Furu  and
      Dou, Zhicheng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.433/",
    doi = "10.18653/v1/2025.findings-acl.433",
    pages = "8254--8275",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{choi-etal-2025-word2passage,
    title = "{W}ord2{P}assage: Word-level Importance Re-weighting for Query Expansion",
    author = "Choi, Jeonghwan  and
      Ban, Minjeong  and
      Kim, Minseok  and
      Song, Hwanjun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.434/",
    doi = "10.18653/v1/2025.findings-acl.434",
    pages = "8276--8296",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wei-etal-2025-mecot,
    title = "{MEC}o{T}: {M}arkov Emotional Chain-of-Thought for Personality-Consistent Role-Playing",
    author = "Wei, Yangbo  and
      Huang, Zhen  and
      Zhao, Fangzhou  and
      Feng, Qi  and
      Xing, Wei W.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.435/",
    doi = "10.18653/v1/2025.findings-acl.435",
    pages = "8297--8314",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sui-etal-2025-fidelis,
    title = "{F}i{D}e{L}i{S}: Faithful Reasoning in Large Language Models for Knowledge Graph Question Answering",
    author = "Sui, Yuan  and
      He, Yufei  and
      Liu, Nian  and
      He, Xiaoxin  and
      Wang, Kun  and
      Hooi, Bryan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.436/",
    doi = "10.18653/v1/2025.findings-acl.436",
    pages = "8315--8330",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cheng-etal-2025-realm,
    title = "{REALM}: A Dataset of Real-World {LLM} Use Cases",
    author = "Cheng, Jingwen  and
      Ghate, Kshitish  and
      Hua, Wenyue  and
      Wang, William Yang  and
      Shen, Hong  and
      Fang, Fei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.437/",
    doi = "10.18653/v1/2025.findings-acl.437",
    pages = "8331--8341",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{green-etal-2025-babeledits,
    title = "{BabelEdits}: A Benchmark and a Modular Approach for Robust Cross-lingual Knowledge Editing of Large Language Models",
    author = "Green, Tommaso  and
      Gaschi, F{\'e}lix  and
      Schmidt, Fabian David  and
      Ponzetto, Simone Paolo  and
      Glava{\v{s}}, Goran",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.438/",
    doi = "10.18653/v1/2025.findings-acl.438",
    pages = "8342--8369",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhao-etal-2025-cds,
    title = "{CDS}: Data Synthesis Method Guided by Cognitive Diagnosis Theory",
    author = "Zhao, Haokun  and
      Han, Jinyi  and
      Liang, Jiaqing  and
      Xiao, Yanghua  and
      Meng, Xiaojun  and
      Wei, Jiansheng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.439/",
    doi = "10.18653/v1/2025.findings-acl.439",
    pages = "8370--8393",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ma-etal-2025-problem,
    title = "Problem-Solving Logic Guided Curriculum In-Context Learning for {LLM}s Complex Reasoning",
    author = "Ma, Xuetao  and
      Jiang, Wenbin  and
      Huang, Hua",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.440/",
    doi = "10.18653/v1/2025.findings-acl.440",
    pages = "8394--8412",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{srirag-etal-2025-besstie,
    title = "{BESSTIE}: A Benchmark for Sentiment and Sarcasm Classification for Varieties of {E}nglish",
    author = "Srirag, Dipankar  and
      Joshi, Aditya  and
      Painter, Jordan  and
      Kanojia, Diptesh",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.441/",
    doi = "10.18653/v1/2025.findings-acl.441",
    pages = "8413--8429",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-navrag,
    title = "{N}av{RAG}: Generating User Demand Instructions for Embodied Navigation through Retrieval-Augmented {LLM}",
    author = "Wang, Zihan  and
      Zhu, Yaohui  and
      Lee, Gim Hee  and
      Fan, Yachun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.442/",
    doi = "10.18653/v1/2025.findings-acl.442",
    pages = "8430--8440",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{guo-etal-2025-sqlforge,
    title = "{SQLF}orge: Synthesizing Reliable and Diverse Data to Enhance Text-to-{SQL} Reasoning in {LLM}s",
    author = "Guo, Yu  and
      Jin, Dong  and
      Ye, Shenghao  and
      Chen, Shuangwu  and
      Yang, Jian  and
      Tan, Xiaobin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.443/",
    doi = "10.18653/v1/2025.findings-acl.443",
    pages = "8441--8452",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhu-etal-2025-retrieval,
    title = "Retrieval-Augmented Process Reward Model for Generalizable Mathematical Reasoning",
    author = "Zhu, Jiachen  and
      Zheng, Congmin  and
      Lin, Jianghao  and
      Du, Kounianhua  and
      Wen, Ying  and
      Yu, Yong  and
      Wang, Jun  and
      Zhang, Weinan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.444/",
    doi = "10.18653/v1/2025.findings-acl.444",
    pages = "8453--8468",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zufle-niehues-2025-contrastive,
    title = "Contrastive Learning for Task-Independent {S}peech{LLM}-Pretraining",
    author = {Z{\"u}fle, Maike  and
      Niehues, Jan},
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.445/",
    doi = "10.18653/v1/2025.findings-acl.445",
    pages = "8469--8490",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhou-etal-2025-qimeng,
    title = "{Q}i{M}eng-Attention: {SOTA} Attention Operator is generated by {SOTA} Attention Algorithm",
    author = "Zhou, Qirui  and
      Peng, Shaohui  and
      Xiong, Weiqiang  and
      Chen, Haixin  and
      Wen, Yuanbo  and
      Li, Haochen  and
      Li, Ling  and
      Guo, Qi  and
      Zhao, Yongwei  and
      Gao, Ke  and
      Chen, Ruizhi  and
      Wu, Yanjun  and
      Chen, Zhao  and
      Chen, Yunji",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.446/",
    doi = "10.18653/v1/2025.findings-acl.446",
    pages = "8491--8505",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhou-etal-2025-alw,
    title = "{ALW}: Adaptive Layer-Wise contrastive decoding enhancing reasoning ability in Large Language Models",
    author = "Zhou, Yuechi  and
      Zhou, Chuyue  and
      Zhang, Jianxin  and
      Li, Juntao  and
      Zhang, Min",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.447/",
    doi = "10.18653/v1/2025.findings-acl.447",
    pages = "8506--8524",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-mixture-decoding,
    title = "Mixture of Decoding: An Attention-Inspired Adaptive Decoding Strategy to Mitigate Hallucinations in Large Vision-Language Models",
    author = "Chen, Xinlong  and
      Zhang, Yuanxing  and
      Liu, Qiang  and
      Wu, Junfei  and
      Zhang, Fuzheng  and
      Tan, Tieniu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.448/",
    doi = "10.18653/v1/2025.findings-acl.448",
    pages = "8525--8542",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-vidcapbench,
    title = "{V}id{C}ap{B}ench: A Comprehensive Benchmark of Video Captioning for Controllable Text-to-Video Generation",
    author = "Chen, Xinlong  and
      Zhang, Yuanxing  and
      Rao, Chongling  and
      Guan, Yushuo  and
      Liu, Jiaheng  and
      Zhang, Fuzheng  and
      Song, Chengru  and
      Liu, Qiang  and
      Zhang, Di  and
      Tan, Tieniu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.449/",
    doi = "10.18653/v1/2025.findings-acl.449",
    pages = "8543--8563",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gou-etal-2025-mitigating,
    title = "Mitigating Demonstration Bias through Global Coevolutionary Reasoning",
    author = "Gou, Chuan  and
      Li, Bangwei  and
      Dai, Jianhua  and
      Han, Xiaoyang  and
      Cai, Ming",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.450/",
    doi = "10.18653/v1/2025.findings-acl.450",
    pages = "8564--8578",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{issam-etal-2025-representation,
    title = "A Representation Level Analysis of {NMT} Model Robustness to Grammatical Errors",
    author = "Issam, Abderrahmane  and
      Semerci, Yusuf Can  and
      Scholtes, Jan  and
      Spanakis, Gerasimos",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.451/",
    doi = "10.18653/v1/2025.findings-acl.451",
    pages = "8579--8601",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lin-etal-2025-t2dr,
    title = "$T^2DR$: A Two-Tier Deficiency-Resistant Framework for Incomplete Multimodal Learning",
    author = "Lin, Han  and
      Tang, Xiu  and
      Li, Huan  and
      Cao, Wenxue  and
      Wu, Sai  and
      Yao, Chang  and
      Shou, Lidan  and
      Chen, Gang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.452/",
    doi = "10.18653/v1/2025.findings-acl.452",
    pages = "8602--8616",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jiang-etal-2025-specific,
    title = "From Specific-{MLLM}s to Omni-{MLLM}s: A Survey on {MLLM}s Aligned with Multi-modalities",
    author = "Jiang, Shixin  and
      Liang, Jiafeng  and
      Wang, Jiyuan  and
      Dong, Xuan  and
      Chang, Heng  and
      Yu, Weijiang  and
      Du, Jinhua  and
      Liu, Ming  and
      Qin, Bing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.453/",
    doi = "10.18653/v1/2025.findings-acl.453",
    pages = "8617--8652",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{blaschke-etal-2025-analyzing,
    title = "Analyzing the Effect of Linguistic Similarity on Cross-Lingual Transfer: Tasks and Experimental Setups Matter",
    author = "Blaschke, Verena  and
      Fedzechkina, Masha  and
      Ter Hoeve, Maartje",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.454/",
    doi = "10.18653/v1/2025.findings-acl.454",
    pages = "8653--8684",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kobrock-etal-2025-agents,
    title = "Agents generalize to novel levels of abstraction by using adaptive linguistic strategies",
    author = "Kobrock, Kristina  and
      Ohmer, Xenia  and
      Bruni, Elia  and
      Gotzner, Nicole",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.455/",
    doi = "10.18653/v1/2025.findings-acl.455",
    pages = "8685--8699",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-linguistic,
    title = "The Linguistic Connectivities Within Large Language Models",
    author = "Wang, Dan  and
      Cao, Boxi  and
      Bian, Ning  and
      Chen, Xuanang  and
      Lu, Yaojie  and
      Lin, Hongyu  and
      Zheng, Jia  and
      Sun, Le  and
      Jiang, Shanshan  and
      Dong, Bin  and
      Han, Xianpei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.456/",
    doi = "10.18653/v1/2025.findings-acl.456",
    pages = "8700--8714",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-xfinbench,
    title = "{XF}in{B}ench: Benchmarking {LLM}s in Complex Financial Problem Solving and Reasoning",
    author = "Zhang, Zhihan  and
      Cao, Yixin  and
      Liao, Lizi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.457/",
    doi = "10.18653/v1/2025.findings-acl.457",
    pages = "8715--8758",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{huang-etal-2025-align2llava,
    title = "{A}lign$^2${LL}a{VA}: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation",
    author = "Huang, Hongzhe  and
      Liu, Jiang  and
      Yu, Zhewen  and
      Cai, Li  and
      Jiao, Dian  and
      Zhang, Wenqiao  and
      Tang, Siliang  and
      Li, Juncheng  and
      Jiang, Hao  and
      Li, Haoyuan  and
      Zhuang, Yueting",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.458/",
    doi = "10.18653/v1/2025.findings-acl.458",
    pages = "8759--8781",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{song-etal-2025-achieving,
    title = "Achieving binary weight and activation for {LLM}s using Post-Training Quantization",
    author = "Song, Siqing  and
      Wang, Chuang  and
      Wang, Rui-Qi  and
      Yang, Yi  and
      Zhang, Xu-Yao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.459/",
    doi = "10.18653/v1/2025.findings-acl.459",
    pages = "8782--8795",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sun-etal-2025-mitigating-negative,
    title = "Mitigating Negative Interference in Multilingual Knowledge Editing through Null-Space Constraints",
    author = "Sun, Wei  and
      Qu, Tingyu  and
      Li, Mingxiao  and
      Davis, Jesse  and
      Moens, Marie-Francine",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.460/",
    doi = "10.18653/v1/2025.findings-acl.460",
    pages = "8796--8810",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xie-etal-2025-awareness,
    title = "From Awareness to Adaptability: Enhancing Tool Utilization for Scientific Reasoning",
    author = "Xie, Wenjing  and
      Liang, Xiaobo  and
      Li, Juntao  and
      Wang, Wanfu  and
      Chen, Kehai  and
      Zhu, Qiaoming  and
      Zhang, Min",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.461/",
    doi = "10.18653/v1/2025.findings-acl.461",
    pages = "8811--8831",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-amopo,
    title = "{AM}o{PO}: Adaptive Multi-objective Preference Optimization without Reward Models and Reference Models",
    author = "Liu, Qi  and
      Ruan, Jingqing  and
      Li, Hao  and
      Zhao, Haodong  and
      Wang, Desheng  and
      Chen, Jiansong  and
      Guanglu, Wan  and
      Cai, Xunliang  and
      Zheng, Zhi  and
      Xu, Tong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.462/",
    doi = "10.18653/v1/2025.findings-acl.462",
    pages = "8832--8866",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-supervised,
    title = "Supervised Optimism Correction: Be Confident When {LLM}s Are Sure",
    author = "Zhang, Junjie  and
      Yang, Rushuai  and
      Liu, Shunyu  and
      Lin, Ting-En  and
      Huang, Fei  and
      Chen, Yi  and
      Li, Yongbin  and
      Tao, Dacheng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.463/",
    doi = "10.18653/v1/2025.findings-acl.463",
    pages = "8867--8880",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-offline,
    title = "Offline Reinforcement Learning for {LLM} Multi-step Reasoning",
    author = "Wang, Huaijie  and
      Hao, Shibo  and
      Dong, Hanze  and
      Zhang, Shenao  and
      Bao, Yilin  and
      Yang, Ziran  and
      Wu, Yi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.464/",
    doi = "10.18653/v1/2025.findings-acl.464",
    pages = "8881--8893",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kaneko-etal-2025-sampling,
    title = "Sampling-based Pseudo-Likelihood for Membership Inference Attacks",
    author = "Kaneko, Masahiro  and
      Ma, Youmi  and
      Wata, Yuki  and
      Okazaki, Naoaki",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.465/",
    doi = "10.18653/v1/2025.findings-acl.465",
    pages = "8894--8907",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jia-etal-2025-agentstore,
    title = "{A}gent{S}tore: Scalable Integration of Heterogeneous Agents As Specialized Generalist Computer Assistant",
    author = "Jia, Chengyou  and
      Luo, Minnan  and
      Dang, Zhuohang  and
      Sun, Qiushi  and
      Xu, Fangzhi  and
      Hu, Junlin  and
      Xie, Tianbao  and
      Wu, Zhiyong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.466/",
    doi = "10.18653/v1/2025.findings-acl.466",
    pages = "8908--8934",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wen-etal-2025-boosting,
    title = "Boosting Vulnerability Detection of {LLM}s via Curriculum Preference Optimization with Synthetic Reasoning Data",
    author = "Wen, Xin-Cheng  and
      Yang, Yijun  and
      Gao, Cuiyun  and
      Xiao, Yang  and
      Ye, Deheng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.467/",
    doi = "10.18653/v1/2025.findings-acl.467",
    pages = "8935--8949",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-ga,
    title = "$GA-S^3$: Comprehensive Social Network Simulation with Group Agents",
    author = "Zhang, Yunyao  and
      Song, Zikai  and
      Zhou, Hang  and
      Ren, Wenfeng  and
      Chen, Yi-Ping Phoebe  and
      Yu, Junqing  and
      Yang, Wei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.468/",
    doi = "10.18653/v1/2025.findings-acl.468",
    pages = "8950--8970",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jiao-etal-2025-rangedetector,
    title = "{M}-{R}ange{D}etector: Enhancing Generalization in Machine-Generated Text Detection through Multi-Range Attention Masks",
    author = "Jiao, Kaijie  and
      Wang, Quan  and
      Zhang, Licheng  and
      Guo, Zikang  and
      Mao, Zhendong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.469/",
    doi = "10.18653/v1/2025.findings-acl.469",
    pages = "8971--8983",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kim-etal-2025-voice-assistant,
    title = "Does Your Voice Assistant Remember? Analyzing Conversational Context Recall and Utilization in Voice Interaction Models",
    author = "Kim, Heeseung  and
      Lee, Che Hyun  and
      Park, Sangkwon  and
      Yeom, Jiheum  and
      Park, Nohil  and
      Yu, Sangwon  and
      Yoon, Sungroh",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.470/",
    doi = "10.18653/v1/2025.findings-acl.470",
    pages = "8984--9014",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gu-etal-2025-neuronmerge,
    title = "{N}euron{M}erge: Merging Models via Functional Neuron Groups",
    author = "Gu, Wangyun  and
      Gao, Qianghua  and
      Li-Xin, Zhang  and
      Shen, Xu  and
      Ye, Jieping",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.471/",
    doi = "10.18653/v1/2025.findings-acl.471",
    pages = "9015--9037",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-hellaswag,
    title = "{H}ella{S}wag-Pro: A Large-Scale Bilingual Benchmark for Evaluating the Robustness of {LLM}s in Commonsense Reasoning",
    author = "Li, Xiaoyuan  and
      Li, Moxin  and
      Men, Rui  and
      Zhang, Yichang  and
      Bao, Keqin  and
      Wang, Wenjie  and
      Feng, Fuli  and
      Liu, Dayiheng  and
      Lin, Junyang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.472/",
    doi = "10.18653/v1/2025.findings-acl.472",
    pages = "9038--9072",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xiang-etal-2025-self,
    title = "Self-Steering Optimization: Autonomous Preference Optimization for Large Language Models",
    author = "Xiang, Hao  and
      Yu, Bowen  and
      Lin, Hongyu  and
      Lu, Keming  and
      Lu, Yaojie  and
      Han, Xianpei  and
      He, Ben  and
      Sun, Le  and
      Zhou, Jingren  and
      Lin, Junyang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.473/",
    doi = "10.18653/v1/2025.findings-acl.473",
    pages = "9073--9085",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhu-etal-2025-lime,
    title = "{LIME}: Less Is More for {MLLM} Evaluation",
    author = "Zhu, King  and
      Zang, Qianbo  and
      Jia, Shian  and
      Wu, Siwei  and
      Fang, Feiteng  and
      Li, Yizhi  and
      Guo, Shuyue  and
      Zheng, Tianyu  and
      Guo, Jiawei  and
      Li, Bo  and
      Wu, Haoning  and
      Qu, Xingwei  and
      Yang, Jian  and
      Liu, Ruibo  and
      Yue, Xiang  and
      Liu, Jiaheng  and
      Lin, Chenghua  and
      Alinejad-Rokny, Hamid  and
      Yang, Min  and
      Ni, Shiwen  and
      Huang, Wenhao  and
      Zhang, Ge",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.474/",
    doi = "10.18653/v1/2025.findings-acl.474",
    pages = "9086--9121",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhou-etal-2025-debate,
    title = "Debate, Reflect, and Distill: Multi-Agent Feedback with Tree-Structured Preference Optimization for Efficient Language Model Enhancement",
    author = "Zhou, Xiaofeng  and
      Huang, Heyan  and
      Liao, Lizi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.475/",
    doi = "10.18653/v1/2025.findings-acl.475",
    pages = "9122--9137",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lin-etal-2025-codereviewqa,
    title = "{C}ode{R}eview{QA}: The Code Review Comprehension Assessment for Large Language Models",
    author = "Lin, Hong Yi  and
      Liu, Chunhua  and
      Gao, Haoyu  and
      Thongtanunam, Patanamon  and
      Treude, Christoph",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.476/",
    doi = "10.18653/v1/2025.findings-acl.476",
    pages = "9138--9166",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{otmakhova-frermann-2025-narrative,
    title = "Narrative Media Framing in Political Discourse",
    author = "Otmakhova, Yulia  and
      Frermann, Lea",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.477/",
    doi = "10.18653/v1/2025.findings-acl.477",
    pages = "9167--9196",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cai-etal-2025-mhalo,
    title = "{MHALO}: Evaluating {MLLM}s as Fine-grained Hallucination Detectors",
    author = "Cai, Yishuo  and
      Gu, Renjie  and
      Li, Jiaxu  and
      Huang, Xuancheng  and
      Chen, Junzhe  and
      Gu, Xiaotao  and
      Huang, Minlie",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.478/",
    doi = "10.18653/v1/2025.findings-acl.478",
    pages = "9197--9222",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{scalvini-mashaghi-2025-semantic,
    title = "Semantic Topology: a New Perspective for Communication Style Characterization",
    author = "Scalvini, Barbara  and
      Mashaghi, Alireza",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.479/",
    doi = "10.18653/v1/2025.findings-acl.479",
    pages = "9223--9233",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-decoding-llm,
    title = "Decoding {LLM} Personality Measurement: Forced-Choice vs. {L}ikert",
    author = "Li, Xiaoyu  and
      Shi, Haoran  and
      Yu, Zengyi  and
      Tu, Yukun  and
      Zheng, Chanjin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.480/",
    doi = "10.18653/v1/2025.findings-acl.480",
    pages = "9234--9247",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{horiguchi-etal-2025-multimsd,
    title = "{M}ulti{MSD}: A Corpus for Multilingual Medical Text Simplification from Online Medical References",
    author = "Horiguchi, Koki  and
      Kajiwara, Tomoyuki  and
      Ninomiya, Takashi  and
      Wakamiya, Shoko  and
      Aramaki, Eiji",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.481/",
    doi = "10.18653/v1/2025.findings-acl.481",
    pages = "9248--9258",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-badwindtunnel,
    title = "{B}ad{W}indtunnel: Defending Backdoor in High-noise Simulated Training with Confidence Variance",
    author = "Zhang, Ruyi  and
      Jian, Songlei  and
      Tan, Yusong  and
      Gao, Heng  and
      Zhou, Haifang  and
      Lu, Kai",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.482/",
    doi = "10.18653/v1/2025.findings-acl.482",
    pages = "9259--9273",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gao-etal-2025-multimodal,
    title = "Multimodal Machine Translation with Text-Image In-depth Questioning",
    author = "Gao, Yue  and
      Zhao, Jing  and
      Sun, Shiliang  and
      Qiao, Xiaosong  and
      Song, Tengfei  and
      Yang, Hao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.483/",
    doi = "10.18653/v1/2025.findings-acl.483",
    pages = "9274--9287",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{song-etal-2025-rekg,
    title = "{R}e{KG}-{MCTS}: Reinforcing {LLM} Reasoning on Knowledge Graphs via Training-Free {M}onte {C}arlo Tree Search",
    author = "Song, Xiaozhuang  and
      Zhang, Shufei  and
      Yu, Tianshu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.484/",
    doi = "10.18653/v1/2025.findings-acl.484",
    pages = "9288--9306",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wulamu-etal-2025-html,
    title = "{HTML}: Hierarchical Topology Multi-task Learning for Semantic Parsing in Knowledge Base Question Answering",
    author = "Wulamu, Aziguli  and
      Zhengyu, Lyu  and
      Gong, Kaiyuan  and
      Han, Yu  and
      Wang, Zewen  and
      Zhu, Zhihong  and
      Xing, Bowen",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.485/",
    doi = "10.18653/v1/2025.findings-acl.485",
    pages = "9307--9321",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-structflowbench,
    title = "{S}truct{F}low{B}ench: A Structured Flow Benchmark for Multi-turn Instruction Following",
    author = "Li, Jinnan  and
      Li, Jinzhe  and
      Wang, Yue  and
      Chang, Yi  and
      Wu, Yuan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.486/",
    doi = "10.18653/v1/2025.findings-acl.486",
    pages = "9322--9341",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-cmie,
    title = "{CMIE}: Combining {MLLM} Insights with External Evidence for Explainable Out-of-Context Misinformation Detection",
    author = "Li, Fanxiao  and
      Wu, Jiaying  and
      He, Canyuan  and
      Zhou, Wei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.487/",
    doi = "10.18653/v1/2025.findings-acl.487",
    pages = "9342--9354",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{dwivedi-etal-2025-eticor,
    title = "{E}ti{C}or++: Towards Understanding Etiquettical Bias in {LLM}s",
    author = "Dwivedi, Ashutosh  and
      Singh, Siddhant Shivdutt  and
      Modi, Ashutosh",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.488/",
    doi = "10.18653/v1/2025.findings-acl.488",
    pages = "9355--9376",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xu-etal-2025-finripple,
    title = "{F}in{R}ipple: Aligning Large Language Models with Financial Market for Event Ripple Effect Awareness",
    author = "Xu, Yuanjian  and
      Hao, Jianing  and
      Tang, Kunsheng  and
      Chen, Jingnan  and
      Liu, Anxian  and
      Liu, Peng  and
      Zhang, Guang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.489/",
    doi = "10.18653/v1/2025.findings-acl.489",
    pages = "9377--9398",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{luo-etal-2025-beyond,
    title = "Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation",
    author = "Luo, Yingfeng  and
      Zheng, Tong  and
      Mu, Yongyu  and
      Li, Bei  and
      Zhang, Qinghong  and
      Gao, Yongqi  and
      Xu, Ziqiang  and
      Feng, Peinan  and
      Liu, Xiaoqian  and
      Xiao, Tong  and
      Zhu, JingBo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.490/",
    doi = "10.18653/v1/2025.findings-acl.490",
    pages = "9399--9431",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lekuthai-etal-2025-ec,
    title = "{EC}-{RAFT}: Automated Generation of Clinical Trial Eligibility Criteria through Retrieval-Augmented Fine-Tuning",
    author = "Lekuthai, Nopporn  and
      Pewngam, Nattawit  and
      Sokrai, Supitcha  and
      Achakulvisut, Titipat",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.491/",
    doi = "10.18653/v1/2025.findings-acl.491",
    pages = "9432--9444",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{stringli-etal-2025-pitfalls,
    title = "Pitfalls of Scale: Investigating the Inverse Task of Redefinition in Large Language Models",
    author = "Stringli, Elena  and
      Lymperaiou, Maria  and
      Filandrianos, Giorgos  and
      Voulodimos, Athanasios  and
      Stamou, Giorgos",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.492/",
    doi = "10.18653/v1/2025.findings-acl.492",
    pages = "9445--9469",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lin-etal-2025-implicit,
    title = "Implicit Reasoning in Transformers is Reasoning through Shortcuts",
    author = "Lin, Tianhe  and
      Xie, Jian  and
      Yuan, Siyu  and
      Yang, Deqing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.493/",
    doi = "10.18653/v1/2025.findings-acl.493",
    pages = "9470--9487",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xu-etal-2025-learning,
    title = "Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework",
    author = "Xu, Kaishuai  and
      Yu, Tiezheng  and
      Cheng, Yi  and
      Hou, Wenjun  and
      Li, Liangyou  and
      Jiang, Xin  and
      Shang, Lifeng  and
      Liu, Qun  and
      Li, Wenjie",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.494/",
    doi = "10.18653/v1/2025.findings-acl.494",
    pages = "9488--9502",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sun-etal-2025-cortexdebate,
    title = "{C}ortex{D}ebate: Debating Sparsely and Equally for Multi-Agent Debate",
    author = "Sun, Yiliu  and
      Zhao, Zicheng  and
      Wan, Sheng  and
      Gong, Chen",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.495/",
    doi = "10.18653/v1/2025.findings-acl.495",
    pages = "9503--9523",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{knappich-etal-2025-pap2pat,
    title = "{PAP}2{PAT}: Benchmarking Outline-Guided Long-Text Patent Generation with Patent-Paper Pairs",
    author = {Knappich, Valentin  and
      H{\"a}tty, Anna  and
      Razniewski, Simon  and
      Friedrich, Annemarie},
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.496/",
    doi = "10.18653/v1/2025.findings-acl.496",
    pages = "9524--9554",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-debt,
    title = "Debt Collection Negotiations with Large Language Models: An Evaluation System and Optimizing Decision Making with Multi-Agent",
    author = "Wang, Xiaofeng  and
      Zhang, Zhixin  and
      Zheng, Jin Guang  and
      Ai, Yiming  and
      Wang, Rui",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.497/",
    doi = "10.18653/v1/2025.findings-acl.497",
    pages = "9555--9577",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-focused,
    title = "Focused-{DPO}: Enhancing Code Generation Through Focused Preference Optimization on Error-Prone Points",
    author = "Zhang, Kechi  and
      Li, Ge  and
      Li, Jia  and
      Dong, Yihong  and
      Li, Jia  and
      Jin, Zhi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.498/",
    doi = "10.18653/v1/2025.findings-acl.498",
    pages = "9578--9591",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{vandermeerschen-de-lhoneux-2025-supervised,
    title = "Supervised and Unsupervised Probing of Shortcut Learning: Case Study on the Emergence and Evolution of Syntactic Heuristics in {BERT}",
    author = "Vandermeerschen, Elke  and
      de Lhoneux, Miryam",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.499/",
    doi = "10.18653/v1/2025.findings-acl.499",
    pages = "9592--9604",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{schneider-etal-2025-gimmick,
    title = "{GIMMICK}: Globally Inclusive Multimodal Multitask Cultural Knowledge Benchmarking",
    author = "Schneider, Florian  and
      Holtermann, Carolin  and
      Biemann, Chris  and
      Lauscher, Anne",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.500/",
    doi = "10.18653/v1/2025.findings-acl.500",
    pages = "9605--9668",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{park-etal-2025-r,
    title = "{R}-{VLM}: Region-Aware Vision Language Model for Precise {GUI} Grounding",
    author = "Park, Joonhyung  and
      Tang, Peng  and
      Das, Sagnik  and
      Appalaraju, Srikar  and
      Singh, Kunwar Yashraj  and
      Manmatha, R.  and
      Ghadar, Shabnam",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.501/",
    doi = "10.18653/v1/2025.findings-acl.501",
    pages = "9669--9685",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-perspective,
    title = "Perspective Transition of Large Language Models for Solving Subjective Tasks",
    author = "Wang, Xiaolong  and
      Zhang, Yuanchi  and
      Wang, Ziyue  and
      Xu, Yuzhuang  and
      Luo, Fuwen  and
      Wang, Yile  and
      Li, Peng  and
      Liu, Yang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.502/",
    doi = "10.18653/v1/2025.findings-acl.502",
    pages = "9686--9704",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-triptailor,
    title = "{T}rip{T}ailor: A Real-World Benchmark for Personalized Travel Planning",
    author = "Wang, Kaimin  and
      Shen, Yuanzhe  and
      Lv, Changze  and
      Zheng, Xiaoqing  and
      Huang, Xuanjing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.503/",
    doi = "10.18653/v1/2025.findings-acl.503",
    pages = "9705--9723",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{babl-etal-2025-random,
    title = "Random Splitting Negatively Impacts {NER} Evaluation: Quantifying and Eliminating the Overestimation of {NER} Performance",
    author = "Babl, Florian  and
      Hennen, Moritz  and
      Murauer, Jakob  and
      Geierhos, Michaela",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.504/",
    doi = "10.18653/v1/2025.findings-acl.504",
    pages = "9724--9738",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wei-etal-2025-structure,
    title = "Structure-adaptive Adversarial Contrastive Learning for Multi-Domain Fake News Detection",
    author = "Wei, Lingwei  and
      Hu, Dou  and
      Zhou, Wei  and
      Yu, Philip S.  and
      Hu, Songlin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.505/",
    doi = "10.18653/v1/2025.findings-acl.505",
    pages = "9739--9752",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{fan-etal-2025-biasguard,
    title = "{B}ias{G}uard: A Reasoning-Enhanced Bias Detection Tool for Large Language Models",
    author = "Fan, Zhiting  and
      Chen, Ruizhe  and
      Liu, Zuozhu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.506/",
    doi = "10.18653/v1/2025.findings-acl.506",
    pages = "9753--9764",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{goloburda-etal-2025-qorgau,
    title = "Qor{\'{g}}au: Evaluating Safety in {K}azakh-{R}ussian Bilingual Contexts",
    author = "Goloburda, Maiya  and
      Laiyk, Nurkhan  and
      Turmakhan, Diana  and
      Wang, Yuxia  and
      Togmanov, Mukhammed  and
      Mansurov, Jonibek  and
      Sametov, Askhat  and
      Mukhituly, Nurdaulet  and
      Wang, Minghan  and
      Orel, Daniil  and
      Mujahid, Zain Muhammad  and
      Koto, Fajri  and
      Baldwin, Timothy  and
      Nakov, Preslav",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.507/",
    doi = "10.18653/v1/2025.findings-acl.507",
    pages = "9765--9784",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{mu-etal-2025-mmxu,
    title = "{MMXU}: A Multi-Modal and Multi-{X}-ray Understanding Dataset for Disease Progression",
    author = "Mu, Linjie  and
      Huang, Zhongzhen  and
      Qin, Shengqian  and
      Zhu, Yakun  and
      Zhang, Shaoting  and
      Zhang, Xiaofan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.508/",
    doi = "10.18653/v1/2025.findings-acl.508",
    pages = "9785--9803",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ni-etal-2025-tree,
    title = "Tree-of-Code: A Self-Growing Tree Framework for End-to-End Code Generation and Execution in Complex Tasks",
    author = "Ni, Ziyi  and
      Li, Yifan  and
      Yang, Ning  and
      Shen, Dou  and
      Lyu, Pin  and
      Dong, Daxiang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.509/",
    doi = "10.18653/v1/2025.findings-acl.509",
    pages = "9804--9819",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sasu-etal-2025-akan,
    title = "{A}kan Cinematic Emotions ({ACE}): A Multimodal Multi-party Dataset for Emotion Recognition in Movie Dialogues",
    author = "Sasu, David  and
      Wu, Zehui  and
      Gong, Ziwei  and
      Chen, Run  and
      Shi, Pengyuan  and
      Ai, Lin  and
      Hirschberg, Julia  and
      Schluter, Natalie",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.510/",
    doi = "10.18653/v1/2025.findings-acl.510",
    pages = "9820--9831",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wan-etal-2025-cognitive,
    title = "A Cognitive Writing Perspective for Constrained Long-Form Text Generation",
    author = "Wan, Kaiyang  and
      Mu, Honglin  and
      Hao, Rui  and
      Luo, Haoran  and
      Gu, Tianle  and
      Chen, Xiuying",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.511/",
    doi = "10.18653/v1/2025.findings-acl.511",
    pages = "9832--9844",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-migician,
    title = "Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models",
    author = "Li, You  and
      Huang, Heyu  and
      Chen, Chi  and
      Huang, Kaiyu  and
      Huang, Chao  and
      Guo, Zonghao  and
      Liu, Zhiyuan  and
      Xu, Jinan  and
      Li, Yuhua  and
      Li, Ruixuan  and
      Sun, Maosong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.512/",
    doi = "10.18653/v1/2025.findings-acl.512",
    pages = "9845--9867",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{adarsh-etal-2025-siked,
    title = "{SIK}e{D}: Self-guided Iterative Knowledge Distillation for Mathematical Reasoning",
    author = "Adarsh, Shivam  and
      Shridhar, Kumar  and
      Gulcehre, Caglar  and
      Monath, Nicholas  and
      Sachan, Mrinmaya",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.513/",
    doi = "10.18653/v1/2025.findings-acl.513",
    pages = "9868--9880",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yang-etal-2025-chain,
    title = "Chain of Attack: Hide Your Intention through Multi-Turn Interrogation",
    author = "Yang, Xikang  and
      Zhou, Biyu  and
      Tang, Xuehai  and
      Han, Jizhong  and
      Hu, Songlin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.514/",
    doi = "10.18653/v1/2025.findings-acl.514",
    pages = "9881--9901",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-mig,
    title = "{MIG}: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space",
    author = "Chen, Yicheng  and
      Li, Yining  and
      Hu, Kai  and
      Zerun, Ma  and
      HaochenYe, HaochenYe  and
      Chen, Kai",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.515/",
    doi = "10.18653/v1/2025.findings-acl.515",
    pages = "9902--9915",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chun-etal-2025-enhancing,
    title = "Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval",
    author = "Chun, Yongchan  and
      Kim, Minhyuk  and
      Kim, Dongjun  and
      Park, Chanjun  and
      Lim, Heuiseok",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.516/",
    doi = "10.18653/v1/2025.findings-acl.516",
    pages = "9916--9926",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-explainable,
    title = "Explainable Depression Detection in Clinical Interviews with Personalized Retrieval-Augmented Generation",
    author = "Zhang, Linhai  and
      Gao, Ziyang  and
      Zhou, Deyu  and
      He, Yulan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.517/",
    doi = "10.18653/v1/2025.findings-acl.517",
    pages = "9927--9944",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{luo-etal-2025-empec,
    title = "{EMPEC}: A Comprehensive Benchmark for Evaluating Large Language Models Across Diverse Healthcare Professions",
    author = "Luo, Zheheng  and
      Yuan, Chenhan  and
      Xie, Qianqian  and
      Ananiadou, Sophia",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.518/",
    doi = "10.18653/v1/2025.findings-acl.518",
    pages = "9945--9958",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xia-etal-2025-beyond-numeric,
    title = "Beyond Numeric Rewards: In-Context Dueling Bandits with {LLM} Agents",
    author = "Xia, Fanzeng  and
      Liu, Hao  and
      Yue, Yisong  and
      Li, Tongxin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.519/",
    doi = "10.18653/v1/2025.findings-acl.519",
    pages = "9959--9988",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jin-etal-2025-well,
    title = "``Well, Keep Thinking'': Enhancing {LLM} Reasoning with Adaptive Injection Decoding",
    author = "Jin, Hyunbin  and
      Yeom, Je Won  and
      Bae, Seunghyun  and
      Kim, Taesup",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.520/",
    doi = "10.18653/v1/2025.findings-acl.520",
    pages = "9989--10018",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-speecht,
    title = "{S}peech{T}-{RAG}: Reliable Depression Detection in {LLM}s with Retrieval-Augmented Generation Using Speech Timing Information",
    author = "Zhang, Xiangyu  and
      Liu, Hexin  and
      Zhang, Qiquan  and
      Ahmed, Beena  and
      Epps, Julien",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.521/",
    doi = "10.18653/v1/2025.findings-acl.521",
    pages = "10019--10030",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{han-etal-2025-fine,
    title = "Fine-grained Knowledge Enhancement for Retrieval-Augmented Generation",
    author = "Han, Jingxuan  and
      Mao, Zhendong  and
      Liu, Yi  and
      Che, Yexuan  and
      Fu, Zheren  and
      Wang, Quan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.522/",
    doi = "10.18653/v1/2025.findings-acl.522",
    pages = "10031--10044",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cai-etal-2025-bayesian,
    title = "{B}ayesian Optimization for Controlled Image Editing via {LLM}s",
    author = "Cai, Chengkun  and
      Liu, Haoliang  and
      Zhao, Xu  and
      Jiang, Zhongyu  and
      Zhang, Tianfang  and
      Wu, Zongkai  and
      Lee, John  and
      Hwang, Jenq-Neng  and
      Li, Lei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.523/",
    doi = "10.18653/v1/2025.findings-acl.523",
    pages = "10045--10056",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cazzaro-etal-2025-spot,
    title = "{SPOT}: Zero-Shot Semantic Parsing Over Property Graphs",
    author = "Cazzaro, Francesco  and
      Kleindienst, Justin  and
      Gomez, Sofia M{\'a}rquez  and
      Quattoni, Ariadna",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.524/",
    doi = "10.18653/v1/2025.findings-acl.524",
    pages = "10057--10073",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kim-etal-2025-reasoning,
    title = "Reasoning Circuits in Language Models: A Mechanistic Interpretation of Syllogistic Inference",
    author = "Kim, Geonhee  and
      Valentino, Marco  and
      Freitas, Andre",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.525/",
    doi = "10.18653/v1/2025.findings-acl.525",
    pages = "10074--10095",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-multi-hop,
    title = "Multi-Hop Question Generation via Dual-Perspective Keyword Guidance",
    author = "Li, Maodong  and
      Zhang, Longyin  and
      Kong, Fang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.526/",
    doi = "10.18653/v1/2025.findings-acl.526",
    pages = "10096--10112",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{bihany-etal-2025-lorma,
    title = "{L}o{RMA}: Low-Rank Multiplicative Adaptation for {LLM}s",
    author = "Bihany, Harsh  and
      Patel, Shubham  and
      Modi, Ashutosh",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.527/",
    doi = "10.18653/v1/2025.findings-acl.527",
    pages = "10113--10133",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-di,
    title = "{DI}-{BENCH}: Benchmarking Large Language Models on Dependency Inference with Testable Repositories at Scale",
    author = "Zhang, Linghao  and
      Wang, Junhao  and
      He, Shilin  and
      Zhang, Chaoyun  and
      Kang, Yu  and
      Li, Bowen  and
      Wen, Jiaheng  and
      Xie, Chengxing  and
      Wang, Maoquan  and
      Huang, Yufan  and
      Nallipogu, Elsie  and
      Lin, Qingwei  and
      Dang, Yingnong  and
      Rajmohan, Saravan  and
      Zhang, Dongmei  and
      Zhang, Qi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.528/",
    doi = "10.18653/v1/2025.findings-acl.528",
    pages = "10134--10153",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yunfanxie-etal-2025-weak,
    title = "Weak-to-Strong Honesty Alignment via Learning-to-Rank Supervision",
    author = "Xie, Yunfan  and
      Zou, Lixin  and
      Luo, Dan  and
      Tang, Min  and
      Li, Chenliang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.529/",
    doi = "10.18653/v1/2025.findings-acl.529",
    pages = "10154--10168",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{shafiei-etal-2025-multihoax,
    title = "{M}ulti{H}oax: A Dataset of Multi-hop False-premise questions",
    author = "Shafiei, Mohammadamin  and
      Saffari, Hamidreza  and
      Moosavi, Nafise Sadat",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.530/",
    doi = "10.18653/v1/2025.findings-acl.530",
    pages = "10169--10187",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-long-2025-learning,
    title = "Learning to Play Like Humans: A Framework for {LLM} Adaptation in Interactive Fiction Games",
    author = "Zhang, Jinming  and
      Long, Yunfei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.531/",
    doi = "10.18653/v1/2025.findings-acl.531",
    pages = "10188--10205",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{bai-etal-2025-state,
    title = "{STATE} {T}oxi{CN}: A Benchmark for Span-level Target-Aware Toxicity Extraction in {C}hinese Hate Speech Detection",
    author = "Bai, Zewen  and
      Yang, Liang  and
      Yin, Shengdi  and
      Lu, Junyu  and
      Zeng, Jingjie  and
      Zhu, Haohao  and
      Sun, Yuanyuan  and
      Lin, Hongfei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.532/",
    doi = "10.18653/v1/2025.findings-acl.532",
    pages = "10206--10219",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{niu-etal-2025-reledit,
    title = "{R}el{E}dit: Evaluating Conceptual Knowledge Editing in Language Models via Relational Reasoning",
    author = "Niu, Yifan  and
      Peng, Miao  and
      Chen, Nuo  and
      Bian, Yatao  and
      Xu, Tingyang  and
      Li, Jia",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.533/",
    doi = "10.18653/v1/2025.findings-acl.533",
    pages = "10220--10238",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hei-etal-2025-unlocking,
    title = "Unlocking Speech Instruction Data Potential with Query Rewriting",
    author = "Hei, Yonghua  and
      Yan, Yibo  and
      Liu, Shuliang  and
      Zhou, Huiyu  and
      Zhang, Linfeng  and
      Hu, Xuming",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.534/",
    doi = "10.18653/v1/2025.findings-acl.534",
    pages = "10239--10260",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gu-etal-2025-evasion,
    title = "From Evasion to Concealment: Stealthy Knowledge Unlearning for {LLM}s",
    author = "Gu, Tianle  and
      Huang, Kexin  and
      Luo, Ruilin  and
      Yao, Yuanqi  and
      Chen, Xiuying  and
      Yang, Yujiu  and
      Teng, Yan  and
      Wang, Yingchun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.535/",
    doi = "10.18653/v1/2025.findings-acl.535",
    pages = "10261--10279",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{bi-etal-2025-context,
    title = "Context-{DPO}: Aligning Language Models for Context-Faithfulness",
    author = "Bi, Baolong  and
      Huang, Shaohan  and
      Wang, Yiwei  and
      Yang, Tianchi  and
      Zhang, Zihan  and
      Huang, Haizhen  and
      Mei, Lingrui  and
      Fang, Junfeng  and
      Li, Zehao  and
      Wei, Furu  and
      Deng, Weiwei  and
      Sun, Feng  and
      Zhang, Qi  and
      Liu, Shenghua",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.536/",
    doi = "10.18653/v1/2025.findings-acl.536",
    pages = "10280--10300",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{feng-etal-2025-reasoning,
    title = "Reasoning Does Not Necessarily Improve Role-Playing Ability",
    author = "Feng, Xiachong  and
      Dou, Longxu  and
      Kong, Lingpeng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.537/",
    doi = "10.18653/v1/2025.findings-acl.537",
    pages = "10301--10314",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-tablellm,
    title = "{T}able{LLM}: Enabling Tabular Data Manipulation by {LLM}s in Real Office Usage Scenarios",
    author = "Zhang, Xiaokang  and
      Luo, Sijia  and
      Zhang, Bohan  and
      Ma, Zeyao  and
      Zhang, Jing  and
      Li, Yang  and
      Li, Guanlin  and
      Yao, Zijun  and
      Xu, Kangli  and
      Zhou, Jinchang  and
      Zhang-Li, Daniel  and
      Yu, Jifan  and
      Zhao, Shu  and
      Li, Juanzi  and
      Tang, Jie",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.538/",
    doi = "10.18653/v1/2025.findings-acl.538",
    pages = "10315--10344",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-survey,
    title = "A Survey of {LLM}-based Agents in Medicine: How far are we from Baymax?",
    author = "Wang, Wenxuan  and
      Ma, Zizhan  and
      Wang, Zheng  and
      Wu, Chenghan  and
      Ji, Jiaming  and
      Chen, Wenting  and
      Li, Xiang  and
      Yuan, Yixuan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.539/",
    doi = "10.18653/v1/2025.findings-acl.539",
    pages = "10345--10359",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{park-etal-2025-context,
    title = "Context-Robust Knowledge Editing for Language Models",
    author = "Park, Haewon  and
      Choi, Gyubin  and
      Kim, Minjun  and
      Jo, Yohan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.540/",
    doi = "10.18653/v1/2025.findings-acl.540",
    pages = "10360--10385",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{du-etal-2025-multi,
    title = "Multi-Agent Collaboration via Cross-Team Orchestration",
    author = "Du, Zhuoyun  and
      Qian, Chen  and
      Liu, Wei  and
      Xie, Zihao  and
      Wang, YiFei  and
      Qiu, Rennai  and
      Dang, Yufan  and
      Chen, Weize  and
      Yang, Cheng  and
      Tian, Ye  and
      Xiong, Xuantang  and
      Han, Lei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.541/",
    doi = "10.18653/v1/2025.findings-acl.541",
    pages = "10386--10406",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{martinez-etal-2025-semantic,
    title = "Semantic Evaluation of Multilingual Data-to-Text Generation via {NLI} Fine-Tuning: Precision, Recall and F1 scores",
    author = "Martinez, William Soto  and
      Parmentier, Yannick  and
      Gardent, Claire",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.542/",
    doi = "10.18653/v1/2025.findings-acl.542",
    pages = "10407--10427",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{mekonnen-etal-2025-optimized,
    title = "Optimized Text Embedding Models and Benchmarks for {A}mharic Passage Retrieval",
    author = "Mekonnen, Kidist Amde  and
      Alemneh, Yosef Worku  and
      de Rijke, Maarten",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.543/",
    doi = "10.18653/v1/2025.findings-acl.543",
    pages = "10428--10445",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{fang-etal-2025-enhancing,
    title = "Enhancing Transformation from Natural Language to Signal Temporal Logic Using {LLM}s with Diverse External Knowledge",
    author = "Fang, Yue  and
      Jin, Zhi  and
      An, Jie  and
      Chen, Hongshen  and
      Chen, Xiaohong  and
      Zhan, Naijun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.544/",
    doi = "10.18653/v1/2025.findings-acl.544",
    pages = "10446--10458",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-dags,
    title = "{DAGS}: A Dependency-Based Dual-Attention and Global Semantic Improvement Framework for Metaphor Recognition",
    author = "Chen, Puli  and
      Yang, Cheng  and
      Zhang, Xingmao  and
      Huang, Qingbao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.545/",
    doi = "10.18653/v1/2025.findings-acl.545",
    pages = "10459--10476",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{bai-etal-2025-esf,
    title = "{ESF}: Efficient Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models",
    author = "Bai, Xiaofan  and
      Hu, Pingyi  and
      Ma, Xiaojing  and
      Yu, Linchen  and
      Zhang, Dongmei  and
      Zhang, Qi  and
      Zhu, Bin Benjamin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.546/",
    doi = "10.18653/v1/2025.findings-acl.546",
    pages = "10477--10494",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-lessons,
    title = "The Lessons of Developing Process Reward Models in Mathematical Reasoning",
    author = "Zhang, Zhenru  and
      Zheng, Chujie  and
      Wu, Yangzhen  and
      Zhang, Beichen  and
      Lin, Runji  and
      Yu, Bowen  and
      Liu, Dayiheng  and
      Zhou, Jingren  and
      Lin, Junyang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.547/",
    doi = "10.18653/v1/2025.findings-acl.547",
    pages = "10495--10516",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{fan-etal-2025-minoseval,
    title = "{M}inos{E}val: Distinguishing Factoid and Non-Factoid for Tailored Open-Ended {QA} Evaluation with {LLM}s",
    author = "Fan, Yongqi  and
      Wang, Yating  and
      Wang, Guandong  and
      Jie, Zhai  and
      Liu, Jingping  and
      Ye, Qi  and
      Ruan, Tong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.548/",
    doi = "10.18653/v1/2025.findings-acl.548",
    pages = "10517--10548",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{koras-etal-2025-towards,
    title = "Towards Conditioning Clinical Text Generation for User Control",
    author = "Kora{\c{s}}, Osman Alperen  and
      Bahnan, Rabi  and
      Kleesiek, Jens  and
      Dada, Amin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.549/",
    doi = "10.18653/v1/2025.findings-acl.549",
    pages = "10549--10569",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{orel-etal-2025-codet,
    title = "{C}o{D}et-M4: Detecting Machine-Generated Code in Multi-Lingual, Multi-Generator and Multi-Domain Settings",
    author = "Orel, Daniil  and
      Azizov, Dilshod  and
      Nakov, Preslav",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.550/",
    doi = "10.18653/v1/2025.findings-acl.550",
    pages = "10570--10593",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tianqi-etal-2025-q,
    title = "{Q}-Mamba: Towards more efficient Mamba models via post-training quantization",
    author = "Tianqi, Chen  and
      Chen, Yuanteng  and
      Wang, Peisong  and
      Xu, Weixiang  and
      Zhu, Zeyu  and
      Cheng, Jian",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.551/",
    doi = "10.18653/v1/2025.findings-acl.551",
    pages = "10594--10610",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wei-etal-2025-p2net,
    title = "{P}{\texttwosuperior}{N}et: Parallel Pointer-based Network for Key Information Extraction with Complex Layouts",
    author = "Wei, Kaiwen  and
      Yao, Jie  and
      Zhong, Jiang  and
      Kang, Yangyang  and
      Zhang, Jingyuan  and
      Sun, Changlong  and
      Zhang, Xin  and
      Lv, Fengmao  and
      Jin, Li",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.552/",
    doi = "10.18653/v1/2025.findings-acl.552",
    pages = "10611--10626",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{he-etal-2025-refining,
    title = "Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models",
    author = "He, Liyang  and
      Liu, Chenglong  and
      Li, Rui  and
      Huang, Zhenya  and
      Ruan, Shulan  and
      Zhou, Jun  and
      Chen, Enhong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.553/",
    doi = "10.18653/v1/2025.findings-acl.553",
    pages = "10627--10643",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tianqi-etal-2025-rqt,
    title = "{RQT}: Hierarchical Residual Quantization for Multi-Model Compression",
    author = "Tianqi, Chen  and
      Wang, Peisong  and
      Xu, Weixiang  and
      Zhu, Zeyu  and
      Cheng, Jian",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.554/",
    doi = "10.18653/v1/2025.findings-acl.554",
    pages = "10644--10660",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{urchs-etal-2025-taz2024full,
    title = "taz2024full: Analysing {G}erman Newspapers for Gender Bias and Discrimination across Decades",
    author = "Urchs, Stefanie  and
      Thurner, Veronika  and
      A{\ss}enmacher, Matthias  and
      Heumann, Christian  and
      Thiemichen, Stephanie",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.555/",
    doi = "10.18653/v1/2025.findings-acl.555",
    pages = "10661--10671",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{costa-jussa-etal-2025-lcfo,
    title = "{LCFO}: Long Context and Long Form Output Dataset and Benchmarking",
    author = "Costa-juss{\`a}, Marta R.  and
      Andrews, Pierre  and
      Meglioli, Mariano Coria  and
      Chen, Joy  and
      Chuang, Joe  and
      Dale, David  and
      Ropers, Christophe  and
      Mourachko, Alexandre  and
      S{\'a}nchez, Eduardo  and
      Schwenk, Holger  and
      Tran, Tuan A.  and
      Turkatenko, Arina  and
      Wood, Carleigh",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.556/",
    doi = "10.18653/v1/2025.findings-acl.556",
    pages = "10672--10700",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hou-li-2025-span,
    title = "Span-based Semantic Role Labeling as Lexicalized Constituency Tree Parsing",
    author = "Hou, Yang  and
      Li, Zhenghua",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.557/",
    doi = "10.18653/v1/2025.findings-acl.557",
    pages = "10701--10713",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kim-etal-2025-learning-negative,
    title = "Learning from Negative Samples in Biomedical Generative Entity Linking",
    author = "Kim, Chanhwi  and
      Kim, Hyunjae  and
      Park, Sihyeon  and
      Lee, Jiwoo  and
      Sung, Mujeen  and
      Kang, Jaewoo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.558/",
    doi = "10.18653/v1/2025.findings-acl.558",
    pages = "10714--10730",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{misiunas-etal-2025-self,
    title = "Self-play through Computational Runtimes improves Chart Reasoning",
    author = "Misi{\={u}}nas, Tautvydas  and
      Mansoor, Hassan  and
      Uijlings, Jasper  and
      Riva, Oriana  and
      Carbune, Victor",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.559/",
    doi = "10.18653/v1/2025.findings-acl.559",
    pages = "10731--10746",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-towards-better,
    title = "Towards Better Chain-of-Thought: A Reflection on Effectiveness and Faithfulness",
    author = "Li, Jiachun  and
      Cao, Pengfei  and
      Chen, Yubo  and
      Xu, Jiexin  and
      Li, Huaijun  and
      Jiang, Xiaojian  and
      Liu, Kang  and
      Zhao, Jun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.560/",
    doi = "10.18653/v1/2025.findings-acl.560",
    pages = "10747--10765",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kurtyigit-etal-2025-couch,
    title = "A Couch Potato is not a Potato on a Couch: Prompting Strategies, Image Generation, and Compositionality Prediction for Noun Compounds",
    author = "Kurtyigit, Sinan  and
      Frassinelli, Diego  and
      Silberer, Carina  and
      Schulte Im Walde, Sabine",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.561/",
    doi = "10.18653/v1/2025.findings-acl.561",
    pages = "10766--10776",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-rose,
    title = "A Rose by Any Other Name: {LLM}-Generated Explanations Are Good Proxies for Human Explanations to Collect Label Distributions on {NLI}",
    author = "Chen, Beiduo  and
      Peng, Siyao  and
      Korhonen, Anna  and
      Plank, Barbara",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.562/",
    doi = "10.18653/v1/2025.findings-acl.562",
    pages = "10777--10802",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{parfenova-pfeffer-2025-measuring,
    title = "Measuring What Matters: Evaluating Ensemble {LLM}s with Label Refinement in Inductive Coding",
    author = {Parfenova, Angelina  and
      Pfeffer, J{\"u}rgen},
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.563/",
    doi = "10.18653/v1/2025.findings-acl.563",
    pages = "10803--10816",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gao-etal-2025-dynamic,
    title = "Dynamic Evil Score-Guided Decoding: An Efficient Decoding Framework For Red-Team Model",
    author = "Gao, Cong  and
      Zhang, Bo  and
      Yang, Linkang  and
      Hu, Minghao  and
      Luo, Zhunchen  and
      Bai, Xiaoying  and
      Geng, Guotong  and
      Zhang, Jun  and
      Xue, Yunhua",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.564/",
    doi = "10.18653/v1/2025.findings-acl.564",
    pages = "10817--10833",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{shukla-etal-2025-comumdr,
    title = "{C}o{M}u{MDR}: Code-mixed Multi-modal Multi-domain corpus for Discourse pa{R}sing in conversations",
    author = "Shukla, Divyaksh  and
      Baviskar, Ritesh  and
      Gohil, Dwijesh  and
      Tiwari, Aniket  and
      Shree, Atul  and
      Modi, Ashutosh",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.565/",
    doi = "10.18653/v1/2025.findings-acl.565",
    pages = "10834--10849",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jenkins-etal-2025-multi,
    title = "Multi-word Measures: Modeling Semantic Change in Compound Nouns",
    author = "Jenkins, Chris  and
      Mileti{\'c}, Filip  and
      Schulte Im Walde, Sabine",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.566/",
    doi = "10.18653/v1/2025.findings-acl.566",
    pages = "10850--10864",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-bridge,
    title = "Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language",
    author = "Zhang, Jipeng  and
      Zhang, Jianshu  and
      Li, Yuanzhe  and
      Pi, Renjie  and
      Pan, Rui  and
      Liu, Runtao  and
      Ziqiang, Zheng  and
      Zhang, Tong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.567/",
    doi = "10.18653/v1/2025.findings-acl.567",
    pages = "10865--10882",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yang-etal-2025-probench,
    title = "{P}ro{B}ench: Judging Multimodal Foundation Models on Open-ended Multi-domain Expert Tasks",
    author = "Yang, Yan  and
      Li, Dongxu  and
      Wu, Haoning  and
      Chen, Bei  and
      Liu, Liu  and
      Pan, Liyuan  and
      Li, Junnan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.568/",
    doi = "10.18653/v1/2025.findings-acl.568",
    pages = "10883--10892",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{costa-jussa-etal-2025-2m,
    title = "2{M}-{BELEBELE}: Highly Multilingual Speech and {A}merican {S}ign {L}anguage Comprehension Dataset Download {PDF}",
    author = "Costa-juss{\`a}, Marta R.  and
      Yu, Bokai  and
      Andrews, Pierre  and
      Alastruey, Belen  and
      Camgoz, Necati Cihan  and
      Chuang, Joe  and
      Maillard, Jean  and
      Ropers, Christophe  and
      Turkatenko, Arina  and
      Wood, Carleigh",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.569/",
    doi = "10.18653/v1/2025.findings-acl.569",
    pages = "10893--10904",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{baes-etal-2025-lsc,
    title = "{LSC}-Eval: A General Framework to Evaluate Methods for Assessing Dimensions of Lexical Semantic Change Using {LLM}-Generated Synthetic Data",
    author = "Baes, Naomi  and
      Merx, Raphael  and
      Haslam, Nick  and
      Vylomova, Ekaterina  and
      Dubossarsky, Haim",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.570/",
    doi = "10.18653/v1/2025.findings-acl.570",
    pages = "10905--10939",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-chain-jailbreak,
    title = "Chain-of-Jailbreak Attack for Image Generation Models via Step by Step Editing",
    author = "Wang, Wenxuan  and
      Gao, Kuiyi  and
      Yuan, Youliang  and
      Huang, Jen-tse  and
      Liu, Qiuzhi  and
      Wang, Shuai  and
      Jiao, Wenxiang  and
      Tu, Zhaopeng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.571/",
    doi = "10.18653/v1/2025.findings-acl.571",
    pages = "10940--10957",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wegmann-etal-2025-tokenization,
    title = "Tokenization is Sensitive to Language Variation",
    author = "Wegmann, Anna  and
      Nguyen, Dong  and
      Jurgens, David",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.572/",
    doi = "10.18653/v1/2025.findings-acl.572",
    pages = "10958--10983",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-wirelessmathbench,
    title = "{W}ireless{M}ath{B}ench: A Mathematical Modeling Benchmark for {LLM}s in Wireless Communications",
    author = "Li, Xin  and
      Liu, Mengbing  and
      Wei, Li  and
      An, Jiancheng  and
      Debbah, Merouane Abdelkader  and
      Yuen, Chau",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.573/",
    doi = "10.18653/v1/2025.findings-acl.573",
    pages = "10984--11009",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-self-improvement,
    title = "Self-Improvement Towards {P}areto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment",
    author = "Li, Moxin  and
      Zhang, Yuantao  and
      Wang, Wenjie  and
      Shi, Wentao  and
      Liu, Zhuo  and
      Feng, Fuli  and
      Chua, Tat-Seng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.574/",
    doi = "10.18653/v1/2025.findings-acl.574",
    pages = "11010--11031",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-investigating-scaling,
    title = "Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training",
    author = "Wang, Zhijun  and
      Li, Jiahuan  and
      Zhou, Hao  and
      Weng, Rongxiang  and
      Wang, Jingang  and
      Huang, Xin  and
      Han, Xue  and
      Feng, Junlan  and
      Deng, Chao  and
      Huang, Shujian",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.575/",
    doi = "10.18653/v1/2025.findings-acl.575",
    pages = "11032--11046",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{saha-choudhury-2025-user,
    title = "User Behavior Prediction as a Generic, Robust, Scalable, and Low-Cost Evaluation Strategy for Estimating Generalization in {LLM}s",
    author = "Saha, Sougata  and
      Choudhury, Monojit",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.576/",
    doi = "10.18653/v1/2025.findings-acl.576",
    pages = "11047--11065",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{song-etal-2025-beyond,
    title = "Beyond Browsing: {API}-Based Web Agents",
    author = "Song, Yueqi  and
      Xu, Frank F.  and
      Zhou, Shuyan  and
      Neubig, Graham",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.577/",
    doi = "10.18653/v1/2025.findings-acl.577",
    pages = "11066--11085",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-milic,
    title = "{M}i{L}i{C}-Eval: Benchmarking Multilingual {LLM}s for {C}hina{'}s Minority Languages",
    author = "Zhang, Chen  and
      Tao, Mingxu  and
      Liao, Zhiyuan  and
      Feng, Yansong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.578/",
    doi = "10.18653/v1/2025.findings-acl.578",
    pages = "11086--11102",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{stahl-etal-2025-arginstruct,
    title = "{A}rg{I}nstruct: Specialized Instruction Fine-Tuning for Computational Argumentation",
    author = "Stahl, Maja  and
      Ziegenbein, Timon  and
      Park, Joonsuk  and
      Wachsmuth, Henning",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.579/",
    doi = "10.18653/v1/2025.findings-acl.579",
    pages = "11103--11127",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-crabs,
    title = "Crabs: Consuming Resource via Auto-generation for {LLM}-{D}o{S} Attack under Black-box Settings",
    author = "Zhang, Yuanhe  and
      Zhou, Zhenhong  and
      Zhang, Wei  and
      Wang, Xinyue  and
      Jia, Xiaojun  and
      Liu, Yang  and
      Su, Sen",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.580/",
    doi = "10.18653/v1/2025.findings-acl.580",
    pages = "11128--11150",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yuan-etal-2025-probabilistic,
    title = "Probabilistic Aggregation and Targeted Embedding Optimization for Collective Moral Reasoning in Large Language Models",
    author = "Yuan, Chenchen  and
      Zhang, Zheyu  and
      Yang, Shuo  and
      Prenkaj, Bardh  and
      Kasneci, Gjergji",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.581/",
    doi = "10.18653/v1/2025.findings-acl.581",
    pages = "11151--11168",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-unlocking,
    title = "Unlocking Recursive Thinking of {LLM}s: Alignment via Refinement",
    author = "Zhang, Haoke  and
      Liang, Xiaobo  and
      Wang, Cunxiang  and
      Li, Juntao  and
      Zhang, Min",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.582/",
    doi = "10.18653/v1/2025.findings-acl.582",
    pages = "11169--11182",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-citalaw,
    title = "{C}ita{L}aw: Enhancing {LLM} with Citations in Legal Domain",
    author = "Zhang, Kepu  and
      Yu, Weijie  and
      Dai, Sunhao  and
      Xu, Jun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.583/",
    doi = "10.18653/v1/2025.findings-acl.583",
    pages = "11183--11196",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{qiu-etal-2025-megen,
    title = "{MEG}en: Generative Backdoor into Large Language Models via Model Editing",
    author = "Qiu, Jiyang  and
      Ma, Xinbei  and
      Zhang, Zhuosheng  and
      Zhao, Hai  and
      Li, Yun  and
      Wang, Qianren",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.584/",
    doi = "10.18653/v1/2025.findings-acl.584",
    pages = "11197--11214",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jin-etal-2025-social,
    title = "Social Bias Benchmark for Generation: A Comparison of Generation and {QA}-Based Evaluations",
    author = "Jin, Jiho  and
      Kang, Woosung  and
      Myung, Junho  and
      Oh, Alice",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.585/",
    doi = "10.18653/v1/2025.findings-acl.585",
    pages = "11215--11228",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-generating-pedagogically,
    title = "Generating Pedagogically Meaningful Visuals for Math Word Problems: A New Benchmark and Analysis of Text-to-Image Models",
    author = "Wang, Junling  and
      Rutkiewicz, Anna  and
      Wang, April  and
      Sachan, Mrinmaya",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.586/",
    doi = "10.18653/v1/2025.findings-acl.586",
    pages = "11229--11257",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-raspberry,
    title = "{RASP}berry: Retrieval-Augmented {M}onte {C}arlo Tree Self-Play with Reasoning Consistency for Multi-Hop Question Answering",
    author = "Li, Baixuan  and
      Fan, Yunlong  and
      Ma, Tianyi  and
      Gao, Miao  and
      Shi, Chuanqi  and
      Gao, Zhiqiang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.587/",
    doi = "10.18653/v1/2025.findings-acl.587",
    pages = "11258--11276",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hao-etal-2025-glitters,
    title = "All That Glitters is Not Gold: Improving Robust Retrieval-Augmented Language Models with Fact-Centric Preference Alignment",
    author = "Hao, Jia  and
      Zhang, Chunhong  and
      Liu, Jiarun  and
      Zhao, Haiyu  and
      Zhan, Zhiqiang  and
      Hu, Zheng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.588/",
    doi = "10.18653/v1/2025.findings-acl.588",
    pages = "11277--11292",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-fairsteer,
    title = "{F}air{S}teer: Inference Time Debiasing for {LLM}s with Dynamic Activation Steering",
    author = "Li, Yichen  and
      Fan, Zhiting  and
      Chen, Ruizhe  and
      Gai, Xiaotang  and
      Gong, Luqi  and
      Zhang, Yan  and
      Liu, Zuozhu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.589/",
    doi = "10.18653/v1/2025.findings-acl.589",
    pages = "11293--11312",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wen-etal-2025-listen,
    title = "Listen, Watch, and Learn to Feel: Retrieval-Augmented Emotion Reasoning for Compound Emotion Generation",
    author = "Wen, Zhuofan  and
      Lian, Zheng  and
      Chen, Shun  and
      Yao, Hailiang  and
      Yang, Longjiang  and
      Liu, Bin  and
      Tao, Jianhua",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.590/",
    doi = "10.18653/v1/2025.findings-acl.590",
    pages = "11313--11327",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{luo-etal-2025-gltw,
    title = "{GLTW}: Joint Improved Graph Transformer and {LLM} via Three-Word Language for Knowledge Graph Completion",
    author = "Luo, Kangyang  and
      Bai, Yuzhuo  and
      Gao, Cheng  and
      Si, Shuzheng  and
      Liu, Zhu  and
      Shen, Yingli  and
      Wang, Zhitong  and
      Kong, Cunliang  and
      Li, Wenhao  and
      Huang, Yufei  and
      Tian, Ye  and
      Xiong, Xuantang  and
      Han, Lei  and
      Sun, Maosong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.591/",
    doi = "10.18653/v1/2025.findings-acl.591",
    pages = "11328--11344",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-learning-select,
    title = "Learning to Select In-Context Demonstration Preferred by Large Language Model",
    author = "Zhang, Zheng  and
      Lan, Shaocheng  and
      Song, Lei  and
      Bian, Jiang  and
      Li, Yexin  and
      Ren, Kan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.592/",
    doi = "10.18653/v1/2025.findings-acl.592",
    pages = "11345--11360",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ciaccio-etal-2025-beyond,
    title = "Beyond the Spelling Miracle: Investigating Substring Awareness in Character-Blind Language Models",
    author = "Ciaccio, Cristiano  and
      Sartor, Marta  and
      Miaschi, Alessio  and
      Dell{'}Orletta, Felice",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.593/",
    doi = "10.18653/v1/2025.findings-acl.593",
    pages = "11361--11372",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-demo,
    title = "{DEMO}: Reframing Dialogue Interaction with Fine-grained Element Modeling",
    author = "Wang, Minzheng  and
      Zhang, Xinghua  and
      Chen, Kun  and
      Xu, Nan  and
      Yu, Haiyang  and
      Huang, Fei  and
      Mao, Wenji  and
      Li, Yongbin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.594/",
    doi = "10.18653/v1/2025.findings-acl.594",
    pages = "11373--11401",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cao-etal-2025-infiniteicl,
    title = "{I}nfinite{ICL}: Breaking the Limit of Context Window Size via Long Short-term Memory Transformation",
    author = "Cao, Bowen  and
      Cai, Deng  and
      Lam, Wai",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.595/",
    doi = "10.18653/v1/2025.findings-acl.595",
    pages = "11402--11415",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liang-etal-2025-m3hg,
    title = "{M}3{HG}: Multimodal, Multi-scale, and Multi-type Node Heterogeneous Graph for Emotion Cause Triplet Extraction in Conversations",
    author = "Liang, Qiao  and
      Shen, Ying  and
      Chen, Tiantian  and
      Zhang, Lin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.596/",
    doi = "10.18653/v1/2025.findings-acl.596",
    pages = "11416--11431",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kayal-etal-2025-large,
    title = "Large Language Models Are Natural Video Popularity Predictors",
    author = "Kayal, Pratik  and
      Mettes, Pascal  and
      Dehmamy, Nima  and
      Park, Minsu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.597/",
    doi = "10.18653/v1/2025.findings-acl.597",
    pages = "11432--11464",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-delman,
    title = "{DELMAN}: Dynamic Defense Against Large Language Model Jailbreaking with Model Editing",
    author = "Wang, Yi  and
      Weng, Fenghua  and
      Yang, Sibei  and
      Qin, Zhan  and
      Huang, Minlie  and
      Wang, Wenjie",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.598/",
    doi = "10.18653/v1/2025.findings-acl.598",
    pages = "11465--11481",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kirstein-etal-2025-need,
    title = "You need to {MIMIC} to get {FAME}: Solving Meeting Transcript Scarcity with Multi-Agent Conversations",
    author = "Kirstein, Frederic  and
      Khan, Muneeb  and
      Wahle, Jan Philip  and
      Ruas, Terry  and
      Gipp, Bela",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.599/",
    doi = "10.18653/v1/2025.findings-acl.599",
    pages = "11482--11525",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sterner-teufel-2025-code,
    title = "Code-Switching and Syntax: A Large-Scale Experiment",
    author = "Sterner, Igor  and
      Teufel, Simone",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.600/",
    doi = "10.18653/v1/2025.findings-acl.600",
    pages = "11526--11533",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-optima,
    title = "Optima: Optimizing Effectiveness and Efficiency for {LLM}-Based Multi-Agent System",
    author = "Chen, Weize  and
      Yuan, Jiarui  and
      Qian, Chen  and
      Yang, Cheng  and
      Liu, Zhiyuan  and
      Sun, Maosong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.601/",
    doi = "10.18653/v1/2025.findings-acl.601",
    pages = "11534--11557",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{parovic-etal-2025-generating,
    title = "Generating Domain-Specific Knowledge Graphs from Large Language Models",
    author = "Parovi{\'c}, Marinela  and
      Li, Ze  and
      Du, Jinhua",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.602/",
    doi = "10.18653/v1/2025.findings-acl.602",
    pages = "11558--11574",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-large-language-models,
    title = "Large Language Models are Miscalibrated In-Context Learners",
    author = "Li, Chengzu  and
      Zhou, Han  and
      Glava{\v{s}}, Goran  and
      Korhonen, Anna  and
      Vuli{\'c}, Ivan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.603/",
    doi = "10.18653/v1/2025.findings-acl.603",
    pages = "11575--11596",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-steca,
    title = "{ST}e{C}a: Step-level Trajectory Calibration for {LLM} Agent Learning",
    author = "Wang, Hanlin  and
      Wang, Jian  and
      Leong, Chak Tou  and
      Li, Wenjie",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.604/",
    doi = "10.18653/v1/2025.findings-acl.604",
    pages = "11597--11614",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{pan-etal-2025-lemma,
    title = "{LEMMA}: Learning from Errors for {M}athe{M}atical Advancement in {LLM}s",
    author = "Pan, Zhuoshi  and
      Li, Yu  and
      Lin, Honglin  and
      Pei, Qizhi  and
      Tang, Zinan  and
      Wu, Wei  and
      Ming, Chenlin  and
      Zhao, H. Vicky  and
      He, Conghui  and
      Wu, Lijun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.605/",
    doi = "10.18653/v1/2025.findings-acl.605",
    pages = "11615--11639",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kaesberg-etal-2025-voting,
    title = "Voting or Consensus? Decision-Making in Multi-Agent Debate",
    author = "Kaesberg, Lars Benedikt  and
      Becker, Jonas  and
      Wahle, Jan Philip  and
      Ruas, Terry  and
      Gipp, Bela",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.606/",
    doi = "10.18653/v1/2025.findings-acl.606",
    pages = "11640--11671",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hong-etal-2025-rhetorical,
    title = "Rhetorical Device-Aware Sarcasm Detection with Counterfactual Data Augmentation",
    author = "Hong, Qingqing  and
      Zhang, Dongyu  and
      Lin, Jiayi  and
      Yin, Dapeng  and
      Zhu, Shuyue  and
      Wang, Junli",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.607/",
    doi = "10.18653/v1/2025.findings-acl.607",
    pages = "11672--11685",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-selecting,
    title = "Selecting Demonstrations for Many-Shot In-Context Learning via Gradient Matching",
    author = "Zhang, Jianfei  and
      Li, Bei  and
      Bai, Jun  and
      Li, Rumei  and
      Wang, Yanmeng  and
      Lin, Chenghua  and
      Rong, Wenge",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.608/",
    doi = "10.18653/v1/2025.findings-acl.608",
    pages = "11686--11704",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{michail-etal-2025-cheap,
    title = "Cheap Character Noise for {OCR}-Robust Multilingual Embeddings",
    author = "Michail, Andrianos  and
      Opitz, Juri  and
      Wang, Yining  and
      Meister, Robin  and
      Sennrich, Rico  and
      Clematide, Simon",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.609/",
    doi = "10.18653/v1/2025.findings-acl.609",
    pages = "11705--11716",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{feng-etal-2025-physics,
    title = "Physics: Benchmarking Foundation Models on University-Level Physics Problem Solving",
    author = "Feng, Kaiyue  and
      Zhao, Yilun  and
      Liu, Yixin  and
      Yang, Tianyu  and
      Zhao, Chen  and
      Sous, John  and
      Cohan, Arman",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.610/",
    doi = "10.18653/v1/2025.findings-acl.610",
    pages = "11717--11743",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{habba-etal-2025-dove,
    title = "{DOVE}: A Large-Scale Multi-Dimensional Predictions Dataset Towards Meaningful {LLM} Evaluation",
    author = "Habba, Eliya  and
      Arviv, Ofir  and
      Itzhak, Itay  and
      Perlitz, Yotam  and
      Bandel, Elron  and
      Choshen, Leshem  and
      Shmueli-Scheuer, Michal  and
      Stanovsky, Gabriel",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.611/",
    doi = "10.18653/v1/2025.findings-acl.611",
    pages = "11744--11763",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-alps,
    title = "{ALPS}: Attention Localization and Pruning Strategy for Efficient Adaptation of Large Language Models",
    author = "Chen, Hao  and
      Li, Haoze  and
      Xiao, Zhiqing  and
      Gao, Lirong  and
      Zhang, Qi  and
      Hu, Xiaomeng  and
      Wang, Ningtao  and
      Fu, Xing  and
      Zhao, Junbo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.612/",
    doi = "10.18653/v1/2025.findings-acl.612",
    pages = "11764--11780",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-detam,
    title = "{D}e{TAM}: Defending {LLM}s Against Jailbreak Attacks via Targeted Attention Modification",
    author = "Li, Yu  and
      Jiang, Han  and
      Wei, Zhihua",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.613/",
    doi = "10.18653/v1/2025.findings-acl.613",
    pages = "11781--11797",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yan-etal-2025-survey,
    title = "A Survey of Mathematical Reasoning in the Era of Multimodal Large Language Model: Benchmark, Method {\&} Challenges",
    author = "Yan, Yibo  and
      Su, Jiamin  and
      He, Jianxiang  and
      Fu, Fangteng  and
      Zheng, Xu  and
      Lyu, Yuanhuiyi  and
      Wang, Kun  and
      Wang, Shen  and
      Wen, Qingsong  and
      Hu, Xuming",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.614/",
    doi = "10.18653/v1/2025.findings-acl.614",
    pages = "11798--11827",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{coman-etal-2025-fast,
    title = "Fast-and-Frugal Text-Graph Transformers are Effective Link Predictors",
    author = "Coman, Andrei C.  and
      Theodoropoulos, Christos  and
      Moens, Marie-Francine  and
      Henderson, James",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.615/",
    doi = "10.18653/v1/2025.findings-acl.615",
    pages = "11828--11841",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{glockner-etal-2025-neoqa,
    title = "{N}eo{QA}: Evidence-based Question Answering with Generated News Events",
    author = "Glockner, Max  and
      Jiang, Xiang  and
      Ribeiro, Leonardo F. R.  and
      Gurevych, Iryna  and
      Dreyer, Markus",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.616/",
    doi = "10.18653/v1/2025.findings-acl.616",
    pages = "11842--11926",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jiang-etal-2025-chatmap,
    title = "{C}hat{M}ap: Mining Human Thought Processes for Customer Service Chatbots via Multi-Agent Collaboration",
    author = "Jiang, Xinyi  and
      Hu, Tianyi  and
      Qin, Yuheng  and
      Wang, Guoming  and
      Huan, Zhou  and
      Chen, Kehan  and
      Huang, Gang  and
      Lu, Rongxing  and
      Tang, Siliang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.617/",
    doi = "10.18653/v1/2025.findings-acl.617",
    pages = "11927--11947",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-p3,
    title = "P3: Prompts Promote Prompting",
    author = "Zhang, Xinyu  and
      Hu, Yuanquan  and
      Liu, Fangchao  and
      Dou, Zhicheng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.618/",
    doi = "10.18653/v1/2025.findings-acl.618",
    pages = "11948--11965",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wong-etal-2025-vaquum,
    title = "{VAQUUM}: Are Vague Quantifiers Grounded in Visual Data?",
    author = "Wong, Hugh Mee  and
      Nouwen, Rick  and
      Gatt, Albert",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.619/",
    doi = "10.18653/v1/2025.findings-acl.619",
    pages = "11966--11982",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{rudman-etal-2025-forgotten,
    title = "Forgotten Polygons: Multimodal Large Language Models are Shape-Blind",
    author = "Rudman, William  and
      Golovanevsky, Michal  and
      Bar, Amir  and
      Palit, Vedant  and
      LeCun, Yann  and
      Eickhoff, Carsten  and
      Singh, Ritambhara",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.620/",
    doi = "10.18653/v1/2025.findings-acl.620",
    pages = "11983--11998",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-mindbridge,
    title = "{M}ind{B}ridge: Scalable and Cross-Model Knowledge Editing via Memory-Augmented Modality",
    author = "Li, Shuaike  and
      Zhang, Kai  and
      Liu, Qi  and
      Chen, Enhong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.621/",
    doi = "10.18653/v1/2025.findings-acl.621",
    pages = "11999--12013",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yan-etal-2025-fiha,
    title = "{FIHA}: Automated Fine-grained Hallucinations Evaluations in Large Vision Language Models with {D}avidson Scene Graphs",
    author = "Yan, Bowen  and
      Zhang, Zhengsong  and
      Jing, Liqiang  and
      Hossain, Eftekhar  and
      Du, Xinya",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.622/",
    doi = "10.18653/v1/2025.findings-acl.622",
    pages = "12014--12026",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{spaulding-etal-2025-role,
    title = "On the Role of Semantic Proto-roles in Semantic Analysis: What do {LLM}s know about agency?",
    author = "Spaulding, Elizabeth  and
      Ahmed, Shafiuddin Rehan  and
      Martin, James",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.623/",
    doi = "10.18653/v1/2025.findings-acl.623",
    pages = "12027--12048",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{shen-etal-2025-gear,
    title = "{G}e{AR}: Graph-enhanced Agent for Retrieval-augmented Generation",
    author = "Shen, Zhili  and
      Diao, Chenxin  and
      Vougiouklis, Pavlos  and
      Merita, Pascual  and
      Piramanayagam, Shriram  and
      Chen, Enting  and
      Graux, Damien  and
      Melo, Andre  and
      Lai, Ruofei  and
      Jiang, Zeren  and
      Li, Zhongyang  and
      Qi, Ye  and
      Ren, Yang  and
      Tu, Dandan  and
      Pan, Jeff Z.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.624/",
    doi = "10.18653/v1/2025.findings-acl.624",
    pages = "12049--12072",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{oliverio-etal-2025-webnlg,
    title = "{W}eb{NLG}-{IT}: Construction of an aligned {RDF}-{I}talian corpus through Machine Translation techniques",
    author = "Oliverio, Michael  and
      Balestrucci, Pier Felice  and
      Mazzei, Alessandro  and
      Basile, Valerio",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.625/",
    doi = "10.18653/v1/2025.findings-acl.625",
    pages = "12073--12083",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-towards-adapting,
    title = "Towards Adapting Open-Source Large Language Models for Expert-Level Clinical Note Generation",
    author = "Wang, Hanyin  and
      Gao, Chufan  and
      Liu, Bolun  and
      Xu, Qiping  and
      Hussein, Guleid  and
      Labban, Mohamad El  and
      Iheasirim, Kingsley  and
      Korsapati, Hariprasad Reddy  and
      Outcalt, Chuck  and
      Sun, Jimeng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.626/",
    doi = "10.18653/v1/2025.findings-acl.626",
    pages = "12084--12117",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{bouri-saoud-2025-bridging,
    title = "Bridging Robustness and Generalization Against Word Substitution Attacks in {NLP} via the Growth Bound Matrix Approach",
    author = "Bouri, Mohammed  and
      Saoud, Adnane",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.627/",
    doi = "10.18653/v1/2025.findings-acl.627",
    pages = "12118--12137",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-neuro,
    title = "Neuro-Symbolic Query Compiler",
    author = "Zhang, Yuyao  and
      Dou, Zhicheng  and
      Li, Xiaoxi  and
      Jin, Jiajie  and
      Wu, Yongkang  and
      Li, Zhonghua  and
      Qi, Ye  and
      Wen, Ji-Rong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.628/",
    doi = "10.18653/v1/2025.findings-acl.628",
    pages = "12138--12155",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{you-etal-2025-revealing,
    title = "Revealing and Mitigating the Local Pattern Shortcuts of Mamba",
    author = "You, WangJie  and
      Tang, Zecheng  and
      Li, Juntao  and
      Yao, Lili  and
      Zhang, Min",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.629/",
    doi = "10.18653/v1/2025.findings-acl.629",
    pages = "12156--12178",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-forget,
    title = "Forget the Token and Pixel: Rethinking Gradient Ascent for Concept Unlearning in Multimodal Generative Models",
    author = "Li, Jiaqi  and
      Zhang, Chuanyi  and
      Du, Miaozeng  and
      Zhang, Hui  and
      Chen, Yongrui  and
      Wei, Qianshan  and
      Fang, Junfeng  and
      Wang, Ruipeng  and
      Bi, Sheng  and
      Qi, Guilin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.630/",
    doi = "10.18653/v1/2025.findings-acl.630",
    pages = "12179--12200",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{maimon-etal-2025-slamming,
    title = "Slamming: Training a Speech Language Model on One {GPU} in a Day",
    author = "Maimon, Gallil  and
      Elmakies, Avishai  and
      Adi, Yossi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.631/",
    doi = "10.18653/v1/2025.findings-acl.631",
    pages = "12201--12216",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wu-etal-2025-boosting,
    title = "Boosting {LLM} Translation Skills without General Ability Loss via Rationale Distillation",
    author = "Wu, Junhong  and
      Zhao, Yang  and
      Xu, Yangyifan  and
      Liu, Bing  and
      Zong, Chengqing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.632/",
    doi = "10.18653/v1/2025.findings-acl.632",
    pages = "12217--12236",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{aktas-roth-2025-clarifying,
    title = "Clarifying Underspecified Discourse Relations in Instructional Texts",
    author = "Aktas, Berfin  and
      Roth, Michael",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.633/",
    doi = "10.18653/v1/2025.findings-acl.633",
    pages = "12237--12256",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{deutsch-etal-2025-wmt24,
    title = "{WMT}24++: Expanding the Language Coverage of {WMT}24 to 55 Languages {\&} Dialects",
    author = "Deutsch, Daniel  and
      Briakou, Eleftheria  and
      Caswell, Isaac Rayburn  and
      Finkelstein, Mara  and
      Galor, Rebecca  and
      Juraska, Juraj  and
      Kovacs, Geza  and
      Lui, Alison  and
      Rei, Ricardo  and
      Riesa, Jason  and
      Rijhwani, Shruti  and
      Riley, Parker  and
      Salesky, Elizabeth  and
      Trabelsi, Firas  and
      Winkler, Stephanie  and
      Zhang, Biao  and
      Freitag, Markus",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.634/",
    doi = "10.18653/v1/2025.findings-acl.634",
    pages = "12257--12284",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sullivan-2025-exploring,
    title = "Exploring Graph Representations of Logical Forms for Language Modeling",
    author = "Sullivan, Michael",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.635/",
    doi = "10.18653/v1/2025.findings-acl.635",
    pages = "12285--12307",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{susanto-etal-2025-sea,
    title = "{SEA}-{HELM}: {S}outheast {A}sian Holistic Evaluation of Language Models",
    author = "Susanto, Yosephine  and
      Hulagadri, Adithya Venkatadri  and
      Montalan, Jann Railey  and
      Ngui, Jian Gang  and
      Yong, Xianbin  and
      Leong, Wei Qi  and
      Rengarajan, Hamsawardhini  and
      Limkonchotiwat, Peerat  and
      Mai, Yifan  and
      Tjhi, William Chandra",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.636/",
    doi = "10.18653/v1/2025.findings-acl.636",
    pages = "12308--12336",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zou-etal-2025-trans,
    title = "{TRANS}-{ZERO}: Self-Play Incentivizes Large Language Models for Multilingual Translation Without Parallel Data",
    author = "Zou, Wei  and
      Yang, Sen  and
      Bao, Yu  and
      Huang, Shujian  and
      Chen, Jiajun  and
      Cheng, Shanbo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.637/",
    doi = "10.18653/v1/2025.findings-acl.637",
    pages = "12337--12347",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gomes-etal-2025-conformal,
    title = "A Conformal Risk Control Framework for Granular Word Assessment and Uncertainty Calibration of {CLIPS}core Quality Estimates",
    author = "Gomes, Goncalo Emanuel Cavaco  and
      Martins, Bruno  and
      Zerva, Chrysoula",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.638/",
    doi = "10.18653/v1/2025.findings-acl.638",
    pages = "12348--12365",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhu-etal-2025-sgdpo,
    title = "{SGDPO}: Self-Guided Direct Preference Optimization for Language Model Alignment",
    author = "Zhu, Wenqiao  and
      Liu, Ji  and
      Wang, Lulu  and
      Wu, Jun  and
      Zhang, Yulun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.639/",
    doi = "10.18653/v1/2025.findings-acl.639",
    pages = "12366--12383",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{pei-etal-2025-socratic,
    title = "Socratic Style Chain-of-Thoughts Help {LLM}s to be a Better Reasoner",
    author = "Pei, Jiangbo  and
      Liu, Peiyu  and
      Zhao, Wayne Xin  and
      Men, Aidong  and
      Liu, Yang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.640/",
    doi = "10.18653/v1/2025.findings-acl.640",
    pages = "12384--12395",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{vedula-etal-2025-quantile,
    title = "Quantile Regression with Large Language Models for Price Prediction",
    author = "Vedula, Nikhita  and
      Dhyani, Dushyanta  and
      Jalali, Laleh  and
      Oreshkin, Boris N.  and
      Bayati, Mohsen  and
      Malmasi, Shervin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.641/",
    doi = "10.18653/v1/2025.findings-acl.641",
    pages = "12396--12415",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-training,
    title = "Training Turn-by-Turn Verifiers for Dialogue Tutoring Agents: The Curious Case of {LLM}s as Your Coding Tutors",
    author = "Wang, Jian  and
      Dai, Yinpei  and
      Zhang, Yichi  and
      Ma, Ziqiao  and
      Li, Wenjie  and
      Chai, Joyce",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.642/",
    doi = "10.18653/v1/2025.findings-acl.642",
    pages = "12416--12436",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-aiguard,
    title = "{AIG}uard: A Benchmark and Lightweight Detection for {E}-commerce {AIGC} Risks",
    author = "Zhang, Wenhua  and
      Li, Weicheng  and
      Rao, Xuanrong  and
      Zou, Lixin  and
      Luo, Xiangyang  and
      Zhuang, Chubin  and
      Hong, Yongjie  and
      Qin, Zhen  and
      Chang, Hengyu  and
      Li, Chenliang  and
      Zheng, Bo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.643/",
    doi = "10.18653/v1/2025.findings-acl.643",
    pages = "12437--12450",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{he-etal-2025-a2ats,
    title = "{A}$^2${ATS}: Retrieval-Based {KV} Cache Reduction via Windowed Rotary Position Embedding and Query-Aware Vector Quantization",
    author = "He, Junhui  and
      Xing, Junna  and
      Wang, Nan  and
      Xu, Rui  and
      Wu, Shangyu  and
      Zhou, Peng  and
      Liu, Qiang  and
      Xue, Chun Jason  and
      Li, Qingan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.644/",
    doi = "10.18653/v1/2025.findings-acl.644",
    pages = "12451--12463",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lu-etal-2025-transbench,
    title = "{T}rans{B}ench: Breaking Barriers for Transferable Graphical User Interface Agents in Dynamic Digital Environments",
    author = "Lu, Yuheng  and
      Yu, Qian  and
      Wang, Hongru  and
      Liu, Zeming  and
      Su, Wei  and
      Liu, Yanping  and
      Guo, Yuhang  and
      Liang, Maocheng  and
      Wang, Yunhong  and
      Wang, Haifeng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.645/",
    doi = "10.18653/v1/2025.findings-acl.645",
    pages = "12464--12478",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zeng-etal-2025-order,
    title = "Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following",
    author = "Zeng, Jie  and
      He, Qianyu  and
      Ren, Qingyu  and
      Liang, Jiaqing  and
      Zhou, Weikang  and
      Sun, Zeye  and
      Yu, Fei  and
      Xiao, Yanghua",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.646/",
    doi = "10.18653/v1/2025.findings-acl.646",
    pages = "12479--12492",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{guan-etal-2025-cot,
    title = "{C}o{T}-{VTM}: Visual-to-Music Generation with Chain-of-Thought Reasoning",
    author = "Guan, Xikang  and
      Gu, Zheng  and
      Huo, Jing  and
      Ding, Tianyu  and
      Gao, Yang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.647/",
    doi = "10.18653/v1/2025.findings-acl.647",
    pages = "12493--12510",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhong-litman-2025-tale,
    title = "A Tale of Evaluating Factual Consistency: Case Study on Long Document Summarization Evaluation",
    author = "Zhong, Yang  and
      Litman, Diane",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.648/",
    doi = "10.18653/v1/2025.findings-acl.648",
    pages = "12511--12532",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ivan-etal-2025-evaluating,
    title = "Evaluating Pretrained Causal Language Models for Synonymy",
    author = "Ivan, Ioana  and
      Ramisch, Carlos  and
      Nasr, Alexis",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.649/",
    doi = "10.18653/v1/2025.findings-acl.649",
    pages = "12533--12551",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jin-etal-2025-mdit,
    title = "{MDIT}-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models",
    author = "Jin, Bohan  and
      Qi, Shuhan  and
      Chen, Kehai  and
      Guo, Xinyi  and
      Wang, Xuan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.650/",
    doi = "10.18653/v1/2025.findings-acl.650",
    pages = "12552--12574",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-cove,
    title = "{C}o{VE}: Compressed Vocabulary Expansion Makes Better {LLM}-based Recommender Systems",
    author = "Zhang, Haochen  and
      Zhang, Tianyi  and
      Yin, Junze  and
      Gal, Oren  and
      Shrivastava, Anshumali  and
      Braverman, Vladimir",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.651/",
    doi = "10.18653/v1/2025.findings-acl.651",
    pages = "12575--12591",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{huanshuo-etal-2025-ctrla,
    title = "{C}trl{A}: Adaptive Retrieval-Augmented Generation via Inherent Control",
    author = "Huanshuo, Liu  and
      Zhang, Hao  and
      Guo, Zhijiang  and
      Wang, Jing  and
      Dong, Kuicai  and
      Li, Xiangyang  and
      Lee, Yi Quan  and
      Zhang, Cong  and
      Liu, Yong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.652/",
    doi = "10.18653/v1/2025.findings-acl.652",
    pages = "12592--12618",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{dong-etal-2025-maximum,
    title = "Maximum Score Routing For Mixture-of-Experts",
    author = "Dong, Bowen  and
      Fan, Yilong  and
      Sun, Yutao  and
      Li, Zhenyu  and
      Pan, Tengyu  and
      Xun, Zhou  and
      Wang, Jianyong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.653/",
    doi = "10.18653/v1/2025.findings-acl.653",
    pages = "12619--12632",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hakimi-etal-2025-time,
    title = "Time Course {M}ech{I}nterp: Analyzing the Evolution of Components and Knowledge in Large Language Models",
    author = "Hakimi, Ahmad Dawar  and
      Modarressi, Ali  and
      Wicke, Philipp  and
      Schuetze, Hinrich",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.654/",
    doi = "10.18653/v1/2025.findings-acl.654",
    pages = "12633--12653",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{song-etal-2025-well,
    title = "Well Begun is Half Done: Low-resource Preference Alignment by Weak-to-Strong Decoding",
    author = "Song, Feifan  and
      Wei, Shaohang  and
      Luo, Wen  and
      Fan, Yuxuan  and
      Liu, Tianyu  and
      Wang, Guoyin  and
      Wang, Houfeng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.655/",
    doi = "10.18653/v1/2025.findings-acl.655",
    pages = "12654--12670",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{calais-etal-2025-disentangling,
    title = "Disentangling Text and Math in Word Problems: Evidence for the Bidimensional Structure of Large Language Models' Reasoning",
    author = "Calais, Pedro  and
      Franco, Gabriel  and
      Tang, Zilu  and
      Nikas, Themistoklis  and
      Jr., Wagner Meira  and
      Terzi, Evimaria  and
      Crovella, Mark",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.656/",
    doi = "10.18653/v1/2025.findings-acl.656",
    pages = "12671--12688",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{geng-trotta-2025-human,
    title = "Human-{LLM} Coevolution: Evidence from Academic Writing",
    author = "Geng, Mingmeng  and
      Trotta, Roberto",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.657/",
    doi = "10.18653/v1/2025.findings-acl.657",
    pages = "12689--12696",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{dong-etal-2025-disentangled,
    title = "Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning",
    author = "Dong, Hao  and
      Qiao, Ziyue  and
      Ning, Zhiyuan  and
      Hao, Qi  and
      Du, Yi  and
      Wang, Pengyang  and
      Zhou, Yuanchun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.658/",
    doi = "10.18653/v1/2025.findings-acl.658",
    pages = "12697--12707",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{craciun-etal-2025-graf,
    title = "{GRAF}: Graph Retrieval Augmented by Facts for {R}omanian Legal Multi-Choice Question Answering",
    author = "Craciun, Cristian-George  and
      Sm{\u{a}}du, R{\u{a}}zvan-Alexandru  and
      Cercel, Dumitru-Clementin  and
      Cercel, Mihaela-Claudia",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.659/",
    doi = "10.18653/v1/2025.findings-acl.659",
    pages = "12708--12742",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kuang-etal-2025-express,
    title = "Express What You See: Can Multimodal {LLM}s Decode Visual Ciphers with Intuitive Semiosis Comprehension?",
    author = "Kuang, Jiayi  and
      Li, Yinghui  and
      Wang, Chen  and
      Luo, Haohao  and
      Shen, Ying  and
      Jiang, Wenhao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.660/",
    doi = "10.18653/v1/2025.findings-acl.660",
    pages = "12743--12774",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yu-etal-2025-confit,
    title = "{C}on{F}it v2: Improving Resume-Job Matching using Hypothetical Resume Embedding and Runner-Up Hard-Negative Mining",
    author = "Yu, Xiao  and
      Xu, Ruize  and
      Xue, Chengyuan  and
      Zhang, Jinzhong  and
      Ma, Xu  and
      Yu, Zhou",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.661/",
    doi = "10.18653/v1/2025.findings-acl.661",
    pages = "12775--12790",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{afzal-etal-2025-knowing,
    title = "Knowing Before Saying: {LLM} Representations Encode Information About Chain-of-Thought Success Before Completion",
    author = "Afzal, Anum  and
      Matthes, Florian  and
      Chechik, Gal  and
      Ziser, Yftah",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.662/",
    doi = "10.18653/v1/2025.findings-acl.662",
    pages = "12791--12806",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sarch-etal-2025-grounding,
    title = "Grounding Task Assistance with Multimodal Cues from a Single Demonstration",
    author = "Sarch, Gabriel Herbert  and
      Kumaravel, Balasaravanan Thoravi  and
      Ravi, Sahithya  and
      Vineet, Vibhav  and
      Wilson, Andrew D",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.663/",
    doi = "10.18653/v1/2025.findings-acl.663",
    pages = "12807--12833",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{de-wynter-2025-awes,
    title = "Awes, Laws, and Flaws From Today{'}s {LLM} Research",
    author = "de Wynter, Adrian",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.664/",
    doi = "10.18653/v1/2025.findings-acl.664",
    pages = "12834--12854",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liang-etal-2025-dual,
    title = "Dual Debiasing for Noisy In-Context Learning for Text Generation",
    author = "Liang, Siqi  and
      Ahn, Sumyeong  and
      Dhillon, Paramveer  and
      Zhou, Jiayu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.665/",
    doi = "10.18653/v1/2025.findings-acl.665",
    pages = "12855--12868",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-drs,
    title = "{DRS}: Deep Question Reformulation With Structured Output",
    author = "Li, Zhecheng  and
      Wang, Yiwei  and
      Hooi, Bryan  and
      Cai, Yujun  and
      Peng, Nanyun  and
      Chang, Kai-Wei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.666/",
    doi = "10.18653/v1/2025.findings-acl.666",
    pages = "12869--12882",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sariyanto-etal-2025-towards,
    title = "Towards Explainable Hate Speech Detection",
    author = "Sariyanto, Happy Khairunnisa  and
      Ulucan, Diclehan  and
      Ulucan, Oguzhan  and
      Ebner, Marc",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.667/",
    doi = "10.18653/v1/2025.findings-acl.667",
    pages = "12883--12893",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kim-etal-2025-biohopr,
    title = "{B}io{H}op{R}: A Benchmark for Multi-Hop, Multi-Answer Reasoning in Biomedical Domain",
    author = "Kim, Yunsoo  and
      Abdulle, Yusuf  and
      Wu, Honghan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.668/",
    doi = "10.18653/v1/2025.findings-acl.668",
    pages = "12894--12908",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{mcdanel-etal-2025-pipespec,
    title = "{P}ipe{S}pec: Breaking Stage Dependencies in Hierarchical {LLM} Decoding",
    author = "McDanel, Bradley  and
      Zhang, Sai Qian  and
      Hu, Yunhai  and
      Liu, Zining",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.669/",
    doi = "10.18653/v1/2025.findings-acl.669",
    pages = "12909--12920",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hoang-etal-2025-lam,
    title = "{LAM} {SIMULATOR}: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback",
    author = "Hoang, Thai  and
      Huang, Kung-Hsiang  and
      Kokane, Shirley  and
      Zhang, Jianguo  and
      Liu, Zuxin  and
      Zhu, Ming  and
      Grigsby, Jake  and
      Lan, Tian  and
      Ryoo, Michael S  and
      Wu, Chien-Sheng  and
      Heinecke, Shelby  and
      Wang, Huan  and
      Savarese, Silvio  and
      Xiong, Caiming  and
      Niebles, Juan Carlos",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.670/",
    doi = "10.18653/v1/2025.findings-acl.670",
    pages = "12921--12934",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{mishra-etal-2025-rank,
    title = "Rank, Chunk and Expand: Lineage-Oriented Reasoning for Taxonomy Expansion",
    author = "Mishra, Sahil  and
      Arjun, Kumar  and
      Chakraborty, Tanmoy",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.671/",
    doi = "10.18653/v1/2025.findings-acl.671",
    pages = "12935--12953",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{astrach-pinter-2025-probing,
    title = "Probing Subphonemes in Morphology Models",
    author = "Astrach, Gal  and
      Pinter, Yuval",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.672/",
    doi = "10.18653/v1/2025.findings-acl.672",
    pages = "12954--12961",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{behnamghader-etal-2025-exploiting,
    title = "Exploiting Instruction-Following Retrievers for Malicious Information Retrieval",
    author = "BehnamGhader, Parishad  and
      Meade, Nicholas  and
      Reddy, Siva",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.673/",
    doi = "10.18653/v1/2025.findings-acl.673",
    pages = "12962--12980",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{dobrzeniecka-etal-2025-improving,
    title = "Improving Causal Interventions in Amnesic Probing with Mean Projection or {LEACE}",
    author = "Dobrzeniecka, Alicja  and
      Fokkens, Antske  and
      Sommerauer, Pia",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.674/",
    doi = "10.18653/v1/2025.findings-acl.674",
    pages = "12981--12993",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xia-etal-2025-threat,
    title = "The Threat of {PROMPTS} in Large Language Models: A System and User Prompt Perspective",
    author = "Xia, Zixuan  and
      Sun, Haifeng  and
      Wang, Jingyu  and
      Qi, Qi  and
      Wang, Huazheng  and
      Fu, Xiaoyuan  and
      Liao, Jianxin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.675/",
    doi = "10.18653/v1/2025.findings-acl.675",
    pages = "12994--13035",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-roserag,
    title = "{R}ose{RAG}: Robust Retrieval-augmented Generation with Small-scale {LLM}s via Margin-aware Preference Optimization",
    author = "Liu, Tianci  and
      Jiang, Haoxiang  and
      Wang, Tianze  and
      Xu, Ran  and
      Yu, Yue  and
      Zhang, Linjun  and
      Zhao, Tuo  and
      Wang, Haoyu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.676/",
    doi = "10.18653/v1/2025.findings-acl.676",
    pages = "13036--13054",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{srivastava-etal-2025-instruction,
    title = "Instruction-Tuning {LLM}s for Event Extraction with Annotation Guidelines",
    author = "Srivastava, Saurabh  and
      Pati, Sweta  and
      Yao, Ziyu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.677/",
    doi = "10.18653/v1/2025.findings-acl.677",
    pages = "13055--13071",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{nigatu-etal-2025-mrakl,
    title = "m{RAKL}: Multilingual Retrieval-Augmented Knowledge Graph Construction for Low-Resourced Languages",
    author = "Nigatu, Hellina Hailu  and
      Li, Min  and
      Ter Hoeve, Maartje  and
      Potdar, Saloni  and
      Chasins, Sarah",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.678/",
    doi = "10.18653/v1/2025.findings-acl.678",
    pages = "13072--13089",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tak-etal-2025-mechanistic,
    title = "Mechanistic Interpretability of Emotion Inference in Large Language Models",
    author = "Tak, Ala N.  and
      Banayeeanzade, Amin  and
      Bolourani, Anahita  and
      Kian, Mina  and
      Jia, Robin  and
      Gratch, Jonathan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.679/",
    doi = "10.18653/v1/2025.findings-acl.679",
    pages = "13090--13120",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-rl,
    title = "{RL}-Guider: Leveraging Historical Decisions and Feedback for Drug Editing with Large Language Models",
    author = "Liu, Xufeng  and
      Ding, Yixuan  and
      Qu, Jingxiang  and
      Zhang, Yichi  and
      Gao, Wenhan  and
      Liu, Yi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.680/",
    doi = "10.18653/v1/2025.findings-acl.680",
    pages = "13121--13138",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{woo-etal-2025-briefme,
    title = "{B}rief{M}e: A Legal {NLP} Benchmark for Assisting with Legal Briefs",
    author = "Woo, Jesse  and
      Hashemi Chaleshtori, Fateme  and
      Marasovic, Ana  and
      Marino, Kenneth",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.681/",
    doi = "10.18653/v1/2025.findings-acl.681",
    pages = "13139--13190",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ghaleb-etal-2025-see,
    title = "{I} see what you mean: Co-Speech Gestures for Reference Resolution in Multimodal Dialogue",
    author = "Ghaleb, Esam  and
      Khaertdinov, Bulat  and
      Ozyurek, Asli  and
      Fern{\'a}ndez, Raquel",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.682/",
    doi = "10.18653/v1/2025.findings-acl.682",
    pages = "13191--13206",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{prus-etal-2025-world,
    title = "World Knowledge Resolves Some Aspectual Ambiguity",
    author = "Pru{\'s}, Katarzyna  and
      Steedman, Mark  and
      Lopez, Adam",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.683/",
    doi = "10.18653/v1/2025.findings-acl.683",
    pages = "13207--13220",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{fazlija-etal-2025-access,
    title = "{ACCESS} {DENIED} {INC}: The First Benchmark Environment for Sensitivity Awareness",
    author = "Fazlija, Dren  and
      Orlov, Arkadij  and
      Sikdar, Sandipan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.684/",
    doi = "10.18653/v1/2025.findings-acl.684",
    pages = "13221--13240",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-spatial,
    title = "Spatial Coordinates as a Cell Language: A Multi-Sentence Framework for Imaging Mass Cytometry Analysis",
    author = "Chen, Chi-Jane  and
      Chen, Yuhang  and
      Yun, Sukwon  and
      Stanley, Natalie  and
      Chen, Tianlong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.685/",
    doi = "10.18653/v1/2025.findings-acl.685",
    pages = "13241--13252",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yu-etal-2025-humaneval,
    title = "{H}uman{E}val Pro and {MBPP} Pro: Evaluating Large Language Models on Self-invoking Code Generation Task",
    author = "Yu, Zhaojian  and
      Zhao, Yilun  and
      Cohan, Arman  and
      Zhang, Xiao-Ping",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.686/",
    doi = "10.18653/v1/2025.findings-acl.686",
    pages = "13253--13279",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-tcsinger,
    title = "{TCS}inger 2: Customizable Multilingual Zero-shot Singing Voice Synthesis",
    author = "Zhang, Yu  and
      Guo, Wenxiang  and
      Pan, Changhao  and
      Yao, Dongyu  and
      Zhu, Zhiyuan  and
      Jiang, Ziyue  and
      Wang, Yuhan  and
      Jin, Tao  and
      Zhao, Zhou",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.687/",
    doi = "10.18653/v1/2025.findings-acl.687",
    pages = "13280--13294",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{roberts-etal-2025-compute,
    title = "Compute Optimal Scaling of Skills: Knowledge vs Reasoning",
    author = "Roberts, Nicholas  and
      Chatterji, Niladri S.  and
      Narang, Sharan  and
      Lewis, Mike  and
      Hupkes, Dieuwke",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.688/",
    doi = "10.18653/v1/2025.findings-acl.688",
    pages = "13295--13316",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-pecan,
    title = "{PECAN}: {LLM}-Guided Dynamic Progress Control with Attention-Guided Hierarchical Weighted Graph for Long-Document {QA}",
    author = "Wang, Xinyu  and
      Xiang, Yanzheng  and
      Gui, Lin  and
      He, Yulan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.689/",
    doi = "10.18653/v1/2025.findings-acl.689",
    pages = "13317--13335",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{atri-etal-2025-lifelong,
    title = "Lifelong Model Editing with Graph-Based External Memory",
    author = "Atri, Yash Kumar  and
      Alaa, Ahmed  and
      Hartvigsen, Thomas",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.690/",
    doi = "10.18653/v1/2025.findings-acl.690",
    pages = "13336--13352",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-multi-sense,
    title = "Multi-Sense Embeddings for Language Models and Knowledge Distillation",
    author = "Wang, Qitong  and
      Zaki, Mohammed J  and
      Kollias, Georgios  and
      Kalantzis, Vasileios",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.691/",
    doi = "10.18653/v1/2025.findings-acl.691",
    pages = "13353--13369",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jansen-etal-2025-codescientist,
    title = "{C}ode{S}cientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation",
    author = "Jansen, Peter  and
      Tafjord, Oyvind  and
      Radensky, Marissa  and
      Siangliulue, Pao  and
      Hope, Tom  and
      Dalvi Mishra, Bhavana  and
      Majumder, Bodhisattwa Prasad  and
      Weld, Daniel S  and
      Clark, Peter",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.692/",
    doi = "10.18653/v1/2025.findings-acl.692",
    pages = "13370--13467",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{samarinas-etal-2025-beyond,
    title = "Beyond Factual Accuracy: Evaluating Coverage of Diverse Factual Information in Long-form Text Generation",
    author = "Samarinas, Chris  and
      Krubner, Alexander  and
      Salemi, Alireza  and
      Kim, Youngwoo  and
      Zamani, Hamed",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.693/",
    doi = "10.18653/v1/2025.findings-acl.693",
    pages = "13468--13482",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{nielsen-etal-2025-continual,
    title = "Continual Quantization-Aware Pre-Training: When to transition from 16-bit to 1.58-bit pre-training for {B}it{N}et language models?",
    author = "Nielsen, Jacob  and
      Schneider-Kamp, Peter  and
      Galke, Lukas",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.694/",
    doi = "10.18653/v1/2025.findings-acl.694",
    pages = "13483--13493",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{dawkins-etal-2025-detection,
    title = "When Detection Fails: The Power of Fine-Tuned Models to Generate Human-Like Social Media Text",
    author = "Dawkins, Hillary  and
      Fraser, Kathleen C.  and
      Kiritchenko, Svetlana",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.695/",
    doi = "10.18653/v1/2025.findings-acl.695",
    pages = "13494--13527",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{michaelov-etal-2025-quite,
    title = "Not quite Sherlock Holmes: Language model predictions do not reliably differentiate impossible from improbable events",
    author = "Michaelov, James A.  and
      Estacio, Reeka  and
      Zhang, Zhien  and
      Bergen, Ben",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.696/",
    doi = "10.18653/v1/2025.findings-acl.696",
    pages = "13528--13551",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chiang-yogatama-2025-rotary,
    title = "The Rotary Position Embedding May Cause Dimension Inefficiency in Attention Heads for Long-Distance Retrieval",
    author = "Chiang, Ting-Rui  and
      Yogatama, Dani",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.697/",
    doi = "10.18653/v1/2025.findings-acl.697",
    pages = "13552--13562",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{he-etal-2025-idea,
    title = "{IDEA}: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction",
    author = "He, Kaiyu  and
      Zhang, Mian  and
      Yan, Shuo  and
      Wu, Peilin  and
      Chen, Zhiyu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.698/",
    doi = "10.18653/v1/2025.findings-acl.698",
    pages = "13563--13597",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xu-etal-2025-enigmatom,
    title = "{E}nigma{T}o{M}: Improve {LLM}s' Theory-of-Mind Reasoning Capabilities with Neural Knowledge Base of Entity States",
    author = "Xu, Hainiu  and
      Qi, Siya  and
      Li, Jiazheng  and
      Zhou, Yuxiang  and
      Du, Jinhua  and
      Catmur, Caroline  and
      He, Yulan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.699/",
    doi = "10.18653/v1/2025.findings-acl.699",
    pages = "13598--13622",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-reasonerrank,
    title = "{R}easoner{R}ank: Redefining Language Model Evaluation with Ground-Truth-Free Ranking Frameworks",
    author = "Zhang, Jiamu  and
      Yuan, Jiayi  and
      Wen, Andrew  and
      Le, Hoang Anh Duy  and
      Chuang, Yu-Neng  and
      Choi, Soo-Hyun  and
      Chen, Rui  and
      Hu, Xia",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.700/",
    doi = "10.18653/v1/2025.findings-acl.700",
    pages = "13623--13639",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tang-etal-2025-hygenar,
    title = "{H}y{G}enar: An {LLM}-Driven Hybrid Genetic Algorithm for Few-Shot Grammar Generation",
    author = "Tang, Weizhi  and
      Li, Yixuan  and
      Sypherd, Chris  and
      Polgreen, Elizabeth  and
      Belle, Vaishak",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.701/",
    doi = "10.18653/v1/2025.findings-acl.701",
    pages = "13640--13665",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{bezou-vrakatseli-etal-2025-large,
    title = "Can Large Language Models Understand Argument Schemes?",
    author = "Bezou-Vrakatseli, Elfia  and
      Cocarascu, Oana  and
      Modgil, Sanjay",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.702/",
    doi = "10.18653/v1/2025.findings-acl.702",
    pages = "13666--13681",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tian-etal-2025-mmina,
    title = "{MMI}n{A}: Benchmarking Multihop Multimodal {I}nternet Agents",
    author = "Tian, Shulin  and
      Zhang, Ziniu  and
      Chen, Liangyu  and
      Liu, Ziwei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.703/",
    doi = "10.18653/v1/2025.findings-acl.703",
    pages = "13682--13697",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wen-etal-2025-thinkguard,
    title = "{T}hink{G}uard: Deliberative Slow Thinking Leads to Cautious Guardrails",
    author = "Wen, Xiaofei  and
      Zhou, Wenxuan  and
      Mo, Wenjie Jacky  and
      Chen, Muhao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.704/",
    doi = "10.18653/v1/2025.findings-acl.704",
    pages = "13698--13713",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cheng-etal-2025-neutralizing,
    title = "Neutralizing Bias in {LLM} Reasoning using Entailment Graphs",
    author = "Cheng, Liang  and
      Li, Tianyi  and
      Wang, Zhaowei  and
      Liu, Tianyang  and
      Steedman, Mark",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.705/",
    doi = "10.18653/v1/2025.findings-acl.705",
    pages = "13714--13730",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{do-etal-2025-dynamic,
    title = "Dynamic Steering With Episodic Memory For Large Language Models",
    author = "Do, Van Dai  and
      Tran, Quan Hung  and
      Venkatesh, Svetha  and
      Le, Hung",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.706/",
    doi = "10.18653/v1/2025.findings-acl.706",
    pages = "13731--13749",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-eeyore,
    title = "Eeyore: Realistic Depression Simulation via Expert-in-the-Loop Supervised and Preference Optimization",
    author = "Liu, Siyang  and
      Brie, Bianca  and
      Li, Wenda  and
      Biester, Laura  and
      Lee, Andrew  and
      Pennebaker, James  and
      Mihalcea, Rada",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.707/",
    doi = "10.18653/v1/2025.findings-acl.707",
    pages = "13750--13770",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{price-wu-2025-lost,
    title = "Lost in Translation: Benchmarking Commercial Machine Translation Models for Dyslexic-Style Text",
    author = "Price, Gregory  and
      Wu, Shaomei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.708/",
    doi = "10.18653/v1/2025.findings-acl.708",
    pages = "13771--13782",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-divide,
    title = "Divide-Verify-Refine: Can {LLM}s Self-align with Complex Instructions?",
    author = "Zhang, Xianren  and
      Tang, Xianfeng  and
      Liu, Hui  and
      Wu, Zongyu  and
      He, Qi  and
      Lee, Dongwon  and
      Wang, Suhang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.709/",
    doi = "10.18653/v1/2025.findings-acl.709",
    pages = "13783--13800",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-llamapie,
    title = "{L}lama{PIE}: Proactive In-Ear Conversation Assistants",
    author = "Chen, Tuochao  and
      Batchelder, Nicholas Scott  and
      Liu, Alisa  and
      Smith, Noah A.  and
      Gollakota, Shyamnath",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.710/",
    doi = "10.18653/v1/2025.findings-acl.710",
    pages = "13801--13824",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{devasier-etal-2025-task,
    title = "Task-Oriented Automatic Fact-Checking with Frame-Semantics",
    author = "Devasier, Jacob  and
      Putta, Akshith Reddy  and
      Mediratta, Rishabh  and
      Li, Chengkai",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.711/",
    doi = "10.18653/v1/2025.findings-acl.711",
    pages = "13825--13842",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yu-etal-2025-craw4llm,
    title = "{C}raw4{LLM}: Efficient Web Crawling for {LLM} Pretraining",
    author = "Yu, Shi  and
      Liu, Zhiyuan  and
      Xiong, Chenyan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.712/",
    doi = "10.18653/v1/2025.findings-acl.712",
    pages = "13843--13851",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhenyuan-etal-2025-cautious,
    title = "Be Cautious When Merging Unfamiliar {LLM}s: A Phishing Model Capable of Stealing Privacy",
    author = "Zhenyuan, Guo  and
      Shi, Yi  and
      Meng, Wenlong  and
      Gong, Chen  and
      Wei, Chengkun  and
      Chen, Wenzhi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.713/",
    doi = "10.18653/v1/2025.findings-acl.713",
    pages = "13852--13871",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-understand,
    title = "Understand User Opinions of Large Language Models via {LLM}-Powered In-the-Moment User Experience Interviews",
    author = "Liu, Mengqiao  and
      Wang, Tevin  and
      Cohen, Cassandra A.  and
      Li, Sarah  and
      Xiong, Chenyan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.714/",
    doi = "10.18653/v1/2025.findings-acl.714",
    pages = "13872--13893",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{vuong-etal-2025-hicot,
    title = "{H}i{COT}: Improving Neural Topic Models via Optimal Transport and Contrastive Learning",
    author = "Vuong, Hoang Tran  and
      Le, Tue  and
      Vu, Tu  and
      Nguyen, Tung  and
      Van, Linh Ngo  and
      Dinh, Sang  and
      Nguyen, Thien Huu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.715/",
    doi = "10.18653/v1/2025.findings-acl.715",
    pages = "13894--13920",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xiong-etal-2025-flag,
    title = "{FLAG}-{TRADER}: Fusion {LLM}-Agent with Gradient-based Reinforcement Learning for Financial Trading",
    author = "Xiong, Guojun  and
      Deng, Zhiyang  and
      Wang, Keyi  and
      Cao, Yupeng  and
      Li, Haohang  and
      Yu, Yangyang  and
      Peng, Xueqing  and
      Lin, Mingquan  and
      Smith, Kaleb E  and
      Liu, Xiao-Yang  and
      Huang, Jimin  and
      Ananiadou, Sophia  and
      Xie, Qianqian",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.716/",
    doi = "10.18653/v1/2025.findings-acl.716",
    pages = "13921--13934",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{song-etal-2025-silent,
    title = "The Silent Saboteur: Imperceptible Adversarial Attacks against Black-Box Retrieval-Augmented Generation Systems",
    author = "Song, Hongru  and
      Liu, Yu-An  and
      Zhang, Ruqing  and
      Guo, Jiafeng  and
      Lv, Jianming  and
      de Rijke, Maarten  and
      Cheng, Xueqi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.717/",
    doi = "10.18653/v1/2025.findings-acl.717",
    pages = "13935--13952",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lu-etal-2025-crossagentie,
    title = "{CROSSAGENTIE}: Cross-Type and Cross-Task Multi-Agent {LLM} Collaboration for Zero-Shot Information Extraction",
    author = "Lu, Meng  and
      Xie, Yuzhang  and
      Bi, Zhenyu  and
      Cao, Shuxiang  and
      Wang, Xuan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.718/",
    doi = "10.18653/v1/2025.findings-acl.718",
    pages = "13953--13977",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hou-etal-2025-decoupling,
    title = "Decoupling Memories, Muting Neurons: Towards Practical Machine Unlearning for Large Language Models",
    author = "Hou, Lishuai  and
      Wang, Zixiong  and
      Liu, Gaoyang  and
      Wang, Chen  and
      Liu, Wei  and
      Peng, Kai",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.719/",
    doi = "10.18653/v1/2025.findings-acl.719",
    pages = "13978--13999",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{pang-etal-2025-assimilation,
    title = "Assimilation and Accommodation: Task-Adaptive Hierarchical Abstraction for Solving Web Tasks",
    author = "Pang, Xinyu  and
      Hong, Ruixin  and
      Zhang, Hongming  and
      Zhang, Changshui",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.720/",
    doi = "10.18653/v1/2025.findings-acl.720",
    pages = "14000--14014",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cao-etal-2025-safelawbench,
    title = "{S}afe{L}aw{B}ench: Towards Safe Alignment of Large Language Models",
    author = "Cao, Chuxue  and
      Zhu, Han  and
      Ji, Jiaming  and
      Sun, Qichao  and
      Zhu, Zhenghao  and
      Yinyu, Wu  and
      Dai, Josef  and
      Yang, Yaodong  and
      Han, Sirui  and
      Guo, Yike",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.721/",
    doi = "10.18653/v1/2025.findings-acl.721",
    pages = "14015--14048",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-3dm,
    title = "3{DM}: Distill, Dynamic Drop, and Merge for Debiasing Multi-modal Large Language Models",
    author = "Zhang, Zhaoxi  and
      Lee, Sanwoo  and
      Wang, Zhixiang  and
      Wu, Yunfang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.722/",
    doi = "10.18653/v1/2025.findings-acl.722",
    pages = "14049--14059",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sun-etal-2025-causalabstain,
    title = "{C}ausal{A}bstain: Enhancing Multilingual {LLM}s with Causal Reasoning for Trustworthy Abstention",
    author = "Sun, Yuxi  and
      Zuo, Aoqi  and
      Gao, Wei  and
      Ma, Jing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.723/",
    doi = "10.18653/v1/2025.findings-acl.723",
    pages = "14060--14076",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cheng-etal-2025-caparena,
    title = "{C}ap{A}rena: Benchmarking and Analyzing Detailed Image Captioning in the {LLM} Era",
    author = "Cheng, Kanzhi  and
      Song, Wenpo  and
      Fan, Jiaxin  and
      Ma, Zheng  and
      Sun, Qiushi  and
      Xu, Fangzhi  and
      Yan, Chenyang  and
      Chen, Nuo  and
      Zhang, Jianbing  and
      Chen, Jiajun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.724/",
    doi = "10.18653/v1/2025.findings-acl.724",
    pages = "14077--14094",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ma-etal-2025-llm,
    title = "{LLM}-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection",
    author = "Ma, Tianyi  and
      Qian, Yiyue  and
      Wang, Zehong  and
      Zhang, Zheyuan  and
      Zhang, Chuxu  and
      Ye, Yanfang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.725/",
    doi = "10.18653/v1/2025.findings-acl.725",
    pages = "14095--14114",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhou-etal-2025-cola,
    title = "{C}o{LA}: Collaborative Low-Rank Adaptation",
    author = "Zhou, Yiyun  and
      Yao, Chang  and
      Chen, Jingyuan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.726/",
    doi = "10.18653/v1/2025.findings-acl.726",
    pages = "14115--14130",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{fang-etal-2025-glim,
    title = "{GL}i{M}: Integrating Graph Transformer and {LLM} for Document-Level Biomedical Relation Extraction with Incomplete Labeling",
    author = "Fang, Hao  and
      Zhang, Yuejie  and
      Feng, Rui  and
      Wang, Yingwen  and
      Wang, Qing  and
      He, Wen  and
      Zhang, Xiaobo  and
      Zhang, Tao  and
      Gao, Shang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.727/",
    doi = "10.18653/v1/2025.findings-acl.727",
    pages = "14131--14146",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xiao-etal-2025-analytickws,
    title = "{A}nalytic{KWS}: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting",
    author = "Xiao, Yang  and
      Tianyi, Peng  and
      Das, Rohan Kumar  and
      Hu, Yuchen  and
      Zhuang, Huiping",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.728/",
    doi = "10.18653/v1/2025.findings-acl.728",
    pages = "14147--14158",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yun-etal-2025-sleepless,
    title = "Sleepless Nights, Sugary Days: Creating Synthetic Users with Health Conditions for Realistic Coaching Agent Interactions",
    author = "Yun, Taedong  and
      Yang, Eric  and
      Safdari, Mustafa  and
      Lee, Jong Ha  and
      Kumar, Vaishnavi Vinod  and
      Mahdavi, S. Sara  and
      Amar, Jonathan  and
      Peyton, Derek  and
      Aharony, Reut  and
      PhD, Andreas Michaelides  and
      Schneider, Logan Douglas  and
      Galatzer-Levy, Isaac  and
      Jia, Yugang  and
      Canny, John  and
      Gretton, Arthur  and
      Mataric, Maja",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.729/",
    doi = "10.18653/v1/2025.findings-acl.729",
    pages = "14159--14181",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yoo-etal-2025-imagine,
    title = "Imagine to Hear: Auditory Knowledge Generation can be an Effective Assistant for Language Models",
    author = "Yoo, Suho  and
      Ok, Hyunjong  and
      Lee, Jaeho",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.730/",
    doi = "10.18653/v1/2025.findings-acl.730",
    pages = "14182--14193",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-safeeraser,
    title = "{S}afe{E}raser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning",
    author = "Chen, Junkai  and
      Deng, Zhijie  and
      Zheng, Kening  and
      Yan, Yibo  and
      Liu, Shuliang  and
      Wu, PeiJun  and
      Jiang, Peijie  and
      Liu, Jia  and
      Hu, Xuming",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.731/",
    doi = "10.18653/v1/2025.findings-acl.731",
    pages = "14194--14224",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ju-lee-2025-prediction,
    title = "Prediction-Augmented Generation for Automatic Diagnosis Tasks",
    author = "Ju, Chan-Yang  and
      Lee, Dong-Ho",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.732/",
    doi = "10.18653/v1/2025.findings-acl.732",
    pages = "14225--14246",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhao-etal-2025-fedleke,
    title = "{F}ed{LEKE}: Federated Locate-then-Edit Knowledge Editing for Multi-Client Collaboration",
    author = "Zhao, Zongkai  and
      Xu, Guozeng  and
      Li, Xiuhua  and
      Wei, Kaiwen  and
      Zhong, Jiang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.733/",
    doi = "10.18653/v1/2025.findings-acl.733",
    pages = "14247--14258",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sun-etal-2025-disco,
    title = "{D}i{SC}o: Device-Server Collaborative {LLM}-based Text Streaming Services",
    author = "Sun, Ting  and
      Wang, Penghan  and
      Lai, Fan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.734/",
    doi = "10.18653/v1/2025.findings-acl.734",
    pages = "14259--14277",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{bao-etal-2025-customizing,
    title = "Customizing In-context Learning for Dynamic Interest Adaption in {LLM}-based Recommendation",
    author = "Bao, Keqin  and
      Yan, Ming  and
      Zhang, Yang  and
      Zhang, Jizhi  and
      Wang, Wenjie  and
      Feng, Fuli  and
      He, Xiangnan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.735/",
    doi = "10.18653/v1/2025.findings-acl.735",
    pages = "14278--14291",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cui-etal-2025-robust,
    title = "Robust Data Watermarking in Language Models by Injecting Fictitious Knowledge",
    author = "Cui, Xinyue  and
      Wei, Johnny  and
      Swayamdipta, Swabha  and
      Jia, Robin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.736/",
    doi = "10.18653/v1/2025.findings-acl.736",
    pages = "14292--14306",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-llm,
    title = "{LLM}-Enhanced Query Generation and Retrieval Preservation for Task-Oriented Dialogue",
    author = "Chen, Jiale  and
      Dong, Xuelian  and
      Xie, Wenxiu  and
      Peng, Ru  and
      Zeng, Kun  and
      Hao, Tianyong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.737/",
    doi = "10.18653/v1/2025.findings-acl.737",
    pages = "14307--14321",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{pham-etal-2025-clozemath,
    title = "{C}loze{M}ath: Improving Mathematical Reasoning in Language Models by Learning to Fill Equations",
    author = "Pham, Quang Hieu  and
      Nguyen, Thuy Duong  and
      Pham, Tung  and
      Luu, Anh Tuan  and
      Nguyen, Dat Quoc",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.738/",
    doi = "10.18653/v1/2025.findings-acl.738",
    pages = "14322--14329",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{huang-etal-2025-low,
    title = "Low-Entropy Watermark Detection via {B}ayes' Rule Derived Detector",
    author = "Huang, Beining  and
      Su, Du  and
      Sun, Fei  and
      Cao, Qi  and
      Shen, Huawei  and
      Cheng, Xueqi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.739/",
    doi = "10.18653/v1/2025.findings-acl.739",
    pages = "14330--14344",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-cod,
    title = "{C}o{D}, Towards an Interpretable Medical Agent using Chain of Diagnosis",
    author = "Chen, Junying  and
      Gui, Chi  and
      Gao, Anningzhe  and
      Ji, Ke  and
      Wang, Xidong  and
      Wan, Xiang  and
      Wang, Benyou",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.740/",
    doi = "10.18653/v1/2025.findings-acl.740",
    pages = "14345--14368",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhu-etal-2025-danet,
    title = "{D}a{N}et: Dual-Aware Enhanced Alignment Network for Multimodal Aspect-Based Sentiment Analysis",
    author = "Zhu, Aoqiang  and
      Hu, Min  and
      Wang, Xiaohua  and
      Yang, Jiaoyun  and
      Tang, Yiming  and
      An, Ning",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.741/",
    doi = "10.18653/v1/2025.findings-acl.741",
    pages = "14369--14381",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yang-etal-2025-exploring-multimodal,
    title = "Exploring Multimodal Challenges in Toxic {C}hinese Detection: Taxonomy, Benchmark, and Findings",
    author = "Yang, Shujian  and
      Cui, Shiyao  and
      Hu, Chuanrui  and
      Wang, Haicheng  and
      Zhang, Tianwei  and
      Huang, Minlie  and
      Lu, Jialiang  and
      Qiu, Han",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.742/",
    doi = "10.18653/v1/2025.findings-acl.742",
    pages = "14382--14396",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-ldir,
    title = "{LDIR}: Low-Dimensional Dense and Interpretable Text Embeddings with Relative Representations",
    author = "Wang, Yile  and
      Shen, Zhanyu  and
      Huang, Hui",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.743/",
    doi = "10.18653/v1/2025.findings-acl.743",
    pages = "14397--14409",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-ranked,
    title = "Ranked Voting based Self-Consistency of Large Language Models",
    author = "Wang, Weiqin  and
      Wang, Yile  and
      Huang, Hui",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.744/",
    doi = "10.18653/v1/2025.findings-acl.744",
    pages = "14410--14426",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yan-etal-2025-semanticcamo,
    title = "{S}emantic{C}amo: Jailbreaking Large Language Models through Semantic Camouflage",
    author = "Yan, Jihui  and
      Yang, Xiaocui  and
      Wang, Daling  and
      Feng, Shi  and
      Zhang, Yifei  and
      Zhao, Yinzhi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.745/",
    doi = "10.18653/v1/2025.findings-acl.745",
    pages = "14427--14452",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cho-etal-2025-assigning,
    title = "Assigning Distinct Roles to Quantized and Low-Rank Matrices Toward Optimal Weight Decomposition",
    author = "Cho, Yoonjun  and
      Kim, Soeun  and
      Jeon, Dongjae  and
      Lee, Kyelim  and
      Lee, Beomsoo  and
      No, Albert",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.746/",
    doi = "10.18653/v1/2025.findings-acl.746",
    pages = "14453--14470",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-better-process,
    title = "Better Process Supervision with Bi-directional Rewarding Signals",
    author = "Chen, Wenxiang  and
      He, Wei  and
      Xi, Zhiheng  and
      Guo, Honglin  and
      Hong, Boyang  and
      Zhang, Jiazheng  and
      Li, Nijun  and
      Gui, Tao  and
      Li, Yun  and
      Zhang, Qi  and
      Huang, Xuanjing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.747/",
    doi = "10.18653/v1/2025.findings-acl.747",
    pages = "14471--14485",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zuo-etal-2025-knowcoder,
    title = "{K}now{C}oder-{X}: Boosting Multilingual Information Extraction via Code",
    author = "Zuo, Yuxin  and
      Jiang, Wenxuan  and
      Liu, Wenxuan  and
      Li, Zixuan  and
      Bai, Long  and
      Wang, Hanbin  and
      Zeng, Yutao  and
      Jin, Xiaolong  and
      Guo, Jiafeng  and
      Cheng, Xueqi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.748/",
    doi = "10.18653/v1/2025.findings-acl.748",
    pages = "14486--14509",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wan-etal-2025-meit,
    title = "{MEIT}: Multimodal Electrocardiogram Instruction Tuning on Large Language Models for Report Generation",
    author = "Wan, Zhongwei  and
      Liu, Che  and
      Wang, Xin  and
      Tao, Chaofan  and
      Shen, Hui  and
      Xiong, Jing  and
      Arcucci, Rossella  and
      Yao, Huaxiu  and
      Zhang, Mi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.749/",
    doi = "10.18653/v1/2025.findings-acl.749",
    pages = "14510--14527",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lei-etal-2025-harnessing,
    title = "Harnessing Large Language Models for Disaster Management: A Survey",
    author = "Lei, Zhenyu  and
      Dong, Yushun  and
      Li, Weiyu  and
      Ding, Rong  and
      Wang, Qi R.  and
      Li, Jundong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.750/",
    doi = "10.18653/v1/2025.findings-acl.750",
    pages = "14528--14551",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-towards-medical,
    title = "Towards Medical Complex Reasoning with {LLM}s through Medical Verifiable Problems",
    author = "Chen, Junying  and
      Cai, Zhenyang  and
      Ji, Ke  and
      Wang, Xidong  and
      Liu, Wanlong  and
      Wang, Rongsheng  and
      Wang, Benyou",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.751/",
    doi = "10.18653/v1/2025.findings-acl.751",
    pages = "14552--14573",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chang-etal-2025-monitoring,
    title = "Monitoring Decoding: Mitigating Hallucination via Evaluating the Factuality of Partial Response during Generation",
    author = "Chang, Yurui  and
      Cao, Bochuan  and
      Lin, Lu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.752/",
    doi = "10.18653/v1/2025.findings-acl.752",
    pages = "14574--14587",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gao-etal-2025-llm-critics,
    title = "{LLM} Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback",
    author = "Gao, Bofei  and
      Cai, Zefan  and
      Xu, Runxin  and
      Wang, Peiyi  and
      Zheng, Ce  and
      Lin, Runji  and
      Lu, Keming  and
      Liu, Dayiheng  and
      Zhou, Chang  and
      Xiao, Wen  and
      Liu, Tianyu  and
      Chang, Baobao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.753/",
    doi = "10.18653/v1/2025.findings-acl.753",
    pages = "14588--14604",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yu-etal-2025-evobench,
    title = "{E}vo{B}ench: Towards Real-world {LLM}-Generated Text Detection Benchmarking for Evolving Large Language Models",
    author = "Yu, Xiao  and
      Yu, Yi  and
      Liu, Dongrui  and
      Chen, Kejiang  and
      Zhang, Weiming  and
      Yu, Nenghai  and
      Shao, Jing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.754/",
    doi = "10.18653/v1/2025.findings-acl.754",
    pages = "14605--14620",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ye-etal-2025-mmscibench,
    title = "{MMS}ci{B}ench: Benchmarking Language Models on {C}hinese Multimodal Scientific Problems",
    author = "Ye, Xinwu  and
      Li, Chengfan  and
      Chen, Siming  and
      Wei, Wei  and
      Tang, Robert",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.755/",
    doi = "10.18653/v1/2025.findings-acl.755",
    pages = "14621--14663",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{son-etal-2025-lightweight,
    title = "Lightweight Query Checkpoint: Classifying Faulty User Queries to Mitigate Hallucinations in Large Language Model Question Answering",
    author = "Son, Minjoo  and
      Jang, Jonghak  and
      Kim, Misuk",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.756/",
    doi = "10.18653/v1/2025.findings-acl.756",
    pages = "14664--14677",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{shimizu-etal-2025-exploring,
    title = "Exploring {LLM} Annotation for Adaptation of Clinical Information Extraction Models under Data-sharing Restrictions",
    author = "Shimizu, Seiji  and
      Shohei, Hisada  and
      Uno, Yutaka  and
      Yada, Shuntaro  and
      Wakamiya, Shoko  and
      Aramaki, Eiji",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.757/",
    doi = "10.18653/v1/2025.findings-acl.757",
    pages = "14678--14694",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sun-etal-2025-enhancing-comprehensibility,
    title = "Enhancing the Comprehensibility of Text Explanations via Unsupervised Concept Discovery",
    author = "Sun, Yifan  and
      Wang, Danding  and
      Sheng, Qiang  and
      Cao, Juan  and
      Li, Jintao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.758/",
    doi = "10.18653/v1/2025.findings-acl.758",
    pages = "14695--14713",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{shimizu-etal-2025-recordtwin,
    title = "{R}ecord{T}win: Towards Creating Safe Synthetic Clinical Corpora",
    author = "Shimizu, Seiji  and
      Baroud, Ibrahim  and
      Raithel, Lisa  and
      Yada, Shuntaro  and
      Wakamiya, Shoko  and
      Aramaki, Eiji",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.759/",
    doi = "10.18653/v1/2025.findings-acl.759",
    pages = "14714--14726",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xiang-etal-2025-beyond,
    title = "Beyond Surface-Level Patterns: An Essence-Driven Defense Framework Against Jailbreak Attacks in {LLM}s",
    author = "Xiang, Shiyu  and
      Zhang, Ansen  and
      Cao, Yanfei  and
      Yang, Fan  and
      Chen, Ronghao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.760/",
    doi = "10.18653/v1/2025.findings-acl.760",
    pages = "14727--14742",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhu-etal-2025-multimodal,
    title = "Multimodal Invariant Sentiment Representation Learning",
    author = "Zhu, Aoqiang  and
      Hu, Min  and
      Wang, Xiaohua  and
      Yang, Jiaoyun  and
      Tang, Yiming  and
      An, Ning",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.761/",
    doi = "10.18653/v1/2025.findings-acl.761",
    pages = "14743--14755",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-chulo,
    title = "{C}hu{L}o: Chunk-Level Key Information Representation for Long Document Understanding",
    author = "Li, Yan  and
      Han, Caren  and
      Dai, Yue  and
      Cao, Feiqi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.762/",
    doi = "10.18653/v1/2025.findings-acl.762",
    pages = "14756--14773",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ashuach-etal-2025-revs,
    title = "{REVS}: Unlearning Sensitive Information in Language Models via Rank Editing in the Vocabulary Space",
    author = "Ashuach, Tomer  and
      Tutek, Martin  and
      Belinkov, Yonatan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.763/",
    doi = "10.18653/v1/2025.findings-acl.763",
    pages = "14774--14797",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{nguyen-kim-2025-external,
    title = "Is External Information Useful for Stance Detection with {LLM}s?",
    author = "Nguyen, Quang Minh  and
      Kim, Taegyoon",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.764/",
    doi = "10.18653/v1/2025.findings-acl.764",
    pages = "14798--14807",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{canby-etal-2025-benchmarking,
    title = "Benchmarking Query-Conditioned Natural Language Inference",
    author = "Canby, Marc E.  and
      Chen, Xinchi  and
      Niu, Xing  and
      Chen, Jifan  and
      Min, Bonan  and
      Aydore, Sergul  and
      Castelli, Vittorio",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.765/",
    doi = "10.18653/v1/2025.findings-acl.765",
    pages = "14808--14835",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yamanaka-etal-2025-flowchart,
    title = "Flowchart-Based Decision Making with Large Language Models",
    author = "Yamanaka, Yuuki  and
      Takahashi, Hiroshi  and
      Yamashita, Tomoya",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.766/",
    doi = "10.18653/v1/2025.findings-acl.766",
    pages = "14836--14842",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhong-etal-2025-nargina,
    title = "{N}ar{GINA}: Towards Accurate and Interpretable Children{'}s Narrative Ability Assessment via Narrative Graphs",
    author = "Zhong, Jun  and
      Xu, Longwei  and
      Kong, Li  and
      Li, Xianzhuo  and
      Liang, Dandan  and
      Zhou, Junsheng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.767/",
    doi = "10.18653/v1/2025.findings-acl.767",
    pages = "14843--14860",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-improving-efficiency,
    title = "Improving Efficiency in Large Language Models via Extendable Block Floating Point Representation",
    author = "Li, Dongyang  and
      Li, Zeyang  and
      Liu, Bosheng  and
      Wu, Jigang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.768/",
    doi = "10.18653/v1/2025.findings-acl.768",
    pages = "14861--14873",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tao-etal-2025-epicode,
    title = "{E}pi{C}o{D}e: Boosting Model Performance Beyond Training with Extrapolation and Contrastive Decoding",
    author = "Tao, Mingxu  and
      Hu, Jie  and
      Yang, Mingchuan  and
      Liu, Yunhuai  and
      Zhao, Dongyan  and
      Feng, Yansong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.769/",
    doi = "10.18653/v1/2025.findings-acl.769",
    pages = "14874--14885",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hasan-etal-2025-nativqa,
    title = "{N}ativ{QA}: Multilingual Culturally-Aligned Natural Query for {LLM}s",
    author = "Hasan, Md. Arid  and
      Hasanain, Maram  and
      Ahmad, Fatema  and
      Laskar, Sahinur Rahman  and
      Upadhyay, Sunaya  and
      Sukhadia, Vrunda N  and
      Kutlu, Mucahid  and
      Chowdhury, Shammur Absar  and
      Alam, Firoj",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.770/",
    doi = "10.18653/v1/2025.findings-acl.770",
    pages = "14886--14909",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lyu-etal-2025-docia,
    title = "{D}o{CIA}: An Online Document-Level Context Incorporation Agent for Speech Translation",
    author = "Lyu, Xinglin  and
      Tang, Wei  and
      Li, Yuang  and
      Zhao, Xiaofeng  and
      Zhu, Ming  and
      Li, Junhui  and
      Lu, Yunfei  and
      Zhang, Min  and
      Wei, Daimeng  and
      Yang, Hao  and
      Zhang, Min",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.771/",
    doi = "10.18653/v1/2025.findings-acl.771",
    pages = "14910--14924",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{he-etal-2025-rise,
    title = "{RISE}: Reasoning Enhancement via Iterative Self-Exploration in Multi-hop Question Answering",
    author = "He, Bolei  and
      He, Xinran  and
      Chen, Mengke  and
      Xue, Xianwei  and
      Zhu, Ying  and
      Ling, Zhen-Hua",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.772/",
    doi = "10.18653/v1/2025.findings-acl.772",
    pages = "14925--14948",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{prabhakaran-etal-2025-vade,
    title = "{VADE}: Visual Attention Guided Hallucination Detection and Elimination",
    author = "Prabhakaran, Vishnu  and
      Aggarwal, Purav  and
      Verma, Vinay Kumar  and
      Swamy, Gokul  and
      Saladi, Anoop",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.773/",
    doi = "10.18653/v1/2025.findings-acl.773",
    pages = "14949--14965",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cao-etal-2025-pgpo,
    title = "{PGPO}: Enhancing Agent Reasoning via Pseudocode-style Planning Guided Preference Optimization",
    author = "Cao, Zouying  and
      Wang, Runze  and
      Yang, Yifei  and
      Ma, Xinbei  and
      Zhu, Xiaoyong  and
      Zheng, Bo  and
      Zhao, Hai",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.774/",
    doi = "10.18653/v1/2025.findings-acl.774",
    pages = "14966--14985",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{paik-wense-2025-effectiveness,
    title = "The Effectiveness of Uncased Tokeniziaion for Clinical Notes",
    author = "Paik, Cory  and
      Wense, Katharina Von Der",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.775/",
    doi = "10.18653/v1/2025.findings-acl.775",
    pages = "14986--14992",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lee-etal-2025-amxfp4,
    title = "{AMXFP}4: Taming Activation Outliers with Asymmetric Microscaling Floating-Point for 4-bit {LLM} Inference",
    author = "Lee, Janghwan  and
      Park, Jiwoong  and
      Kim, Jinseok  and
      Kim, Yongjik  and
      Oh, Jungju  and
      Oh, Jinwook  and
      Choi, Jungwook",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.776/",
    doi = "10.18653/v1/2025.findings-acl.776",
    pages = "14993--15013",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yin-etal-2025-improving,
    title = "Improving Continual Pre-training Through Seamless Data Packing",
    author = "Yin, Ruicheng  and
      Gao, Xuan  and
      Lv, Changze  and
      Wang, Xiaohua  and
      Zheng, Xiaoqing  and
      Huang, Xuanjing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.777/",
    doi = "10.18653/v1/2025.findings-acl.777",
    pages = "15014--15032",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kamruzzaman-kim-2025-impact,
    title = "The Impact of Name Age Perception on Job Recommendations in {LLM}s",
    author = "Kamruzzaman, Mahammed  and
      Kim, Gene Louis",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.778/",
    doi = "10.18653/v1/2025.findings-acl.778",
    pages = "15033--15058",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hyeonsu-etal-2025-dapi,
    title = "{DAPI}: Domain Adaptive Toxicity Probe Vector Intervention, for Fine-Grained Detoxification",
    author = "Hyeonsu, Cho  and
      Kim, Dooyoung  and
      Ko, Youngjoong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.779/",
    doi = "10.18653/v1/2025.findings-acl.779",
    pages = "15059--15069",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhao-etal-2025-task,
    title = "Task Knowledge Injection via Interpolations and Reinstatement for Large Language Model Generalization",
    author = "Zhao, Yukun  and
      Yan, Lingyong  and
      Li, Zhenyang  and
      Wang, Shuaiqiang  and
      Chen, Zhumin  and
      Ren, Zhaochun  and
      Yin, Dawei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.780/",
    doi = "10.18653/v1/2025.findings-acl.780",
    pages = "15070--15080",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{guo-etal-2025-stars,
    title = "{STARS}: A Unified Framework for Singing Transcription, Alignment, and Refined Style Annotation",
    author = "Guo, Wenxiang  and
      Zhang, Yu  and
      Pan, Changhao  and
      Zhu, Zhiyuan  and
      Li, Ruiqi  and
      Chen, ZheTao  and
      Xu, Wenhao  and
      Wu, Fei  and
      Zhao, Zhou",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.781/",
    doi = "10.18653/v1/2025.findings-acl.781",
    pages = "15081--15093",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-unveiling-key,
    title = "Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning",
    author = "Chen, Xinghao  and
      Sun, Zhijing  and
      Wenjin, Guo  and
      Zhang, Miaoran  and
      Chen, Yanjun  and
      Sun, Yirong  and
      Su, Hui  and
      Pan, Yijie  and
      Klakow, Dietrich  and
      Li, Wenjie  and
      Shen, Xiaoyu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.782/",
    doi = "10.18653/v1/2025.findings-acl.782",
    pages = "15094--15119",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wu-etal-2025-int,
    title = "{INT}: Establishing Information Transfer for Multilingual Intent Detection and Slot Filling",
    author = "Wu, Di  and
      Jiang, Liting  and
      Mao, Bohui  and
      Xie, Hongyan  and
      Su, Haoxiang  and
      He, Zhongjiang  and
      Fang, Ruiyu  and
      Song, Shuangyong  and
      Huang, Hao  and
      Li, Xuelong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.783/",
    doi = "10.18653/v1/2025.findings-acl.783",
    pages = "15120--15142",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hahm-etal-2025-enhancing,
    title = "Enhancing {LLM} Agent Safety via Causal Influence Prompting",
    author = "Hahm, Dongyoon  and
      Jin, Woogyeol  and
      Choi, June Suk  and
      Ahn, Sungsoo  and
      Lee, Kimin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.784/",
    doi = "10.18653/v1/2025.findings-acl.784",
    pages = "15143--15168",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zanzotto-etal-2025-position,
    title = "Position Paper: {M}e{M}o: Towards Language Models with Associative Memory Mechanisms",
    author = "Zanzotto, Fabio Massimo  and
      Ruzzetti, Elena Sofia  and
      Xompero, Giancarlo A.  and
      Ranaldi, Leonardo  and
      Venditti, Davide  and
      Ranaldi, Federico  and
      Giannone, Cristina  and
      Favalli, Andrea  and
      Romagnoli, Raniero",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.785/",
    doi = "10.18653/v1/2025.findings-acl.785",
    pages = "15169--15180",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{im-etal-2025-deragec,
    title = "{D}e{RAGEC}: Denoising Named Entity Candidates with Synthetic Rationale for {ASR} Error Correction",
    author = "Im, Solee  and
      Lee, Wonjun  and
      An, JinMyeong  and
      Kim, Yunsu  and
      Ok, Jungseul  and
      Lee, Gary",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.786/",
    doi = "10.18653/v1/2025.findings-acl.786",
    pages = "15181--15193",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-rehearse,
    title = "Rehearse With User: Personalized Opinion Summarization via Role-Playing based on Large Language Models",
    author = "Zhang, Yanyue  and
      He, Yulan  and
      Zhou, Deyu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.787/",
    doi = "10.18653/v1/2025.findings-acl.787",
    pages = "15194--15211",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{murakami-etal-2025-adparaphrase-v2,
    title = "{A}d{P}araphrase v2.0: Generating Attractive Ad Texts Using a Preference-Annotated Paraphrase Dataset",
    author = "Murakami, Soichiro  and
      Zhang, Peinan  and
      Kamigaito, Hidetaka  and
      Takamura, Hiroya  and
      Okumura, Manabu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.788/",
    doi = "10.18653/v1/2025.findings-acl.788",
    pages = "15212--15230",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{scozzaro-etal-2025-beyond,
    title = "Beyond the Average Reader: the Reader Embedding Approach",
    author = "Scozzaro, Calogero Jerik  and
      Delsanto, Matteo  and
      Radicioni, Daniele P.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.789/",
    doi = "10.18653/v1/2025.findings-acl.789",
    pages = "15231--15244",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{pacchiardi-etal-2025-predictaboard,
    title = "{P}redicta{B}oard: Benchmarking {LLM} Score Predictability",
    author = "Pacchiardi, Lorenzo  and
      Voudouris, Konstantinos  and
      Slater, Ben  and
      Mart{\'i}nez-Plumed, Fernando  and
      Hernandez-Orallo, Jose  and
      Zhou, Lexin  and
      Schellaert, Wout",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.790/",
    doi = "10.18653/v1/2025.findings-acl.790",
    pages = "15245--15266",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{du-etal-2025-feddqc,
    title = "{F}ed{DQC}: Data Quality Control in Federated Instruction-tuning of Large Language Models",
    author = "Du, Yaxin  and
      Ye, Rui  and
      Yuchi, Fengting  and
      Zhao, Wanru  and
      Qu, Jingjing  and
      Wang, Yanfeng  and
      Chen, Siheng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.791/",
    doi = "10.18653/v1/2025.findings-acl.791",
    pages = "15267--15291",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yuan-etal-2025-weed,
    title = "Weed Out, Then Harvest: Dual Low-Rank Adaptation is an Effective Noisy Label Detector for Noise-Robust Learning",
    author = "Yuan, Bo  and
      Chen, Yulin  and
      Zhang, Yin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.792/",
    doi = "10.18653/v1/2025.findings-acl.792",
    pages = "15292--15311",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{donmez-falenska-2025-understand,
    title = "``{I} understand your perspective'': {LLM} Persuasion through the Lens of Communicative Action Theory",
    author = {D{\"o}nmez, Esra  and
      Falenska, Agnieszka},
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.793/",
    doi = "10.18653/v1/2025.findings-acl.793",
    pages = "15312--15327",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kim-lee-2025-nunchi,
    title = "Nunchi-Bench: Benchmarking Language Models on Cultural Reasoning with a Focus on {K}orean Superstition",
    author = "Kim, Kyuhee  and
      Lee, Sangah",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.794/",
    doi = "10.18653/v1/2025.findings-acl.794",
    pages = "15328--15342",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{luo-etal-2025-lets,
    title = "Let{'}s Be Self-generated via Step by Step: A Curriculum Learning Approach to Automated Reasoning with Large Language Models",
    author = "Luo, Kangyang  and
      Ding, Zichen  and
      Weng, Zhenmin  and
      Qiao, Lingfeng  and
      Zhao, Meng  and
      Li, Xiang  and
      Yin, Di  and
      Shu, Jinlong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.795/",
    doi = "10.18653/v1/2025.findings-acl.795",
    pages = "15343--15420",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-dadpo,
    title = "da{DPO}: Distribution-Aware {DPO} for Distilling Conversational Abilities",
    author = "Zhang, Zhengze  and
      Wang, Shiqi  and
      Shen, Yiqun  and
      Guo, Simin  and
      Lin, Dahua  and
      Wang, Xiaoliang  and
      Nguyen, Cam Tu  and
      Tan, Fei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.796/",
    doi = "10.18653/v1/2025.findings-acl.796",
    pages = "15421--15437",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ding-etal-2025-consultant,
    title = "Consultant Decoding: Yet Another Synergistic Mechanism",
    author = "Ding, Chuanghao  and
      Wang, Jiaping  and
      Yang, Ziqing  and
      Wang, Xiaoliang  and
      Lin, Dahua  and
      Nguyen, Cam-Tu  and
      Tan, Fei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.797/",
    doi = "10.18653/v1/2025.findings-acl.797",
    pages = "15438--15452",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lin-etal-2025-intellicockpitbench,
    title = "{I}ntelli{C}ockpit{B}ench: A Comprehensive Benchmark to Evaluate {VLM}s for Intelligent Cockpit",
    author = "Lin, Liang  and
      Chai, Siyuan  and
      Wu, Jiahao  and
      Hu, Hongbing  and
      Gu, Xiaotao  and
      Hu, Hao  and
      Zhang, Fan  and
      Wang, Wei  and
      Zhang, Dan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.798/",
    doi = "10.18653/v1/2025.findings-acl.798",
    pages = "15453--15475",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{elbouanani-etal-2025-analyzing,
    title = "Analyzing Political Bias in {LLM}s via Target-Oriented Sentiment Classification",
    author = "Elbouanani, Akram  and
      Dufraisse, Evan  and
      Popescu, Adrian",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.799/",
    doi = "10.18653/v1/2025.findings-acl.799",
    pages = "15476--15505",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{louis-etal-2025-pisco,
    title = "{PISCO}: Pretty Simple Compression for Retrieval-Augmented Generation",
    author = "Louis, Maxime  and
      D{\'e}jean, Herv{\'e}  and
      Clinchant, St{\'e}phane",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.800/",
    doi = "10.18653/v1/2025.findings-acl.800",
    pages = "15506--15521",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ming-etal-2025-anchorcot,
    title = "{A}nchor{C}o{T}: Anchors Pave the Way for Multi-hop Reasoning",
    author = "Ming, Tianshi  and
      Wu, Xian  and
      Zhang, Yingying  and
      Fu, Zichuan  and
      Cheng, Dawei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.801/",
    doi = "10.18653/v1/2025.findings-acl.801",
    pages = "15522--15536",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wen-etal-2025-token,
    title = "Token Pruning in Multimodal Large Language Models: Are We Solving the Right Problem?",
    author = "Wen, Zichen  and
      Gao, Yifeng  and
      Li, Weijia  and
      He, Conghui  and
      Zhang, Linfeng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.802/",
    doi = "10.18653/v1/2025.findings-acl.802",
    pages = "15537--15549",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{qin-etal-2025-federated,
    title = "Federated Data-Efficient Instruction Tuning for Large Language Models",
    author = "Qin, Zhen  and
      Wu, Zhaomin  and
      He, Bingsheng  and
      Deng, Shuiguang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.803/",
    doi = "10.18653/v1/2025.findings-acl.803",
    pages = "15550--15568",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{paci-etal-2025-want,
    title = "They want to pretend not to understand: The Limits of Current {LLM}s in Interpreting Implicit Content of Political Discourse",
    author = "Paci, Walter  and
      Panunzi, Alessandro  and
      Pezzelle, Sandro",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.804/",
    doi = "10.18653/v1/2025.findings-acl.804",
    pages = "15569--15593",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cocchieri-etal-2025-zeroner,
    title = "{Z}ero{NER}: Fueling Zero-Shot Named Entity Recognition via Entity Type Descriptions",
    author = "Cocchieri, Alessio  and
      Mart{\'i}nez Galindo, Marcos  and
      Frisoni, Giacomo  and
      Moro, Gianluca  and
      Sartori, Claudio  and
      Tagliavini, Giuseppe",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.805/",
    doi = "10.18653/v1/2025.findings-acl.805",
    pages = "15594--15616",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lee-etal-2025-large,
    title = "Do Large Language Models Have ``Emotion Neurons''? Investigating the Existence and Role",
    author = "Lee, Jaewook  and
      Lee, Woojin  and
      Kwon, Oh-Woog  and
      Kim, Harksoo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.806/",
    doi = "10.18653/v1/2025.findings-acl.806",
    pages = "15617--15639",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liang-etal-2025-grammar,
    title = "Grammar-Based Code Representation: Is It a Worthy Pursuit for {LLM}s?",
    author = "Liang, Qingyuan  and
      Zhang, Zhao  and
      Sun, Zeyu  and
      Lin, Zheng  and
      Luo, Qi  and
      Xiao, Yueyi  and
      Chen, Yizhou  and
      Zhang, Yuqun  and
      Zhang, Haotian  and
      Zhang, Lu  and
      Chen, Bin  and
      Xiong, Yingfei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.807/",
    doi = "10.18653/v1/2025.findings-acl.807",
    pages = "15640--15653",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lin-etal-2025-investigating-inference,
    title = "Investigating Inference-time Scaling for Chain of Multi-modal Thought: A Preliminary Study",
    author = "Lin, Yujie  and
      Wang, Ante  and
      Chen, Moye  and
      Liu, Jingyao  and
      Liu, Hao  and
      Su, Jinsong  and
      Xiao, Xinyan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.808/",
    doi = "10.18653/v1/2025.findings-acl.808",
    pages = "15654--15667",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-ui,
    title = "{UI}-{E}2{I}-Synth: Advancing {GUI} Grounding with Large-Scale Instruction Synthesis",
    author = "Liu, Xinyi  and
      Zhang, Xiaoyi  and
      Zhang, Ziyun  and
      Lu, Yan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.809/",
    doi = "10.18653/v1/2025.findings-acl.809",
    pages = "15668--15684",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wallat-etal-2025-study,
    title = "A Study into Investigating Temporal Robustness of {LLM}s",
    author = "Wallat, Jonas  and
      Abdallah, Abdelrahman  and
      Jatowt, Adam  and
      Anand, Avishek",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.810/",
    doi = "10.18653/v1/2025.findings-acl.810",
    pages = "15685--15705",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-toolexpnet,
    title = "{T}ool{E}xp{N}et: Optimizing Multi-Tool Selection in {LLM}s with Similarity and Dependency-Aware Experience Networks",
    author = "Zhang, Zijing  and
      Chen, Zhanpeng  and
      Zhu, He  and
      Chen, Ziyang  and
      Du, Nan  and
      Li, Xiaolong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.811/",
    doi = "10.18653/v1/2025.findings-acl.811",
    pages = "15706--15722",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lin-etal-2025-spill,
    title = "{SPILL}: Domain-Adaptive Intent Clustering based on Selection and Pooling with Large Language Models",
    author = "Lin, I-Fan  and
      Hasibi, Faegheh  and
      Verberne, Suzan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.812/",
    doi = "10.18653/v1/2025.findings-acl.812",
    pages = "15723--15737",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-far,
    title = "How Far are {LLM}s from Being Our Digital Twins? A Benchmark for Persona-Based Behavior Chain Simulation",
    author = "Li, Rui  and
      Xia, Heming  and
      Yuan, Xinfeng  and
      Dong, Qingxiu  and
      Sha, Lei  and
      Li, Wenjie  and
      Sui, Zhifang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.813/",
    doi = "10.18653/v1/2025.findings-acl.813",
    pages = "15738--15763",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{contalbo-etal-2025-gri,
    title = "{GRI}-{QA}: a Comprehensive Benchmark for Table Question Answering over Environmental Data",
    author = "Contalbo, Michele Luca  and
      Pederzoli, Sara  and
      Buono, Francesco Del  and
      Valeria, Venturelli  and
      Guerra, Francesco  and
      Paganelli, Matteo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.814/",
    doi = "10.18653/v1/2025.findings-acl.814",
    pages = "15764--15779",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lin-etal-2025-webuibench,
    title = "{W}eb{UIB}ench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in {W}eb{UI}-to-Code",
    author = "Lin, Zhiyu  and
      Zhou, Zhengda  and
      Zhao, Zhiyuan  and
      Wan, Tianrui  and
      Ma, Yilun  and
      Gao, Junyu  and
      Li, Xuelong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.815/",
    doi = "10.18653/v1/2025.findings-acl.815",
    pages = "15780--15797",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{linjiaen-etal-2025-optimizing,
    title = "Optimizing Multi-Hop Document Retrieval Through Intermediate Representations",
    author = "Lin, Jiaen  and
      Liu, Jingyu  and
      Liu, Yingbo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.816/",
    doi = "10.18653/v1/2025.findings-acl.816",
    pages = "15798--15809",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{payoungkhamdee-etal-2025-towards,
    title = "Towards Better Understanding of Program-of-Thought Reasoning in Cross-Lingual and Multilingual Environments",
    author = "Payoungkhamdee, Patomporn  and
      Tuchinda, Pume  and
      Baek, Jinheon  and
      Cahyawijaya, Samuel  and
      Udomcharoenchaikit, Can  and
      Manakul, Potsawee  and
      Limkonchotiwat, Peerat  and
      Chuangsuwanich, Ekapol  and
      Nutanong, Sarana",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.817/",
    doi = "10.18653/v1/2025.findings-acl.817",
    pages = "15810--15828",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{petukhova-kochmar-2025-fully,
    title = "A Fully Automated Pipeline for Conversational Discourse Annotation: Tree Scheme Generation and Labeling with Large Language Models",
    author = "Petukhova, Kseniia  and
      Kochmar, Ekaterina",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.818/",
    doi = "10.18653/v1/2025.findings-acl.818",
    pages = "15829--15852",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-lyu-2025-language,
    title = "Can Language Models Serve as Analogy Annotators?",
    author = "Zhang, Xiaojing  and
      Lyu, Bochen",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.819/",
    doi = "10.18653/v1/2025.findings-acl.819",
    pages = "15853--15883",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{qiu-etal-2025-reward,
    title = "Reward Generalization in {RLHF}: A Topological Perspective",
    author = "Qiu, Tianyi Alex  and
      Zeng, Fanzhi  and
      Ji, Jiaming  and
      Yan, Dong  and
      Wang, Kaile  and
      Zhou, Jiayi  and
      Han, Yang  and
      Dai, Josef  and
      Pan, Xuehai  and
      Yang, Yaodong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.820/",
    doi = "10.18653/v1/2025.findings-acl.820",
    pages = "15884--15930",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{bu-etal-2025-enhanced,
    title = "Enhanced Data Synthesis for {LLM} through Reasoning Structures Generated by Hierarchical {GF}low{N}et",
    author = "Bu, Tianpeng  and
      Zhang, Minying  and
      Duan, Hongtao  and
      Li, Shurui  and
      Hu, Lulu  and
      Li, Yu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.821/",
    doi = "10.18653/v1/2025.findings-acl.821",
    pages = "15931--15958",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gu-etal-2025-capturing,
    title = "Capturing Nuanced Preferences: Preference-Aligned Distillation for Small Language Models",
    author = "Gu, Yanggan  and
      Li, Junzhuo  and
      Huang, Sirui  and
      Zou, Xin  and
      Li, Zhenghua  and
      Hu, Xuming",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.822/",
    doi = "10.18653/v1/2025.findings-acl.822",
    pages = "15959--15973",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-token,
    title = "Token-level Preference Self-Alignment Optimization for Multi-style Outline Controllable Generation",
    author = "Li, Zihao  and
      Xu, Xuekong  and
      Chen, Ziyao  and
      Zou, Lixin  and
      Wu, Haijun  and
      Chen, Qiang  and
      Li, Chenliang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.823/",
    doi = "10.18653/v1/2025.findings-acl.823",
    pages = "15974--16007",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{rizwan-etal-2025-hateprism,
    title = "{H}ate{PRISM}: Policies, Platforms, and Research Integration. Advancing {NLP} for Hate Speech Proactive Mitigation",
    author = "Rizwan, Naquee  and
      Yimam, Seid Muhie  and
      Dementieva, Daryna  and
      Skupin, Dr. Florian  and
      Fischer, Tim  and
      Moskovskiy, Daniil  and
      Borkar, Aarushi Ajay  and
      Geislinger, Robert  and
      Saha, Punyajoy  and
      Roy, Sarthak  and
      Semmann, Martin  and
      Panchenko, Alexander  and
      Biemann, Chris  and
      Mukherjee, Animesh",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.824/",
    doi = "10.18653/v1/2025.findings-acl.824",
    pages = "16008--16022",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{rajaee-etal-2025-local,
    title = "Local Look-Ahead Guidance via Verifier-in-the-Loop for Automated Theorem Proving",
    author = "Rajaee, Sara  and
      Pratik, Kumar  and
      Cesa, Gabriele  and
      Behboodi, Arash",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.825/",
    doi = "10.18653/v1/2025.findings-acl.825",
    pages = "16023--16040",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{qi-etal-2025-generalizable,
    title = "Generalizable Cross-Lingual Cognitive Distortion Detection with Standardized Annotations and Multi-Task Learning",
    author = "Qi, Hongzhi  and
      Bai, Nan  and
      Li, Jianqiang  and
      Zhai, Wei  and
      Zhao, Qing  and
      Gao, Qi  and
      Yang, Bing Xiang  and
      Fu, Guanghui",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.826/",
    doi = "10.18653/v1/2025.findings-acl.826",
    pages = "16041--16051",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{fierro-etal-2025-multilingual,
    title = "How Do Multilingual Language Models Remember Facts?",
    author = "Fierro, Constanza  and
      Foroutan, Negar  and
      Elliott, Desmond  and
      S{\o}gaard, Anders",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.827/",
    doi = "10.18653/v1/2025.findings-acl.827",
    pages = "16052--16106",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xu-etal-2025-seqpo,
    title = "{S}eq{PO}-{S}i{MT}: Sequential Policy Optimization for Simultaneous Machine Translation",
    author = "Xu, Ting  and
      Huang, Zhichao  and
      Sun, Jiankai  and
      Cheng, Shanbo  and
      Lam, Wai",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.828/",
    doi = "10.18653/v1/2025.findings-acl.828",
    pages = "16107--16123",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tsutsumi-jinnai-2025-large,
    title = "Do Large Language Models Know Folktales? A Case Study of Yokai in {J}apanese Folktales",
    author = "Tsutsumi, Ayuto  and
      Jinnai, Yuu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.829/",
    doi = "10.18653/v1/2025.findings-acl.829",
    pages = "16124--16146",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{luan-etal-2025-bose,
    title = "{BOSE}: A Systematic Evaluation Method Optimized for Base Models",
    author = "Luan, Hongzhi  and
      Tian, Changxin  and
      Huan, Zhaoxin  and
      Zhang, Xiaolu  and
      Chen, Kunlong  and
      Zhang, Zhiqiang  and
      Zhou, Jun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.830/",
    doi = "10.18653/v1/2025.findings-acl.830",
    pages = "16147--16158",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sun-etal-2025-dpga,
    title = "{DPGA}-{T}ext{S}yn: Differentially Private Genetic Algorithm for Synthetic Text Generation",
    author = "Sun, Zhonghao  and
      Tian, Zhiliang  and
      Song, Yiping  and
      Si, Yuyi  and
      Zhang, Juhua  and
      Huang, Minlie  and
      Lu, Kai  and
      Xiong, Zeyu  and
      Liu, Xinwang  and
      Li, Dongsheng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.831/",
    doi = "10.18653/v1/2025.findings-acl.831",
    pages = "16159--16179",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lee-etal-2025-semantic-aware,
    title = "Semantic Aware Linear Transfer by Recycling Pre-trained Language Models for Cross-lingual Transfer",
    author = "Lee, Seungyoon  and
      Hong, Seongtae  and
      Moon, Hyeonseok  and
      Lim, Heuiseok",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.832/",
    doi = "10.18653/v1/2025.findings-acl.832",
    pages = "16180--16193",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{du-etal-2025-boost,
    title = "Boost, Disentangle, and Customize: A Robust System2-to-System1 Pipeline for Code Generation",
    author = "Du, Kounianhua  and
      Wang, Hanjing  and
      Liu, Jianxing  and
      Chen, Jizheng  and
      Dai, Xinyi  and
      Wang, Yasheng  and
      Tang, Ruiming  and
      Yu, Yong  and
      Wang, Jun  and
      Zhang, Weinan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.833/",
    doi = "10.18653/v1/2025.findings-acl.833",
    pages = "16194--16204",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-consistency,
    title = "On the Consistency of Commonsense in Large Language Models",
    author = "Li, Guozheng  and
      Wang, Peng  and
      Ke, Wenjun  and
      Xu, Zijie  and
      Liu, Jiajun  and
      Shang, Ziyu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.834/",
    doi = "10.18653/v1/2025.findings-acl.834",
    pages = "16205--16225",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{elshabrawy-etal-2025-statement,
    title = "Statement-Tuning Enables Efficient Cross-lingual Generalization in Encoder-only Models",
    author = "Elshabrawy, Ahmed  and
      Nguyen, Thanh-Nhi  and
      Kang, Yeeun  and
      Feng, Lihan  and
      Jain, Annant  and
      Shaikh, Faadil Abdullah  and
      Mansurov, Jonibek  and
      Imam, Mohamed Fazli Mohamed  and
      Ortiz-Barajas, Jesus-German  and
      Chevi, Rendi  and
      Aji, Alham Fikri",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.835/",
    doi = "10.18653/v1/2025.findings-acl.835",
    pages = "16226--16248",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cruz-etal-2025-evaluating,
    title = "Evaluating Large Language Models for Confidence-based Check Set Selection",
    author = "dela Cruz, Jane Arleth  and
      Hendrickx, Iris  and
      Larson, Martha",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.836/",
    doi = "10.18653/v1/2025.findings-acl.836",
    pages = "16249--16265",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hromei-etal-2025-training,
    title = "Training Multi-Modal {LLM}s through Dialogue Planning for {HRI}",
    author = "Hromei, Claudiu Daniel  and
      Borazio, Federico  and
      Sensi, Andrea  and
      Passone, Elisa  and
      Croce, Danilo  and
      Basili, Roberto",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.837/",
    doi = "10.18653/v1/2025.findings-acl.837",
    pages = "16266--16284",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{schmidt-etal-2025-mvl,
    title = "{MVL}-{SIB}: A Massively Multilingual Vision-Language Benchmark for Cross-Modal Topical Matching",
    author = "Schmidt, Fabian David  and
      Schneider, Florian  and
      Biemann, Chris  and
      Glava{\v{s}}, Goran",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.838/",
    doi = "10.18653/v1/2025.findings-acl.838",
    pages = "16285--16312",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tang-etal-2025-rise,
    title = "The Rise of Darkness: Safety-Utility Trade-Offs in Role-Playing Dialogue Agents",
    author = "Tang, Yihong  and
      Chen, Kehai  and
      Bai, Xuefeng  and
      Niu, Zheng-Yu  and
      Wang, Bo  and
      Liu, Jie  and
      Zhang, Min",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.839/",
    doi = "10.18653/v1/2025.findings-acl.839",
    pages = "16313--16337",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-syngraph,
    title = "{S}yn{G}raph: A Dynamic Graph-{LLM} Synthesis Framework for Sparse Streaming User Sentiment Modeling",
    author = "Zhang, Xin  and
      Wei, Qiyu  and
      Zhu, Yingjie  and
      Zhang, Linhai  and
      Zhou, Deyu  and
      Ananiadou, Sophia",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.840/",
    doi = "10.18653/v1/2025.findings-acl.840",
    pages = "16338--16356",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cui-etal-2025-enhancing-tool,
    title = "Enhancing Tool Learning in Large Language Models with Hierarchical Error Checklists",
    author = "Cui, Yue  and
      Yao, Liuyi  and
      Tao, Shuchang  and
      Shi, Weijie  and
      Li, Yaliang  and
      Ding, Bolin  and
      Zhou, Xiaofang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.841/",
    doi = "10.18653/v1/2025.findings-acl.841",
    pages = "16357--16375",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{elmadani-etal-2025-large,
    title = "A Large and Balanced Corpus for Fine-grained {A}rabic Readability Assessment",
    author = "Elmadani, Khalid N.  and
      Habash, Nizar  and
      Taha-Thomure, Hanada",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.842/",
    doi = "10.18653/v1/2025.findings-acl.842",
    pages = "16376--16400",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-medical,
    title = "Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data?",
    author = "Liu, Che  and
      Wan, Zhongwei  and
      Wang, Haozhe  and
      Chen, Yinda  and
      Qaiser, Talha  and
      Jin, Chen  and
      Burlutskiy, Nikolay  and
      Yousefi, Fariba  and
      Arcucci, Rossella",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.843/",
    doi = "10.18653/v1/2025.findings-acl.843",
    pages = "16401--16421",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gu-etal-2025-see,
    title = "See the World, Discover Knowledge: A {C}hinese Factuality Evaluation for Large Vision Language Models",
    author = "Gu, Jihao  and
      Wang, Yingyao  and
      Bu, Pi  and
      Wang, Chen  and
      Wang, Ziming  and
      Song, Tengtao  and
      Wei, Donglai  and
      Yuan, Jiale  and
      Zhao, Yingxiu  and
      He, Yancheng  and
      Li, Shilong  and
      Liu, Jiaheng  and
      Cao, Meng  and
      Song, Jun  and
      Tan, Yingshui  and
      Li, Xiang  and
      Su, Wenbo  and
      Zhu, Xiaoyong  and
      Zheng, Bo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.844/",
    doi = "10.18653/v1/2025.findings-acl.844",
    pages = "16422--16447",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-argus,
    title = "Argus: Benchmarking and Enhancing Vision-Language Models for 3{D} Radiology Report Generation",
    author = "Liu, Che  and
      Wan, Zhongwei  and
      Wang, Yuqi  and
      Shen, Hui  and
      Wang, Haozhe  and
      Zheng, Kangyu  and
      Zhang, Mi  and
      Arcucci, Rossella",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.845/",
    doi = "10.18653/v1/2025.findings-acl.845",
    pages = "16448--16460",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ji-etal-2025-resource,
    title = "Resource-Friendly Dynamic Enhancement Chain for Multi-Hop Question Answering",
    author = "Ji, Binquan  and
      Luo, Haibo  and
      Lu, Yifei  and
      Hei, Lei  and
      Wang, Jiaqi  and
      Liao, Tingjing  and
      Wang, Lingyu  and
      Wang, Shichao  and
      Ren, Feiliang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.846/",
    doi = "10.18653/v1/2025.findings-acl.846",
    pages = "16461--16479",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{qi-etal-2025-evaluating,
    title = "Evaluating {LLM}s' Assessment of Mixed-Context Hallucination Through the Lens of Summarization",
    author = "Qi, Siya  and
      Cao, Rui  and
      He, Yulan  and
      Yuan, Zheng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.847/",
    doi = "10.18653/v1/2025.findings-acl.847",
    pages = "16480--16503",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{he-etal-2025-tuba,
    title = "{TUBA}: Cross-Lingual Transferability of Backdoor Attacks in {LLM}s with Instruction Tuning",
    author = "He, Xuanli  and
      Wang, Jun  and
      Xu, Qiongkai  and
      Minervini, Pasquale  and
      Stenetorp, Pontus  and
      Rubinstein, Benjamin I. P.  and
      Cohn, Trevor",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.848/",
    doi = "10.18653/v1/2025.findings-acl.848",
    pages = "16504--16544",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gottesman-etal-2025-eliciting,
    title = "Eliciting Textual Descriptions from Representations of Continuous Prompts",
    author = "Ramati, Dana  and
      Gottesman, Daniela  and
      Geva, Mor",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.849/",
    doi = "10.18653/v1/2025.findings-acl.849",
    pages = "16545--16562",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{fu-etal-2025-mitigating,
    title = "Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization",
    author = "Fu, Yuhan  and
      Xie, Ruobing  and
      Sun, Xingwu  and
      Kang, Zhanhui  and
      Li, Xirong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.850/",
    doi = "10.18653/v1/2025.findings-acl.850",
    pages = "16563--16577",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wu-etal-2025-review,
    title = "Review-Instruct: A Review-Driven Multi-Turn Conversations Generation Method for Large Language Models",
    author = "Wu, Jiangxu  and
      Wang, Cong  and
      Su, TianHuang  and
      Yang, Jun  and
      Lin, Haozhi  and
      Zhang, Chao  and
      Peng, Ming  and
      Shi, Kai  and
      Yang, SongPan  and
      Pan, BinQiang  and
      Li, ZiXian",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.851/",
    doi = "10.18653/v1/2025.findings-acl.851",
    pages = "16578--16595",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{soudani-etal-2025-uncertainty,
    title = "Why Uncertainty Estimation Methods Fall Short in {RAG}: An Axiomatic Analysis",
    author = "Soudani, Heydar  and
      Kanoulas, Evangelos  and
      Hasibi, Faegheh",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.852/",
    doi = "10.18653/v1/2025.findings-acl.852",
    pages = "16596--16616",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{russo-etal-2025-euroverdict,
    title = "{E}uro{V}erdict: A Multilingual Dataset for Verdict Generation Against Misinformation",
    author = "Russo, Daniel  and
      Sadeghi, Fariba  and
      Menini, Stefano  and
      Guerini, Marco",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.853/",
    doi = "10.18653/v1/2025.findings-acl.853",
    pages = "16617--16634",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{simon-etal-2025-lofti,
    title = "{L}o{FTI}: Localization and Factuality Transfer to {I}ndian Locales",
    author = "Simon, Sona Elza  and
      Mondal, Soumen Kumar  and
      Singhania, Abhishek  and
      Sen, Sayambhu  and
      Jyothi, Preethi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.854/",
    doi = "10.18653/v1/2025.findings-acl.854",
    pages = "16635--16662",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{choe-etal-2025-hierarchical,
    title = "Hierarchical Retrieval with Evidence Curation for Open-Domain Financial Question Answering on Standardized Documents",
    author = "Choe, Jaeyoung  and
      Kim, Jihoon  and
      Jung, Woohwan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.855/",
    doi = "10.18653/v1/2025.findings-acl.855",
    pages = "16663--16681",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{mavromatis-karypis-2025-gnn,
    title = "{GNN}-{RAG}: Graph Neural Retrieval for Efficient Large Language Model Reasoning on Knowledge Graphs",
    author = "Mavromatis, Costas  and
      Karypis, George",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.856/",
    doi = "10.18653/v1/2025.findings-acl.856",
    pages = "16682--16699",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{he-etal-2025-astrid,
    title = "{ASTRID} - An Automated and Scalable {TRI}a{D} for the Evaluation of {RAG}-based Clinical Question Answering Systems",
    author = "He, Yajie Vera  and
      Chowdhury, Mohita  and
      Joselowitz, Jared  and
      Higham, Aisling  and
      Lim, Ernest",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.857/",
    doi = "10.18653/v1/2025.findings-acl.857",
    pages = "16700--16716",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sakata-etal-2025-entity,
    title = "On Entity Identification in Language Models",
    author = "Sakata, Masaki  and
      Heinzerling, Benjamin  and
      Yokoi, Sho  and
      Ito, Takumi  and
      Inui, Kentaro",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.858/",
    doi = "10.18653/v1/2025.findings-acl.858",
    pages = "16717--16741",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gu-etal-2025-rapid,
    title = "{RAPID}: Efficient Retrieval-Augmented Long Text Generation with Writing Planning and Information Discovery",
    author = "Gu, Hongchao  and
      Li, Dexun  and
      Dong, Kuicai  and
      Zhang, Hao  and
      Lv, Hang  and
      Wang, Hao  and
      Lian, Defu  and
      Liu, Yong  and
      Chen, Enhong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.859/",
    doi = "10.18653/v1/2025.findings-acl.859",
    pages = "16742--16763",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ghaddar-etal-2025-charpeval,
    title = "{CHARPEVAL}: Benchmarking Large Language Models' Contextual Reasoning in Knowledge-Grounded Dialogue",
    author = "Ghaddar, Abbas  and
      Alfonso-Hermelo, David  and
      Langlais, Philippe  and
      Chen, Boxing  and
      Parthasarathi, Prasanna",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.860/",
    doi = "10.18653/v1/2025.findings-acl.860",
    pages = "16764--16775",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{abootorabi-etal-2025-ask,
    title = "Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation",
    author = "Abootorabi, Mohammad Mahdi  and
      Zobeiri, Amirhosein  and
      Dehghani, Mahdi  and
      Mohammadkhani, Mohammadali  and
      Mohammadi, Bardia  and
      Ghahroodi, Omid  and
      Baghshah, Mahdieh Soleymani  and
      Asgari, Ehsaneddin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.861/",
    doi = "10.18653/v1/2025.findings-acl.861",
    pages = "16776--16809",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-xiong-2025-debate4math,
    title = "{D}ebate4{MATH}: Multi-Agent Debate for Fine-Grained Reasoning in Math",
    author = "Zhang, Shaowei  and
      Xiong, Deyi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.862/",
    doi = "10.18653/v1/2025.findings-acl.862",
    pages = "16810--16824",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{saparina-lapata-2025-disambiguate,
    title = "Disambiguate First, Parse Later: Generating Interpretations for Ambiguity Resolution in Semantic Parsing",
    author = "Saparina, Irina  and
      Lapata, Mirella",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.863/",
    doi = "10.18653/v1/2025.findings-acl.863",
    pages = "16825--16839",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{beckh-etal-2025-anatomy,
    title = "The Anatomy of Evidence: An Investigation Into Explainable {ICD} Coding",
    author = "Beckh, Katharina  and
      Studeny, Elisa  and
      Gannamaneni, Sujan Sai  and
      Antweiler, Dario  and
      Rueping, Stefan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.864/",
    doi = "10.18653/v1/2025.findings-acl.864",
    pages = "16840--16851",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lan-etal-2025-avg,
    title = "{AVG}-{LL}a{VA}: An Efficient Large Multimodal Model with Adaptive Visual Granularity",
    author = "Lan, Zhibin  and
      Niu, Liqiang  and
      Meng, Fandong  and
      Li, Wenbo  and
      Zhou, Jie  and
      Su, Jinsong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.865/",
    doi = "10.18653/v1/2025.findings-acl.865",
    pages = "16852--16869",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-word,
    title = "Word Form Matters: {LLM}s' Semantic Reconstruction under Typoglycemia",
    author = "Wang, Chenxi  and
      Gu, Tianle  and
      Wei, Zhongyu  and
      Gao, Lang  and
      Song, Zirui  and
      Chen, Xiuying",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.866/",
    doi = "10.18653/v1/2025.findings-acl.866",
    pages = "16870--16885",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-llm-based,
    title = "{LLM}-based Translation Inference with Iterative Bilingual Understanding",
    author = "Chen, Andong  and
      Chen, Kehai  and
      Xiang, Yang  and
      Bai, Xuefeng  and
      Yang, Muyun  and
      Feng, Yang  and
      Zhao, Tiejun  and
      Zhang, Min",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.867/",
    doi = "10.18653/v1/2025.findings-acl.867",
    pages = "16886--16902",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wu-etal-2025-vulnerability,
    title = "Vulnerability of Text-to-Image Models to Prompt Template Stealing: A Differential Evolution Approach",
    author = "Wu, Yurong  and
      Mu, Fangwen  and
      Zhang, Qiuhong  and
      Zhao, Jinjing  and
      Xu, Xinrun  and
      Mei, Lingrui  and
      Wu, Yang  and
      Shi, Lin  and
      Wang, Junjie  and
      Ding, Zhiming  and
      Wang, Yiwei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.868/",
    doi = "10.18653/v1/2025.findings-acl.868",
    pages = "16903--16916",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{qiu-etal-2025-mstyledistance,
    title = "m{S}tyle{D}istance: Multilingual Style Embeddings and their Evaluation",
    author = "Qiu, Justin  and
      Zhu, Jiacheng  and
      Patel, Ajay  and
      Apidianaki, Marianna  and
      Callison-Burch, Chris",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.869/",
    doi = "10.18653/v1/2025.findings-acl.869",
    pages = "16917--16931",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{qiao-etal-2025-seqmmr,
    title = "{S}eq{MMR}: Sequential Model Merging and {LLM} Routing for Enhanced Batched Sequential Knowledge Editing",
    author = "Qiao, Shanbao  and
      Liu, Xuebing  and
      Gupta, Akshat  and
      Na, Seung-Hoon",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.870/",
    doi = "10.18653/v1/2025.findings-acl.870",
    pages = "16932--16947",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-reflectevo,
    title = "{R}eflect{E}vo: Improving Meta Introspection of Small {LLM}s by Learning Self-Reflection",
    author = "Li, Jiaqi  and
      Dong, Xinyi  and
      Liu, Yang  and
      Yang, Zhizhuo  and
      Wang, Quansen  and
      Wang, Xiaobo  and
      Zhu, Song-Chun  and
      Jia, Zixia  and
      Zheng, Zilong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.871/",
    doi = "10.18653/v1/2025.findings-acl.871",
    pages = "16948--16966",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yang-etal-2025-magic,
    title = "{MAGIC}-{VQA}: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering",
    author = "Yang, Shuo  and
      Han, Caren  and
      Luo, Siwen  and
      Hovy, Eduard",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.872/",
    doi = "10.18653/v1/2025.findings-acl.872",
    pages = "16967--16986",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{na-etal-2025-automatic,
    title = "Automatic Transmission for {LLM} Tiers: Optimizing Cost and Accuracy in Large Language Models",
    author = "Na, Injae  and
      Noh, Keonwoong  and
      Jung, Woohwan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.873/",
    doi = "10.18653/v1/2025.findings-acl.873",
    pages = "16987--17004",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhong-etal-2025-low,
    title = "Low-Rank Interconnected Adaptation across Layers",
    author = "Zhong, Yibo  and
      Zhao, Jinman  and
      Zhou, Yao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.874/",
    doi = "10.18653/v1/2025.findings-acl.874",
    pages = "17005--17029",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sorodoc-etal-2025-garage,
    title = "{G}a{RAG}e: A Benchmark with Grounding Annotations for {RAG} Evaluation",
    author = "Sorodoc, Ionut Teodor  and
      Ribeiro, Leonardo F. R.  and
      Blloshmi, Rexhina  and
      Davis, Christopher  and
      de Gispert, Adri{\`a}",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.875/",
    doi = "10.18653/v1/2025.findings-acl.875",
    pages = "17030--17049",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-change,
    title = "Change Entity-guided Heterogeneous Representation Disentangling for Change Captioning",
    author = "Li, Yi  and
      Tu, Yunbin  and
      Li, Liang  and
      Su, Li  and
      Huang, Qingming",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.876/",
    doi = "10.18653/v1/2025.findings-acl.876",
    pages = "17050--17060",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jin-etal-2025-rag,
    title = "{RAG}-{R}eward{B}ench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment",
    author = "Jin, Zhuoran  and
      Yuan, Hongbang  and
      Men, Tianyi  and
      Cao, Pengfei  and
      Chen, Yubo  and
      Xu, Jiexin  and
      Li, Huaijun  and
      Jiang, Xiaojian  and
      Liu, Kang  and
      Zhao, Jun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.877/",
    doi = "10.18653/v1/2025.findings-acl.877",
    pages = "17061--17090",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-generate,
    title = "Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution",
    author = "Li, Kun  and
      Zhang, Tianhua  and
      Li, Yunxiang  and
      Luo, Hongyin  and
      Moustafa, Abdalla Mohamed Salama Sayed  and
      Wu, Xixin  and
      Glass, James R.  and
      Meng, Helen M.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.878/",
    doi = "10.18653/v1/2025.findings-acl.878",
    pages = "17091--17105",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sousa-lopes-cardoso-2025-pam,
    title = "{PAM}: Paraphrase {AMR}-Centric Evaluation Metric",
    author = "Sousa, Afonso  and
      Lopes Cardoso, Henrique",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.879/",
    doi = "10.18653/v1/2025.findings-acl.879",
    pages = "17106--17121",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{mi-etal-2025-vp,
    title = "{VP}-{MEL}: Visual Prompts Guided Multimodal Entity Linking",
    author = "Mi, Hongze  and
      Li, Jinyuan  and
      Zhang, Xuying  and
      Cheng, Haoran  and
      Wang, Jiahao  and
      Sun, Di  and
      Pan, Gang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.880/",
    doi = "10.18653/v1/2025.findings-acl.880",
    pages = "17122--17137",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{puri-etal-2025-fade,
    title = "{FADE}: Why Bad Descriptions Happen to Good Features",
    author = "Puri, Bruno  and
      Jain, Aakriti  and
      Golimblevskaia, Elena  and
      Kahardipraja, Patrick  and
      Wiegand, Thomas  and
      Samek, Wojciech  and
      Lapuschkin, Sebastian",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.881/",
    doi = "10.18653/v1/2025.findings-acl.881",
    pages = "17138--17160",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{mosolova-etal-2025-llm,
    title = "In the {LLM} era, Word Sense Induction remains unsolved",
    author = "Mosolova, Anna  and
      Candito, Marie  and
      Ramisch, Carlos",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.882/",
    doi = "10.18653/v1/2025.findings-acl.882",
    pages = "17161--17178",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{helwe-etal-2025-navigating,
    title = "Navigating the Political Compass: Evaluating Multilingual {LLM}s across Languages and Nationalities",
    author = "Helwe, Chadi  and
      Balalau, Oana  and
      Ceolin, Davide",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.883/",
    doi = "10.18653/v1/2025.findings-acl.883",
    pages = "17179--17204",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yang-etal-2025-withstand,
    title = "Who Can Withstand Chat-Audio Attacks? An Evaluation Benchmark for Large Audio-Language Models",
    author = "Yang, Wanqi  and
      Li, Yanda  and
      Fang, Meng  and
      Wei, Yunchao  and
      Chen, Ling",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.884/",
    doi = "10.18653/v1/2025.findings-acl.884",
    pages = "17205--17220",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yi-etal-2025-beyond,
    title = "Beyond the Tip of Efficiency: Uncovering the Submerged Threats of Jailbreak Attacks in Small Language Models",
    author = "Yi, Sibo  and
      Cong, Tianshuo  and
      He, Xinlei  and
      Li, Qi  and
      Song, Jiaxing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.885/",
    doi = "10.18653/v1/2025.findings-acl.885",
    pages = "17221--17234",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-emrs2csp,
    title = "{EMR}s2{CSP} : Mining Clinical Status Pathway from Electronic Medical Records",
    author = "Chen, Yifei  and
      Hou, Ruihui  and
      Liu, Jingping  and
      Ruan, Tong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.886/",
    doi = "10.18653/v1/2025.findings-acl.886",
    pages = "17235--17251",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{shen-etal-2025-law,
    title = "A Law Reasoning Benchmark for {LLM} with Tree-Organized Structures including Factum Probandum, Evidence and Experiences",
    author = "Shen, Jiaxin  and
      Xu, Jinan  and
      Hu, Huiqi  and
      Lin, Luyi  and
      Ma, Guoyang  and
      Zheng, Fei  and
      Meng, Fandong  and
      Zhou, Jie  and
      Han, Wenjuan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.887/",
    doi = "10.18653/v1/2025.findings-acl.887",
    pages = "17252--17274",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-libra,
    title = "Libra: Leveraging Temporal Images for Biomedical Radiology Analysis",
    author = "Zhang, Xi  and
      Meng, Zaiqiao  and
      Lever, Jake  and
      Ho, Edmond S. L.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.888/",
    doi = "10.18653/v1/2025.findings-acl.888",
    pages = "17275--17303",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tomar-etal-2025-stereotype,
    title = "Stereotype Detection as a Catalyst for Enhanced Bias Detection: A Multi-Task Learning Approach",
    author = "Tomar, Aditya  and
      Murthy, Rudra  and
      Bhattacharyya, Pushpak",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.889/",
    doi = "10.18653/v1/2025.findings-acl.889",
    pages = "17304--17317",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{momen-etal-2025-filling,
    title = "Filling the Temporal Void: Recovering Missing Publication Years in the {P}roject {G}utenberg Corpus Using {LLM}s",
    author = "Momen, Omar  and
      Schaaf, Manuel  and
      Mehler, Alexander",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.890/",
    doi = "10.18653/v1/2025.findings-acl.890",
    pages = "17318--17334",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{miliani-etal-2025-explica,
    title = "{E}xpli{C}a: Evaluating Explicit Causal Reasoning in Large Language Models",
    author = "Miliani, Martina  and
      Auriemma, Serena  and
      Bondielli, Alessandro  and
      Chersoni, Emmanuele  and
      Passaro, Lucia  and
      Sucameli, Irene  and
      Lenci, Alessandro",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.891/",
    doi = "10.18653/v1/2025.findings-acl.891",
    pages = "17335--17355",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{moudjari-benamara-2025-dialects,
    title = "Are Dialects Better Prompters? A Case Study on {A}rabic Subjective Text Classification",
    author = "Moudjari, Leila  and
      Benamara, Farah",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.892/",
    doi = "10.18653/v1/2025.findings-acl.892",
    pages = "17356--17371",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{shi-etal-2025-natural,
    title = "Natural Logic at the Core: Dynamic Rewards for Entailment Tree Generation",
    author = "Shi, Jihao  and
      Ding, Xiao  and
      Xiong, Kai  and
      Zhao, Hengwei  and
      Qin, Bing  and
      Liu, Ting",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.893/",
    doi = "10.18653/v1/2025.findings-acl.893",
    pages = "17372--17382",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{meng-etal-2025-r,
    title = "{R}.{R}.: Unveiling {LLM} Training Privacy through Recollection and Ranking",
    author = "Meng, Wenlong  and
      Zhenyuan, Guo  and
      Wu, Lenan  and
      Gong, Chen  and
      Liu, Wenyan  and
      Li, Weixian  and
      Wei, Chengkun  and
      Chen, Wenzhi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.894/",
    doi = "10.18653/v1/2025.findings-acl.894",
    pages = "17383--17397",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{guo-etal-2025-nested,
    title = "Nested-Refinement Metamorphosis: Reflective Evolution for Efficient Optimization of Networking Problems",
    author = "Guo, Shuhan  and
      Yin, Nan  and
      Kwok, James  and
      Yao, Quanming",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.895/",
    doi = "10.18653/v1/2025.findings-acl.895",
    pages = "17398--17429",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-mc,
    title = "{MC}-{MKE}: A Fine-Grained Multimodal Knowledge Editing Benchmark Emphasizing Modality Consistency",
    author = "Zhang, Junzhe  and
      Zhang, Huixuan  and
      Yin, Xunjian  and
      Huang, Baizhou  and
      Zhang, Xu  and
      Hu, Xinyu  and
      Wan, Xiaojun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.896/",
    doi = "10.18653/v1/2025.findings-acl.896",
    pages = "17430--17445",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{galatolo-etal-2025-visualising,
    title = "Visualising Policy-Reward Interplay to Inform Zeroth-Order Preference Optimisation of Large Language Models",
    author = "Galatolo, Alessio  and
      Dai, Zhenbang  and
      Winkle, Katie  and
      Beloucif, Meriem",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.897/",
    doi = "10.18653/v1/2025.findings-acl.897",
    pages = "17446--17461",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sanchez-bayona-agerri-2025-metaphor,
    title = "Metaphor and Large Language Models: When Surface Features Matter More than Deep Understanding",
    author = "Sanchez-Bayona, Elisa  and
      Agerri, Rodrigo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.898/",
    doi = "10.18653/v1/2025.findings-acl.898",
    pages = "17462--17477",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ki-etal-2025-askqe,
    title = "{A}sk{QE}: Question Answering as Automatic Evaluation for Machine Translation",
    author = "Ki, Dayeon  and
      Duh, Kevin  and
      Carpuat, Marine",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.899/",
    doi = "10.18653/v1/2025.findings-acl.899",
    pages = "17478--17515",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{salemi-etal-2025-expert,
    title = "{E}x{P}er{T}: Effective and Explainable Evaluation of Personalized Long-Form Text Generation",
    author = "Salemi, Alireza  and
      Killingback, Julian  and
      Zamani, Hamed",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.900/",
    doi = "10.18653/v1/2025.findings-acl.900",
    pages = "17516--17532",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-bridging,
    title = "Bridging Intuitive Associations and Deliberate Recall: Empowering {LLM} Personal Assistant with Graph-Structured Long-term Memory",
    author = "Zhang, Yujie  and
      Yuan, Weikang  and
      Jiang, Zhuoren",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.901/",
    doi = "10.18653/v1/2025.findings-acl.901",
    pages = "17533--17547",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhou-etal-2025-graph,
    title = "Each graph is a new language: Graph Learning with {LLM}s",
    author = "Zhou, Huachi  and
      Du, Jiahe  and
      Zhou, Chuang  and
      Yang, Chang  and
      Xiao, Yilin  and
      Xie, Yuxuan  and
      Huang, Xiao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.902/",
    doi = "10.18653/v1/2025.findings-acl.902",
    pages = "17548--17559",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yang-etal-2025-100,
    title = "100-{L}ong{B}ench: Are de facto Long-Context Benchmarks Literally Evaluating Long-Context Ability?",
    author = "Yang, Van  and
      Jin, Hongye  and
      Zhong, Shaochen  and
      Jiang, Song  and
      Wang, Qifan  and
      Chaudhary, Vipin  and
      Han, Xiaotian",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.903/",
    doi = "10.18653/v1/2025.findings-acl.903",
    pages = "17560--17576",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yu-etal-2025-multimodal,
    title = "Multimodal Fusion and Coherence Modeling for Video Topic Segmentation",
    author = "Yu, Hai  and
      Deng, Chong  and
      Zhang, Qinglin  and
      Liu, Jiaqing  and
      Chen, Qian  and
      Wang, Wen",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.904/",
    doi = "10.18653/v1/2025.findings-acl.904",
    pages = "17577--17593",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-llms-capable,
    title = "Are Your {LLM}s Capable of Stable Reasoning?",
    author = "Liu, Junnan  and
      Liu, Hongwei  and
      Xiao, Linchen  and
      Wang, Ziyi  and
      Liu, Kuikun  and
      Gao, Songyang  and
      Zhang, Wenwei  and
      Zhang, Songyang  and
      Chen, Kai",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.905/",
    doi = "10.18653/v1/2025.findings-acl.905",
    pages = "17594--17632",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhu-etal-2025-fanno,
    title = "{FANNO}: Augmenting High-Quality Instruction Data with Open-Sourced {LLM}s Only",
    author = "Zhu, He  and
      Ding, Yifan  and
      Tao, Yicheng  and
      Ruan, Zhiwen  and
      Li, Yixia  and
      Zhang, Wenjia  and
      Chen, Yun  and
      Chen, Guanhua",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.906/",
    doi = "10.18653/v1/2025.findings-acl.906",
    pages = "17633--17653",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xia-etal-2025-jebs,
    title = "{JEBS}: A Fine-grained Biomedical Lexical Simplification Task",
    author = "Xia, William  and
      Unde, Ishita  and
      Ondov, Brian David  and
      Demner-Fushman, Dina",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.907/",
    doi = "10.18653/v1/2025.findings-acl.907",
    pages = "17654--17666",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{welz-etal-2025-multi,
    title = "Multi-Hop Reasoning for Question Answering with Hyperbolic Representations",
    author = "Welz, Simon  and
      Flek, Lucie  and
      Karimi, Akbar",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.908/",
    doi = "10.18653/v1/2025.findings-acl.908",
    pages = "17667--17679",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kim-etal-2025-look,
    title = "Look {\&} Mark: Leveraging Radiologist Eye Fixations and Bounding boxes in Multimodal Large Language Models for Chest {X}-ray Report Generation",
    author = "Kim, Yunsoo  and
      Wu, Jinge  and
      Kim, Su Hwan  and
      Vasudev, Pardeep  and
      Shen, Jiashu  and
      Wu, Honghan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.909/",
    doi = "10.18653/v1/2025.findings-acl.909",
    pages = "17680--17694",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{di-bonaventura-etal-2025-hatevolution,
    title = "Hatevolution: What Static Benchmarks Don{'}t Tell Us",
    author = "Di Bonaventura, Chiara  and
      McGillivray, Barbara  and
      He, Yulan  and
      Mero{\~n}o-Pe{\~n}uela, Albert",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.910/",
    doi = "10.18653/v1/2025.findings-acl.910",
    pages = "17695--17707",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhu-etal-2025-tag,
    title = "Tag-Instruct: Controlled Instruction Complexity Enhancement through Structure-based Augmentation",
    author = "Zhu, He  and
      Ruan, Zhiwen  and
      Su, Junyou  and
      He, Xingwei  and
      Chen, Yun  and
      Zhang, Wenjia  and
      Chen, Guanhua",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.911/",
    doi = "10.18653/v1/2025.findings-acl.911",
    pages = "17708--17729",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wen-etal-2025-code,
    title = "Code-{SPA}: Style Preference Alignment to Large Language Models for Effective and Robust Code Debugging",
    author = "Wen, Tengfei  and
      Chen, Xuanang  and
      He, Ben  and
      Sun, Le",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.912/",
    doi = "10.18653/v1/2025.findings-acl.912",
    pages = "17730--17743",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tan-etal-2025-open,
    title = "Open-World Authorship Attribution",
    author = "Tan, Xinhao  and
      Liu, Songhua  and
      Cong, Xia  and
      Li, Kunjun  and
      Wang, Xinchao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.913/",
    doi = "10.18653/v1/2025.findings-acl.913",
    pages = "17744--17758",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{manchanda-shivaswamy-2025-name,
    title = "What is in a name? Mitigating Name Bias in Text Embedding Similarity via Anonymization",
    author = "Manchanda, Sahil  and
      Shivaswamy, Pannaga",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.914/",
    doi = "10.18653/v1/2025.findings-acl.914",
    pages = "17759--17781",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ahmed-etal-2025-bennumeval,
    title = "{B}en{N}um{E}val: A Benchmark to Assess {LLM}s' Numerical Reasoning Capabilities in {B}engali",
    author = "Ahmed, Kawsar  and
      Osama, Md  and
      Sharif, Omar  and
      Hossain, Eftekhar  and
      Hoque, Mohammed Moshiul",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.915/",
    doi = "10.18653/v1/2025.findings-acl.915",
    pages = "17782--17799",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jhamtani-etal-2025-llm,
    title = "{LLM} Agents for Coordinating Multi-User Information Gathering",
    author = "Jhamtani, Harsh  and
      Andreas, Jacob  and
      Van Durme, Benjamin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.916/",
    doi = "10.18653/v1/2025.findings-acl.916",
    pages = "17800--17826",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-c2kd,
    title = "{C}2{KD}: Cross-layer and Cross-head Knowledge Distillation for Small Language Model-based Recommendation",
    author = "Chen, Xiao  and
      Ma, Changyi  and
      Fan, Wenqi  and
      Zhang, Zhaoxiang  and
      Qing, Li",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.917/",
    doi = "10.18653/v1/2025.findings-acl.917",
    pages = "17827--17838",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wan-etal-2025-sign2vis,
    title = "{S}ign2{V}is: Automated Data Visualization from Sign Language",
    author = "Wan, Yao  and
      Wu, Yang  and
      Li, Zhen  and
      Zhang, Guobiao  and
      Zhang, Hongyu  and
      Zhao, Zhou  and
      Jin, Hai  and
      Wang, April",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.918/",
    doi = "10.18653/v1/2025.findings-acl.918",
    pages = "17839--17857",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{shen-etal-2025-transparentize,
    title = "Transparentize the Internal and External Knowledge Utilization in {LLM}s with Trustworthy Citation",
    author = "Shen, Jiajun  and
      Zhou, Tong  and
      Chen, Yubo  and
      Qiu, Delai  and
      Liu, Shengping  and
      Liu, Kang  and
      Zhao, Jun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.919/",
    doi = "10.18653/v1/2025.findings-acl.919",
    pages = "17858--17877",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-jarvis,
    title = "{JARVIS}-{VLA}: Post-Training Large-Scale Vision Language Models to Play Visual Games with Keyboards and Mouse",
    author = "Li, Muyao  and
      Wang, Zihao  and
      He, Kaichen  and
      Ma, Xiaojian  and
      Liang, Yitao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.920/",
    doi = "10.18653/v1/2025.findings-acl.920",
    pages = "17878--17899",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yao-etal-2025-generative,
    title = "Generative Frame Sampler for Long Video Understanding",
    author = "Yao, Linli  and
      Wu, Haoning  and
      Ouyang, Kun  and
      Zhang, Yuanxing  and
      Xiong, Caiming  and
      Chen, Bei  and
      Sun, Xu  and
      Li, Junnan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.921/",
    doi = "10.18653/v1/2025.findings-acl.921",
    pages = "17900--17917",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{bassi-etal-2025-annotating,
    title = "Annotating the Annotators: Analysis, Insights and Modelling from an Annotation Campaign on Persuasion Techniques Detection",
    author = "Bassi, Davide  and
      Dimitrov, Dimitar Iliyanov  and
      D{'}Auria, Bernardo  and
      Alam, Firoj  and
      Hasanain, Maram  and
      Moro, Christian  and
      Orr{\`u}, Luisa  and
      Turchi, Gian Piero  and
      Nakov, Preslav  and
      Da San Martino, Giovanni",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.922/",
    doi = "10.18653/v1/2025.findings-acl.922",
    pages = "17918--17929",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ramesh-etal-2025-generalization,
    title = "On the Generalization vs Fidelity Paradox in Knowledge Distillation",
    author = "Ramesh, Suhas Kamasetty  and
      Sengupta, Ayan  and
      Chakraborty, Tanmoy",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.923/",
    doi = "10.18653/v1/2025.findings-acl.923",
    pages = "17930--17951",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zahid-etal-2025-bedaa,
    title = "{BEDAA}: {B}ayesian Enhanced {D}e{BERT}a for Uncertainty-Aware Authorship Attribution",
    author = "Zahid, Iqra  and
      Sun, Youcheng  and
      Batista-Navarro, Riza",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.924/",
    doi = "10.18653/v1/2025.findings-acl.924",
    pages = "17952--17966",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{calamai-etal-2025-benchmarking,
    title = "Benchmarking the Benchmarks: Reproducing Climate-Related {NLP} Tasks",
    author = "Calamai, Tom  and
      Balalau, Oana  and
      Suchanek, Fabian M.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.925/",
    doi = "10.18653/v1/2025.findings-acl.925",
    pages = "17967--18009",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{shardlow-etal-2025-exploring,
    title = "Exploring Supervised Approaches to the Detection of Anthropomorphic Language in the Reporting of {NLP} Venues",
    author = "Shardlow, Matthew  and
      Williams, Ashley  and
      Roadhouse, Charlie  and
      Ventirozos, Filippos  and
      Przyby{\l}a, Piotr",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.926/",
    doi = "10.18653/v1/2025.findings-acl.926",
    pages = "18010--18022",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhao-etal-2025-personalens,
    title = "{P}ersona{L}ens: A Benchmark for Personalization Evaluation in Conversational {AI} Assistants",
    author = "Zhao, Zheng  and
      Vania, Clara  and
      Kayal, Subhradeep  and
      Khan, Naila  and
      Cohen, Shay B  and
      Yilmaz, Emine",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.927/",
    doi = "10.18653/v1/2025.findings-acl.927",
    pages = "18023--18055",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xu-etal-2025-iagent,
    title = "i{A}gent: {LLM} Agent as a Shield between User and Recommender Systems",
    author = "Xu, Wujiang  and
      Shi, Yunxiao  and
      Liang, Zujie  and
      Ning, Xuying  and
      Mei, Kai  and
      Wang, Kun  and
      Zhu, Xi  and
      Xu, Min  and
      Zhang, Yongfeng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.928/",
    doi = "10.18653/v1/2025.findings-acl.928",
    pages = "18056--18084",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{mitra-etal-2025-factlens,
    title = "{F}act{L}ens: Benchmarking Fine-Grained Fact Verification",
    author = "Mitra, Kushan  and
      Zhang, Dan  and
      Rahman, Sajjadur  and
      Hruschka, Estevam",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.929/",
    doi = "10.18653/v1/2025.findings-acl.929",
    pages = "18085--18096",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-process,
    title = "Process-based Self-Rewarding Language Models",
    author = "Zhang, Shimao  and
      Liu, Xiao  and
      Zhang, Xin  and
      Liu, Junxiao  and
      Luo, Zheheng  and
      Huang, Shujian  and
      Gong, Yeyun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.930/",
    doi = "10.18653/v1/2025.findings-acl.930",
    pages = "18097--18110",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ebing-glavas-2025-devil,
    title = "The Devil Is in the Word Alignment Details: On Translation-Based Cross-Lingual Transfer for Token Classification Tasks",
    author = "Ebing, Benedikt  and
      Glava{\v{s}}, Goran",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.931/",
    doi = "10.18653/v1/2025.findings-acl.931",
    pages = "18111--18128",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xuan-etal-2025-shieldhead,
    title = "{S}hield{H}ead: Decoding-time Safeguard for Large Language Models",
    author = "Xuan, Zitao  and
      Mao, Xiaofeng  and
      Chen, Da  and
      Zhang, Xin  and
      Dong, Yuhan  and
      Zhou, Jun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.932/",
    doi = "10.18653/v1/2025.findings-acl.932",
    pages = "18129--18143",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-survey,
    title = "A Survey on Proactive Defense Strategies Against Misinformation in Large Language Models",
    author = "Liu, Shuliang  and
      Liu, Hongyi  and
      Liu, Aiwei  and
      Bingchen, Duan  and
      Qi, Zheng  and
      Yan, Yibo  and
      Geng, He  and
      Jiang, Peijie  and
      Liu, Jia  and
      Hu, Xuming",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.933/",
    doi = "10.18653/v1/2025.findings-acl.933",
    pages = "18144--18155",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tikhonov-etal-2025-smotrom,
    title = "Smotrom tvoja p{\r{a}} ander drogoj verden! Resurrecting Dead Pidgin with Generative Models: Russenorsk Case Study",
    author = "Tikhonov, Alexey  and
      Shteiner, Sergei  and
      Bykova, Anna  and
      Yamshchikov, Ivan P.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.934/",
    doi = "10.18653/v1/2025.findings-acl.934",
    pages = "18156--18166",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhao-etal-2025-promptcot,
    title = "{P}rompt{C}o{T}: Synthesizing Olympiad-level Problems for Mathematical Reasoning in Large Language Models",
    author = "Zhao, Xueliang  and
      Wu, Wei  and
      Guan, Jian  and
      Kong, Lingpeng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.935/",
    doi = "10.18653/v1/2025.findings-acl.935",
    pages = "18167--18188",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kobus-gunduz-2025-speculative,
    title = "Speculative Sampling via Exponential Races",
    author = "Kobus, Szymon  and
      Gunduz, Deniz",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.936/",
    doi = "10.18653/v1/2025.findings-acl.936",
    pages = "18189--18204",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{iranzo-sanchez-etal-2025-going,
    title = "Going Beyond Your Expectations in Latency Metrics for Simultaneous Speech Translation",
    author = "Iranzo-S{\'a}nchez, Jorge  and
      Iranzo-S{\'a}nchez, Javier  and
      Gim{\'e}nez, Adri{\`a}  and
      Civera, Jorge",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.937/",
    doi = "10.18653/v1/2025.findings-acl.937",
    pages = "18205--18228",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-towards-design,
    title = "Towards a Design Guideline for {RPA} Evaluation: A Survey of Large Language Model-Based Role-Playing Agents",
    author = "Chen, Chaoran  and
      Yao, Bingsheng  and
      Zou, Ruishi  and
      Hua, Wenyue  and
      Lyu, Weimin  and
      Li, Toby Jia-Jun  and
      Wang, Dakuo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.938/",
    doi = "10.18653/v1/2025.findings-acl.938",
    pages = "18229--18268",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{christmann-weikum-2025-recursive,
    title = "Recursive Question Understanding for Complex Question Answering over Heterogeneous Personal Data",
    author = "Christmann, Philipp  and
      Weikum, Gerhard",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.939/",
    doi = "10.18653/v1/2025.findings-acl.939",
    pages = "18269--18288",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{koniaev-etal-2025-presumm,
    title = "{P}re{S}umm: Predicting Summarization Performance Without Summarizing",
    author = "Koniaev, Steven  and
      Ernst, Ori  and
      Cheung, Jackie CK",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.940/",
    doi = "10.18653/v1/2025.findings-acl.940",
    pages = "18289--18305",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lei-etal-2025-mixture,
    title = "Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases",
    author = "Lei, Yongjia  and
      Han, Haoyu  and
      Rossi, Ryan A.  and
      Dernoncourt, Franck  and
      Lipka, Nedim  and
      Halappanavar, Mahantesh M  and
      Tang, Jiliang  and
      Wang, Yu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.941/",
    doi = "10.18653/v1/2025.findings-acl.941",
    pages = "18306--18321",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{saynova-etal-2025-fact,
    title = "Fact Recall, Heuristics or Pure Guesswork? Precise Interpretations of Language Models for Fact Completion",
    author = {Saynova, Denitsa  and
      Hagstr{\"o}m, Lovisa  and
      Johansson, Moa  and
      Johansson, Richard  and
      Kuhlmann, Marco},
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.942/",
    doi = "10.18653/v1/2025.findings-acl.942",
    pages = "18322--18349",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yi-etal-2025-fpe2m2,
    title = "{FPE}2{M}2: Approaching Lossless and Efficient Quantization with Native Floating Point",
    author = "Yi, Ke  and
      Zhang, Jianwei  and
      Xu, Zhiying  and
      Yang, Xinlong  and
      Zhou, Yang  and
      Sun, Minmin  and
      Liu, Zengke  and
      Zhang, Tong  and
      Lin, Junyang  and
      Zhou, Jingren",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.943/",
    doi = "10.18653/v1/2025.findings-acl.943",
    pages = "18350--18361",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zheng-etal-2025-asymmetric,
    title = "Asymmetric Conflict and Synergy in Post-training for {LLM}-based Multilingual Machine Translation",
    author = "Zheng, Tong  and
      Wen, Yan  and
      Bao, Huiwen  and
      Guo, Junfeng  and
      Huang, Heng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.944/",
    doi = "10.18653/v1/2025.findings-acl.944",
    pages = "18362--18383",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xia-etal-2025-visiar,
    title = "{VISIAR}: Empower {MLLM} for Visual Story Ideation",
    author = "Xia, Zhaoyang  and
      Sarkhel, Somdeb  and
      Tanjim, Mehrab  and
      Petrangeli, Stefano  and
      Dasgupta, Ishita  and
      Chen, Yuxiao  and
      Xu, Jinxuan  and
      Liu, Di  and
      Mitra, Saayan  and
      Metaxas, Dimitris N.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.945/",
    doi = "10.18653/v1/2025.findings-acl.945",
    pages = "18384--18402",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yu-etal-2025-company,
    title = "Same Company, Same Signal: The Role of Identity in Earnings Call Transcripts",
    author = "Yu, Ding  and
      Liu, Zhuo  and
      He, Hangfeng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.946/",
    doi = "10.18653/v1/2025.findings-acl.946",
    pages = "18403--18422",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{harvey-etal-2025-understanding,
    title = "Understanding and Meeting Practitioner Needs When Measuring Representational Harms Caused by {LLM}-Based Systems",
    author = "Harvey, Emma  and
      Sheng, Emily  and
      Blodgett, Su Lin  and
      Chouldechova, Alexandra  and
      Garcia-Gathright, Jean  and
      Olteanu, Alexandra  and
      Wallach, Hanna",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.947/",
    doi = "10.18653/v1/2025.findings-acl.947",
    pages = "18423--18440",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{borah-etal-2025-mind,
    title = "Mind the (Belief) Gap: Group Identity in the World of {LLM}s",
    author = "Borah, Angana  and
      Houalla, Marwa  and
      Mihalcea, Rada",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.948/",
    doi = "10.18653/v1/2025.findings-acl.948",
    pages = "18441--18463",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ren-etal-2025-general,
    title = "A General Framework to Enhance Fine-tuning-based {LLM} Unlearning",
    author = "Ren, Jie  and
      Dai, Zhenwei  and
      Tang, Xianfeng  and
      Liu, Hui  and
      Zeng, Jingying  and
      Li, Zhen  and
      Goutam, Rahul  and
      Wang, Suhang  and
      Xing, Yue  and
      He, Qi  and
      Liu, Hui",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.949/",
    doi = "10.18653/v1/2025.findings-acl.949",
    pages = "18464--18476",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{molfese-etal-2025-right,
    title = "Right Answer, Wrong Score: Uncovering the Inconsistencies of {LLM} Evaluation in Multiple-Choice Question Answering",
    author = "Molfese, Francesco Maria  and
      Moroni, Luca  and
      Gioffr{\'e}, Luca  and
      Scir{\`e}, Alessandro  and
      Conia, Simone  and
      Navigli, Roberto",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.950/",
    doi = "10.18653/v1/2025.findings-acl.950",
    pages = "18477--18494",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{soubki-rambow-2025-machine,
    title = "Machine Theory of Mind Needs Machine Validation",
    author = "Soubki, Adil  and
      Rambow, Owen",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.951/",
    doi = "10.18653/v1/2025.findings-acl.951",
    pages = "18495--18505",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sharma-etal-2025-minikv,
    title = "{M}ini{KV}: Pushing the Limits of 2-Bit {KV} Cache via Compression and System Co-Design for Efficient Long Context Inference",
    author = "Sharma, Akshat  and
      Ding, Hangliang  and
      Li, Jianping  and
      Dani, Neel  and
      Zhang, Minjia",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.952/",
    doi = "10.18653/v1/2025.findings-acl.952",
    pages = "18506--18523",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cheng-etal-2025-sci,
    title = "Sci-{L}o{RA}: Mixture of Scientific {L}o{RA}s for Cross-Domain Lay Paraphrasing",
    author = "Cheng, Ming  and
      Gong, Jiaying  and
      Eldardiry, Hoda",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.953/",
    doi = "10.18653/v1/2025.findings-acl.953",
    pages = "18524--18541",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{karamolegkou-etal-2025-trick,
    title = "Trick or Neat: Adversarial Ambiguity and Language Model Evaluation",
    author = "Karamolegkou, Antonia  and
      Eberle, Oliver  and
      Rust, Phillip  and
      Kauf, Carina  and
      S{\o}gaard, Anders",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.954/",
    doi = "10.18653/v1/2025.findings-acl.954",
    pages = "18542--18561",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ghate-etal-2025-biases,
    title = "Biases Propagate in Encoder-based Vision-Language Models: A Systematic Analysis From Intrinsic Measures to Zero-shot Retrieval Outcomes",
    author = "Ghate, Kshitish  and
      Charlesworth, Tessa  and
      Diab, Mona T.  and
      Caliskan, Aylin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.955/",
    doi = "10.18653/v1/2025.findings-acl.955",
    pages = "18562--18580",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cui-etal-2025-stepwise,
    title = "Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models",
    author = "Cui, Yingqian  and
      He, Pengfei  and
      Zeng, Jingying  and
      Liu, Hui  and
      Tang, Xianfeng  and
      Dai, Zhenwei  and
      Han, Yan  and
      Luo, Chen  and
      Huang, Jing  and
      Li, Zhen  and
      Wang, Suhang  and
      Xing, Yue  and
      Tang, Jiliang  and
      He, Qi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.956/",
    doi = "10.18653/v1/2025.findings-acl.956",
    pages = "18581--18597",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhao-etal-2025-multimodal-foundation,
    title = "Can Multimodal Foundation Models Understand Schematic Diagrams? An Empirical Study on Information-Seeking {QA} over Scientific Papers",
    author = "Zhao, Yilun  and
      Wang, Chengye  and
      Li, Chuhan  and
      Cohan, Arman",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.957/",
    doi = "10.18653/v1/2025.findings-acl.957",
    pages = "18598--18631",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{deshpande-etal-2025-multichallenge,
    title = "{M}ulti{C}hallenge: A Realistic Multi-Turn Conversation Evaluation Benchmark Challenging to Frontier {LLM}s",
    author = "Deshpande, Kaustubh  and
      Sirdeshmukh, Ved  and
      Mols, Johannes Baptist  and
      Jin, Lifeng  and
      Hernandez-Cardona, Ed-Yeremai  and
      Lee, Dean  and
      Kritz, Jeremy  and
      Primack, Willow E.  and
      Yue, Summer  and
      Xing, Chen",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.958/",
    doi = "10.18653/v1/2025.findings-acl.958",
    pages = "18632--18702",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{borkar-etal-2025-privacy,
    title = "Privacy Ripple Effects from Adding or Removing Personal Information in Language Model Training",
    author = "Borkar, Jaydeep  and
      Jagielski, Matthew  and
      Lee, Katherine  and
      Mireshghallah, Niloofar  and
      Smith, David A.  and
      Choquette-Choo, Christopher A.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.959/",
    doi = "10.18653/v1/2025.findings-acl.959",
    pages = "18703--18726",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-safety,
    title = "Safety is Not Only About Refusal: Reasoning-Enhanced Fine-tuning for Interpretable {LLM} Safety",
    author = "Zhang, Yuyou  and
      Li, Miao  and
      Han, William  and
      Yao, Yihang  and
      Cen, Zhepeng  and
      Zhao, Ding",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.960/",
    doi = "10.18653/v1/2025.findings-acl.960",
    pages = "18727--18746",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{waal-cassani-2025-cute,
    title = "Is a cute puyfred cute? Context-dependent form-meaning systematicity in {LLM}s",
    author = {Waal, Ja{\"i}r A.  and
      Cassani, Giovanni},
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.961/",
    doi = "10.18653/v1/2025.findings-acl.961",
    pages = "18747--18769",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{riaz-etal-2025-metasynth,
    title = "{M}eta{S}ynth: Meta-Prompting-Driven Agentic Scaffolds for Diverse Synthetic Data Generation",
    author = "Riaz, Haris  and
      Bhabesh, Sourav Sanjukta  and
      Arannil, Vinayak  and
      Ballesteros, Miguel  and
      Horwood, Graham",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.962/",
    doi = "10.18653/v1/2025.findings-acl.962",
    pages = "18770--18803",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{agarwal-etal-2025-mvtamperbench,
    title = "{MVT}amper{B}ench: Evaluating Robustness of Vision-Language Models",
    author = "Agarwal, Amit  and
      Panda, Srikant  and
      Charles, Angeline  and
      Patel, Hitesh Laxmichand  and
      Kumar, Bhargava  and
      Pattnayak, Priyaranjan  and
      Rafi, Taki Hasan  and
      Kumar, Tejaswini  and
      Meghwani, Hansa  and
      Gupta, Karan  and
      Chae, Dong-Kyu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.963/",
    doi = "10.18653/v1/2025.findings-acl.963",
    pages = "18804--18828",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yan-etal-2025-multimodal,
    title = "Multimodal Inconsistency Reasoning ({MMIR}): A New Benchmark for Multimodal Reasoning Models",
    author = "Yan, Qianqi  and
      Fan, Yue  and
      Li, Hongquan  and
      Jiang, Shan  and
      Zhao, Yang  and
      Guan, Xinze  and
      Kuo, Ching-Chen  and
      Wang, Xin Eric",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.964/",
    doi = "10.18653/v1/2025.findings-acl.964",
    pages = "18829--18845",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{alonso-etal-2025-vision,
    title = "Vision-Language Models Struggle to Align Entities across Modalities",
    author = "Alonso, I{\~n}igo  and
      Azkune, Gorka  and
      Salaberria, Ander  and
      Barnes, Jeremy  and
      Lacalle, Oier Lopez De",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.965/",
    doi = "10.18653/v1/2025.findings-acl.965",
    pages = "18846--18862",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{susanto-etal-2025-multi,
    title = "A Multi-Labeled Dataset for {I}ndonesian Discourse: Examining Toxicity, Polarization, and Demographics Information",
    author = "Susanto, Lucky  and
      Wijanarko, Musa Izzanardi  and
      Pratama, Prasetia Anugrah  and
      Tang, Zilu  and
      Akyas, Fariz  and
      Hong, Traci  and
      Idris, Ika Karlina  and
      Aji, Alham Fikri  and
      Wijaya, Derry Tanti",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.966/",
    doi = "10.18653/v1/2025.findings-acl.966",
    pages = "18863--18890",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-medcite,
    title = "{M}ed{C}ite: Can Language Models Generate Verifiable Text for Medicine?",
    author = "Wang, Xiao  and
      Tan, Mengjue  and
      Jin, Qiao  and
      Xiong, Guangzhi  and
      Hu, Yu  and
      Zhang, Aidong  and
      Lu, Zhiyong  and
      Zhang, Minjia",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.967/",
    doi = "10.18653/v1/2025.findings-acl.967",
    pages = "18891--18913",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{halim-etal-2025-jury,
    title = "Let The Jury Decide: Fair Demonstration Selection for In-Context Learning through Incremental Greedy Evaluation",
    author = "Halim, Sadaf Md  and
      Zhao, Chen  and
      Wu, Xintao  and
      Khan, Latifur  and
      Grant, Christan  and
      Rahman, Fariha Ishrat  and
      Chen, Feng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.968/",
    doi = "10.18653/v1/2025.findings-acl.968",
    pages = "18914--18931",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cooper-etal-2025-lies,
    title = "The Lies Characters Tell: Utilizing Large Language Models to Normalize Adversarial {U}nicode Perturbations",
    author = "Cooper, Portia  and
      Blanco, Eduardo  and
      Surdeanu, Mihai",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.969/",
    doi = "10.18653/v1/2025.findings-acl.969",
    pages = "18932--18944",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{aljanaideh-2025-speech,
    title = "Speech Act Patterns for Improving Generalizability of Explainable Politeness Detection Models",
    author = "Aljanaideh, Ahmad",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.970/",
    doi = "10.18653/v1/2025.findings-acl.970",
    pages = "18945--18954",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{singh-etal-2025-systematic,
    title = "Systematic Evaluation of Auto-Encoding and Large Language Model Representations for Capturing Author States and Traits",
    author = "Singh, Khushboo  and
      Varadarajan, Vasudha  and
      V. Ganesan, Adithya  and
      Nilsson, August H{\r{a}}kan  and
      Soni, Nikita  and
      Mahwish, Syeda  and
      Chitale, Pranav  and
      Boyd, Ryan L.  and
      Ungar, Lyle  and
      Rosenthal, Richard N.  and
      Schwartz, H. Andrew",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.971/",
    doi = "10.18653/v1/2025.findings-acl.971",
    pages = "18955--18973",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ge-etal-2025-tremu,
    title = "{TR}e{M}u: Towards Neuro-Symbolic Temporal Reasoning for {LLM}-Agents with Memory in Multi-Session Dialogues",
    author = "Ge, Yubin  and
      Romeo, Salvatore  and
      Cai, Jason  and
      Shu, Raphael  and
      Benajiba, Yassine  and
      Sunkara, Monica  and
      Zhang, Yi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.972/",
    doi = "10.18653/v1/2025.findings-acl.972",
    pages = "18974--18988",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{aguda-etal-2025-conservative,
    title = "Conservative Bias in Large Language Models: Measuring Relation Predictions",
    author = "Aguda, Toyin  and
      Wilson, Erik  and
      Anzagira, Allan  and
      Kaur, Simerjot  and
      Smiley, Charese",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.973/",
    doi = "10.18653/v1/2025.findings-acl.973",
    pages = "18989--18998",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kim-etal-2025-mitigating,
    title = "Mitigating Bias in {RAG}: Controlling the Embedder",
    author = "Kim, Taeyoun  and
      Springer, Jacob Mitchell  and
      Raghunathan, Aditi  and
      Sap, Maarten",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.974/",
    doi = "10.18653/v1/2025.findings-acl.974",
    pages = "18999--19024",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lin-etal-2025-v,
    title = "{V}-{ALPHASOCIAL}: Benchmark and Self-Reflective Chain-of-Thought Generation for Visual Social Commonsense Reasoning",
    author = "Lin, Zongyu  and
      Xu, Zhikun  and
      Song, Xiaohan  and
      Wan, Yixin  and
      Yao, Xingcheng  and
      Lin, Tsung-Han  and
      Song, Selina  and
      Subbaraman, Pranav  and
      Zhou, Ben  and
      Chang, Kai-Wei  and
      Sun, Yizhou",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.975/",
    doi = "10.18653/v1/2025.findings-acl.975",
    pages = "19025--19047",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ojo-etal-2025-afrobench,
    title = "{A}fro{B}ench: How Good are Large Language Models on {A}frican Languages?",
    author = "Ojo, Jessica  and
      Ogundepo, Odunayo  and
      Oladipo, Akintunde  and
      Ogueji, Kelechi  and
      Lin, Jimmy  and
      Stenetorp, Pontus  and
      Adelani, David Ifeoluwa",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.976/",
    doi = "10.18653/v1/2025.findings-acl.976",
    pages = "19048--19095",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{seto-etal-2025-training,
    title = "Training Bilingual {LM}s with Data Constraints in the Targeted Language",
    author = "Seto, Skyler  and
      Ter Hoeve, Maartje  and
      Bai, Richard He  and
      Schluter, Natalie  and
      Grangier, David",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.977/",
    doi = "10.18653/v1/2025.findings-acl.977",
    pages = "19096--19122",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{masry-etal-2025-chartqapro,
    title = "{C}hart{QAP}ro: A More Diverse and Challenging Benchmark for Chart Question Answering",
    author = "Masry, Ahmed  and
      Islam, Mohammed Saidul  and
      Ahmed, Mahir  and
      Bajaj, Aayush  and
      Kabir, Firoz  and
      Kartha, Aaryaman  and
      Laskar, Md Tahmid Rahman  and
      Rahman, Mizanur  and
      Rahman, Shadikur  and
      Shahmohammadi, Mehrad  and
      Thakkar, Megh  and
      Parvez, Md Rizwan  and
      Hoque, Enamul  and
      Joty, Shafiq",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.978/",
    doi = "10.18653/v1/2025.findings-acl.978",
    pages = "19123--19151",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-observation,
    title = "From Observation to Understanding: Front-Door Adjustments with Uncertainty Calibration for Enhancing Egocentric Reasoning in {LVLM}s",
    author = "Li, Shenshen  and
      Meng, Wenxin  and
      Wang, Lei  and
      Yang, Hao  and
      Peng, Chong  and
      Yan, Peng  and
      Shen, Fumin  and
      Song, Jingkuan  and
      Shen, Heng Tao  and
      Xu, Xing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.979/",
    doi = "10.18653/v1/2025.findings-acl.979",
    pages = "19152--19169",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yoon-etal-2025-hypothetical,
    title = "Hypothetical Documents or Knowledge Leakage? Rethinking {LLM}-based Query Expansion",
    author = "Yoon, Yejun  and
      Jung, Jaeyoon  and
      Yoon, Seunghyun  and
      Park, Kunwoo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.980/",
    doi = "10.18653/v1/2025.findings-acl.980",
    pages = "19170--19187",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yan-etal-2025-worse,
    title = "Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical {VQA}",
    author = "Yan, Qianqi  and
      He, Xuehai  and
      Yue, Xiang  and
      Wang, Xin Eric",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.981/",
    doi = "10.18653/v1/2025.findings-acl.981",
    pages = "19188--19205",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhai-etal-2025-optimizing,
    title = "Optimizing Reasoning for Text-to-{SQL} with Execution Feedback",
    author = "Zhai, Bohan  and
      Xu, Canwen  and
      He, Yuxiong  and
      Yao, Zhewei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.982/",
    doi = "10.18653/v1/2025.findings-acl.982",
    pages = "19206--19218",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hua-etal-2025-disentangling,
    title = "Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities",
    author = "Hua, Wenyue  and
      Zhu, Kaijie  and
      Li, Lingyao  and
      Fan, Lizhou  and
      Jin, Mingyu  and
      Lin, Shuhang  and
      Xue, Haochen  and
      Li, Zelong  and
      Wang, Jindong  and
      Zhang, Yongfeng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.983/",
    doi = "10.18653/v1/2025.findings-acl.983",
    pages = "19219--19242",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-sens,
    title = "Sens-Merging: Sensitivity-Guided Parameter Balancing for Merging Large Language Models",
    author = "Liu, Shuqi  and
      Wu, Han  and
      He, Bowei  and
      Han, Xiongwei  and
      Yuan, Mingxuan  and
      Song, Linqi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.984/",
    doi = "10.18653/v1/2025.findings-acl.984",
    pages = "19243--19255",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{rezaei-etal-2025-egonormia,
    title = "{E}go{N}ormia: Benchmarking Physical-Social Norm Understanding",
    author = "Rezaei, MohammadHossein  and
      Fu, Yicheng  and
      Cuvin, Phil  and
      Ziems, Caleb  and
      Zhang, Yanzhe  and
      Zhu, Hao  and
      Yang, Diyi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.985/",
    doi = "10.18653/v1/2025.findings-acl.985",
    pages = "19256--19283",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{he-etal-2025-large-language,
    title = "Large Language Models as Neurolinguistic Subjects: Discrepancy between Performance and Competence",
    author = "He, Linyang  and
      Nie, Ercong  and
      Schmid, Helmut  and
      Schuetze, Hinrich  and
      Mesgarani, Nima  and
      Brennan, Jonathan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.986/",
    doi = "10.18653/v1/2025.findings-acl.986",
    pages = "19284--19302",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{geng-etal-2025-impact,
    title = "The Impact of Large Language Models in Academia: from Writing to Speaking",
    author = "Geng, Mingmeng  and
      Chen, Caixi  and
      Wu, Yanru  and
      Wan, Yao  and
      Zhou, Pan  and
      Chen, Dongping",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.987/",
    doi = "10.18653/v1/2025.findings-acl.987",
    pages = "19303--19319",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-x,
    title = "{X}-{W}eb{A}gent{B}ench: A Multilingual Interactive Web Benchmark for Evaluating Global Agentic System",
    author = "Wang, Peng  and
      Tao, Ruihan  and
      Chen, Qiguang  and
      Hu, Mengkang  and
      Qin, Libo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.988/",
    doi = "10.18653/v1/2025.findings-acl.988",
    pages = "19320--19335",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tan-etal-2025-membench,
    title = "{M}em{B}ench: Towards More Comprehensive Evaluation on the Memory of {LLM}-based Agents",
    author = "Tan, Haoran  and
      Zhang, Zeyu  and
      Ma, Chen  and
      Chen, Xu  and
      Dai, Quanyu  and
      Dong, Zhenhua",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.989/",
    doi = "10.18653/v1/2025.findings-acl.989",
    pages = "19336--19352",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{miyano-arase-2025-adaptive,
    title = "Adaptive {L}o{RA} Merge with Parameter Pruning for Low-Resource Generation",
    author = "Miyano, Ryota  and
      Arase, Yuki",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.990/",
    doi = "10.18653/v1/2025.findings-acl.990",
    pages = "19353--19366",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wu-etal-2025-longattn,
    title = "{L}ong{A}ttn: Selecting Long-context Training Data via Token-level Attention",
    author = "Wu, Longyun  and
      Zhu, Dawei  and
      Zhao, Guangxiang  and
      Yu, Zhuocheng  and
      Ran, Junfeng  and
      Wong, Xiangyu  and
      Sun, Lin  and
      Li, Sujian",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.991/",
    doi = "10.18653/v1/2025.findings-acl.991",
    pages = "19367--19380",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{vallurupalli-ferraro-2025-core,
    title = "{C}o{RE}: Condition-based Reasoning for Identifying Outcome Variance in Complex Events",
    author = "Vallurupalli, Sai P  and
      Ferraro, Francis",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.992/",
    doi = "10.18653/v1/2025.findings-acl.992",
    pages = "19381--19401",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kim-etal-2025-fave,
    title = "{F}a{V}e: Factored and Verified Search Rationale for Long-form Answer",
    author = "Kim, Jihyuk  and
      Lee, Sungjin  and
      Hwang, Seung-won  and
      Liu, Yang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.993/",
    doi = "10.18653/v1/2025.findings-acl.993",
    pages = "19402--19416",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{songtang-etal-2025-unrealllm,
    title = "{U}nreal{LLM}: Towards Highly Controllable and Interactable 3{D} Scene Generation by {LLM}-powered Procedural Content Generation",
    author = "Tang, Song  and
      Zhao, Kaiyong  and
      Wang, Lei  and
      Li, Yuliang  and
      Liu, Xuebo  and
      Zou, Junyi  and
      Wang, Qiang  and
      Chu, Xiaowen",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.994/",
    doi = "10.18653/v1/2025.findings-acl.994",
    pages = "19417--19435",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kim-etal-2025-tree,
    title = "Tree-of-Prompts: Abstracting Control-Flow for Prompt Optimization",
    author = "Kim, Jihyuk  and
      Garg, Shubham  and
      Poddar, Lahari  and
      Hwang, Seung-won  and
      Hench, Chris",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.995/",
    doi = "10.18653/v1/2025.findings-acl.995",
    pages = "19436--19459",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-outlier,
    title = "Outlier-weighed Layerwise Sampling for {LLM} Fine-tuning",
    author = "Li, Pengxiang  and
      Yin, Lu  and
      Gao, Xiaowei  and
      Liu, Shiwei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.996/",
    doi = "10.18653/v1/2025.findings-acl.996",
    pages = "19460--19473",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jiang-etal-2025-kvpr,
    title = "{KVPR}: Efficient {LLM} Inference with {I}/{O}-Aware {KV} Cache Partial Recomputation",
    author = "Jiang, Chaoyi  and
      Gao, Lei  and
      Zarch, Hossein Entezari  and
      Annavaram, Murali",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.997/",
    doi = "10.18653/v1/2025.findings-acl.997",
    pages = "19474--19488",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yang-etal-2025-direct,
    title = "Direct Behavior Optimization: Unlocking the Potential of Lightweight {LLM}s",
    author = "Yang, Hongming  and
      Lin, Shi  and
      Shao, Jun  and
      Lin, Changting  and
      Zhu, Donghai  and
      Han, Meng  and
      Kong, Qinglei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.998/",
    doi = "10.18653/v1/2025.findings-acl.998",
    pages = "19489--19515",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lv-etal-2025-whether,
    title = "Whether {LLM}s Know If They Know: Identifying Knowledge Boundaries via Debiased Historical In-Context Learning",
    author = "Lv, Bo  and
      Liu, Nayu  and
      Shen, Yang  and
      Liu, Xin  and
      Luo, Ping  and
      Yu, Yue",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.999/",
    doi = "10.18653/v1/2025.findings-acl.999",
    pages = "19516--19528",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wei-etal-2025-llms,
    title = "How do {LLM}s' Preferences Affect Event Argument Extraction? {CAT}: Addressing Preference Traps in Unsupervised {EAE}",
    author = "Wei, Yunhao  and
      Shuang, Kai  and
      Li, Zhiyi  and
      Mao, Chenrui",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1000/",
    doi = "10.18653/v1/2025.findings-acl.1000",
    pages = "19529--19543",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lv-etal-2025-distribution,
    title = "Out-of-Distribution Detection via {LLM}-Guided Outlier Generation for Text-attributed Graph",
    author = "Lv, Xiangwei  and
      Li, Mengze  and
      Chen, Jingyuan  and
      Dong, Zhiang  and
      Han, Sirui  and
      Liao, Beishui",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1001/",
    doi = "10.18653/v1/2025.findings-acl.1001",
    pages = "19544--19555",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-document,
    title = "Document-Level Relation Extraction with Global Relations and Entity Pair Reasoning",
    author = "Zhang, Fu  and
      Yan, Yi  and
      Cheng, Jingwei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1002/",
    doi = "10.18653/v1/2025.findings-acl.1002",
    pages = "19556--19567",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ma-etal-2025-towards-storage,
    title = "Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings",
    author = "Ma, Yubo  and
      Li, Jinsong  and
      Zang, Yuhang  and
      Wu, Xiaobao  and
      Dong, Xiaoyi  and
      Zhang, Pan  and
      Cao, Yuhang  and
      Duan, Haodong  and
      Wang, Jiaqi  and
      Cao, Yixin  and
      Sun, Aixin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1003/",
    doi = "10.18653/v1/2025.findings-acl.1003",
    pages = "19568--19580",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ren-etal-2025-step,
    title = "Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models",
    author = "Ren, Qingyu  and
      Zeng, Jie  and
      He, Qianyu  and
      Liang, Jiaqing  and
      Xiao, Yanghua  and
      Zhou, Weikang  and
      Sun, Zeye  and
      Yu, Fei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1004/",
    doi = "10.18653/v1/2025.findings-acl.1004",
    pages = "19581--19596",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jo-etal-2025-zerodl,
    title = "{Z}ero{DL}: Zero-shot Distribution Learning for Text Clustering via Large Language Models",
    author = "Jo, Hwiyeol  and
      Lee, Hyunwoo  and
      Yoo, Kang Min  and
      Park, Taiwoo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1005/",
    doi = "10.18653/v1/2025.findings-acl.1005",
    pages = "19597--19607",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-patterns,
    title = "Patterns Over Principles: The Fragility of Inductive Reasoning in {LLM}s under Noisy Observations",
    author = "Li, Chunyang  and
      Wang, Weiqi  and
      Zheng, Tianshi  and
      Song, Yangqiu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1006/",
    doi = "10.18653/v1/2025.findings-acl.1006",
    pages = "19608--19626",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-llmtaxo,
    title = "{LLMT}axo: Leveraging Large Language Models for Constructing Taxonomy of Factual Claims from Social Media",
    author = "Zhang, Haiqi  and
      Zhu, Zhengyuan  and
      Zhang, Zeyu  and
      Li, Chengkai",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1007/",
    doi = "10.18653/v1/2025.findings-acl.1007",
    pages = "19627--19641",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sun-etal-2025-ancast,
    title = "{A}n{C}ast++: Document-Level Evaluation of Graph-based Meaning Representations",
    author = "Sun, Haibo  and
      Chun, Jayeol  and
      Xue, Nianwen",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1008/",
    doi = "10.18653/v1/2025.findings-acl.1008",
    pages = "19642--19654",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{luo-etal-2025-mmevol,
    title = "{MME}vol: Empowering Multimodal Large Language Models with Evol-Instruct",
    author = "Luo, Run  and
      Zhang, Haonan  and
      Chen, Longze  and
      Lin, Ting-En  and
      Liu, Xiong  and
      Wu, Yuchuan  and
      Yang, Min  and
      Li, Yongbin  and
      Wang, Minzheng  and
      Zeng, Pengpeng  and
      Gao, Lianli  and
      Shen, Heng Tao  and
      Li, Yunshui  and
      Alinejad-Rokny, Hamid  and
      Xia, Xiaobo  and
      Song, Jingkuan  and
      Huang, Fei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1009/",
    doi = "10.18653/v1/2025.findings-acl.1009",
    pages = "19655--19682",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{guo-etal-2025-sciverse,
    title = "{S}ci{V}erse: Unveiling the Knowledge Comprehension and Visual Reasoning of {LMM}s on Multi-modal Scientific Problems",
    author = "Guo, Ziyu  and
      Zhang, Renrui  and
      Chen, Hao  and
      Gao, Jialin  and
      Jiang, Dongzhi  and
      Wang, Jiaze  and
      Heng, Pheng-Ann",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1010/",
    doi = "10.18653/v1/2025.findings-acl.1010",
    pages = "19683--19704",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ma-etal-2025-exploring,
    title = "Exploring Layer-wise Representations of {E}nglish and {C}hinese Homonymy in Pre-trained Language Models",
    author = "Ma, Matthew King-Hang  and
      Chenwei, Xie  and
      Wang, Wenbo  and
      Wang, William Shiyuan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1011/",
    doi = "10.18653/v1/2025.findings-acl.1011",
    pages = "19705--19724",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zeng-etal-2025-docmedit,
    title = "{D}oc{ME}dit: Towards Document-Level Model Editing",
    author = "Zeng, Li  and
      Liu, Zeming  and
      Feng, Chong  and
      Huang, Heyan  and
      Guo, Yuhang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1012/",
    doi = "10.18653/v1/2025.findings-acl.1012",
    pages = "19725--19743",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lu-etal-2025-adaptive,
    title = "Adaptive Detoxification: Safeguarding General Capabilities of {LLM}s through Toxicity-Aware Knowledge Editing",
    author = "Lu, Yifan  and
      Li, Jing  and
      Zhou, Yigeng  and
      Zhang, Yihui  and
      Wang, Wenya  and
      Li, Xiucheng  and
      Zhang, Meishan  and
      Liu, Fangming  and
      Yu, Jun  and
      Zhang, Min",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1013/",
    doi = "10.18653/v1/2025.findings-acl.1013",
    pages = "19744--19758",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jia-etal-2025-evaluating,
    title = "Evaluating the Long-Term Memory of Large Language Models",
    author = "Jia, Zixi  and
      Liu, Qinghua  and
      Li, Hexiao  and
      Chen, Yuyan  and
      Liu, Jiqiang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1014/",
    doi = "10.18653/v1/2025.findings-acl.1014",
    pages = "19759--19777",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{scheinberg-etal-2025-explain,
    title = "Explain-then-Process: Using Grammar Prompting to Enhance Grammatical Acceptability Judgments",
    author = "Scheinberg, Russell  and
      Agrawal, Ameeta  and
      Shore, Amber  and
      Lee, So Young",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1015/",
    doi = "10.18653/v1/2025.findings-acl.1015",
    pages = "19778--19795",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hong-etal-2025-data,
    title = "Data Interpreter: An {LLM} Agent for Data Science",
    author = "Hong, Sirui  and
      Lin, Yizhang  and
      Liu, Bang  and
      Liu, Bangbang  and
      Wu, Binhao  and
      Zhang, Ceyao  and
      Li, Danyang  and
      Chen, Jiaqi  and
      Zhang, Jiayi  and
      Wang, Jinlin  and
      Zhang, Li  and
      Zhang, Lingyao  and
      Yang, Min  and
      Zhuge, Mingchen  and
      Guo, Taicheng  and
      Zhou, Tuo  and
      Tao, Wei  and
      Tang, Robert  and
      Lu, Xiangtao  and
      Zheng, Xiawu  and
      Liang, Xinbing  and
      Fei, Yaying  and
      Cheng, Yuheng  and
      Ni, Yongxin  and
      Gou, Zhibin  and
      Xu, Zongze  and
      Luo, Yuyu  and
      Wu, Chenglin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1016/",
    doi = "10.18653/v1/2025.findings-acl.1016",
    pages = "19796--19821",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gritta-etal-2025-dresd,
    title = "{DR}e{SD}: Dense Retrieval for Speculative Decoding",
    author = "Gritta, Milan  and
      Xue, Huiyin  and
      Lampouras, Gerasimos",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1017/",
    doi = "10.18653/v1/2025.findings-acl.1017",
    pages = "19822--19832",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jiang-etal-2025-core,
    title = "Core: Robust Factual Precision with Informative Sub-Claim Identification",
    author = "Jiang, Zhengping  and
      Zhang, Jingyu  and
      Weir, Nathaniel  and
      Ebner, Seth  and
      Wanner, Miriam  and
      Sanders, Kate  and
      Khashabi, Daniel  and
      Liu, Anqi  and
      Van Durme, Benjamin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1018/",
    doi = "10.18653/v1/2025.findings-acl.1018",
    pages = "19833--19856",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{luo-etal-2025-rethinking,
    title = "Rethinking Diverse Human Preference Learning through Principal Component Analysis",
    author = "Luo, Feng  and
      Yang, Rui  and
      Sun, Hao  and
      Deng, Chunyuan  and
      Yao, Jiarui  and
      Shen, Jingyan  and
      Zhang, Huan  and
      Chen, Hanjie",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1019/",
    doi = "10.18653/v1/2025.findings-acl.1019",
    pages = "19857--19870",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{miao-etal-2025-improving,
    title = "Improving Word Alignment Using Semi-Supervised Learning",
    author = "Miao, Zhongtao  and
      Wu, Qiyu  and
      Nagata, Masaaki  and
      Tsuruoka, Yoshimasa",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1020/",
    doi = "10.18653/v1/2025.findings-acl.1020",
    pages = "19871--19888",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ou-etal-2025-llms,
    title = "How Do {LLM}s Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training",
    author = "Ou, Yixin  and
      Yao, Yunzhi  and
      Zhang, Ningyu  and
      Jin, Hui  and
      Sun, Jiacheng  and
      Deng, Shumin  and
      Li, Zhenguo  and
      Chen, Huajun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1021/",
    doi = "10.18653/v1/2025.findings-acl.1021",
    pages = "19889--19913",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kulkarni-etal-2025-llm,
    title = "{LLM}-Symbolic Integration for Robust Temporal Tabular Reasoning",
    author = "Kulkarni, Atharv  and
      Dixit, Kushagra  and
      Srikumar, Vivek  and
      Roth, Dan  and
      Gupta, Vivek",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1022/",
    doi = "10.18653/v1/2025.findings-acl.1022",
    pages = "19914--19940",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{fu-etal-2025-multimodal,
    title = "Multimodal Large Language Models for Text-rich Image Understanding: A Comprehensive Review",
    author = "Fu, Pei  and
      Guan, Tongkun  and
      Wang, Zining  and
      Guo, Zhentao  and
      Duan, Chen  and
      Sun, Hao  and
      Chen, Boming  and
      Jiang, Qianyi  and
      Ma, Jiayao  and
      Zhou, Kai  and
      Luo, Junfeng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1023/",
    doi = "10.18653/v1/2025.findings-acl.1023",
    pages = "19941--19958",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{huang-etal-2025-prunevid,
    title = "{P}rune{V}id: Visual Token Pruning for Efficient Video Large Language Models",
    author = "Huang, Xiaohu  and
      Zhou, Hao  and
      Han, Kai",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1024/",
    doi = "10.18653/v1/2025.findings-acl.1024",
    pages = "19959--19973",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{agarwal-etal-2025-promptwizard,
    title = "{P}rompt{W}izard: Optimizing Prompts via Task-Aware, Feedback-Driven Self-Evolution",
    author = "Agarwal, Eshaan  and
      Magazine, Raghav  and
      Singh, Joykirat  and
      Dani, Vivek  and
      Ganu, Tanuja  and
      Nambi, Akshay",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1025/",
    doi = "10.18653/v1/2025.findings-acl.1025",
    pages = "19974--20003",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-exposing,
    title = "Exposing Numeracy Gaps: A Benchmark to Evaluate Fundamental Numerical Abilities in Large Language Models",
    author = "Li, Haoyang  and
      Chen, Xuejia  and
      Xu, Zhanchao  and
      Li, Darian  and
      Hu, Nicole  and
      Teng, Fei  and
      Li, Yiming  and
      Qiu, Luyu  and
      Zhang, Chen Jason  and
      Qing, Li  and
      Chen, Lei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1026/",
    doi = "10.18653/v1/2025.findings-acl.1026",
    pages = "20004--20026",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{fang-etal-2025-tabgen,
    title = "{TABGEN}-{ICL}: Residual-Aware In-Context Example Selection for Tabular Data Generation",
    author = "Fang, Liancheng  and
      Liu, Aiwei  and
      Zhang, Hengrui  and
      Zou, Henry Peng  and
      Zhang, Weizhi  and
      Yu, Philip S.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1027/",
    doi = "10.18653/v1/2025.findings-acl.1027",
    pages = "20027--20041",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ju-etal-2025-benchmarking,
    title = "Benchmarking Multi-National Value Alignment for Large Language Models",
    author = "Ju, Chengyi  and
      Shi, Weijie  and
      Liu, Chengzhong  and
      Ji, Jiaming  and
      Zhang, Jipeng  and
      Zhang, Ruiyuan  and
      Xu, Jiajie  and
      Yang, Yaodong  and
      Han, Sirui  and
      Guo, Yike",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1028/",
    doi = "10.18653/v1/2025.findings-acl.1028",
    pages = "20042--20058",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yong-etal-2025-motivebench,
    title = "{M}otive{B}ench: How Far Are We From Human-Like Motivational Reasoning in Large Language Models?",
    author = "Yong, Xixian  and
      Lian, Jianxun  and
      Yi, Xiaoyuan  and
      Zhou, Xiao  and
      Xie, Xing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1029/",
    doi = "10.18653/v1/2025.findings-acl.1029",
    pages = "20059--20089",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{taubenfeld-etal-2025-confidence,
    title = "Confidence Improves Self-Consistency in {LLM}s",
    author = "Taubenfeld, Amir  and
      Sheffer, Tom  and
      Ofek, Eran  and
      Feder, Amir  and
      Goldstein, Ariel  and
      Gekhman, Zorik  and
      Yona, Gal",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1030/",
    doi = "10.18653/v1/2025.findings-acl.1030",
    pages = "20090--20111",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tam-etal-2025-none,
    title = "None of the Above, Less of the Right Parallel Patterns in Human and {LLM} Performance on Multi-Choice Questions Answering",
    author = "Tam, Zhi Rui  and
      Wu, Cheng-Kuang  and
      Lin, Chieh-Yen  and
      Chen, Yun-Nung",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1031/",
    doi = "10.18653/v1/2025.findings-acl.1031",
    pages = "20112--20134",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cai-etal-2025-search,
    title = "In Search of the Lost Arch in Dialogue: A Dependency Dialogue Acts Corpus for Multi-Party Dialogues",
    author = "Cai, Jon  and
      King, Brendan  and
      Cameron, Peyton  and
      Brown, Susan Windisch  and
      Eckert, Miriam  and
      Srinivas, Dananjay  and
      Baker, George Arthur  and
      Everson, V Kate  and
      Palmer, Martha  and
      Martin, James  and
      Flanigan, Jeffrey",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1032/",
    doi = "10.18653/v1/2025.findings-acl.1032",
    pages = "20135--20149",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zheng-etal-2025-promind,
    title = "{P}ro{M}ind-{LLM}: Proactive Mental Health Care via Causal Reasoning with Sensor Data",
    author = "Zheng, Xinzhe  and
      Ji, Sijie  and
      Sun, Jiawei  and
      Chen, Renqi  and
      Gao, Wei  and
      Srivastava, Mani",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1033/",
    doi = "10.18653/v1/2025.findings-acl.1033",
    pages = "20150--20171",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kim-etal-2025-debiasing,
    title = "Debiasing Online Preference Learning via Preference Feature Preservation",
    author = "Kim, Dongyoung  and
      Yoon, Jinsung  and
      Shin, Jinwoo  and
      Kim, Jaehyung",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1034/",
    doi = "10.18653/v1/2025.findings-acl.1034",
    pages = "20172--20191",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{men-etal-2025-shortgpt,
    title = "{S}hort{GPT}: Layers in Large Language Models are More Redundant Than You Expect",
    author = "Men, Xin  and
      Xu, Mingyu  and
      Zhang, Qingyu  and
      Yuan, Qianhao  and
      Wang, Bingning  and
      Lin, Hongyu  and
      Lu, Yaojie  and
      Han, Xianpei  and
      Chen, Weipeng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1035/",
    doi = "10.18653/v1/2025.findings-acl.1035",
    pages = "20192--20204",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-projecteval,
    title = "{P}roject{E}val: A Benchmark for Programming Agents Automated Evaluation on Project-Level Code Generation",
    author = "Liu, Kaiyuan  and
      Pan, Youcheng  and
      Xiang, Yang  and
      He, Daojing  and
      Li, Jing  and
      Du, Yexing  and
      Gao, Tianrun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1036/",
    doi = "10.18653/v1/2025.findings-acl.1036",
    pages = "20205--20221",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{fan-etal-2025-unveiling,
    title = "Unveiling the Lack of {LVLM} Robustness to Fundamental Visual Variations: Why and Path Forward",
    author = "Fan, Zhiyuan  and
      Wang, Yumeng  and
      Polisetty, Sandeep  and
      Fung, Yi R.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1037/",
    doi = "10.18653/v1/2025.findings-acl.1037",
    pages = "20222--20242",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-dyntext,
    title = "{DYNTEXT}: Semantic-Aware Dynamic Text Sanitization for Privacy-Preserving {LLM} Inference",
    author = "Zhang, Juhua  and
      Tian, Zhiliang  and
      Zhu, Minghang  and
      Song, Yiping  and
      Sheng, Taishu  and
      Yang, Siyi  and
      Du, Qiunan  and
      Liu, Xinwang  and
      Huang, Minlie  and
      Li, Dongsheng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1038/",
    doi = "10.18653/v1/2025.findings-acl.1038",
    pages = "20243--20255",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zuo-etal-2025-inimagetrans,
    title = "{I}n{I}mage{T}rans: Multimodal {LLM}-based Text Image Machine Translation",
    author = "Zuo, Fei  and
      Chen, Kehai  and
      Zhang, Yu  and
      Xue, Zhengshan  and
      Zhang, Min",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1039/",
    doi = "10.18653/v1/2025.findings-acl.1039",
    pages = "20256--20277",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-frame,
    title = "{FRAME}: Boosting {LLM}s with A Four-Quadrant Multi-Stage Pretraining Strategy",
    author = "Zhang, Xuemiao  and
      Duan, Feiyu  and
      Liangyu, Xu  and
      Zhou, Yongwei  and
      Wang, Sirui  and
      Weng, Rongxiang  and
      Wang, Jingang  and
      Cai, Xunliang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1040/",
    doi = "10.18653/v1/2025.findings-acl.1040",
    pages = "20278--20297",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yang-etal-2025-large-language,
    title = "When Large Language Models Meet Speech: A Survey on Integration Approaches",
    author = "Yang, Zhengdong  and
      Shimizu, Shuichiro  and
      Yu, Yahan  and
      Chu, Chenhui",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1041/",
    doi = "10.18653/v1/2025.findings-acl.1041",
    pages = "20298--20315",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{graciotti-etal-2025-ke,
    title = "{KE}-{MHISTO}: Towards a Multilingual Historical Knowledge Extraction Benchmark for Addressing the Long-Tail Problem",
    author = "Graciotti, Arianna  and
      Piano, Leonardo  and
      Lazzari, Nicolas  and
      Daga, Enrico  and
      Tripodi, Rocco  and
      Presutti, Valentina  and
      Pompianu, Livio",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1042/",
    doi = "10.18653/v1/2025.findings-acl.1042",
    pages = "20316--20339",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yao-etal-2025-tailorkv,
    title = "{T}ailor{KV}: A Hybrid Framework for Long-Context Inference via Tailored {KV} Cache Optimization",
    author = "Yao, Dingyu  and
      Shen, Bowen  and
      Lin, Zheng  and
      Liu, Wei  and
      Luan, Jian  and
      Wang, Bin  and
      Wang, Weiping",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1043/",
    doi = "10.18653/v1/2025.findings-acl.1043",
    pages = "20340--20359",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{guo-etal-2025-elephant,
    title = "The Elephant in the Room: Exploring the Role of Neutral Words in Language Model Group-Agnostic Debiasing",
    author = "Guo, Xinwei  and
      Gao, Jiashi  and
      Zhou, Junlei  and
      Zhang, Jiaxin  and
      Chen, Guanhua  and
      Zhao, Xiangyu  and
      Liu, Quanying  and
      Wu, Haiyan  and
      Yao, Xin  and
      Wei, Xuetao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1044/",
    doi = "10.18653/v1/2025.findings-acl.1044",
    pages = "20360--20371",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{fu-etal-2025-llms,
    title = "{LLM}s Can Achieve High-quality Simultaneous Machine Translation as Efficiently as Offline",
    author = "Fu, Biao  and
      Liao, Minpeng  and
      Fan, Kai  and
      Li, Chengxi  and
      Zhang, Liang  and
      Chen, Yidong  and
      Shi, Xiaodong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1045/",
    doi = "10.18653/v1/2025.findings-acl.1045",
    pages = "20372--20395",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hua-etal-2025-beyond,
    title = "Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning",
    author = "Hua, Yin  and
      Liu, Zhiqiang  and
      Chen, Mingyang  and
      Fang, Zheng  and
      Wong, Chi Man  and
      Li, Lingxiao  and
      Vong, Chi Man  and
      Chen, Huajun  and
      Zhang, Wen",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1046/",
    doi = "10.18653/v1/2025.findings-acl.1046",
    pages = "20396--20412",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yang-etal-2025-generative,
    title = "Generative Error Correction for Emotion-aware Speech-to-text Translation",
    author = "Yang, Zhengdong  and
      Li, Sheng  and
      Chu, Chenhui",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1047/",
    doi = "10.18653/v1/2025.findings-acl.1047",
    pages = "20413--20421",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hou-etal-2025-synapticrag,
    title = "{S}ynaptic{RAG}: Enhancing Temporal Memory Retrieval in Large Language Models through Synaptic Mechanisms",
    author = "Hou, Yuki  and
      Tamoto, Haruki  and
      Zhao, Qinghua  and
      Miyashita, Homei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1048/",
    doi = "10.18653/v1/2025.findings-acl.1048",
    pages = "20422--20436",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sachdeva-etal-2025-localizing,
    title = "Localizing and Mitigating Errors in Long-form Question Answering",
    author = "Sachdeva, Rachneet Singh  and
      Song, Yixiao  and
      Iyyer, Mohit  and
      Gurevych, Iryna",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1049/",
    doi = "10.18653/v1/2025.findings-acl.1049",
    pages = "20437--20469",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{long-etal-2025-emgllm,
    title = "{EMGLLM}: Data-to-Text Alignment for Electromyogram Diagnosis Generation with Medical Numerical Data Encoding",
    author = "Long, Zefei  and
      Cao, Zhenbiao  and
      Chen, Wei  and
      Wei, Zhongyu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1050/",
    doi = "10.18653/v1/2025.findings-acl.1050",
    pages = "20470--20480",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{shikhar-etal-2025-llmvox,
    title = "{LLMV}o{X}: Autoregressive Streaming Text-to-Speech Model for Any {LLM}",
    author = "Shikhar, Sambal  and
      Kurpath, Mohammed Irfan  and
      Mullappilly, Sahal Shaji  and
      Lahoud, Jean  and
      Khan, Fahad Shahbaz  and
      Anwer, Rao Muhammad  and
      Khan, Salman  and
      Cholakkal, Hisham",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1051/",
    doi = "10.18653/v1/2025.findings-acl.1051",
    pages = "20481--20493",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhangwenbo-yuhan-2025-act2p,
    title = "{A}ct2{P}: {LLM}-Driven Online Dialogue Act Classification for Power Analysis",
    author = "Zhang, Wenbo  and
      Wang, Yuhan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1052/",
    doi = "10.18653/v1/2025.findings-acl.1052",
    pages = "20494--20504",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{micallef-borg-2025-melabenchv1,
    title = "{MELAB}enchv1: Benchmarking Large Language Models against Smaller Fine-Tuned Models for Low-Resource {M}altese {NLP}",
    author = "Micallef, Kurt  and
      Borg, Claudia",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1053/",
    doi = "10.18653/v1/2025.findings-acl.1053",
    pages = "20505--20527",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{eltanbouly-etal-2025-trates,
    title = "{TRATES}: Trait-Specific Rubric-Assisted Cross-Prompt Essay Scoring",
    author = "Eltanbouly, Sohaila  and
      Albatarni, Salam  and
      Elsayed, Tamer",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1054/",
    doi = "10.18653/v1/2025.findings-acl.1054",
    pages = "20528--20543",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-dast,
    title = "{DAST}: Context-Aware Compression in {LLM}s via Dynamic Allocation of Soft Tokens",
    author = "Chen, Shaoshen  and
      Li, Yangning  and
      Xu, Zishan  and
      Zeng, Yongqin  and
      Wu, Shunlong  and
      Hu, Xinshuo  and
      Shan, Zifei  and
      Su, Xin  and
      Tang, Jiwei  and
      Li, Yinghui  and
      Zheng, Hai-Tao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1055/",
    doi = "10.18653/v1/2025.findings-acl.1055",
    pages = "20544--20552",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{deng-etal-2025-multi,
    title = "A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs",
    author = "Deng, Yimin  and
      Wu, Yuxia  and
      Wang, Yejing  and
      Zhao, Guoshuai  and
      Zhu, Li  and
      Liu, Qidong  and
      Xu, Derong  and
      Fu, Zichuan  and
      Wu, Xian  and
      Zheng, Yefeng  and
      Zhao, Xiangyu  and
      Qian, Xueming",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1056/",
    doi = "10.18653/v1/2025.findings-acl.1056",
    pages = "20553--20565",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xu-etal-2025-mwpo,
    title = "{MWPO}: Enhancing {LLM}s Performance through Multi-Weight Preference Strength and Length Optimization",
    author = "Xu, Shiyue  and
      Zhang, Fu  and
      Cheng, Jingwei  and
      Zhou, Linfeng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1057/",
    doi = "10.18653/v1/2025.findings-acl.1057",
    pages = "20566--20581",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{dontsov-etal-2025-clear,
    title = "{CLEAR}: Character Unlearning in Textual and Visual Modalities",
    author = "Dontsov, Alexey  and
      Korzh, Dmitrii  and
      Zhavoronkin, Alexey  and
      Mikheev, Boris  and
      Bobkov, Denis  and
      Alanov, Aibek  and
      Rogov, Oleg  and
      Oseledets, Ivan  and
      Tutubalina, Elena",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1058/",
    doi = "10.18653/v1/2025.findings-acl.1058",
    pages = "20582--20603",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{dougrez-lewis-etal-2025-assessing,
    title = "Assessing the Reasoning Capabilities of {LLM}s in the context of Evidence-based Claim Verification",
    author = {Dougrez-Lewis, John  and
      Akhter, Mahmud Elahi  and
      Ruggeri, Federico  and
      L{\"o}bbers, Sebastian  and
      He, Yulan  and
      Liakata, Maria},
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1059/",
    doi = "10.18653/v1/2025.findings-acl.1059",
    pages = "20604--20628",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{verkijk-etal-2025-language,
    title = "Language Models Lack Temporal Generalization and Bigger is Not Better",
    author = "Verkijk, Stella  and
      Vossen, Piek  and
      Sommerauer, Pia",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1060/",
    doi = "10.18653/v1/2025.findings-acl.1060",
    pages = "20629--20637",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhou-etal-2025-difflm,
    title = "{D}iff{LM}: Controllable Synthetic Data Generation via Diffusion Language Models",
    author = "Zhou, Ying  and
      Wang, Xinyao  and
      Niu, Yulei  and
      Shen, Yaojie  and
      Tang, Lexin  and
      Chen, Fan  and
      He, Ben  and
      Sun, Le  and
      Wen, Longyin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1061/",
    doi = "10.18653/v1/2025.findings-acl.1061",
    pages = "20638--20658",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-uncertainty,
    title = "Uncertainty Unveiled: Can Exposure to More In-context Examples Mitigate Uncertainty for Large Language Models?",
    author = "Wang, Yifei  and
      Sheng, Yu  and
      Li, Linjing  and
      Zeng, Daniel Dajun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1062/",
    doi = "10.18653/v1/2025.findings-acl.1062",
    pages = "20659--20678",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cheng-etal-2025-toolspectrum,
    title = "{T}ool{S}pectrum: Towards Personalized Tool Utilization for Large Language Models",
    author = "Cheng, Zihao  and
      Wang, Hongru  and
      Liu, Zeming  and
      Guo, Yuhang  and
      Guo, Yuanfang  and
      Wang, Yunhong  and
      Wang, Haifeng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1063/",
    doi = "10.18653/v1/2025.findings-acl.1063",
    pages = "20679--20699",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{huang-etal-2025-reverse,
    title = "Reverse Preference Optimization for Complex Instruction Following",
    author = "Huang, Xiang  and
      Lin, Ting-En  and
      Fang, Feiteng  and
      Wu, Yuchuan  and
      Li, Hangyu  and
      Qu, Yuzhong  and
      Huang, Fei  and
      Li, Yongbin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1064/",
    doi = "10.18653/v1/2025.findings-acl.1064",
    pages = "20700--20723",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yeo-etal-2025-mms,
    title = "{MMS}-{LL}a{MA}: Efficient {LLM}-based Audio-Visual Speech Recognition with Minimal Multimodal Speech Tokens",
    author = "Yeo, Jeong Hun  and
      Rha, Hyeongseop  and
      Park, Se Jin  and
      Ro, Yong Man",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1065/",
    doi = "10.18653/v1/2025.findings-acl.1065",
    pages = "20724--20735",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lee-etal-2025-def,
    title = "Def-{DTS}: Deductive Reasoning for Open-domain Dialogue Topic Segmentation",
    author = "Lee, Seungmin  and
      Yoo, Yongsang  and
      Jung, Minhwa  and
      Song, Min",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1066/",
    doi = "10.18653/v1/2025.findings-acl.1066",
    pages = "20736--20753",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cui-etal-2025-exploring,
    title = "Exploring Jailbreak Attacks on {LLM}s through Intent Concealment and Diversion",
    author = "Cui, Tiehan  and
      Mao, Yanxu  and
      Liu, Peipei  and
      Liu, Congying  and
      You, Datao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1067/",
    doi = "10.18653/v1/2025.findings-acl.1067",
    pages = "20754--20768",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jang-etal-2025-verbosity,
    title = "Verbosity-Aware Rationale Reduction: Sentence-Level Rationale Reduction for Efficient and Effective Reasoning",
    author = "Jang, Joonwon  and
      Kim, Jaehee  and
      Kweon, Wonbin  and
      Lee, Seonghyeon  and
      Yu, Hwanjo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1068/",
    doi = "10.18653/v1/2025.findings-acl.1068",
    pages = "20769--20784",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{atapattu-etal-2025-exploring,
    title = "Exploring the Role of Mental Health Conversational Agents in Training Medical Students and Professionals: A Systematic Literature Review",
    author = "Atapattu, Thushari  and
      Thilakaratne, Menasha  and
      Do, Duc Nhan  and
      Herath, Mahen  and
      Falkner, Katrina E.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1069/",
    doi = "10.18653/v1/2025.findings-acl.1069",
    pages = "20785--20798",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ashizawa-etal-2025-bandit,
    title = "Bandit-Based Prompt Design Strategy Selection Improves Prompt Optimizers",
    author = "Ashizawa, Rin  and
      Hirose, Yoichi  and
      Yoshinari, Nozomu  and
      Uchida, Kento  and
      Shirakawa, Shinichi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1070/",
    doi = "10.18653/v1/2025.findings-acl.1070",
    pages = "20799--20817",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-storyteller,
    title = "{STORYTELLER}: An Enhanced Plot-Planning Framework for Coherent and Cohesive Story Generation",
    author = "Li, Jiaming  and
      Chen, Yukun  and
      Liu, Ziqiang  and
      Tan, Minghuan  and
      Zhang, Lei  and
      Li, Yunshui  and
      Luo, Run  and
      Chen, Longze  and
      Luo, Jing  and
      Argha, Ahmadreza  and
      Alinejad-Rokny, Hamid  and
      Zhou, Wei  and
      Yang, Min",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1071/",
    doi = "10.18653/v1/2025.findings-acl.1071",
    pages = "20818--20846",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{maurya-etal-2025-selectllm,
    title = "{S}elect{LLM}: Query-Aware Efficient Selection Algorithm for Large Language Models",
    author = "Maurya, Kaushal Kumar  and
      Srivatsa, Kv Aditya  and
      Kochmar, Ekaterina",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1072/",
    doi = "10.18653/v1/2025.findings-acl.1072",
    pages = "20847--20863",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhao-zhu-2025-skyllm,
    title = "{S}ky{LLM}: Cross-{LLM}-{API}s Federation for Cost-effective Query Processing",
    author = "Zhao, Heng  and
      Zhu, Yifei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1073/",
    doi = "10.18653/v1/2025.findings-acl.1073",
    pages = "20864--20873",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hosseinbeigi-etal-2025-matina-culturally,
    title = "Matina: A Culturally-Aligned {P}ersian Language Model Using Multiple {L}o{RA} Experts",
    author = "Hosseinbeigi, Sara Bourbour  and
      SeifKashani, MohammadAli  and
      Seraj, Javad  and
      Taherinezhad, Fatemeh  and
      Nafisi, Ali  and
      Nadi, Fatemeh  and
      Barati, Iman  and
      Hasani, Hosein  and
      Amiri, Mostafa  and
      Masoudi, Mostafa",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1074/",
    doi = "10.18653/v1/2025.findings-acl.1074",
    pages = "20874--20889",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kirsch-etal-2025-pm3,
    title = "{PM}3-{KIE}: A Probabilistic Multi-Task Meta-Model for Document Key Information Extraction",
    author = "Kirsch, Birgit  and
      Allende-Cid, H{\'e}ctor  and
      Rueping, Stefan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1075/",
    doi = "10.18653/v1/2025.findings-acl.1075",
    pages = "20890--20912",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lekssays-etal-2025-techniquerag,
    title = "{T}echnique{RAG}: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text",
    author = "Lekssays, Ahmed  and
      Shukla, Utsav  and
      Sencar, Husrev Taha  and
      Parvez, Md Rizwan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1076/",
    doi = "10.18653/v1/2025.findings-acl.1076",
    pages = "20913--20926",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{bai-etal-2025-g2s,
    title = "{G}2{S}: A General-to-Specific Learning Framework for Temporal Knowledge Graph Forecasting with Large Language Models",
    author = "Bai, Long  and
      Li, Zixuan  and
      Jin, Xiaolong  and
      Guo, Jiafeng  and
      Cheng, Xueqi  and
      Chua, Tat-Seng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1077/",
    doi = "10.18653/v1/2025.findings-acl.1077",
    pages = "20927--20938",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ye-etal-2025-disentangling,
    title = "Disentangling Reasoning Tokens and Boilerplate Tokens For Language Model Fine-tuning",
    author = "Ye, Ziang  and
      Zhang, Zhenru  and
      Zhang, Yang  and
      Ma, Jianxin  and
      Lin, Junyang  and
      Feng, Fuli",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1078/",
    doi = "10.18653/v1/2025.findings-acl.1078",
    pages = "20939--20957",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{rao-etal-2025-apt,
    title = "{APT}: Improving Specialist {LLM} Performance with Weakness Case Acquisition and Iterative Preference Training",
    author = "Rao, Jun  and
      Lin, Zepeng  and
      Liu, Xuebo  and
      Ke, Xiaopeng  and
      Lian, Lian  and
      Jin, Dong  and
      Cheng, Shengjun  and
      Yu, Jun  and
      Zhang, Min",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1079/",
    doi = "10.18653/v1/2025.findings-acl.1079",
    pages = "20958--20980",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cheng-etal-2025-easyea,
    title = "{E}asy{EA}: Large Language Model is All You Need in Entity Alignment Between Knowledge Graphs",
    author = "Cheng, Jingwei  and
      Lu, Chenglong  and
      Yang, Linyan  and
      Chen, Guoqing  and
      Zhang, Fu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1080/",
    doi = "10.18653/v1/2025.findings-acl.1080",
    pages = "20981--20995",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xu-etal-2025-adaptive,
    title = "An Adaptive Multi-Threshold Loss and a General Framework for Collaborating Losses in Document-Level Relation Extraction",
    author = "Xu, Huangming  and
      Zhang, Fu  and
      Cheng, Jingwei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1081/",
    doi = "10.18653/v1/2025.findings-acl.1081",
    pages = "20996--21007",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lu-etal-2025-rolemrc,
    title = "{R}ole{MRC}: A Fine-Grained Composite Benchmark for Role-Playing and Instruction-Following",
    author = "Lu, Junru  and
      Li, Jiazheng  and
      Shen, Guodong  and
      Gui, Lin  and
      An, Siyu  and
      He, Yulan  and
      Yin, Di  and
      Sun, Xing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1082/",
    doi = "10.18653/v1/2025.findings-acl.1082",
    pages = "21008--21030",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wu-etal-2025-c2rbench,
    title = "{C}{\texttwosuperior}{RB}ench: A {C}hinese Complex Reasoning Benchmark for Large Language Models",
    author = "Wu, Junru  and
      Shen, Tianhao  and
      Su, Linxi  and
      Xiong, Deyi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1083/",
    doi = "10.18653/v1/2025.findings-acl.1083",
    pages = "21031--21050",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ji-etal-2025-unlocking,
    title = "Unlocking {LLM}s' Self-Improvement Capacity with Autonomous Learning for Domain Adaptation",
    author = "Ji, Ke  and
      Chen, Junying  and
      Gao, Anningzhe  and
      Xie, Wenya  and
      Wan, Xiang  and
      Wang, Benyou",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1084/",
    doi = "10.18653/v1/2025.findings-acl.1084",
    pages = "21051--21067",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hartley-etal-2025-personality,
    title = "How Personality Traits Shape {LLM} Risk-Taking Behaviour",
    author = "Hartley, John  and
      Hamill, Conor Brian  and
      Seddon, Dale  and
      Batra, Devesh  and
      Okhrati, Ramin  and
      Khraishi, Raad",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1085/",
    doi = "10.18653/v1/2025.findings-acl.1085",
    pages = "21068--21092",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{niederreiter-gromann-2025-word,
    title = "Word-Level Detection of Code-Mixed Hate Speech with Multilingual Domain Transfer",
    author = "Niederreiter, Karin  and
      Gromann, Dagmar",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1086/",
    doi = "10.18653/v1/2025.findings-acl.1086",
    pages = "21093--21104",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{abolghasemi-etal-2025-evaluation,
    title = "Evaluation of Attribution Bias in Generator-Aware Retrieval-Augmented Large Language Models",
    author = "Abolghasemi, Amin  and
      Azzopardi, Leif  and
      Hashemi, Seyyed Hadi  and
      de Rijke, Maarten  and
      Verberne, Suzan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1087/",
    doi = "10.18653/v1/2025.findings-acl.1087",
    pages = "21105--21124",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yang-etal-2025-implicit,
    title = "Implicit Cross-Lingual Rewarding for Efficient Multilingual Preference Alignment",
    author = "Yang, Wen  and
      Wu, Junhong  and
      Wang, Chen  and
      Zong, Chengqing  and
      Zhang, Jiajun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1088/",
    doi = "10.18653/v1/2025.findings-acl.1088",
    pages = "21125--21147",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xu-etal-2025-diagnosing,
    title = "Diagnosing Failures in Large Language Models' Answers: Integrating Error Attribution into Evaluation Framework",
    author = "Xu, Zishan  and
      Xie, Shuyi  and
      Lv, Qingsong  and
      Xiao, Shupei  and
      Song, Linlin  and
      Wenjuan, Sui  and
      Lin, Fan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1089/",
    doi = "10.18653/v1/2025.findings-acl.1089",
    pages = "21148--21165",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{peng-etal-2025-encode,
    title = "Encode Errors: Representational Retrieval of In-Context Demonstrations for Multilingual Grammatical Error Correction",
    author = "Peng, Guangyue  and
      Li, Wei  and
      Luo, Wen  and
      Wang, Houfeng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1090/",
    doi = "10.18653/v1/2025.findings-acl.1090",
    pages = "21166--21180",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-preference,
    title = "Preference Curriculum: {LLM}s Should Always Be Pretrained on Their Preferred Data",
    author = "Zhang, Xuemiao  and
      Liangyu, Xu  and
      Duan, Feiyu  and
      Zhou, Yongwei  and
      Wang, Sirui  and
      Weng, Rongxiang  and
      Wang, Jingang  and
      Cai, Xunliang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1091/",
    doi = "10.18653/v1/2025.findings-acl.1091",
    pages = "21181--21198",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ye-etal-2025-input,
    title = "Can Input Attributions Explain Inductive Reasoning in In-Context Learning?",
    author = "Ye, Mengyu  and
      Kuribayashi, Tatsuki  and
      Kobayashi, Goro  and
      Suzuki, Jun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1092/",
    doi = "10.18653/v1/2025.findings-acl.1092",
    pages = "21199--21225",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chun-xue-2025-modal,
    title = "Modal Dependency Parsing via Biaffine Attention with Self-Loop",
    author = "Chun, Jayeol  and
      Xue, Nianwen",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1093/",
    doi = "10.18653/v1/2025.findings-acl.1093",
    pages = "21226--21238",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-beyond-profile,
    title = "Beyond Profile: From Surface-Level Facts to Deep Persona Simulation in {LLM}s",
    author = "Wang, Zixiao  and
      Zhang, Duzhen  and
      Agarwal, Ishita  and
      Gao, Shen  and
      Song, Le  and
      Chen, Xiuying",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1094/",
    doi = "10.18653/v1/2025.findings-acl.1094",
    pages = "21239--21257",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{qiu-etal-2025-measuring,
    title = "Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing {LLM} Personalization",
    author = "Qiu, Yilun  and
      Zhao, Xiaoyan  and
      Zhang, Yang  and
      Bai, Yimeng  and
      Wang, Wenjie  and
      Cheng, Hong  and
      Feng, Fuli  and
      Chua, Tat-Seng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1095/",
    doi = "10.18653/v1/2025.findings-acl.1095",
    pages = "21258--21277",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jeong-etal-2025-videorag,
    title = "{V}ideo{RAG}: Retrieval-Augmented Generation over Video Corpus",
    author = "Jeong, Soyeong  and
      Kim, Kangsan  and
      Baek, Jinheon  and
      Hwang, Sung Ju",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1096/",
    doi = "10.18653/v1/2025.findings-acl.1096",
    pages = "21278--21298",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-synergistic,
    title = "Synergistic Augmentation: Enhancing Cross-Domain Zero-Shot Slot Filling with Small Model-Assisted Large Language Models",
    author = "Li, Weizhen  and
      Huang, Junbao  and
      Huang, Peijie  and
      Xu, Yuhong  and
      Fan, Jiekun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1097/",
    doi = "10.18653/v1/2025.findings-acl.1097",
    pages = "21299--21312",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{nikolova-stoupak-etal-2025-classifier,
    title = "A Classifier of Word-Level Variants in Witnesses of Biblical {H}ebrew Manuscripts",
    author = "Nikolova-Stoupak, Iglika  and
      Amblard, Maxime  and
      Robert-Hayek, Sophie  and
      Rey, Fr{\'e}d{\'e}rique",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1098/",
    doi = "10.18653/v1/2025.findings-acl.1098",
    pages = "21313--21329",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hu-etal-2025-nova,
    title = "{NOVA}: An Iterative Planning Framework for Enhancing Scientific Innovation with Large Language Models",
    author = "Hu, Xiang  and
      Fu, Hongyu  and
      Wang, Jinge  and
      Wang, Yifeng  and
      Li, Zhikun  and
      Xu, Renjun  and
      Lu, Yu  and
      Jin, Yaochu  and
      Pan, Lili  and
      Lan, Zhenzhong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1099/",
    doi = "10.18653/v1/2025.findings-acl.1099",
    pages = "21330--21359",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{bu-etal-2025-query,
    title = "Query-Driven Multimodal {G}raph{RAG}: Dynamic Local Knowledge Graph Construction for Online Reasoning",
    author = "Bu, Chenyang  and
      Chang, Guojie  and
      Chen, Zihao  and
      Dang, CunYuan  and
      Wu, Zhize  and
      He, Yi  and
      Wu, Xindong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1100/",
    doi = "10.18653/v1/2025.findings-acl.1100",
    pages = "21360--21380",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xia-etal-2025-survey,
    title = "A Survey of Uncertainty Estimation Methods on Large Language Models",
    author = "Xia, Zhiqiu  and
      Xu, Jinxuan  and
      Zhang, Yuqian  and
      Liu, Hang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1101/",
    doi = "10.18653/v1/2025.findings-acl.1101",
    pages = "21381--21396",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lang-etal-2025-beyond,
    title = "Beyond Single-Value Metrics: Evaluating and Enhancing {LLM} Unlearning with Cognitive Diagnosis",
    author = "Lang, Yicheng  and
      Guo, Kehan  and
      Huang, Yue  and
      Zhou, Yujun  and
      Zhuang, Haomin  and
      Yang, Tianyu  and
      Su, Yao  and
      Zhang, Xiangliang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1102/",
    doi = "10.18653/v1/2025.findings-acl.1102",
    pages = "21397--21420",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xu-etal-2025-natural,
    title = "Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review",
    author = "Xu, Zihan  and
      Ma, Haotian  and
      Ding, Yihao  and
      Zhang, Gongbo  and
      Weng, Chunhua  and
      Peng, Yifan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1103/",
    doi = "10.18653/v1/2025.findings-acl.1103",
    pages = "21421--21443",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{nagar-etal-2025-transformer,
    title = "How do Transformer Embeddings Represent Compositions? A Functional Analysis",
    author = "Nagar, Aishik  and
      Rawal, Ishaan Singh  and
      Dhanania, Mansi  and
      Tan, Cheston",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1104/",
    doi = "10.18653/v1/2025.findings-acl.1104",
    pages = "21444--21461",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cai-etal-2025-entriever,
    title = "Entriever: Energy-based Retriever for Knowledge-Grounded Dialog Systems",
    author = "Cai, Yucheng  and
      Li, Ke  and
      Huang, Yi  and
      Feng, Junlan  and
      Ou, Zhijian",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1105/",
    doi = "10.18653/v1/2025.findings-acl.1105",
    pages = "21462--21474",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-montrose,
    title = "{MONTROSE}: {LLM}-driven {M}onte {C}arlo Tree Search Self-Refinement for Cross-Domain Rumor Detection",
    author = "Liu, Shanshan  and
      Lu, Menglong  and
      Huang, Zhen  and
      He, Zejiang  and
      Liu, Liu  and
      Sun, Zhigang  and
      Li, Dongsheng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1106/",
    doi = "10.18653/v1/2025.findings-acl.1106",
    pages = "21475--21487",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xu-etal-2025-petoolllm,
    title = "{PET}ool{LLM}: Towards Personalized Tool Learning in Large Language Models",
    author = "Xu, Qiancheng  and
      Li, Yongqi  and
      Xia, Heming  and
      Liu, Fan  and
      Yang, Min  and
      Li, Wenjie",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1107/",
    doi = "10.18653/v1/2025.findings-acl.1107",
    pages = "21488--21503",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tang-etal-2025-comprehensive,
    title = "A Comprehensive Graph Framework for Question Answering with Mode-Seeking Preference Alignment",
    author = "Tang, Quanwei  and
      Lee, Sophia Yat Mei  and
      Wu, Junshuang  and
      Zhang, Dong  and
      Li, Shoushan  and
      Cambria, Erik  and
      Zhou, Guodong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1108/",
    doi = "10.18653/v1/2025.findings-acl.1108",
    pages = "21504--21523",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{shaik-etal-2025-mismatched,
    title = "A {MISMATCHED} Benchmark for Scientific Natural Language Inference",
    author = "Shaik, Firoz  and
      Sadat, Mobashir  and
      Gautam, Nikita  and
      Caragea, Doina  and
      Caragea, Cornelia",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1109/",
    doi = "10.18653/v1/2025.findings-acl.1109",
    pages = "21524--21538",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-tagrouter,
    title = "{T}ag{R}outer: Learning Route to {LLM}s through Tags for Open-Domain Text Generation Tasks",
    author = "Chen, Zhou  and
      Wei, Zhiqiang  and
      Bai, Yuqi  and
      Xiong, Xue  and
      Wu, Jianmin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1110/",
    doi = "10.18653/v1/2025.findings-acl.1110",
    pages = "21539--21564",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hong-etal-2025-reasoning,
    title = "The Reasoning-Memorization Interplay in Language Models Is Mediated by a Single Direction",
    author = "Hong, Yihuai  and
      Cao, Meng  and
      Zhou, Dian  and
      Yu, Lei  and
      Jin, Zhijing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1111/",
    doi = "10.18653/v1/2025.findings-acl.1111",
    pages = "21565--21585",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{pan-etal-2025-mpbench,
    title = "{MPB}ench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification",
    author = "Pan, xu Zhao  and
      Zhou, Pengfei  and
      Ai, Jiaxin  and
      Zhao, Wangbo  and
      Wang, Kai  and
      Peng, Xiaojiang  and
      Shao, Wenqi  and
      Yao, Hongxun  and
      Zhang, Kaipeng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1112/",
    doi = "10.18653/v1/2025.findings-acl.1112",
    pages = "21586--21606",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xu-etal-2025-crab,
    title = "{CRAB}: Cross-environment Agent Benchmark for Multimodal Language Model Agents",
    author = "Xu, Tianqi  and
      Chen, Linyao  and
      Wu, Dai-Jie  and
      Chen, Yanjun  and
      Zhang, Zecheng  and
      Yao, Xiang  and
      Xie, Zhiqiang  and
      Chen, Yongchao  and
      Liu, Shilong  and
      Qian, Bochen  and
      Yang, Anjie  and
      Jin, Zhaoxuan  and
      Deng, Jianbo  and
      Torr, Philip  and
      Ghanem, Bernard  and
      Li, Guohao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1113/",
    doi = "10.18653/v1/2025.findings-acl.1113",
    pages = "21607--21647",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-towards-novel,
    title = "Towards A ``Novel'' Benchmark: Evaluating Literary Fiction with Large Language Models",
    author = "Wang, Wenqing  and
      Gao, Mingqi  and
      Hu, Xinyu  and
      Wan, Xiaojun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1114/",
    doi = "10.18653/v1/2025.findings-acl.1114",
    pages = "21648--21673",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-reinforcement,
    title = "A Reinforcement Learning Framework for Cross-Lingual Stance Detection Using Chain-of-Thought Alignment",
    author = "Li, Binghui  and
      Zou, Minghui  and
      Zhang, Xiaowang  and
      Chen, Shizhan  and
      Feng, Zhiyong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1115/",
    doi = "10.18653/v1/2025.findings-acl.1115",
    pages = "21674--21688",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-care,
    title = "{CARE}-{ST}a{R}: Constraint-aware Self-taught Reasoner",
    author = "Li, Zhiliang  and
      Tang, Bo  and
      Niu, Yijun  and
      Jin, Beihong  and
      Shi, Qiwen  and
      Feng, Yuchen  and
      Li, Zhiyu  and
      Hu, Jie  and
      Yang, Mingchuan  and
      Xiong, Feiyu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1116/",
    doi = "10.18653/v1/2025.findings-acl.1116",
    pages = "21689--21703",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sheffield-etal-2025-just,
    title = "Is It \textit{ {JUST}} Semantics? A Case Study of Discourse Particle Understanding in {LLM}s",
    author = "Sheffield, William  and
      Misra, Kanishka  and
      Pyatkin, Valentina  and
      Deo, Ashwini  and
      Mahowald, Kyle  and
      Li, Junyi Jessy",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1117/",
    doi = "10.18653/v1/2025.findings-acl.1117",
    pages = "21704--21715",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-war,
    title = "War of Thoughts: Competition Stimulates Stronger Reasoning in Large Language Models",
    author = "Chen, Yibin  and
      Liu, Jinyi  and
      Zheng, Yan  and
      Yuan, Yifu  and
      Hao, Jianye",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1118/",
    doi = "10.18653/v1/2025.findings-acl.1118",
    pages = "21716--21737",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{song-etal-2025-rationale,
    title = "Does Rationale Quality Matter? Enhancing Mental Disorder Detection via Selective Reasoning Distillation",
    author = "Song, Hoyun  and
      Lee, Huije  and
      Shin, Jisu  and
      Cho, Sukmin  and
      Ko, Changgeon  and
      Park, Jong C.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1119/",
    doi = "10.18653/v1/2025.findings-acl.1119",
    pages = "21738--21756",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{deng-mihalcea-2025-rethinking,
    title = "Rethinking Table Instruction Tuning",
    author = "Deng, Naihao  and
      Mihalcea, Rada",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1120/",
    doi = "10.18653/v1/2025.findings-acl.1120",
    pages = "21757--21780",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{deng-etal-2025-clinidial,
    title = "{C}lini{D}ial: A Naturally Occurring Multimodal Dialogue Dataset for Team Reflection in Action During Clinical Operation",
    author = "Deng, Naihao  and
      Das, Kapotaksha  and
      Mihalcea, Rada  and
      Popov, Vitaliy  and
      Abouelenien, Mohamed",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1121/",
    doi = "10.18653/v1/2025.findings-acl.1121",
    pages = "21781--21798",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{he-etal-2025-chumor,
    title = "Chumor 2.0: Towards Better Benchmarking {C}hinese Humor Understanding from (Ruo Zhi Ba)",
    author = "He, Ruiqi  and
      He, Yushu  and
      Bai, Longju  and
      Liu, Jiarui  and
      Sun, Zhenjie  and
      Tang, Zenghao  and
      Wang, He  and
      Xia, Hanchen  and
      Mihalcea, Rada  and
      Deng, Naihao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1122/",
    doi = "10.18653/v1/2025.findings-acl.1122",
    pages = "21799--21818",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-explicit,
    title = "Explicit {B}ayesian Inference to Uncover the Latent Themes of Large Language Models",
    author = "Li, Raymond  and
      Li, Chuyuan  and
      Murray, Gabriel  and
      Carenini, Giuseppe",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1123/",
    doi = "10.18653/v1/2025.findings-acl.1123",
    pages = "21819--21833",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gnehm-clematide-2025-improving,
    title = "Improving Occupational {ISCO} Classification of Multilingual {S}wiss Job Postings with {LLM}-Refined Training Data",
    author = "Gnehm, Ann-Sophie  and
      Clematide, Simon",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1124/",
    doi = "10.18653/v1/2025.findings-acl.1124",
    pages = "21834--21847",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{poddar-etal-2025-brevity,
    title = "Brevity is the soul of sustainability: Characterizing {LLM} response lengths",
    author = "Poddar, Soham  and
      Koley, Paramita  and
      Misra, Janardan  and
      Ganguly, Niloy  and
      Ghosh, Saptarshi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1125/",
    doi = "10.18653/v1/2025.findings-acl.1125",
    pages = "21848--21864",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-adversarial,
    title = "Adversarial Preference Learning for Robust {LLM} Alignment",
    author = "Wang, Yuanfu  and
      Wang, Pengyu  and
      Xi, Chenyang  and
      Tang, Bo  and
      Zhu, Junyi  and
      Wei, Wenqiang  and
      Chen, Chen  and
      Yang, Chao  and
      Zhang, Jingfeng  and
      Lu, Chaochao  and
      Niu, Yijun  and
      Mao, Keming  and
      Li, Zhiyu  and
      Xiong, Feiyu  and
      Hu, Jie  and
      Yang, Mingchuan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1126/",
    doi = "10.18653/v1/2025.findings-acl.1126",
    pages = "21865--21881",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{roh-etal-2025-gmba,
    title = "g{MBA}: Expression Semantic Guided Mixed {B}oolean-Arithmetic Deobfuscation Using Transformer Architectures",
    author = "Roh, Youjeong  and
      Paik, Joon-Young  and
      Kwon, Jingun  and
      Cho, Eun-Sun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1127/",
    doi = "10.18653/v1/2025.findings-acl.1127",
    pages = "21882--21888",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-readoc,
    title = "{READ}oc: A Unified Benchmark for Realistic Document Structured Extraction",
    author = "Li, Zichao  and
      Abulaiti, Aizier  and
      Lu, Yaojie  and
      Chen, Xuanang  and
      Zheng, Jia  and
      Lin, Hongyu  and
      Han, Xianpei  and
      Jiang, Shanshan  and
      Dong, Bin  and
      Sun, Le",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1128/",
    doi = "10.18653/v1/2025.findings-acl.1128",
    pages = "21889--21905",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ren-peng-2025-tictac,
    title = "{T}ic{T}ac: Time-aware Supervised Fine-tuning for Automatic Text Dating",
    author = "Ren, Han  and
      Peng, Minna",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1129/",
    doi = "10.18653/v1/2025.findings-acl.1129",
    pages = "21906--21918",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{feng-etal-2025-dolphin,
    title = "Dolphin: Document Image Parsing via Heterogeneous Anchor Prompting",
    author = "Feng, Hao  and
      Wei, Shu  and
      Fei, Xiang  and
      Shi, Wei  and
      Han, Yingdong  and
      Liao, Lei  and
      Lu, Jinghui  and
      Wu, Binghong  and
      Liu, Qi  and
      Lin, Chunhui  and
      Tang, Jingqun  and
      Liu, Hao  and
      Huang, Can",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1130/",
    doi = "10.18653/v1/2025.findings-acl.1130",
    pages = "21919--21936",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zheng-etal-2025-fanchuan,
    title = "{F}an{C}huan: A Multilingual and Graph-Structured Benchmark For Parody Detection and Analysis",
    author = "Zheng, Yilun  and
      Li, Sha  and
      Wu, Fangkun  and
      Ziyi, Yang  and
      Hongchao, Lin  and
      Hu, Zhichao  and
      Xinjun, Cai  and
      Wang, Ziming  and
      Chen, Jinxuan  and
      Luan, Sitao  and
      Xu, Jiahao  and
      Chen, Lihui",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1131/",
    doi = "10.18653/v1/2025.findings-acl.1131",
    pages = "21937--21957",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jang-etal-2025-p,
    title = "{P}-{C}o{T}: A Pedagogically-motivated Participatory Chain-of-Thought Prompting for Phonological Reasoning in {LLM}s",
    author = "Jang, Dongjun  and
      Ahn, Youngchae  and
      Shin, Hyopil",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1132/",
    doi = "10.18653/v1/2025.findings-acl.1132",
    pages = "21958--21979",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hu-etal-2025-dynacode,
    title = "{D}yna{C}ode: A Dynamic Complexity-Aware Code Benchmark for Evaluating Large Language Models in Code Generation",
    author = "Hu, Wenhao  and
      Duan, Jinhao  and
      Wei, Chunchen  and
      Zhang, Li  and
      Zhang, Yue  and
      Xu, Kaidi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1133/",
    doi = "10.18653/v1/2025.findings-acl.1133",
    pages = "21980--21997",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{abbes-etal-2025-small,
    title = "Small Encoders Can Rival Large Decoders in Detecting Groundedness",
    author = "Abbes, Istabrak  and
      Prato, Gabriele  and
      Fournier, Quentin  and
      Rodriguez, Fernando  and
      Boukhary, Alaa  and
      Elwood, Adam  and
      Chandar, Sarath",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1134/",
    doi = "10.18653/v1/2025.findings-acl.1134",
    pages = "21998--22005",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{heakl-etal-2025-kitab,
    title = "{KITAB}-Bench: A Comprehensive Multi-Domain Benchmark for {A}rabic {OCR} and Document Understanding",
    author = "Heakl, Ahmed  and
      Sohail, Muhammad Abdullah  and
      Ranjan, Mukul  and
      Elbadry, Rania  and
      Ahmad, Ghazi Shazan  and
      El-Geish, Mohamed  and
      Maher, Omar  and
      Shen, Zhiqiang  and
      Khan, Fahad Shahbaz  and
      Khan, Salman",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1135/",
    doi = "10.18653/v1/2025.findings-acl.1135",
    pages = "22006--22024",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{alipour-etal-2025-robustness,
    title = "Robustness and Confounders in the Demographic Alignment of {LLM}s with Human Perceptions of Offensiveness",
    author = "Alipour, Shayan  and
      Sen, Indira  and
      Samory, Mattia  and
      Mitra, Tanu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1136/",
    doi = "10.18653/v1/2025.findings-acl.1136",
    pages = "22025--22047",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{robinson-etal-2025-al,
    title = "{AL}-{QASIDA}: Analyzing {LLM} Quality and Accuracy Systematically in Dialectal {A}rabic",
    author = "Robinson, Nathaniel Romney  and
      Abdelmoneim, Shahd  and
      Marchisio, Kelly  and
      Ruder, Sebastian",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1137/",
    doi = "10.18653/v1/2025.findings-acl.1137",
    pages = "22048--22065",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{song-etal-2025-large,
    title = "Is Large Language Model Performance on Reasoning Tasks Impacted by Different Ways Questions Are Asked?",
    author = "Song, Seok Hwan  and
      Chakraborty, Mohna  and
      Li, Qi  and
      Tavanapong, Wallapak",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1138/",
    doi = "10.18653/v1/2025.findings-acl.1138",
    pages = "22066--22081",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{nag-etal-2025-mutantprompt,
    title = "{M}utant{P}rompt: Prompt Optimization via Mutation Under a Budget on Modest-sized {LM}s",
    author = "Nag, Arijit  and
      Mukherjee, Animesh  and
      Ganguly, Niloy  and
      Chakrabarti, Soumen",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1139/",
    doi = "10.18653/v1/2025.findings-acl.1139",
    pages = "22082--22092",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cui-etal-2025-heuristic,
    title = "Heuristic-based Search Algorithm in Automatic Instruction-focused Prompt Optimization: A Survey",
    author = "Cui, Wendi  and
      Zhang, Jiaxin  and
      Li, Zhuohang  and
      Sun, Hao  and
      Lopez, Damien  and
      Das, Kamalika  and
      Malin, Bradley A.  and
      Kumar, Sricharan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1140/",
    doi = "10.18653/v1/2025.findings-acl.1140",
    pages = "22093--22111",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{pitre-etal-2025-consensagent,
    title = "{CONSENSAGENT}: Towards Efficient and Effective Consensus in Multi-Agent {LLM} Interactions Through Sycophancy Mitigation",
    author = "Pitre, Priya  and
      Ramakrishnan, Naren  and
      Wang, Xuan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1141/",
    doi = "10.18653/v1/2025.findings-acl.1141",
    pages = "22112--22133",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{broomfield-etal-2025-structural,
    title = "The Structural Safety Generalization Problem",
    author = "Broomfield, Julius  and
      Gibbs, Tom  and
      Ingebretsen, George  and
      Kosak-Hine, Ethan  and
      Nasir, Tia  and
      Zhang, Jason  and
      Iranmanesh, Reihaneh  and
      Pieri, Sara  and
      Rabbany, Reihaneh  and
      Pelrine, Kellin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1142/",
    doi = "10.18653/v1/2025.findings-acl.1142",
    pages = "22134--22173",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{das-etal-2025-dpo,
    title = "{DPO} Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization",
    author = "Das, Amitava  and
      Trivedy, Suranjana  and
      Khanna, Danush  and
      Narsupalli, Yaswanth  and
      Ghosh, Basab  and
      Roy, Rajarshi  and
      Singh, Gurpreet  and
      Jain, Vinija  and
      Sharma, Vasu  and
      Reganti, Aishwarya Naresh  and
      Chadha, Aman",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1143/",
    doi = "10.18653/v1/2025.findings-acl.1143",
    pages = "22174--22270",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{fasching-lelkes-2025-model,
    title = "Model-Dependent Moderation: Inconsistencies in Hate Speech Detection Across {LLM}-based Systems",
    author = "Fasching, Neil  and
      Lelkes, Yphtach",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1144/",
    doi = "10.18653/v1/2025.findings-acl.1144",
    pages = "22271--22285",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{khatuya-etal-2025-label,
    title = "Label-semantics Aware Generative Approach for Domain-Agnostic Multilabel Classification",
    author = "Khatuya, Subhendu  and
      Naidu, Shashwat  and
      Ghosh, Saptarshi  and
      Goyal, Pawan  and
      Ganguly, Niloy",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1145/",
    doi = "10.18653/v1/2025.findings-acl.1145",
    pages = "22286--22298",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhu-etal-2025-unsupervised,
    title = "Unsupervised Morphological Tree Tokenizer",
    author = "Zhu, Qingyang  and
      Hu, Xiang  and
      Ji, Pengyu  and
      Wu, Wei  and
      Tu, Kewei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1146/",
    doi = "10.18653/v1/2025.findings-acl.1146",
    pages = "22299--22312",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{feng-rudzicz-2025-causallink,
    title = "{C}ausal{L}ink: An Interactive Evaluation Framework for Causal Reasoning",
    author = "Feng, Jinyue  and
      Rudzicz, Frank",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1147/",
    doi = "10.18653/v1/2025.findings-acl.1147",
    pages = "22313--22326",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-toward,
    title = "Toward Global {AI} Inclusivity: A Large-Scale Multilingual Terminology Dataset ({GIST})",
    author = "Liu, Jiarui  and
      Ouzzani, Iman  and
      Li, Wenkai  and
      Zhang, Lechen  and
      Ou, Tianyue  and
      Bouamor, Houda  and
      Jin, Zhijing  and
      Diab, Mona T.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1148/",
    doi = "10.18653/v1/2025.findings-acl.1148",
    pages = "22327--22360",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wu-etal-2025-joint,
    title = "A Joint Optimization Framework for Enhancing Efficiency of Tool Utilization in {LLM} Agents",
    author = "Wu, Bin  and
      Meij, Edgar  and
      Yilmaz, Emine",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1149/",
    doi = "10.18653/v1/2025.findings-acl.1149",
    pages = "22361--22373",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{magomere-etal-2025-claims,
    title = "When Claims Evolve: Evaluating and Enhancing the Robustness of Embedding Models Against Misinformation Edits",
    author = "Magomere, Jabez  and
      La Malfa, Emanuele  and
      Tonneau, Manuel  and
      Kazemi, Ashkan  and
      Hale, Scott A.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1150/",
    doi = "10.18653/v1/2025.findings-acl.1150",
    pages = "22374--22404",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gazit-etal-2025-splintering,
    title = "Splintering Nonconcatenative Languages for Better Tokenization",
    author = "Gazit, Bar  and
      Shmidman, Shaltiel  and
      Shmidman, Avi  and
      Pinter, Yuval",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1151/",
    doi = "10.18653/v1/2025.findings-acl.1151",
    pages = "22405--22417",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yang-etal-2025-aria,
    title = "Aria-{UI}: Visual Grounding for {GUI} Instructions",
    author = "Yang, Yuhao  and
      Wang, Yue  and
      Li, Dongxu  and
      Luo, Ziyang  and
      Chen, Bei  and
      Huang, Chao  and
      Li, Junnan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1152/",
    doi = "10.18653/v1/2025.findings-acl.1152",
    pages = "22418--22433",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yadav-etal-2025-revealing,
    title = "Revealing Hidden Mechanisms of Cross-Country Content Moderation with Natural Language Processing",
    author = "Yadav, Neemesh  and
      Liu, Jiarui  and
      Ortu, Francesco  and
      Ensafi, Roya  and
      Jin, Zhijing  and
      Mihalcea, Rada",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1153/",
    doi = "10.18653/v1/2025.findings-acl.1153",
    pages = "22434--22452",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{vasilev-etal-2025-unilogit,
    title = "Unilogit: Robust Machine Unlearning for {LLM}s Using Uniform-Target Self-Distillation",
    author = "Vasilev, Stefan  and
      Herold, Christian  and
      Liao, Baohao  and
      Hashemi, Seyyed Hadi  and
      Khadivi, Shahram  and
      Monz, Christof",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1154/",
    doi = "10.18653/v1/2025.findings-acl.1154",
    pages = "22453--22472",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-creating,
    title = "Creating a Lens of {C}hinese Culture: A Multimodal Dataset for {C}hinese Pun Rebus Art Understanding",
    author = "Zhang, Tuo  and
      Feng, Tiantian  and
      Ni, Yibin  and
      Cao, Mengqin  and
      Liu, Ruying  and
      Avestimehr, Kiana  and
      Butler, Katharine  and
      Weng, Yanjun  and
      Zhang, Mi  and
      Narayanan, Shrikanth  and
      Avestimehr, Salman",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1155/",
    doi = "10.18653/v1/2025.findings-acl.1155",
    pages = "22473--22487",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zafrir-etal-2025-fastdraft,
    title = "{F}ast{D}raft: How to Train Your Draft",
    author = "Zafrir, Ofir  and
      Margulis, Igor  and
      Shteyman, Dorin  and
      Guskin, Shira  and
      Boudoukh, Guy",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1156/",
    doi = "10.18653/v1/2025.findings-acl.1156",
    pages = "22488--22505",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gueuwou-etal-2025-signmusketeers,
    title = "{S}ign{M}usketeers: An Efficient Multi-Stream Approach for Sign Language Translation at Scale",
    author = "Gueuwou, Shester  and
      Du, Xiaodan  and
      Shakhnarovich, Greg  and
      Livescu, Karen",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1157/",
    doi = "10.18653/v1/2025.findings-acl.1157",
    pages = "22506--22521",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{nguyen-etal-2025-gui,
    title = "{GUI} Agents: A Survey",
    author = "Nguyen, Dang  and
      Chen, Jian  and
      Wang, Yu  and
      Wu, Gang  and
      Park, Namyong  and
      Hu, Zhengmian  and
      Lyu, Hanjia  and
      Wu, Junda  and
      Aponte, Ryan  and
      Xia, Yu  and
      Li, Xintong  and
      Shi, Jing  and
      Chen, Hongjie  and
      Lai, Viet Dac  and
      Xie, Zhouhang  and
      Kim, Sungchul  and
      Zhang, Ruiyi  and
      Yu, Tong  and
      Tanjim, Mehrab  and
      Ahmed, Nesreen K.  and
      Mathur, Puneet  and
      Yoon, Seunghyun  and
      Yao, Lina  and
      Kveton, Branislav  and
      Kil, Jihyung  and
      Nguyen, Thien Huu  and
      Bui, Trung  and
      Zhou, Tianyi  and
      Rossi, Ryan A.  and
      Dernoncourt, Franck",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1158/",
    doi = "10.18653/v1/2025.findings-acl.1158",
    pages = "22522--22538",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ben-abacha-etal-2025-medec,
    title = "{MEDEC}: A Benchmark for Medical Error Detection and Correction in Clinical Notes",
    author = "Ben Abacha, Asma  and
      Yim, Wen-wai  and
      Fu, Yujuan  and
      Sun, Zhaoyi  and
      Yetisgen, Meliha  and
      Xia, Fei  and
      Lin, Thomas",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1159/",
    doi = "10.18653/v1/2025.findings-acl.1159",
    pages = "22539--22550",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{springer-etal-2025-understanding,
    title = "Understanding the Influence of Synthetic Data for Text Embedders",
    author = "Springer, Jacob Mitchell  and
      Adlakha, Vaibhav  and
      Reddy, Siva  and
      Raghunathan, Aditi  and
      Mosbach, Marius",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1160/",
    doi = "10.18653/v1/2025.findings-acl.1160",
    pages = "22551--22567",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yeginbergen-etal-2025-dynamic,
    title = "Dynamic Knowledge Integration for Evidence-Driven Counter-Argument Generation with Large Language Models",
    author = "Yeginbergen, Anar  and
      Oronoz, Maite  and
      Agerri, Rodrigo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1161/",
    doi = "10.18653/v1/2025.findings-acl.1161",
    pages = "22568--22584",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lucy-etal-2025-tell,
    title = "Tell, Don{'}t Show: Leveraging Language Models' Abstractive Retellings to Model Literary Themes",
    author = "Lucy, Li  and
      Griffiths, Camilla  and
      Levine, Sarah  and
      Eberhardt, Jennifer L  and
      Demszky, Dorottya  and
      Bamman, David",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1162/",
    doi = "10.18653/v1/2025.findings-acl.1162",
    pages = "22585--22610",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hwang-etal-2025-bottlehumor,
    title = "{B}ottle{H}umor: Self-Informed Humor Explanation using the Information Bottleneck Principle",
    author = "Hwang, EunJeong  and
      West, Peter  and
      Shwartz, Vered",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1163/",
    doi = "10.18653/v1/2025.findings-acl.1163",
    pages = "22611--22632",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{matlin-etal-2025-financial,
    title = "Financial Language Model Evaluation ({FL}a{ME})",
    author = "Matlin, Glenn  and
      Okamoto, Mika  and
      Pardawala, Huzaifa  and
      Yang, Yang  and
      Chava, Sudheer",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1164/",
    doi = "10.18653/v1/2025.findings-acl.1164",
    pages = "22633--22679",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-causalrag,
    title = "{C}ausal{RAG}: Integrating Causal Graphs into Retrieval-Augmented Generation",
    author = "Wang, Nengbo  and
      Han, Xiaotian  and
      Singh, Jagdip  and
      Ma, Jing  and
      Chaudhary, Vipin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1165/",
    doi = "10.18653/v1/2025.findings-acl.1165",
    pages = "22680--22693",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kumarage-etal-2025-towards,
    title = "Towards Safety Reasoning in {LLM}s: {AI}-agentic Deliberation for Policy-embedded {C}o{T} Data Creation",
    author = "Kumarage, Tharindu  and
      Mehrabi, Ninareh  and
      Ramakrishna, Anil  and
      Zhao, Xinyan  and
      Zemel, Richard  and
      Chang, Kai-Wei  and
      Galstyan, Aram  and
      Gupta, Rahul  and
      Peris, Charith",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1166/",
    doi = "10.18653/v1/2025.findings-acl.1166",
    pages = "22694--22715",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yu-etal-2025-explain,
    title = "Explain then Rank: Scale Calibration of Neural Rankers Using Natural Language Explanations from {LLM}s",
    author = "Yu, Puxuan  and
      Cohen, Daniel  and
      Lamba, Hemank  and
      Tetreault, Joel R.  and
      Jaimes, Alejandro",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1167/",
    doi = "10.18653/v1/2025.findings-acl.1167",
    pages = "22716--22730",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{calvo-etal-2025-beyond,
    title = "Beyond instruction-conditioning, {M}o{TE}: Mixture of Task Experts for Multi-task Embedding Models",
    author = "Calvo, Miguel Romero  and
      Ding, Shuoyang  and
      Barrett, Corey D  and
      Dinu, Georgiana  and
      Karypis, George",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1168/",
    doi = "10.18653/v1/2025.findings-acl.1168",
    pages = "22731--22746",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yanfangzhou-etal-2025-metagent,
    title = "Metagent-{P}: A Neuro-Symbolic Planning Agent with Metacognition for Open Worlds",
    author = "Zhou, Yanfang  and
      Liu, Yuntao  and
      Li, Xiaodong  and
      Zhao, Yongqiang  and
      Wang, Xintong  and
      Tian, Jinlong  and
      Li, Zhenyu  and
      Xu, Xinhai",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1169/",
    doi = "10.18653/v1/2025.findings-acl.1169",
    pages = "22747--22764",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{saad-sanner-2025-q,
    title = "{Q}-{STRUM} Debate: Query-Driven Contrastive Summarization for Recommendation Comparison",
    author = "Saad, George-Kirollos  and
      Sanner, Scott",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1170/",
    doi = "10.18653/v1/2025.findings-acl.1170",
    pages = "22765--22782",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ramji-ramji-2025-inductive,
    title = "Inductive Linguistic Reasoning with Large Language Models",
    author = "Ramji, Raghav  and
      Ramji, Keshav",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1171/",
    doi = "10.18653/v1/2025.findings-acl.1171",
    pages = "22783--22810",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hong-etal-2025-evaluating,
    title = "Evaluating {LLM}s' Mathematical and Coding Competency through Ontology-guided Interventions",
    author = "Hong, Pengfei  and
      Majumder, Navonil  and
      Ghosal, Deepanway  and
      Aditya, Somak  and
      Mihalcea, Rada  and
      Poria, Soujanya",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1172/",
    doi = "10.18653/v1/2025.findings-acl.1172",
    pages = "22811--22849",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xiang-liu-2025-exploiting,
    title = "Exploiting Phonetics and Glyph Representation at Radical-level for Classical {C}hinese Understanding",
    author = "Xiang, Junyi  and
      Liu, Maofu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1173/",
    doi = "10.18653/v1/2025.findings-acl.1173",
    pages = "22850--22871",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tran-etal-2025-tokens,
    title = "Tokens for Learning, Tokens for Unlearning: Mitigating Membership Inference Attacks in Large Language Models via Dual-Purpose Training",
    author = "Tran, Toan  and
      Liu, Ruixuan  and
      Xiong, Li",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1174/",
    doi = "10.18653/v1/2025.findings-acl.1174",
    pages = "22872--22888",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{godbole-jia-2025-verify,
    title = "Verify with Caution: The Pitfalls of Relying on Imperfect Factuality Metrics",
    author = "Godbole, Ameya  and
      Jia, Robin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1175/",
    doi = "10.18653/v1/2025.findings-acl.1175",
    pages = "22889--22912",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{pancholi-etal-2025-tabxeval,
    title = "{T}ab{XE}val: Why this is a Bad Table? An e{X}haustive Rubric for Table Evaluation",
    author = "Pancholi, Vihang  and
      Bafna, Jainit Sushil  and
      Anvekar, Tejas  and
      Shrivastava, Manish  and
      Gupta, Vivek",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1176/",
    doi = "10.18653/v1/2025.findings-acl.1176",
    pages = "22913--22934",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ghosh-etal-2025-ladder,
    title = "{LADDER}: Language-Driven Slice Discovery and Error Rectification in Vision Classifiers",
    author = "Ghosh, Shantanu  and
      Syed, Rayan  and
      Wang, Chenyu  and
      Choudhary, Vaibhav  and
      Li, Binxu  and
      Poynton, Clare B  and
      Visweswaran, Shyam  and
      Batmanghelich, Kayhan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1177/",
    doi = "10.18653/v1/2025.findings-acl.1177",
    pages = "22935--22970",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhou-etal-2025-gsq,
    title = "{GSQ}-Tuning: Group-Shared Exponents Integer in Fully Quantized Training for {LLM}s On-Device Fine-tuning",
    author = "Zhou, Sifan  and
      Wang, Shuo  and
      Yuan, Zhihang  and
      Shi, Mingjia  and
      Shang, Yuzhang  and
      Yang, Dawei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1178/",
    doi = "10.18653/v1/2025.findings-acl.1178",
    pages = "22971--22988",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{balde-etal-2025-evaluation,
    title = "Evaluation of {LLM}s in Medical Text Summarization: The Role of Vocabulary Adaptation in High {OOV} Settings",
    author = "Balde, Gunjan  and
      Roy, Soumyadeep  and
      Mondal, Mainack  and
      Ganguly, Niloy",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1179/",
    doi = "10.18653/v1/2025.findings-acl.1179",
    pages = "22989--23004",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lan-etal-2025-unit,
    title = "{U}ni{T}: One Document, Many Revisions, Too Many Edit Intention Taxonomies",
    author = "Lan, Fangping  and
      Aljebreen, Abdullah  and
      Dragut, Eduard",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1180/",
    doi = "10.18653/v1/2025.findings-acl.1180",
    pages = "23005--23024",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhao-etal-2025-predicting,
    title = "Predicting Depression in Screening Interviews from Interactive Multi-Theme Collaboration",
    author = "Zhao, Xianbing  and
      Lyu, Yiqing  and
      Wang, Di  and
      Tang, Buzhou",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1181/",
    doi = "10.18653/v1/2025.findings-acl.1181",
    pages = "23025--23035",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yao-etal-2025-language,
    title = "Your Language Model May Think Too Rigidly: Achieving Reasoning Consistency with Symmetry-Enhanced Training",
    author = "Yao, Yihang  and
      Cen, Zhepeng  and
      Li, Miao  and
      Han, William  and
      Zhang, Yuyou  and
      Liu, Emerson  and
      Liu, Zuxin  and
      Gan, Chuang  and
      Zhao, Ding",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1182/",
    doi = "10.18653/v1/2025.findings-acl.1182",
    pages = "23036--23052",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-tritonbench,
    title = "{T}riton{B}ench: Benchmarking Large Language Model Capabilities for Generating Triton Operators",
    author = "Li, Jianling  and
      Li, Shangzhan  and
      Gao, Zhenye  and
      Shi, Qi  and
      Li, Yuxuan  and
      Wang, Zefan  and
      Huang, Jiacheng  and
      Wang, Haojie  and
      Wang, Jianrong  and
      Han, Xu  and
      Liu, Zhiyuan  and
      Sun, Maosong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1183/",
    doi = "10.18653/v1/2025.findings-acl.1183",
    pages = "23053--23066",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{garg-etal-2025-just,
    title = "Just {KIDDIN}' : Knowledge Infusion and Distillation for Detection of {IN}decent Memes",
    author = "Garg, Rahul  and
      Padhi, Trilok  and
      Jain, Hemang  and
      Kursuncu, Ugur  and
      Kumaraguru, Ponnurangam",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1184/",
    doi = "10.18653/v1/2025.findings-acl.1184",
    pages = "23067--23086",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zeng-etal-2025-dynamic,
    title = "Dynamic Personality in {LLM} Agents: A Framework for Evolutionary Modeling and Behavioral Analysis in the Prisoner{'}s Dilemma",
    author = "Zeng, Weiqi  and
      Wang, Bo  and
      Zhao, Dongming  and
      Qu, Zongfeng  and
      He, Ruifang  and
      Hou, Yuexian  and
      Hu, Qinghua",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1185/",
    doi = "10.18653/v1/2025.findings-acl.1185",
    pages = "23087--23100",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-building,
    title = "Building A Proof-Oriented Programmer That Is 64{\%} Better Than {GPT}-4o Under Data Scarcity",
    author = "Zhang, Dylan  and
      Wang, Justin  and
      Sun, Tianran",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1186/",
    doi = "10.18653/v1/2025.findings-acl.1186",
    pages = "23101--23118",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{waheed-etal-2025-robust,
    title = "On the Robust Approximation of {ASR} Metrics",
    author = "Waheed, Abdul  and
      Atwany, Hanin  and
      Singh, Rita  and
      Raj, Bhiksha",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1187/",
    doi = "10.18653/v1/2025.findings-acl.1187",
    pages = "23119--23146",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kang-etal-2025-values,
    title = "Are the Values of {LLM}s Structurally Aligned with Humans? A Causal Perspective",
    author = "Kang, Yipeng  and
      Wang, Junqi  and
      Li, Yexin  and
      Wang, Mengmeng  and
      Tu, Wenming  and
      Wang, Quansen  and
      Li, Hengli  and
      Wu, Tingjun  and
      Feng, Xue  and
      Zhong, Fangwei  and
      Zheng, Zilong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1188/",
    doi = "10.18653/v1/2025.findings-acl.1188",
    pages = "23147--23161",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-llms-also,
    title = "{LLM}s Can Also Do Well! Breaking Barriers in Semantic Role Labeling via Large Language Models",
    author = "Li, Xinxin  and
      Chen, Huiyao  and
      Liu, Chengjun  and
      Li, Jing  and
      Zhang, Meishan  and
      Yu, Jun  and
      Zhang, Min",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1189/",
    doi = "10.18653/v1/2025.findings-acl.1189",
    pages = "23162--23180",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{atwany-etal-2025-lost,
    title = "Lost in Transcription, Found in Distribution Shift: Demystifying Hallucination in Speech Foundation Models",
    author = "Atwany, Hanin  and
      Waheed, Abdul  and
      Singh, Rita  and
      Choudhury, Monojit  and
      Raj, Bhiksha",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1190/",
    doi = "10.18653/v1/2025.findings-acl.1190",
    pages = "23181--23203",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yanfangzhou-etal-2025-m2pa,
    title = "{M}2{PA}: A Multi-Memory Planning Agent for Open Worlds Inspired by Cognitive Theory",
    author = "Zhou, Yanfang  and
      Li, Xiaodong  and
      Liu, Yuntao  and
      Zhao, Yongqiang  and
      Wang, Xintong  and
      Li, Zhenyu  and
      Tian, Jinlong  and
      Xu, Xinhai",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1191/",
    doi = "10.18653/v1/2025.findings-acl.1191",
    pages = "23204--23220",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-annaagent,
    title = "{A}nna{A}gent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation",
    author = "Wang, Ming  and
      Wang, Peidong  and
      Wu, Lin  and
      Yang, Xiaocui  and
      Wang, Daling  and
      Feng, Shi  and
      Chen, Yuxin  and
      Wang, Bixuan  and
      Zhang, Yifei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1192/",
    doi = "10.18653/v1/2025.findings-acl.1192",
    pages = "23221--23235",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-diversification,
    title = "Diversification Catalyzes Language Models' Instruction Generalization To Unseen Semantics",
    author = "Zhang, Dylan  and
      Wang, Justin  and
      Charton, Francois",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1193/",
    doi = "10.18653/v1/2025.findings-acl.1193",
    pages = "23236--23249",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gao-etal-2025-decompilebench,
    title = "{D}ecompile{B}ench: A Comprehensive Benchmark for Evaluating Decompilers in Real-World Scenarios",
    author = "Gao, Zeyu  and
      Cui, Yuxin  and
      Wang, Hao  and
      Qin, Siliang  and
      Wang, Yuanda  and
      Bolun, Zhang  and
      Zhang, Chao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1194/",
    doi = "10.18653/v1/2025.findings-acl.1194",
    pages = "23250--23267",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-thinking,
    title = "Thinking Before Running! Efficient Code Generation with Thorough Exploration and Optimal Refinement",
    author = "Zhang, Xiaoqing  and
      Liu, Yuhan  and
      Sung, Flood  and
      Chen, Xiuying  and
      Shang, Shuo  and
      Yan, Rui",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1195/",
    doi = "10.18653/v1/2025.findings-acl.1195",
    pages = "23268--23281",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wu-etal-2025-edit,
    title = "Edit Once, Update Everywhere: A Simple Framework for Cross-Lingual Knowledge Synchronization in {LLM}s",
    author = "Wu, Yuchen  and
      Ding, Liang  and
      Shen, Li  and
      Tao, Dacheng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1196/",
    doi = "10.18653/v1/2025.findings-acl.1196",
    pages = "23282--23302",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jiang-etal-2025-safechain,
    title = "{S}afe{C}hain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities",
    author = "Jiang, Fengqing  and
      Xu, Zhangchen  and
      Li, Yuetai  and
      Niu, Luyao  and
      Xiang, Zhen  and
      Li, Bo  and
      Lin, Bill Yuchen  and
      Poovendran, Radha",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1197/",
    doi = "10.18653/v1/2025.findings-acl.1197",
    pages = "23303--23320",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{luo-etal-2025-etrqa,
    title = "{ETRQA}: A Comprehensive Benchmark for Evaluating Event Temporal Reasoning Abilities of Large Language Models",
    author = "Luo, Sigang  and
      Liu, Yinan  and
      Lin, Dongying  and
      Zhai, Yingying  and
      Wang, Bin  and
      Yang, Xiaochun  and
      Liu, Junpeng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1198/",
    doi = "10.18653/v1/2025.findings-acl.1198",
    pages = "23321--23339",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-law,
    title = "The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing {LLM} Hallucination",
    author = "Zhang, Yuji  and
      Li, Sha  and
      Qian, Cheng  and
      Liu, Jiateng  and
      Yu, Pengfei  and
      Han, Chi  and
      Fung, Yi R.  and
      McKeown, Kathleen  and
      Zhai, ChengXiang  and
      Li, Manling  and
      Ji, Heng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1199/",
    doi = "10.18653/v1/2025.findings-acl.1199",
    pages = "23340--23358",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yuan-etal-2025-legomt2,
    title = "{L}ego{MT}2: Selective Asynchronous Sharded Data Parallel Training for Massive Neural Machine Translation",
    author = "Yuan, Fei  and
      Lu, Yinquan  and
      Li, Lei  and
      Xu, Jingjing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1200/",
    doi = "10.18653/v1/2025.findings-acl.1200",
    pages = "23359--23376",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhao-etal-2025-pruning,
    title = "Pruning General Large Language Models into Customized Expert Models",
    author = "Zhao, Yiran  and
      Chen, Guizhen  and
      Kawaguchi, Kenji  and
      Bing, Lidong  and
      Zhang, Wenxuan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1201/",
    doi = "10.18653/v1/2025.findings-acl.1201",
    pages = "23377--23391",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lu-etal-2025-enhance,
    title = "Enhance Multimodal Consistency and Coherence for Text-Image Plan Generation",
    author = "Lu, Xiaoxin  and
      Zhang, Ranran Haoran  and
      Zhang, Yusen  and
      Zhang, Rui",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1202/",
    doi = "10.18653/v1/2025.findings-acl.1202",
    pages = "23392--23409",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{oguz-etal-2025-un,
    title = "Un-considering Contextual Information: Assessing {LLM}s' Understanding of Indexical Elements",
    author = "O{\u{g}}uz, Metehan  and
      Bakman, Yavuz Faruk  and
      Yaldiz, Duygu Nur",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1203/",
    doi = "10.18653/v1/2025.findings-acl.1203",
    pages = "23410--23427",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{trienes-etal-2025-behavioral,
    title = "Behavioral Analysis of Information Salience in Large Language Models",
    author = {Trienes, Jan  and
      Schl{\"o}tterer, J{\"o}rg  and
      Li, Junyi Jessy  and
      Seifert, Christin},
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1204/",
    doi = "10.18653/v1/2025.findings-acl.1204",
    pages = "23428--23454",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{baidya-etal-2025-behavior,
    title = "The Behavior Gap: Evaluating Zero-shot {LLM} Agents in Complex Task-Oriented Dialogs",
    author = "Baidya, Avinash  and
      Das, Kamalika  and
      Gao, Xiang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1205/",
    doi = "10.18653/v1/2025.findings-acl.1205",
    pages = "23455--23472",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{juneja-etal-2025-task,
    title = "Task Facet Learning: A Structured Approach To Prompt Optimization",
    author = "Juneja, Gurusha  and
      Jajoo, Gautam  and
      Li, Hua  and
      Jiao, Jian  and
      Natarajan, Nagarajan  and
      Sharma, Amit",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1206/",
    doi = "10.18653/v1/2025.findings-acl.1206",
    pages = "23473--23496",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tong-etal-2025-llm,
    title = "{LLM} as Effective Streaming Processor: Bridging Streaming-Batch Mismatches with Group Position Encoding",
    author = "Tong, Junlong  and
      Fu, Jinlan  and
      Lin, Zixuan  and
      Fan, Yingqi  and
      Zhao, Anhao  and
      Su, Hui  and
      Shen, Xiaoyu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1207/",
    doi = "10.18653/v1/2025.findings-acl.1207",
    pages = "23497--23517",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{das-etal-2025-yinyang,
    title = "{Y}in{Y}ang-Align: A new Benchmark for Competing Objectives and Introducing Multi-Objective Preference based Text-to-Image Alignment",
    author = "Das, Amitava  and
      Narsupalli, Yaswanth  and
      Singh, Gurpreet  and
      Jain, Vinija  and
      Sharma, Vasu  and
      Trivedy, Suranjana  and
      Chadha, Aman  and
      Sheth, Amit",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1208/",
    doi = "10.18653/v1/2025.findings-acl.1208",
    pages = "23518--23598",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{bajpai-hanawal-2025-free,
    title = "{FREE}: Fast and Robust Vision Language Models with Early Exits",
    author = "Bajpai, Divya Jyoti  and
      Hanawal, Manjesh Kumar",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1209/",
    doi = "10.18653/v1/2025.findings-acl.1209",
    pages = "23599--23615",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hu-etal-2025-repro,
    title = "{REPRO}-Bench: Can Agentic {AI} Systems Assess the Reproducibility of Social Science Research?",
    author = "Hu, Chuxuan  and
      Zhang, Liyun  and
      Lim, Yeji  and
      Wadhwani, Aum  and
      Peters, Austin  and
      Kang, Daniel",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1210/",
    doi = "10.18653/v1/2025.findings-acl.1210",
    pages = "23616--23626",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ghaboura-etal-2025-time,
    title = "Time Travel: A Comprehensive Benchmark to Evaluate {LMM}s on Historical and Cultural Artifacts",
    author = "Ghaboura, Sara  and
      More, Ketan Pravin  and
      Thawkar, Ritesh  and
      Ghallabi, Wafa Al  and
      Thawakar, Omkar  and
      Khan, Fahad Shahbaz  and
      Cholakkal, Hisham  and
      Khan, Salman  and
      Anwer, Rao Muhammad",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1211/",
    doi = "10.18653/v1/2025.findings-acl.1211",
    pages = "23627--23641",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sun-etal-2025-unveiling,
    title = "Unveiling and Addressing Pseudo Forgetting in Large Language Models",
    author = "Sun, Huashan  and
      Yang, Yizhe  and
      Li, Yinghao  and
      Li, Jiawei  and
      Gao, Yang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1212/",
    doi = "10.18653/v1/2025.findings-acl.1212",
    pages = "23642--23658",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liang-etal-2025-improving,
    title = "Improving {MLLM}{'}s Document Image Machine Translation via Synchronously Self-reviewing Its {OCR} Proficiency",
    author = "Liang, Yupu  and
      Zhang, Yaping  and
      Zhang, Zhiyang  and
      Chen, Zhiyuan  and
      Zhao, Yang  and
      Xiang, Lu  and
      Zong, Chengqing  and
      Zhou, Yu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1213/",
    doi = "10.18653/v1/2025.findings-acl.1213",
    pages = "23659--23678",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{bajpai-etal-2025-hg,
    title = "{HG}-{I}nsight{L}og: Context Prioritization and Reduction for Question Answering with Non-Natural Language Construct Log Data",
    author = "Bajpai, Supriya  and
      Gopal, Athira  and
      Harjpal, Chandrakant  and
      Kumar, Niraj",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1214/",
    doi = "10.18653/v1/2025.findings-acl.1214",
    pages = "23679--23695",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{dimakis-etal-2025-dialect,
    title = "Dialect Normalization using Large Language Models and Morphological Rules",
    author = "Dimakis, Antonios  and
      Pavlopoulos, John  and
      Anastasopoulos, Antonios",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1215/",
    doi = "10.18653/v1/2025.findings-acl.1215",
    pages = "23696--23714",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{marreddy-etal-2025-usdc,
    title = "{USDC}: A Dataset of $\underline{U}$ser $\underline{S}$tance and $\underline{D}$ogmatism in Long $\underline{C}$onversations",
    author = "Marreddy, Mounika  and
      Oota, Subba Reddy  and
      Chinni, Venkata Charan  and
      Gupta, Manish  and
      Flek, Lucie",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1216/",
    doi = "10.18653/v1/2025.findings-acl.1216",
    pages = "23715--23759",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kim-etal-2025-learning-insert,
    title = "Learning to Insert [{PAUSE}] Tokens for Better Reasoning",
    author = "Kim, Eunki  and
      Kim, Sangryul  and
      Thorne, James",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1217/",
    doi = "10.18653/v1/2025.findings-acl.1217",
    pages = "23760--23777",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sravanthi-etal-2025-understand,
    title = "Understand the Implication: Learning to Think for Pragmatic Understanding",
    author = "Sravanthi, Settaluri Lakshmi  and
      Maharaj, Kishan  and
      Gunnu, Sravani  and
      Mishra, Abhijit  and
      Bhattacharyya, Pushpak",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1218/",
    doi = "10.18653/v1/2025.findings-acl.1218",
    pages = "23778--23790",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lu-etal-2025-wasa,
    title = "{WASA}: {WA}termark-based Source Attribution for Large Language Model-Generated Data",
    author = "Lu, Xinyang  and
      Wang, Jingtan  and
      Zhao, Zitong  and
      Dai, Zhongxiang  and
      Foo, Chuan-Sheng  and
      Ng, See-Kiong  and
      Low, Bryan Kian Hsiang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1219/",
    doi = "10.18653/v1/2025.findings-acl.1219",
    pages = "23791--23824",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{agrawal-etal-2025-dense,
    title = "Dense Retrieval with Quantity Comparison Intent",
    author = "Agrawal, Prayas  and
      M, Nandeesh Kumar K  and
      Chelliah, Muthusamy  and
      Kumar, Surender  and
      Chakrabarti, Soumen",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1220/",
    doi = "10.18653/v1/2025.findings-acl.1220",
    pages = "23825--23839",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhou-etal-2025-reflection,
    title = "Reflection on Knowledge Graph for Large Language Models Reasoning",
    author = "Zhou, Yigeng  and
      Li, Wu  and
      Lu, Yifan  and
      Li, Jing  and
      Liu, Fangming  and
      Zhang, Meishan  and
      Wang, Yequan  and
      He, Daojing  and
      Liu, Honghai  and
      Zhang, Min",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1221/",
    doi = "10.18653/v1/2025.findings-acl.1221",
    pages = "23840--23857",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jin-etal-2025-revisiting,
    title = "Revisiting 3{D} {LLM} Benchmarks: Are We Really Testing 3{D} Capabilities?",
    author = "Jin, Jiahe  and
      He, Yanheng  and
      Yang, Mingyan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1222/",
    doi = "10.18653/v1/2025.findings-acl.1222",
    pages = "23858--23869",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ganon-etal-2025-diesel,
    title = "{DIESEL}: A Lightweight Inference-Time Safety Enhancement for Language Models",
    author = "Ganon, Ben  and
      Zolfi, Alon  and
      Hofman, Omer  and
      Singh, Inderjeet  and
      Kojima, Hisashi  and
      Elovici, Yuval  and
      Shabtai, Asaf",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1223/",
    doi = "10.18653/v1/2025.findings-acl.1223",
    pages = "23870--23890",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gu-etal-2025-toward,
    title = "Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience",
    author = "Gu, Jiawei  and
      Xian, Ziting  and
      Xie, Yuanzhen  and
      Liu, Ye  and
      Liu, Enjie  and
      Zhong, Ruichao  and
      Gao, Mochi  and
      Tan, Yunzhi  and
      Hu, Bo  and
      Li, Zang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1224/",
    doi = "10.18653/v1/2025.findings-acl.1224",
    pages = "23891--23910",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{nguyen-etal-2025-structured,
    title = "Structured Pruning for Diverse Best-of-$N$ Reasoning Optimization",
    author = "Nguyen, Hieu Trung  and
      Nguyen, Bao  and
      Nguyen, Viet Anh",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1225/",
    doi = "10.18653/v1/2025.findings-acl.1225",
    pages = "23911--23922",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xiao-etal-2025-podagent,
    title = "{P}od{A}gent: A Comprehensive Framework for Podcast Generation",
    author = "Xiao, Yujia  and
      He, Lei  and
      Guo, Haohan  and
      Xie, Feng-Long  and
      Lee, Tan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1226/",
    doi = "10.18653/v1/2025.findings-acl.1226",
    pages = "23923--23937",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-storm,
    title = "{STORM}-{BORN}: A Challenging Mathematical Derivations Dataset Curated via a Human-in-the-Loop Multi-Agent Framework",
    author = "Liu, Wenhao  and
      Lu, Zhenyi  and
      Hu, Xinyu  and
      Zhang, Jerry  and
      Li, Dailin  and
      Cen, Jiacheng  and
      Cao, Huilin  and
      Wang, Haiteng  and
      Li, Yuhan  and
      Kun, Xie  and
      Li, Dandan  and
      Zhang, Pei  and
      Zhang, Chengbo  and
      Ren, Yuxiang  and
      Huang, Xiaohong  and
      Ma, Yan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1227/",
    doi = "10.18653/v1/2025.findings-acl.1227",
    pages = "23938--23958",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-imove,
    title = "i{MOVE} : Instance-Motion-Aware Video Understanding",
    author = "Li, Jiaze  and
      Shi, Yaya  and
      Ma, Zongyang  and
      Xu, Haoran  and
      Yandong.bai, Yandong.bai  and
      Xiao, Huihui  and
      Kang, Ruiwen  and
      Yang, Fan  and
      Gao, Tingting  and
      Zhang, Di",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1228/",
    doi = "10.18653/v1/2025.findings-acl.1228",
    pages = "23959--23975",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{junker-zarriess-2025-scenegram,
    title = "{S}cene{G}ram: Conceptualizing and Describing Tangrams in Scene Context",
    author = "Junker, Simeon  and
      Zarrie{\ss}, Sina",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1229/",
    doi = "10.18653/v1/2025.findings-acl.1229",
    pages = "23976--23992",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{qin-etal-2025-relevant,
    title = "Relevant or Random: Can {LLM}s Truly Perform Analogical Reasoning?",
    author = "Qin, Chengwei  and
      Xia, Wenhan  and
      Wang, Tan  and
      Jiao, Fangkai  and
      Hu, Yuchen  and
      Ding, Bosheng  and
      Chen, Ruirui  and
      Joty, Shafiq",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1230/",
    doi = "10.18653/v1/2025.findings-acl.1230",
    pages = "23993--24010",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhou-etal-2025-merit,
    title = "{MERIT}: Multi-Agent Collaboration for Unsupervised Time Series Representation Learning",
    author = "Zhou, Shu  and
      Xuan, Yunyang  and
      Ao, Yuxuan  and
      Wang, Xin  and
      Fan, Tao  and
      Wang, Hao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1231/",
    doi = "10.18653/v1/2025.findings-acl.1231",
    pages = "24011--24028",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gao-etal-2025-jsontuning,
    title = "{J}son{T}uning: Towards Generalizable, Robust, and Controllable Instruction Tuning",
    author = "Gao, Chang  and
      Zhang, Wenxuan  and
      Chen, Guizhen  and
      Lam, Wai",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1232/",
    doi = "10.18653/v1/2025.findings-acl.1232",
    pages = "24029--24055",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-redundancylens,
    title = "{R}edundancy{L}ens: Revealing and Exploiting Visual Token Processing Redundancy for Efficient Decoder-Only {MLLM}s",
    author = "Li, Hongliang  and
      Zhang, Jiaxin  and
      Liao, Wenhui  and
      Peng, Dezhi  and
      Ding, Kai  and
      Jin, Lianwen",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1233/",
    doi = "10.18653/v1/2025.findings-acl.1233",
    pages = "24056--24067",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xu-etal-2025-memory,
    title = "Memory-augmented Query Reconstruction for {LLM}-based Knowledge Graph Reasoning",
    author = "Xu, Mufan  and
      Liang, Gewen  and
      Chen, Kehai  and
      Wang, Wei  and
      Zhou, Xun  and
      Yang, Muyun  and
      Zhao, Tiejun  and
      Zhang, Min",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1234/",
    doi = "10.18653/v1/2025.findings-acl.1234",
    pages = "24068--24084",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhong-etal-2025-kaft,
    title = "{K}a{FT}: Knowledge-aware Fine-tuning for Boosting {LLM}s' Domain-specific Question-Answering Performance",
    author = "Zhong, Qihuang  and
      Ding, Liang  and
      Cai, Xiantao  and
      Liu, Juhua  and
      Du, Bo  and
      Tao, Dacheng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1235/",
    doi = "10.18653/v1/2025.findings-acl.1235",
    pages = "24085--24100",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{junker-etal-2025-multimodal,
    title = "Are Multimodal Large Language Models Pragmatically Competent Listeners in Simple Reference Resolution Tasks?",
    author = "Junker, Simeon  and
      Ali, Manar  and
      Koch, Larissa  and
      Zarrie{\ss}, Sina  and
      Buschmeier, Hendrik",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1236/",
    doi = "10.18653/v1/2025.findings-acl.1236",
    pages = "24101--24109",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-removing,
    title = "Removing Prompt-template Bias in Reinforcement Learning from Human Feedback",
    author = "Wang, Chaojie  and
      Shi, Haonan  and
      Tian, Long  and
      An, Bo  and
      Yan, Shuicheng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1237/",
    doi = "10.18653/v1/2025.findings-acl.1237",
    pages = "24110--24122",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{huang-etal-2025-latent,
    title = "Latent Distribution Decouple for Uncertain-Aware Multimodal Multi-label Emotion Recognition",
    author = "Huang, Jingwang  and
      Zhong, Jiang  and
      Lei, Qin  and
      Gao, Jingpeng  and
      Yang, Yuming  and
      Wang, Sirui  and
      Li, Peiguang  and
      Wei, Kaiwen",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1238/",
    doi = "10.18653/v1/2025.findings-acl.1238",
    pages = "24123--24138",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhou-etal-2025-llms,
    title = "Are {LLM}s Rational Investors? A Study on the Financial Bias in {LLM}s",
    author = "Zhou, Yuhang  and
      Ni, Yuchen  and
      Xi, Zhiheng  and
      Yin, Zhangyue  and
      He, Yu  and
      Yunhui, Gan  and
      Liu, Xiang  and
      Jian, Zhang  and
      Liu, Sen  and
      Qiu, Xipeng  and
      Cao, Yixin  and
      Ye, Guangnan  and
      Chai, Hongfeng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1239/",
    doi = "10.18653/v1/2025.findings-acl.1239",
    pages = "24139--24173",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{oneata-etal-2025-seeing,
    title = "Seeing What Tastes Good: Revisiting Multimodal Distributional Semantics in the Billion Parameter Era",
    author = "Oneata, Dan  and
      Elliott, Desmond  and
      Frank, Stella",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1240/",
    doi = "10.18653/v1/2025.findings-acl.1240",
    pages = "24174--24191",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ghiasvand-etal-2025-communication,
    title = "Communication-Efficient and Tensorized Federated Fine-Tuning of Large Language Models",
    author = "Ghiasvand, Sajjad  and
      Yang, Yifan  and
      Xue, Zhiyu  and
      Alizadeh, Mahnoosh  and
      Zhang, Zheng  and
      Pedarsani, Ramtin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1241/",
    doi = "10.18653/v1/2025.findings-acl.1241",
    pages = "24192--24207",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hussain-etal-2025-rebuttal,
    title = "A rebuttal of two common deflationary stances against {LLM} cognition",
    author = "Hussain, Zak  and
      Mata, Rui  and
      Wulff, Dirk U.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1242/",
    doi = "10.18653/v1/2025.findings-acl.1242",
    pages = "24208--24213",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sullutrone-etal-2025-cover,
    title = "{COVER}: Context-Driven Over-Refusal Verification in {LLM}s",
    author = "Sullutrone, Giovanni  and
      Vigliermo, Riccardo A.  and
      Bergamaschi, Sonia  and
      Sala, Luca",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1243/",
    doi = "10.18653/v1/2025.findings-acl.1243",
    pages = "24214--24229",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{dubois-etal-2025-mosaic-multiple,
    title = "{MOSAIC}: Multiple Observers Spotting {AI} Content",
    author = "Dubois, Matthieu  and
      Yvon, Fran{\c{c}}ois  and
      Piantanida, Pablo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1244/",
    doi = "10.18653/v1/2025.findings-acl.1244",
    pages = "24230--24247",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{fuente-etal-2025-guidex,
    title = "{GUIDEX}: Guided Synthetic Data Generation for Zero-Shot Information Extraction",
    author = "Fuente, Neil De La  and
      Sainz, Oscar  and
      Garc{\'i}a-Ferrero, Iker  and
      Agirre, Eneko",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1245/",
    doi = "10.18653/v1/2025.findings-acl.1245",
    pages = "24248--24262",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sen-etal-2025-missing,
    title = "Missing the Margins: A Systematic Literature Review on the Demographic Representativeness of {LLM}s",
    author = "Sen, Indira  and
      Lutz, Marlene  and
      Rogers, Elisa  and
      Garcia, David  and
      Strohmaier, Markus",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1246/",
    doi = "10.18653/v1/2025.findings-acl.1246",
    pages = "24263--24289",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{thawakar-etal-2025-llamav,
    title = "{L}lama{V}-o1: Rethinking Step-by-step Visual Reasoning in {LLM}s",
    author = "Thawakar, Omkar  and
      Dissanayake, Dinura  and
      More, Ketan Pravin  and
      Thawkar, Ritesh  and
      Heakl, Ahmed  and
      Ahsan, Noor  and
      Li, Yuhao  and
      Zumri, Ilmuz Zaman Mohammed  and
      Lahoud, Jean  and
      Anwer, Rao Muhammad  and
      Cholakkal, Hisham  and
      Laptev, Ivan  and
      Shah, Mubarak  and
      Khan, Fahad Shahbaz  and
      Khan, Salman",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1247/",
    doi = "10.18653/v1/2025.findings-acl.1247",
    pages = "24290--24315",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{song-etal-2025-burn,
    title = "Burn After Reading: Do Multimodal Large Language Models Truly Capture Order of Events in Image Sequences?",
    author = "Song, Yingjin  and
      Du, Yupei  and
      Paperno, Denis  and
      Gatt, Albert",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1248/",
    doi = "10.18653/v1/2025.findings-acl.1248",
    pages = "24316--24342",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xu-etal-2025-full,
    title = "Full-Step-{DPO}: Self-Supervised Preference Optimization with Step-wise Rewards for Mathematical Reasoning",
    author = "Xu, Huimin  and
      Mao, Xin  and
      Li, Feng-Lin  and
      Wu, Xiaobao  and
      Chen, Wang  and
      Zhang, Wei  and
      Luu, Anh Tuan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1249/",
    doi = "10.18653/v1/2025.findings-acl.1249",
    pages = "24343--24356",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-eger-2025-emotions,
    title = "Do Emotions Really Affect Argument Convincingness? A Dynamic Approach with {LLM}-based Manipulation Checks",
    author = "Chen, Yanran  and
      Eger, Steffen",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1250/",
    doi = "10.18653/v1/2025.findings-acl.1250",
    pages = "24357--24381",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xu-etal-2025-scope,
    title = "{SCOPE}: Compress Mathematical Reasoning Steps for Efficient Automated Process Annotation",
    author = "Xu, Huimin  and
      Mao, Xin  and
      Li, Feng-Lin  and
      Wu, Xiaobao  and
      Chen, Wang  and
      Zhang, Wei  and
      Luu, Anh Tuan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1251/",
    doi = "10.18653/v1/2025.findings-acl.1251",
    pages = "24382--24394",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-compositional,
    title = "Compositional Syntactico-{S}em{B}anking for {E}nglish as a Second or Foreign Language",
    author = "Li, Wenxi  and
      Wang, Xihao  and
      Sun, Weiwei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1252/",
    doi = "10.18653/v1/2025.findings-acl.1252",
    pages = "24395--24406",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{dani-etal-2025-semantics,
    title = "Semantics-aware prompting for translating {NO}tices To {A}ir{M}en",
    author = "Dani, Minal Nitin  and
      Maheswaran, Aishwarya  and
      Desarkar, Maunendra Sankar",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1253/",
    doi = "10.18653/v1/2025.findings-acl.1253",
    pages = "24407--24417",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kantharuban-etal-2025-stereotype,
    title = "Stereotype or Personalization? User Identity Biases Chatbot Recommendations",
    author = "Kantharuban, Anjali  and
      Milbauer, Jeremiah  and
      Sap, Maarten  and
      Strubell, Emma  and
      Neubig, Graham",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1254/",
    doi = "10.18653/v1/2025.findings-acl.1254",
    pages = "24418--24436",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gupta-etal-2025-automated,
    title = "Automated main concept generation for narrative discourse assessment in aphasia",
    author = "Gupta, Ankita  and
      Hudspeth, Marisa  and
      Stokes, Polly  and
      Kurland, Jacquie  and
      O{'}Connor, Brendan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1255/",
    doi = "10.18653/v1/2025.findings-acl.1255",
    pages = "24437--24451",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sim-etal-2025-vlms,
    title = "Can {VLM}s Actually See and Read? A Survey on Modality Collapse in Vision-Language Models",
    author = "Sim, Mong Yuan  and
      Zhang, Wei Emma  and
      Dai, Xiang  and
      Fang, Biaoyan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1256/",
    doi = "10.18653/v1/2025.findings-acl.1256",
    pages = "24452--24470",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{asad-etal-2025-beautiful,
    title = "``You are Beautiful, Body Image Stereotypes are Ugly!'' {BIS}tereo: A Benchmark to Measure Body Image Stereotypes in Language Models",
    author = "Asad, Narjis  and
      Sahoo, Nihar Ranjan  and
      Murthy, Rudra  and
      Nath, Swaprava  and
      Bhattacharyya, Pushpak",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1257/",
    doi = "10.18653/v1/2025.findings-acl.1257",
    pages = "24471--24496",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{shi-etal-2025-retrieval,
    title = "Retrieval Models Aren{'}t Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models",
    author = "Shi, Zhengliang  and
      Wang, Yuhan  and
      Yan, Lingyong  and
      Ren, Pengjie  and
      Wang, Shuaiqiang  and
      Yin, Dawei  and
      Ren, Zhaochun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1258/",
    doi = "10.18653/v1/2025.findings-acl.1258",
    pages = "24497--24524",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jantsch-etal-2025-finecite,
    title = "{F}ine{C}ite: A Novel Approach For Fine-Grained Citation Context Analysis",
    author = "Jantsch, Lasse M.  and
      Koh, Dong-Jae  and
      Yoon, Seonghwan  and
      Lee, Jisu  and
      Lauscher, Anne  and
      Suh, Young-Kyoon",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1259/",
    doi = "10.18653/v1/2025.findings-acl.1259",
    pages = "24525--24542",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-decoupling,
    title = "Decoupling Reasoning and Knowledge Injection for In-Context Knowledge Editing",
    author = "Wang, Changyue  and
      Su, Weihang  and
      Ai, Qingyao  and
      Zhou, Yujia  and
      Liu, Yiqun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1260/",
    doi = "10.18653/v1/2025.findings-acl.1260",
    pages = "24543--24562",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yan-etal-2025-entrospect,
    title = "Entrospect: Information-Theoretic Self-Reflection Elicits Better Response Refinement of Small Language Models",
    author = "Yan, Tianqiang  and
      Lin, Ziqiao  and
      Zhang, Lin  and
      Sun, Zhenglong  and
      Gao, Yuan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1261/",
    doi = "10.18653/v1/2025.findings-acl.1261",
    pages = "24563--24577",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sawhney-etal-2025-iterative,
    title = "Iterative Repair with Weak Verifiers for Few-shot Transfer in {KBQA} with Unanswerability",
    author = "Sawhney, Riya  and
      Yadav, Samrat  and
      Bhattacharya, Indrajit  and
      Mausam",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1262/",
    doi = "10.18653/v1/2025.findings-acl.1262",
    pages = "24578--24596",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kim-etal-2025-safeguarding,
    title = "Safeguarding {RAG} Pipelines with {GMTP}: A Gradient-based Masked Token Probability Method for Poisoned Document Detection",
    author = "Kim, San  and
      Kim, Jonghwi  and
      Jeon, Yejin  and
      Lee, Gary",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1263/",
    doi = "10.18653/v1/2025.findings-acl.1263",
    pages = "24597--24614",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{suh-etal-2025-enstom,
    title = "{E}n{ST}o{M}: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic Maintenance",
    author = "Suh, Heejae  and
      Jeon, Yejin  and
      Kang, Deokhyung  and
      Park, Taehee  and
      Min, Yejin  and
      Lee, Gary",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1264/",
    doi = "10.18653/v1/2025.findings-acl.1264",
    pages = "24615--24631",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{qin-etal-2025-multitend,
    title = "{M}ulti{TEND}: A Multilingual Benchmark for Natural Language to {N}o{SQL} Query Translation",
    author = "Qin, Zhiqian  and
      Song, Yuanfeng  and
      Lu, Jinwei  and
      Song, Yuanwei  and
      Li, Shuaimin  and
      Zhang, Chen Jason",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1265/",
    doi = "10.18653/v1/2025.findings-acl.1265",
    pages = "24632--24657",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liang-etal-2025-tool,
    title = "Tool learning via Inference-time Scaling and Cycle Verifier",
    author = "Liang, Xiaobo  and
      Xie, Wenjin  and
      Li, Juntao  and
      Wang, Wanfu  and
      Chen, Yibin  and
      Chen, Kehai  and
      Zhang, Min",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1266/",
    doi = "10.18653/v1/2025.findings-acl.1266",
    pages = "24658--24671",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{pan-etal-2025-benchmarks,
    title = "When Benchmarks Talk: Re-Evaluating Code {LLM}s with Interactive Feedback",
    author = "Pan, Jane  and
      Shar, Ryan  and
      Pfau, Jacob  and
      Talwalkar, Ameet  and
      He, He  and
      Chen, Valerie",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1267/",
    doi = "10.18653/v1/2025.findings-acl.1267",
    pages = "24672--24700",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ri-etal-2025-reranking,
    title = "Reranking-based Generation for Unbiased Perspective Summarization",
    author = "Ri, Narutatsu  and
      Deas, Nicholas  and
      McKeown, Kathleen",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1268/",
    doi = "10.18653/v1/2025.findings-acl.1268",
    pages = "24701--24723",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{fang-etal-2025-karpa,
    title = "{KARPA}: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model{'}s Reasoning Path Aggregation",
    author = "Fang, Siyuan  and
      Ma, Kaijing  and
      Zheng, Tianyu  and
      Du, Xeron  and
      Lu, Ningxuan  and
      Zhang, Ge  and
      Tang, Qingkun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1269/",
    doi = "10.18653/v1/2025.findings-acl.1269",
    pages = "24724--24746",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhao-etal-2025-enhancing-llm,
    title = "Enhancing {LLM}-based Hatred and Toxicity Detection with Meta-Toxic Knowledge Graph",
    author = "Zhao, Yibo  and
      Zhu, Jiapeng  and
      Xu, Can  and
      Liu, Yao  and
      Li, Xiang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1270/",
    doi = "10.18653/v1/2025.findings-acl.1270",
    pages = "24747--24760",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{bui-etal-2025-mixture,
    title = "Mixture-of-Personas Language Models for Population Simulation",
    author = "Bui, Ngoc  and
      Nguyen, Hieu Trung  and
      Kumar, Shantanu  and
      Theodore, Julian  and
      Qiu, Weikang  and
      Nguyen, Viet Anh  and
      Ying, Rex",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1271/",
    doi = "10.18653/v1/2025.findings-acl.1271",
    pages = "24761--24778",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liao-etal-2025-cluscomp,
    title = "{C}lus{C}omp: A Simple Paradigm for Model Compression and Efficient Finetuning",
    author = "Liao, Baohao  and
      Herold, Christian  and
      Hashemi, Seyyed Hadi  and
      Vasilev, Stefan  and
      Khadivi, Shahram  and
      Monz, Christof",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1272/",
    doi = "10.18653/v1/2025.findings-acl.1272",
    pages = "24779--24804",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-decomposed,
    title = "Decomposed Opinion Summarization with Verified Aspect-Aware Modules",
    author = "Li, Miao  and
      Lau, Jey Han  and
      Hovy, Eduard  and
      Lapata, Mirella",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1273/",
    doi = "10.18653/v1/2025.findings-acl.1273",
    pages = "24805--24841",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{han-etal-2025-token,
    title = "Token-Budget-Aware {LLM} Reasoning",
    author = "Han, Tingxu  and
      Wang, Zhenting  and
      Fang, Chunrong  and
      Zhao, Shiyu  and
      Ma, Shiqing  and
      Chen, Zhenyu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1274/",
    doi = "10.18653/v1/2025.findings-acl.1274",
    pages = "24842--24855",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gong-etal-2025-hata,
    title = "{HATA}: Trainable and Hardware-Efficient Hash-Aware Top-$k$ Attention for Scalable Large Model Inference",
    author = "Gong, Ping  and
      Yi, Jiawei  and
      Wang, Shengnan  and
      Zhang, Juncheng  and
      Jin, Zewen  and
      Zhou, Ouxiang  and
      Liu, Ruibo  and
      Xu, Guanbin  and
      Bai, Youhui  and
      Ye, Bowen  and
      Yuan, Kun  and
      Yang, Tong  and
      Zhang, Gong  and
      Chen, Renhai  and
      Wu, Feng  and
      Li, Cheng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1275/",
    doi = "10.18653/v1/2025.findings-acl.1275",
    pages = "24856--24871",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{takashiro-etal-2025-answer,
    title = "Answer When Needed, Forget When Not: Language Models Pretend to Forget via In-Context Knowledge Unlearning",
    author = "Takashiro, Shota  and
      Kojima, Takeshi  and
      Gambardella, Andrew  and
      Cao, Qi  and
      Iwasawa, Yusuke  and
      Matsuo, Yutaka",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1276/",
    doi = "10.18653/v1/2025.findings-acl.1276",
    pages = "24872--24885",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{guan-etal-2025-list,
    title = "{LIST}: Linearly Incremental {SQL} Translator for Single-Hop Reasoning, Generation and Verification",
    author = "Guan, Kaiyuan  and
      Li, Ruoxin  and
      Guo, Xudong  and
      Huang, Zhenning  and
      Weng, Xudong  and
      Liu, Hehuan  and
      Wei, Zheng  and
      Li, Zang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1277/",
    doi = "10.18653/v1/2025.findings-acl.1277",
    pages = "24886--24897",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{bi-etal-2025-magi,
    title = "{MAGI}: Multi-Agent Guided Interview for Psychiatric Assessment",
    author = "Bi, Guanqun  and
      Chen, Zhuang  and
      Liu, Zhoufu  and
      Wang, Hongkai  and
      Xiao, Xiyao  and
      Xie, Yuqiang  and
      Zhang, Wen  and
      Huang, Yongkang  and
      Chen, Yuxuan  and
      Peng, Libiao  and
      Huang, Minlie",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1278/",
    doi = "10.18653/v1/2025.findings-acl.1278",
    pages = "24898--24921",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{nahin-etal-2025-titullms,
    title = "{T}itu{LLM}s: A Family of {B}angla {LLM}s with Comprehensive Benchmarking",
    author = "Nahin, Shahriar Kabir  and
      Nandi, Rabindra Nath  and
      Sarker, Sagor  and
      Muhtaseem, Quazi Sarwar  and
      Kowsher, Md  and
      Shill, Apu Chandraw  and
      Ibrahim, Md  and
      Menon, Mehadi Hasan  and
      Muntasir, Tareq Al  and
      Alam, Firoj",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1279/",
    doi = "10.18653/v1/2025.findings-acl.1279",
    pages = "24922--24940",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{foroutan-etal-2025-wikimixqa,
    title = "{W}iki{M}ix{QA}: A Multimodal Benchmark for Question Answering over Tables and Charts",
    author = "Foroutan, Negar  and
      Romanou, Angelika  and
      Ansaripour, Matin  and
      Eisenschlos, Julian Martin  and
      Aberer, Karl  and
      Lebret, R{\'e}mi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1280/",
    doi = "10.18653/v1/2025.findings-acl.1280",
    pages = "24941--24958",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hsu-etal-2025-lets,
    title = "Let{'}s Fuse Step by Step: A Generative Fusion Decoding Algorithm with {LLM}s for Robust and Instruction-Aware {ASR} and {OCR}",
    author = "Hsu, Chan-Jan  and
      Chen, Yi-Chang  and
      Liao, Feng-Ting  and
      Ho, Pei-Chen  and
      Wang, Yu-Hsiang  and
      Hsu, Po-Chun  and
      Shiu, Da-shan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1281/",
    doi = "10.18653/v1/2025.findings-acl.1281",
    pages = "24959--24973",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wen-etal-2025-hpss,
    title = "{HPSS}: Heuristic Prompting Strategy Search for {LLM} Evaluators",
    author = "Wen, Bosi  and
      Ke, Pei  and
      Sun, Yufei  and
      Wang, Cunxiang  and
      Gu, Xiaotao  and
      Zhou, Jinfeng  and
      Tang, Jie  and
      Wang, Hongning  and
      Huang, Minlie",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1282/",
    doi = "10.18653/v1/2025.findings-acl.1282",
    pages = "24974--25007",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{mahmood-etal-2025-fully,
    title = "A Fully Generative Motivational Interviewing Counsellor Chatbot for Moving Smokers Towards the Decision to Quit",
    author = "Mahmood, Zafarullah  and
      Ali, Soliman  and
      Zhu, Jiading  and
      Abdelwahab, Mohamed  and
      Collins, Michelle Yu  and
      Chen, Sihan  and
      Zhao, Yi Cheng  and
      Wolff, Jodi  and
      Melamed, Osnat C.  and
      Minian, Nadia  and
      Maslej, Marta  and
      Cooper, Carolynne  and
      Ratto, Matt  and
      Selby, Peter  and
      Rose, Jonathan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1283/",
    doi = "10.18653/v1/2025.findings-acl.1283",
    pages = "25008--25043",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wei-etal-2025-legalcore,
    title = "{L}egal{C}ore: A Dataset for Event Coreference Resolution in Legal Documents",
    author = "Wei, Kangda  and
      Shi, Xi  and
      Tong, Jonathan  and
      Sai Ramana Reddy  and
      Natarajan, Anandhavelu  and
      Jain, Rajiv  and
      Garimella, Aparna  and
      Huang, Ruihong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1284/",
    doi = "10.18653/v1/2025.findings-acl.1284",
    pages = "25044--25059",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{niwa-etal-2025-rectifying,
    title = "Rectifying Belief Space via Unlearning to Harness {LLM}s' Reasoning",
    author = "Niwa, Ayana  and
      Kaneko, Masahiro  and
      Inui, Kentaro",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1285/",
    doi = "10.18653/v1/2025.findings-acl.1285",
    pages = "25060--25075",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kumari-etal-2025-memedetoxnet,
    title = "{M}eme{D}etox{N}et: Balancing Toxicity Reduction and Context Preservation",
    author = "Kumari, Gitanjali  and
      Solanki, Jitendra  and
      Ekbal, Asif",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1286/",
    doi = "10.18653/v1/2025.findings-acl.1286",
    pages = "25076--25098",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wongkamjan-etal-2025-trust,
    title = "Should {I} Trust You? Detecting Deception in Negotiations using Counterfactual {RL}",
    author = "Wongkamjan, Wichayaporn  and
      Wang, Yanze  and
      Gu, Feng  and
      Peskoff, Denis  and
      Kummerfeld, Jonathan K.  and
      May, Jonathan  and
      Boyd-Graber, Jordan Lee",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1287/",
    doi = "10.18653/v1/2025.findings-acl.1287",
    pages = "25099--25113",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hu-etal-2025-multi,
    title = "Multi-matrix Factorization Attention",
    author = "Hu, Jingcheng  and
      Li, Houyi  and
      Zhang, Yinmin  and
      Wang, Zili  and
      Zhou, Shuigeng  and
      Zhang, Xiangyu  and
      Shum, Heung-Yeung",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1288/",
    doi = "10.18653/v1/2025.findings-acl.1288",
    pages = "25114--25126",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{munkhbat-etal-2025-self,
    title = "Self-Training Elicits Concise Reasoning in Large Language Models",
    author = "Munkhbat, Tergel  and
      Ho, Namgyu  and
      Kim, Seo Hyun  and
      Yang, Yongjin  and
      Kim, Yujin  and
      Yun, Se-Young",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1289/",
    doi = "10.18653/v1/2025.findings-acl.1289",
    pages = "25127--25152",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xu-etal-2025-reason,
    title = "Reason from Future: Reverse Thought Chain Enhances {LLM} Reasoning",
    author = "Xu, Yinlong  and
      Zheng, Yanzhao  and
      Sun, Shuoshuo  and
      Huang, Shuaihan  and
      Dong, Baohua  and
      Hangcheng, Zhu  and
      Huang, Ruohui  and
      Yu, Gang  and
      Xu, Hongxia  and
      Wu, Jian",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1290/",
    doi = "10.18653/v1/2025.findings-acl.1290",
    pages = "25153--25166",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tantakoun-etal-2025-llms,
    title = "{LLM}s as Planning Formalizers: A Survey for Leveraging Large Language Models to Construct Automated Planning Models",
    author = "Tantakoun, Marcus  and
      Muise, Christian  and
      Zhu, Xiaodan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1291/",
    doi = "10.18653/v1/2025.findings-acl.1291",
    pages = "25167--25188",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{aghakhani-etal-2025-conversation,
    title = "From Conversation to Automation: Leveraging {LLM}s for Problem-Solving Therapy Analysis",
    author = "Aghakhani, Elham  and
      Wang, Lu  and
      Washington, Karla T.  and
      Demiris, George  and
      Huh-Yoo, Jina  and
      Rezapour, Rezvaneh",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1292/",
    doi = "10.18653/v1/2025.findings-acl.1292",
    pages = "25189--25207",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-revisiting-self,
    title = "Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation",
    author = "Li, Yiwei  and
      Zhang, Ji  and
      Feng, Shaoxiong  and
      Yuan, Peiwen  and
      Wang, Xinglin  and
      Shi, Jiayi  and
      Zhang, Yueqi  and
      Tan, Chuyi  and
      Pan, Boyuan  and
      Hu, Yao  and
      Li, Kan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1293/",
    doi = "10.18653/v1/2025.findings-acl.1293",
    pages = "25208--25223",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhou-etal-2025-dont,
    title = "Don{'}t Say No: Jailbreaking {LLM} by Suppressing Refusal",
    author = "Zhou, Yukai  and
      Lou, Jian  and
      Huang, Zhijie  and
      Qin, Zhan  and
      Yang, Sibei  and
      Wang, Wenjie",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1294/",
    doi = "10.18653/v1/2025.findings-acl.1294",
    pages = "25224--25249",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sravanthi-etal-2025-perception,
    title = "From Perception to Reasoning: Enhancing Vision-Language Models for Mobile {UI} Understanding",
    author = "Sravanthi, Settaluri Lakshmi  and
      Mishra, Ankit  and
      Mondal, Debjyoti  and
      Panda, Subhadarshi  and
      Singh, Rituraj  and
      Bhattacharyya, Pushpak",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1295/",
    doi = "10.18653/v1/2025.findings-acl.1295",
    pages = "25250--25269",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{payne-kodner-2025-lemmas,
    title = "Lemmas Matter, But Not Like That: Predictors of Lemma-Based Generalization in Morphological Inflection",
    author = "Payne, Sarah  and
      Kodner, Jordan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1296/",
    doi = "10.18653/v1/2025.findings-acl.1296",
    pages = "25270--25286",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-mosaic,
    title = "Mosaic-{IT}: Cost-Free Compositional Data Synthesis for Instruction Tuning",
    author = "Li, Ming  and
      Chen, Pei  and
      Wang, Chenguang  and
      Zhao, Hongyu  and
      Liang, Yijun  and
      Hou, YuPeng  and
      Liu, Fuxiao  and
      Zhou, Tianyi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1297/",
    doi = "10.18653/v1/2025.findings-acl.1297",
    pages = "25287--25318",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhou-etal-2025-mam,
    title = "{MAM}: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration",
    author = "Zhou, Yucheng  and
      Song, Lingran  and
      Shen, Jianbing",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1298/",
    doi = "10.18653/v1/2025.findings-acl.1298",
    pages = "25319--25333",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-atlas,
    title = "{ATLAS}: Agent Tuning via Learning Critical Steps",
    author = "Chen, Zhixun  and
      Li, Ming  and
      Huang, Yuxuan  and
      Du, Yali  and
      Fang, Meng  and
      Zhou, Tianyi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1299/",
    doi = "10.18653/v1/2025.findings-acl.1299",
    pages = "25334--25349",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xefteri-etal-2025-syntactic,
    title = "Syntactic Control of Language Models by Posterior Inference",
    author = "Xefteri, Vicky  and
      Vieira, Tim  and
      Cotterell, Ryan  and
      Amini, Afra",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1300/",
    doi = "10.18653/v1/2025.findings-acl.1300",
    pages = "25350--25365",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-etal-2025-small-models,
    title = "Small Models Struggle to Learn from Strong Reasoners",
    author = "Li, Yuetai  and
      Yue, Xiang  and
      Xu, Zhangchen  and
      Jiang, Fengqing  and
      Niu, Luyao  and
      Lin, Bill Yuchen  and
      Ramasubramanian, Bhaskar  and
      Poovendran, Radha",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1301/",
    doi = "10.18653/v1/2025.findings-acl.1301",
    pages = "25366--25394",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lattimer-etal-2025-sparse,
    title = "Sparse Rewards Can Self-Train Dialogue Agents",
    author = "Lattimer, Barrett Martin  and
      Gangal, Varun Prashant  and
      McDonald, Ryan  and
      Yang, Yi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1302/",
    doi = "10.18653/v1/2025.findings-acl.1302",
    pages = "25395--25413",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{saha-feizi-2025-almost,
    title = "Almost {AI}, Almost Human: The Challenge of Detecting {AI}-Polished Writing",
    author = "Saha, Shoumik  and
      Feizi, Soheil",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1303/",
    doi = "10.18653/v1/2025.findings-acl.1303",
    pages = "25414--25431",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{marco-etal-2025-reader,
    title = "The Reader is the Metric: How Textual Features and Reader Profiles Explain Conflicting Evaluations of {AI} Creative Writing",
    author = "Marco, Guillermo  and
      Gonzalo, Julio  and
      Fresno, V{\'i}ctor",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1304/",
    doi = "10.18653/v1/2025.findings-acl.1304",
    pages = "25432--25449",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-yu-2025-summary,
    title = "Summary Factual Inconsistency Detection Based on {LLM}s Enhanced by Universal Information Extraction",
    author = "Li, Anguo  and
      Yu, Lei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1305/",
    doi = "10.18653/v1/2025.findings-acl.1305",
    pages = "25450--25465",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{joshi-etal-2025-eli,
    title = "{ELI}-Why: Evaluating the Pedagogical Utility of Language Model Explanations",
    author = "Joshi, Brihi  and
      He, Keyu  and
      Ramnath, Sahana  and
      Sabouri, Sadra  and
      Zhou, Kaitlyn  and
      Chattopadhyay, Souti  and
      Swayamdipta, Swabha  and
      Ren, Xiang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1306/",
    doi = "10.18653/v1/2025.findings-acl.1306",
    pages = "25466--25499",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-liu-2025-beyond,
    title = "Beyond Generation: Leveraging {LLM} Creativity to Overcome Label Bias in Classification",
    author = "Wang, Xiaoyue  and
      Liu, Xin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1307/",
    doi = "10.18653/v1/2025.findings-acl.1307",
    pages = "25500--25506",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-cogsteer,
    title = "{C}og{S}teer: Cognition-Inspired Selective Layer Intervention for Efficiently Steering Large Language Models",
    author = "Wang, Xintong  and
      Pan, Jingheng  and
      Ding, Liang  and
      Wang, Longyue  and
      Jiang, Longqin  and
      Li, Xingshan  and
      Biemann, Chris",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1308/",
    doi = "10.18653/v1/2025.findings-acl.1308",
    pages = "25507--25522",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{bodke-etal-2025-pastel,
    title = "{PASTEL} : Polarity-Aware Sentiment Triplet Extraction with {LLM}-as-a-Judge",
    author = "Bodke, Aaditya  and
      Kohli, Avinoor Singh  and
      Pardeshi, Hemant Subhash  and
      Bhosale, Prathamesh",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1309/",
    doi = "10.18653/v1/2025.findings-acl.1309",
    pages = "25523--25533",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{siu-etal-2025-cosmic,
    title = "{COSMIC}: Generalized Refusal Direction Identification in {LLM} Activations",
    author = "Siu, Vincent  and
      Crispino, Nicholas  and
      Yu, Zihao  and
      Pan, Sam  and
      Wang, Zhun  and
      Liu, Yang  and
      Song, Dawn  and
      Wang, Chenguang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1310/",
    doi = "10.18653/v1/2025.findings-acl.1310",
    pages = "25534--25553",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jiang-etal-2025-red,
    title = "Red Queen: Exposing Latent Multi-Turn Risks in Large Language Models",
    author = "Jiang, Yifan  and
      Aggarwal, Kriti  and
      Laud, Tanmay  and
      Munir, Kashif  and
      Pujara, Jay  and
      Mukherjee, Subhabrata",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1311/",
    doi = "10.18653/v1/2025.findings-acl.1311",
    pages = "25554--25591",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{peper-etal-2025-mdbench,
    title = "{MDB}ench: A Synthetic Multi-Document Reasoning Benchmark Generated with Knowledge Guidance",
    author = "Peper, Joseph J  and
      Qiu, Wenzhao  and
      Payani, Ali  and
      Wang, Lu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1312/",
    doi = "10.18653/v1/2025.findings-acl.1312",
    pages = "25592--25621",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ren-etal-2025-diallms,
    title = "{D}ia{LLM}s: {EHR}-Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction",
    author = "Ren, Weijieying  and
      Zhao, Tianxiang  and
      Wang, Lei  and
      Wang, Tianchun  and
      Honavar, Vasant G",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1313/",
    doi = "10.18653/v1/2025.findings-acl.1313",
    pages = "25622--25635",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhao-etal-2025-hallucination,
    title = "Can Hallucination Correction Improve Video-Language Alignment?",
    author = "Zhao, Lingjun  and
      Xie, Mingyang  and
      Cascante-Bonilla, Paola  and
      Iii, Hal Daum{\'e}  and
      Lee, Kwonjoon",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1314/",
    doi = "10.18653/v1/2025.findings-acl.1314",
    pages = "25636--25646",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sakai-etal-2025-impara,
    title = "{IMPARA}-{GED}: Grammatical Error Detection is Boosting Reference-free Grammatical Error Quality Estimator",
    author = "Sakai, Yusuke  and
      Goto, Takumi  and
      Watanabe, Taro",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1315/",
    doi = "10.18653/v1/2025.findings-acl.1315",
    pages = "25647--25654",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xu-etal-2025-language,
    title = "Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in {LLM}s",
    author = "Xu, Chenjun  and
      Wen, Bingbing  and
      Han, Bin  and
      Wolfe, Robert  and
      Wang, Lucy Lu  and
      Howe, Bill",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1316/",
    doi = "10.18653/v1/2025.findings-acl.1316",
    pages = "25655--25672",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zheng-etal-2025-multi,
    title = "Why Multi-Interest Fairness Matters: Hypergraph Contrastive Multi-Interest Learning for Fair Conversational Recommender System",
    author = "Zheng, Yongsen  and
      Xie, Zongxuan  and
      Wang, Guohua  and
      Liu, Ziyao  and
      Lin, Liang  and
      Lam, Kwok-Yan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1317/",
    doi = "10.18653/v1/2025.findings-acl.1317",
    pages = "25673--25684",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wang-etal-2025-cautious,
    title = "Cautious Next Token Prediction",
    author = "Wang, Yizhou  and
      Zhang, Lingzhi  and
      Bai, Yue  and
      Chiu, Mang Tik  and
      Hu, Zhengmian  and
      Zhang, Mingyuan  and
      Dong, Qihua  and
      Yin, Yu  and
      Amirghodsi, Sohrab  and
      Fu, Yun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1318/",
    doi = "10.18653/v1/2025.findings-acl.1318",
    pages = "25685--25697",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{han-etal-2025-reasoning,
    title = "Reasoning with Graphs: Structuring Implicit Knowledge to Enhance {LLM}s Reasoning",
    author = "Han, Haoyu  and
      Xie, Yaochen  and
      Liu, Hui  and
      Tang, Xianfeng  and
      Nag, Sreyashi  and
      Headden, William  and
      Li, Yang  and
      Luo, Chen  and
      Ji, Shuiwang  and
      He, Qi  and
      Tang, Jiliang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1319/",
    doi = "10.18653/v1/2025.findings-acl.1319",
    pages = "25698--25714",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sun-etal-2025-enhancing-medical,
    title = "Enhancing Medical Dialogue Generation through Knowledge Refinement and Dynamic Prompt Adjustment",
    author = "Sun, Hongda  and
      Peng, Jiaren  and
      Yang, Wenzhong  and
      He, Liang  and
      Du, Bo  and
      Yan, Rui",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1320/",
    doi = "10.18653/v1/2025.findings-acl.1320",
    pages = "25715--25726",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kuznetsov-etal-2025-feature,
    title = "Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders",
    author = "Kuznetsov, Kristian  and
      Kushnareva, Laida  and
      Razzhigaev, Anton  and
      Druzhinina, Polina  and
      Voznyuk, Anastasia  and
      Piontkovskaya, Irina  and
      Burnaev, Evgeny  and
      Barannikov, Serguei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1321/",
    doi = "10.18653/v1/2025.findings-acl.1321",
    pages = "25727--25748",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{palma-gomez-rozovskaya-2025-low,
    title = "Low-Resource Grammatical Error Correction: Selective Data Augmentation with Round-Trip Machine Translation",
    author = "Palma Gomez, Frank  and
      Rozovskaya, Alla",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1322/",
    doi = "10.18653/v1/2025.findings-acl.1322",
    pages = "25749--25770",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{schroeder-etal-2025-just,
    title = "Just Put a Human in the Loop? Investigating {LLM}-Assisted Annotation for Subjective Tasks",
    author = "Schroeder, Hope  and
      Roy, Deb  and
      Kabbara, Jad",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1323/",
    doi = "10.18653/v1/2025.findings-acl.1323",
    pages = "25771--25795",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hojer-etal-2025-research,
    title = "Research Community Perspectives on ``Intelligence'' and Large Language Models",
    author = "H{\o}jer, Bertram  and
      Thorn Jakobsen, Terne Sasha  and
      Rogers, Anna  and
      Heinrich, Stefan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1324/",
    doi = "10.18653/v1/2025.findings-acl.1324",
    pages = "25796--25812",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{semnani-etal-2025-lemonade,
    title = "{LEMONADE}: A Large Multilingual Expert-Annotated Abstractive Event Dataset for the Real World",
    author = "Semnani, Sina  and
      Zhang, Pingyue  and
      Zhai, Wanyue  and
      Li, Haozhuo  and
      Beauchamp, Ryan  and
      Billing, Trey  and
      Kishi, Katayoun  and
      Li, Manling  and
      Lam, Monica",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1325/",
    doi = "10.18653/v1/2025.findings-acl.1325",
    pages = "25813--25852",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{li-goyal-2025-memorization,
    title = "Memorization vs. Reasoning: Updating {LLM}s with New Knowledge",
    author = "Li, Aochong Oliver  and
      Goyal, Tanya",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1326/",
    doi = "10.18653/v1/2025.findings-acl.1326",
    pages = "25853--25874",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kumar-etal-2025-courteval,
    title = "{C}ourt{E}val: A Courtroom-Based Multi-Agent Evaluation Framework",
    author = "Kumar, Sandeep  and
      Nargund, Abhijit A  and
      Sridhar, Vivek",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1327/",
    doi = "10.18653/v1/2025.findings-acl.1327",
    pages = "25875--25887",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{marrese-taylor-etal-2025-multilingual,
    title = "Multilingual Definition Modeling",
    author = "Marrese-Taylor, Edison  and
      Shimomoto, Erica K.  and
      Solano, Alfredo  and
      Reid, Enrique",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1328/",
    doi = "10.18653/v1/2025.findings-acl.1328",
    pages = "25888--25906",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhu-etal-2025-human,
    title = "Human Bias in the Face of {AI}: Examining Human Judgment Against Text Labeled as {AI} Generated",
    author = "Zhu, Tiffany  and
      Weissburg, Iain  and
      Zhang, Kexun  and
      Wang, William Yang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1329/",
    doi = "10.18653/v1/2025.findings-acl.1329",
    pages = "25907--25914",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{tsukagoshi-sasano-2025-redundancy,
    title = "Redundancy, Isotropy, and Intrinsic Dimensionality of Prompt-based Text Embeddings",
    author = "Tsukagoshi, Hayato  and
      Sasano, Ryohei",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1330/",
    doi = "10.18653/v1/2025.findings-acl.1330",
    pages = "25915--25930",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sohn-etal-2025-harnessing,
    title = "Harnessing Whisper for Prosodic Stress Analysis",
    author = "Sohn, Samuel S.  and
      Knutsen, Sten  and
      Stromswold, Karin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1331/",
    doi = "10.18653/v1/2025.findings-acl.1331",
    pages = "25931--25942",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kim-etal-2025-share-story,
    title = "Can You Share Your Story? Modeling Clients' Metacognition and Openness for {LLM} Therapist Evaluation",
    author = "Kim, Minju  and
      Yoo, Dongje  and
      Hwang, Yeonjun  and
      Kang, Minseok  and
      Kim, Namyoung  and
      Gwak, Minju  and
      Kwak, Beong-woo  and
      Chae, Hyungjoo  and
      Kim, Harim  and
      Lee, Yunjoong  and
      Kim, Min Hee  and
      Jung, Dayi  and
      Chung, Kyong-Mee  and
      Yeo, Jinyoung",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1332/",
    doi = "10.18653/v1/2025.findings-acl.1332",
    pages = "25943--25962",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{sakajo-etal-2025-dictionaries,
    title = "Dictionaries to the Rescue: Cross-Lingual Vocabulary Transfer for Low-Resource Languages Using Bilingual Dictionaries",
    author = "Sakajo, Haruki  and
      Ide, Yusuke  and
      Vasselli, Justin  and
      Sakai, Yusuke  and
      Tian, Yingtao  and
      Kamigaito, Hidetaka  and
      Watanabe, Taro",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1333/",
    doi = "10.18653/v1/2025.findings-acl.1333",
    pages = "25963--25976",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ko-etal-2025-dense,
    title = "When Should Dense Retrievers Be Updated in Evolving Corpora? Detecting Out-of-Distribution Corpora Using {G}rad{N}orm{IR}",
    author = "Ko, Dayoon  and
      Kim, Jinyoung  and
      Kim, Sohyeon  and
      Kim, Jinhyuk  and
      Lee, Jaehoon  and
      Song, Seonghak  and
      Lee, Minyoung  and
      Kim, Gunhee",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1334/",
    doi = "10.18653/v1/2025.findings-acl.1334",
    pages = "25977--25996",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{israeli-etal-2025-million,
    title = "The Million Authors Corpus: A Cross-Lingual and Cross-Domain {W}ikipedia Dataset for Authorship Verification",
    author = "Israeli, Abraham  and
      Liu, Shuai  and
      May, Jonathan  and
      Jurgens, David",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1335/",
    doi = "10.18653/v1/2025.findings-acl.1335",
    pages = "25997--26017",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{choi-etal-2025-bridg,
    title = "{B}rid{G} {MT}: Enhancing {LLM}s' Machine Translation Capabilities with Sentence Bridging and Gradual {MT}",
    author = "Choi, Seungwoo  and
      Yoo, Gahyun  and
      Lee, Jay-Yoon",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1336/",
    doi = "10.18653/v1/2025.findings-acl.1336",
    pages = "26018--26042",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{hu-etal-2025-text2world,
    title = "{T}ext2{W}orld: Benchmarking Large Language Models for Symbolic World Model Generation",
    author = "Hu, Mengkang  and
      Chen, Tianxing  and
      Zou, Yude  and
      Lei, Yuheng  and
      Chen, Qiguang  and
      Li, Ming  and
      Mu, Yao  and
      Zhang, Hongyuan  and
      Shao, Wenqi  and
      Luo, Ping",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1337/",
    doi = "10.18653/v1/2025.findings-acl.1337",
    pages = "26043--26066",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kim-etal-2025-blinded,
    title = "Blinded by Context: Unveiling the Halo Effect of {MLLM} in {AI} Hiring",
    author = "Kim, Kyusik  and
      Ryu, Jeongwoo  and
      Jeon, Hyeonseok  and
      Suh, Bongwon",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1338/",
    doi = "10.18653/v1/2025.findings-acl.1338",
    pages = "26067--26113",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-zhang-2025-cot,
    title = "{C}o{T}-{UQ}: Improving Response-wise Uncertainty Quantification in {LLM}s with Chain-of-Thought",
    author = "Zhang, Boxuan  and
      Zhang, Ruqi",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1339/",
    doi = "10.18653/v1/2025.findings-acl.1339",
    pages = "26114--26133",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lin-etal-2025-ado,
    title = "{ADO}: Automatic Data Optimization for Inputs in {LLM} Prompts",
    author = "Lin, Sam  and
      Hua, Wenyue  and
      Li, Lingyao  and
      Wang, Zhenting  and
      Zhang, Yongfeng",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1340/",
    doi = "10.18653/v1/2025.findings-acl.1340",
    pages = "26134--26146",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jeung-etal-2025-large,
    title = "Large Language Models Still Exhibit Bias in Long Text",
    author = "Jeung, Wonje  and
      Jeon, Dongjae  and
      Yousefpour, Ashkan  and
      Choi, Jonghyun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1341/",
    doi = "10.18653/v1/2025.findings-acl.1341",
    pages = "26147--26169",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{gao-etal-2025-vision,
    title = "Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation",
    author = "Gao, Qiyue  and
      Pi, Xinyu  and
      Liu, Kevin  and
      Chen, Junrong  and
      Yang, Ruolan  and
      Huang, Xinqi  and
      Fang, Xinyu  and
      Sun, Lu  and
      Kishore, Gautham  and
      Ai, Bo  and
      Tao, Stone  and
      Liu, Mengyang  and
      Yang, Jiaxi  and
      Lai, Chao-Jung  and
      Jin, Chuanyang  and
      Xiang, Jiannan  and
      Huang, Benhao  and
      Chen, Zeming  and
      Danks, David  and
      Su, Hao  and
      Shu, Tianmin  and
      Ma, Ziqiao  and
      Qin, Lianhui  and
      Hu, Zhiting",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1342/",
    doi = "10.18653/v1/2025.findings-acl.1342",
    pages = "26170--26195",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ngong-etal-2025-protecting,
    title = "Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents",
    author = "Ngong, Ivoline C.  and
      Kadhe, Swanand Ravindra  and
      Wang, Hao  and
      Murugesan, Keerthiram  and
      Weisz, Justin D.  and
      Dhurandhar, Amit  and
      Natesan Ramamurthy, Karthikeyan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1343/",
    doi = "10.18653/v1/2025.findings-acl.1343",
    pages = "26196--26220",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ji-etal-2025-enhancing,
    title = "Enhancing Persona Consistency for {LLM}s' Role-Playing using Persona-Aware Contrastive Learning",
    author = "Ji, Ke  and
      Lian, Yixin  and
      Li, Linxu  and
      Gao, Jingsheng  and
      Li, Weiyuan  and
      Dai, Bin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1344/",
    doi = "10.18653/v1/2025.findings-acl.1344",
    pages = "26221--26238",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhou-etal-2025-m2,
    title = "M$^{2}$-{T}ab{F}act: Multi-Document Multi-Modal Fact Verification with Visual and Textual Representations of Tabular Data",
    author = "Zhou, Mingyang  and
      Zhang, Lingyu  and
      Horng, Sophia  and
      Chen, Maximillian  and
      Huang, Kung-Hsiang  and
      Chang, Shih-Fu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1345/",
    doi = "10.18653/v1/2025.findings-acl.1345",
    pages = "26239--26256",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{holsman-etal-2025-fuzzy,
    title = "Fuzzy Speculative Decoding for a Tunable Accuracy-Runtime Tradeoff",
    author = "Holsman, Maximilian  and
      Huang, Yukun  and
      Dhingra, Bhuwan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1346/",
    doi = "10.18653/v1/2025.findings-acl.1346",
    pages = "26257--26273",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{fang-etal-2025-play2prompt,
    title = "{PLAY}2{PROMPT}: Zero-shot Tool Instruction Optimization for {LLM} Agents via Tool Play",
    author = "Fang, Wei  and
      Zhang, Yang  and
      Qian, Kaizhi  and
      Glass, James R.  and
      Zhu, Yada",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1347/",
    doi = "10.18653/v1/2025.findings-acl.1347",
    pages = "26274--26290",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{puech-etal-2025-towards,
    title = "Towards the Pedagogical Steering of Large Language Models for Tutoring: A Case Study with Modeling Productive Failure",
    author = "Puech, Romain  and
      Macina, Jakub  and
      Chatain, Julia  and
      Sachan, Mrinmaya  and
      Kapur, Manu",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1348/",
    doi = "10.18653/v1/2025.findings-acl.1348",
    pages = "26291--26311",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{shin-etal-2025-spotting,
    title = "Spotting Out-of-Character Behavior: Atomic-Level Evaluation of Persona Fidelity in Open-Ended Generation",
    author = "Shin, Jisu  and
      Oh, Juhyun  and
      Kim, Eunsu  and
      Song, Hoyun  and
      Oh, Alice",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1349/",
    doi = "10.18653/v1/2025.findings-acl.1349",
    pages = "26312--26332",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhong-etal-2025-language,
    title = "What Language Do Non-{E}nglish-Centric Large Language Models Think in?",
    author = "Zhong, Chengzhi  and
      Liu, Qianying  and
      Cheng, Fei  and
      Jiang, Junfeng  and
      Wan, Zhen  and
      Chu, Chenhui  and
      Murawaki, Yugo  and
      Kurohashi, Sadao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1350/",
    doi = "10.18653/v1/2025.findings-acl.1350",
    pages = "26333--26346",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{trainin-abend-2025-t5score,
    title = "$T^5Score$: A Methodology for Automatically Assessing the Quality of {LLM} Generated Multi-Document Topic Sets",
    author = "Trainin, Itamar  and
      Abend, Omri",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1351/",
    doi = "10.18653/v1/2025.findings-acl.1351",
    pages = "26347--26375",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lee-etal-2025-uncertainty,
    title = "Uncertainty-Aware Contrastive Decoding",
    author = "Lee, Hakyung  and
      Park, Subeen  and
      Kim, Joowang  and
      Lim, Sungjun  and
      Song, Kyungwoo",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1352/",
    doi = "10.18653/v1/2025.findings-acl.1352",
    pages = "26376--26391",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lin-etal-2025-gems,
    title = "{GEMS}: Generation-Based Event Argument Extraction via Multi-perspective Prompts and Ontology Steering",
    author = "Lin, Run  and
      Liu, Yao  and
      Gan, Yanglei  and
      Cai, Yuxiang  and
      Lan, Tian  and
      Liu, Qiao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1353/",
    doi = "10.18653/v1/2025.findings-acl.1353",
    pages = "26392--26409",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{saji-etal-2025-romanlens,
    title = "{R}oman{L}ens: The Role Of Latent {R}omanization In Multilinguality In {LLM}s",
    author = "Saji, Alan  and
      Husain, Jaavid Aktar  and
      Jayakumar, Thanmay  and
      Dabre, Raj  and
      Kunchukuttan, Anoop  and
      Puduppully, Ratish",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1354/",
    doi = "10.18653/v1/2025.findings-acl.1354",
    pages = "26410--26429",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-7,
    title = "7 Points to {T}singhua but 10 Points to ? Assessing Large Language Models in Agentic Multilingual National Bias",
    author = "Liu, Qianying  and
      Wang, Katrina Qiyao  and
      Cheng, Fei  and
      Kurohashi, Sadao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1355/",
    doi = "10.18653/v1/2025.findings-acl.1355",
    pages = "26430--26442",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-search,
    title = "Search-in-Context: Efficient Multi-Hop {QA} over Long Contexts via {M}onte {C}arlo Tree Search with Dynamic {KV} Retrieval",
    author = "Chen, Jiabei  and
      Liu, Guang  and
      He, Shizhu  and
      Luo, Kun  and
      Xu, Yao  and
      Zhao, Jun  and
      Liu, Kang",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1356/",
    doi = "10.18653/v1/2025.findings-acl.1356",
    pages = "26443--26455",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kim-etal-2025-llm-interviewer,
    title = "{LLM}-as-an-Interviewer: Beyond Static Testing Through Dynamic {LLM} Evaluation",
    author = "Kim, Eunsu  and
      Suk, Juyoung  and
      Kim, Seungone  and
      Muennighoff, Niklas  and
      Kim, Dongkwan  and
      Oh, Alice",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1357/",
    doi = "10.18653/v1/2025.findings-acl.1357",
    pages = "26456--26493",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-intentionesc,
    title = "{I}ntention{ESC}: An Intention-Centered Framework for Enhancing Emotional Support in Dialogue Systems",
    author = "Zhang, Xinjie  and
      Wang, Wenxuan  and
      Jin, Qin",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1358/",
    doi = "10.18653/v1/2025.findings-acl.1358",
    pages = "26494--26516",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yeo-jaidka-2025-beyond,
    title = "Beyond Context to Cognitive Appraisal: Emotion Reasoning as a Theory of Mind Benchmark for Large Language Models",
    author = "Yeo, Gerard Christopher  and
      Jaidka, Kokil",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1359/",
    doi = "10.18653/v1/2025.findings-acl.1359",
    pages = "26517--26525",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{naznin-etal-2025-cstrl,
    title = "{CSTRL}: Context-Driven Sequential Transfer Learning for Abstractive Radiology Report Summarization",
    author = "Naznin, Mst. Fahmida Sultana  and
      Faruq, Adnan Ibney  and
      Tazwar, Mostafa Rifat  and
      Jobayer, Md  and
      Shawon, Md. Mehedi Hasan  and
      Hasan, Md Rakibul",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1360/",
    doi = "10.18653/v1/2025.findings-acl.1360",
    pages = "26526--26537",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yang-etal-2025-rethinking-prompt,
    title = "Rethinking Prompt-based Debiasing in Large Language Model",
    author = "Yang, Xinyi  and
      Zhan, Runzhe  and
      Yang, Shu  and
      Wu, Junchao  and
      Chao, Lidia S.  and
      Wong, Derek F.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1361/",
    doi = "10.18653/v1/2025.findings-acl.1361",
    pages = "26538--26553",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lee-etal-2025-exploring,
    title = "Exploring In-context Example Generation for Machine Translation",
    author = "Lee, Dohyun  and
      Lee, Seungil Chad  and
      Yang, Chanwoo  and
      Baek, Yujin  and
      Choo, Jaegul",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1362/",
    doi = "10.18653/v1/2025.findings-acl.1362",
    pages = "26554--26568",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{baek-etal-2025-knowledge,
    title = "Knowledge Base Construction for Knowledge-Augmented Text-to-{SQL}",
    author = "Baek, Jinheon  and
      Samulowitz, Horst  and
      Hassanzadeh, Oktie  and
      Subramanian, Dharmashankar  and
      Shirai, Sola  and
      Gliozzo, Alfio  and
      Bhattacharjya, Debarun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1363/",
    doi = "10.18653/v1/2025.findings-acl.1363",
    pages = "26569--26583",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{liu-etal-2025-nbdescrib,
    title = "{NBDESCRIB}: A Dataset for Text Description Generation from Tables and Code in {J}upyter Notebooks with Guidelines",
    author = "Liu, Xuye  and
      Ma, Tengfei  and
      Wang, Yimu  and
      Wang, Fengjie  and
      Zhao, Jian",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1364/",
    doi = "10.18653/v1/2025.findings-acl.1364",
    pages = "26584--26606",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jeong-etal-2025-ecorag,
    title = "{EC}o{RAG}: Evidentiality-guided Compression for Long Context {RAG}",
    author = "Jeong, Yeonseok  and
      Kim, Jinsu  and
      Lee, Dohyeon  and
      Hwang, Seung-won",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1365/",
    doi = "10.18653/v1/2025.findings-acl.1365",
    pages = "26607--26628",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jain-etal-2025-complexity,
    title = "From Complexity to Clarity: {AI}/{NLP}{'}s Role in Regulatory Compliance",
    author = "Jain, Jivitesh  and
      Dhanasekaran, Nivedhitha  and
      Diab, Mona T.",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1366/",
    doi = "10.18653/v1/2025.findings-acl.1366",
    pages = "26629--26641",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kim-etal-2025-expert,
    title = "{EXPERT}: An Explainable Image Captioning Evaluation Metric with Structured Explanations",
    author = "Kim, Hyunjong  and
      Kim, Sangyeop  and
      Jeong, Jongheon  and
      Cho, Yeongjae  and
      Cho, Sungzoon",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1367/",
    doi = "10.18653/v1/2025.findings-acl.1367",
    pages = "26642--26657",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{wagner-etal-2025-mind,
    title = "Mind Your Theory: Theory of Mind Goes Deeper Than Reasoning",
    author = "Wagner, Eitan  and
      Alon, Nitay  and
      Barnby, Joseph M  and
      Abend, Omri",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1368/",
    doi = "10.18653/v1/2025.findings-acl.1368",
    pages = "26658--26668",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{chen-etal-2025-llms,
    title = "{LLM}s are Biased Evaluators But Not Biased for Fact-Centric Retrieval Augmented Generation",
    author = "Chen, Yen-Shan  and
      Jin, Jing  and
      Kuo, Peng-Ting  and
      Huang, Chao-Wei  and
      Chen, Yun-Nung",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1369/",
    doi = "10.18653/v1/2025.findings-acl.1369",
    pages = "26669--26684",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{belz-etal-2025-standard,
    title = "Standard Quality Criteria Derived from Current {NLP} Evaluations for Guiding Evaluation Design and Grounding Comparability and {AI} Compliance Assessments",
    author = "Belz, Anya  and
      Mille, Simon  and
      Thomson, Craig",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1370/",
    doi = "10.18653/v1/2025.findings-acl.1370",
    pages = "26685--26715",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{suppa-etal-2025-sklep,
    title = "sk{LEP}: A {S}lovak General Language Understanding Benchmark",
    author = "Suppa, Marek  and
      Ridzik, Andrej  and
      Hl{\'a}dek, Daniel  and
      Jav{\r{u}}rek, Tom{\'a}{\v{s}}  and
      Ondrejov{\'a}, Vikt{\'o}ria  and
      S{\'a}sikov{\'a}, Krist{\'i}na  and
      Tamajka, Martin  and
      Simko, Marian",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1371/",
    doi = "10.18653/v1/2025.findings-acl.1371",
    pages = "26716--26743",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cho-etal-2025-vision,
    title = "Can Vision Language Models Understand Mimed Actions?",
    author = "Cho, Hyundong Justin  and
      Lin, Spencer  and
      Srinivasan, Tejas  and
      Saxon, Michael  and
      Kwon, Deuksin  and
      Chavez, Natali T.  and
      May, Jonathan",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1372/",
    doi = "10.18653/v1/2025.findings-acl.1372",
    pages = "26744--26759",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{yu-etal-2025-training,
    title = "Training Language Model to Critique for Better Refinement",
    author = "Yu, Tianshu  and
      Xiang, Chao  and
      Yang, Mingchuan  and
      Ke, Pei  and
      Wen, Bosi  and
      Wang, Cunxiang  and
      Cheng, Jiale  and
      Zhang, Li  and
      Mu, Xinyu  and
      Sun, Chuxiong  and
      Huang, Minlie",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1373/",
    doi = "10.18653/v1/2025.findings-acl.1373",
    pages = "26760--26804",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{zhang-etal-2025-dynamic-task,
    title = "Dynamic Task Vector Grouping for Efficient Multi-Task Prompt Tuning",
    author = "Zhang, Peiyi  and
      Zhang, Richong  and
      Nie, Zhijie  and
      Wang, Ziqiao",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1374/",
    doi = "10.18653/v1/2025.findings-acl.1374",
    pages = "26805--26821",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jang-etal-2025-dice,
    title = "{DICE}-{BENCH}: Evaluating the Tool-Use Capabilities of Large Language Models in Multi-Round, Multi-Party Dialogues",
    author = "Jang, Kyochul  and
      Lee, Donghyeon  and
      Kim, Kyusik  and
      Heo, Dongseok  and
      Lee, Taewhoo  and
      Kim, Woojeong  and
      Suh, Bongwon",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1375/",
    doi = "10.18653/v1/2025.findings-acl.1375",
    pages = "26822--26846",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{guo-etal-2025-hash,
    title = "{HASH}-{RAG}: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation",
    author = "Guo, Jinyu  and
      Chen, Xunlei  and
      Xia, Qiyang  and
      Wang, Zhaokun  and
      Ou, Jie  and
      Qin, Libo  and
      Yao, Shunyu  and
      Tian, Wenhong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1376/",
    doi = "10.18653/v1/2025.findings-acl.1376",
    pages = "26847--26858",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cao-ng-2025-constrained,
    title = "A Constrained Text Revision Agent via Iterative Planning and Searching",
    author = "Cao, Hannan  and
      Ng, Hwee Tou",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1377/",
    doi = "10.18653/v1/2025.findings-acl.1377",
    pages = "26859--26882",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{paik-etal-2025-mmrefine,
    title = "{MMR}efine: Unveiling the Obstacles to Robust Refinement in Multimodal Large Language Models",
    author = "Paik, Gio  and
      Kim, Geewook  and
      Im, Jinbae",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1378/",
    doi = "10.18653/v1/2025.findings-acl.1378",
    pages = "26883--26904",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kargaran-etal-2025-programming,
    title = "How Programming Concepts and Neurons Are Shared in Code Language Models",
    author = "Kargaran, Amir Hossein  and
      Liu, Yihong  and
      Yvon, Fran{\c{c}}ois  and
      Schuetze, Hinrich",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1379/",
    doi = "10.18653/v1/2025.findings-acl.1379",
    pages = "26905--26917",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{lin-etal-2025-dynaquest,
    title = "{D}yna{Q}uest: A Dynamic Question Answering Dataset Reflecting Real-World Knowledge Updates",
    author = "Lin, Qian  and
      Li, Junyi  and
      Ng, Hwee Tou",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1380/",
    doi = "10.18653/v1/2025.findings-acl.1380",
    pages = "26918--26936",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{grishina-etal-2025-procrustesgpt,
    title = "{P}rocrustes{GPT}: Compressing {LLM}s with Structured Matrices and Orthogonal Transformations",
    author = "Grishina, Ekaterina  and
      Gorbunov, Mikhail  and
      Rakhuba, Maxim",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1381/",
    doi = "10.18653/v1/2025.findings-acl.1381",
    pages = "26937--26949",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{baek-etal-2025-revisiting,
    title = "Revisiting In-Context Learning with Long Context Language Models",
    author = "Baek, Jinheon  and
      Lee, Sun Jae  and
      Gupta, Prakhar  and
      Oh, Geunseob  and
      Dalmia, Siddharth  and
      Kolhar, Prateek",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1382/",
    doi = "10.18653/v1/2025.findings-acl.1382",
    pages = "26950--26966",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{cao-etal-2025-rationalize,
    title = "Rationalize and Align: Enhancing Writing Assistance with Rationale via Self-Training for Improved Alignment",
    author = "Cao, Hannan  and
      Ye, Hai  and
      Ng, Hwee Tou",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1383/",
    doi = "10.18653/v1/2025.findings-acl.1383",
    pages = "26967--26982",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{ou-etal-2025-accelerating,
    title = "Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps",
    author = "Ou, Jie  and
      Guo, Jinyu  and
      Jiang, Shuaihong  and
      Wang, Zhaokun  and
      Qin, Libo  and
      Yao, Shunyu  and
      Tian, Wenhong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1384/",
    doi = "10.18653/v1/2025.findings-acl.1384",
    pages = "26983--27000",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{kargaran-etal-2025-mexa,
    title = "{MEXA}: Multilingual Evaluation of {E}nglish-Centric {LLM}s via Cross-Lingual Alignment",
    author = "Kargaran, Amir Hossein  and
      Modarressi, Ali  and
      Nikeghbal, Nafiseh  and
      Diesner, Jana  and
      Yvon, Fran{\c{c}}ois  and
      Schuetze, Hinrich",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1385/",
    doi = "10.18653/v1/2025.findings-acl.1385",
    pages = "27001--27023",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{xie-etal-2025-automated,
    title = "Automated Fine-Grained Mixture-of-Experts Quantization",
    author = "Xie, Zhanhao  and
      Ma, Yuexiao  and
      Zheng, Xiawu  and
      Chao, Fei  and
      Sui, Wanchen  and
      Li, Yong  and
      Li, Shen  and
      Ji, Rongrong",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1386/",
    doi = "10.18653/v1/2025.findings-acl.1386",
    pages = "27024--27037",
    ISBN = "979-8-89176-256-5"
}
@inproceedings{jeong-etal-2025-enhancing,
    title = "Enhancing Complex Reasoning in Knowledge Graph Question Answering through Query Graph Approximation",
    author = "Jeong, Hongjun  and
      Kim, Minji  and
      Jung, Heesoo  and
      Kim, Ko Keun  and
      Park, Hogun",
    editor = "Che, Wanxiang  and
      Nabende, Joyce  and
      Shutova, Ekaterina  and
      Pilehvar, Mohammad Taher",
    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
    month = jul,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/json-schema/2025.findings-acl.1387/",
    doi = "10.18653/v1/2025.findings-acl.1387",
    pages = "27038--27056",
    ISBN = "979-8-89176-256-5"
}