ACL

CodeTool: Enhancing Programmatic Tool Invocation of LLMs via Process Supervision

Yifei Lu, Fanghua Ye, Jian Li, Qiang Gao, Cheng Liu, Haibo Luo, Nan Du, Xiaolong Li, Feiliang Ren

机构 * Northeastern University（东北大学） ； Hunyuan AI Digital Human（文英AI数字人） 纠错

Comments ACL2025

OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use

Xueyu Hu, Tao Xiong, Biao Yi, Zishu Wei, Ruixuan Xiao, Yurun Chen, Jiasheng Ye, Meiling Tao, Xiangxin Zhou, Ziyu Zhao, Yuhuai Li, Shengze Xu, Shenzhi Wang, Xinchen Xu, Shuofei Qiao, Zhaokai Wang, Kun Kuang, Tieyong Zeng, Liang Wang, Jiwei Li, Yuchen Eleanor Jiang, Wangchunshu Zhou, Guoyin Wang, Keting Yin, Zhou Zhao, Hongxia Yang, Fan Wu, Shengyu Zhang, Fei Wu

机构 * Zhejiang University（浙江大学） ； Fudan University（复旦大学） ； OPPO AI Center（OPPO AI中心） ； University of Chinese Academy of Sciences（中国科学院大学） ； Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所） ； The Chinese University of Hong Kong（香港中文大学） ； Tsinghua University（清华大学） ； Shanghai Jiao Tong University（上海交通大学） ； The Hong Kong Polytechnic University（香港理工大学） 纠错

Comments ACL 2025 (Oral)

Leveraging Context for Multimodal Fallacy Classification in Political Debates

Alessio Pittiglio

机构 * DISI, University of Bologna（DISI，博洛尼亚大学） 纠错

Comments 12th Workshop on Argument Mining (ArgMining 2025) @ ACL 2025

Journal ref In Proceedings of the 12th Argument mining Workshop (ArgMining 2025), pages 388-397, Vienna, Austria

Bridging Robustness and Generalization Against Word Substitution Attacks in NLP via the Growth Bound Matrix Approach

Mohammed Bouri, Adnane Saoud

机构 * College of Computing, Mohammed VI Polytechnic University（计算学院、摩洛哥穆莱·易斯·本·阿卜杜勒阿齐兹理工学院） ； CID Development（CID开发公司） 纠错

Comments Accepted to ACL Findings 2025

Journal ref Findings of the Association for Computational Linguistics: ACL 2025, pp. 12118-12137, Vienna, Austria, July 2025

CAVGAN: Unifying Jailbreak and Defense of LLMs via Generative Adversarial Attacks on their Internal Representations

Xiaohu Li, Yunfeng Ning, Zepeng Bao, Mayi Xu, Jianhao Chen, Tieyun Qian

机构 * School of Computer Science, Wuhan University, China（武汉大学计算机学院） ； Zhongguancun Academy, Beijing, China（中关村学院） 纠错

Comments Accepted to ACL 2025 (Findings), camera-ready version

NameTag 3: A Tool and a Service for Multilingual/Multitagset NER

Jana Straková, Milan Straka

机构 * Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics（查理大学数学与物理学院，形式与应用语言学研究所） 纠错

Comments Accepted to ACL 2025

FinanceReasoning: Benchmarking Financial Numerical Reasoning More Credible, Comprehensive and Challenging

Zichen Tang, Haihong E, Ziyan Ma, Haoyang He, Jiacheng Liu, Zhongjun Yang, Zihua Rong, Rongjin Li, Kun Ji, Qing Huang, Xinyang Hu, Yang Liu, Qianhe Zheng

机构 * Beijing University of Posts and Telecommunications（北京邮电大学） 纠错

Comments Accepted by ACL 2025 Main Conference

Journal ref Proc. ACL 2025 (Volume 1: Long Papers), pages 15721-15749

Meta-rater: A Multi-dimensional Data Selection Method for Pre-training Language Models

Xinlin Zhuang, Jiahui Peng, Ren Ma, Yinfan Wang, Tianyi Bai, Xingjian Wei, Jiantao Qiu, Chi Zhang, Ying Qian, Conghui He

机构 * Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； School of Computer Science and Technology, East China Normal University（东华大学计算机科学与技术学院） 纠错

Comments ACL 2025 Best Theme Paper Award

Assessing Agentic Large Language Models in Multilingual National Bias

Qianying Liu, Katrina Qiyao Wang, Fei Cheng, Sadao Kurohashi

机构 * National Institute of Informatics, Japan（日本信息机构国家研究所） ； University of Wisconsin—Madison, USA（美国威斯康星大学麦迪逊分校） ； Kyoto University, Japan（日本京都大学） 纠错

Comments Accepted to ACL 2025 Findings. 14 pages

Improved Unbiased Watermark for Large Language Models

Ruibo Chen, Yihan Wu, Junfeng Guo, Heng Huang

机构 * University of Maryland, College Park（马里兰大学学院公园分校） 纠错

Comments ACL 2025 Main Conference

AUTALIC: A Dataset for Anti-AUTistic Ableist Language In Context

Naba Rizvi, Harper Strickland, Daniel Gitelman, Tristan Cooper, Alexis Morales-Flores, Michael Golden, Aekta Kallepalli, Akshat Alurkar, Haaset Owens, Saleha Ahmedi, Isha Khirwadkar, Imani Munyaka, Nedjma Ousidhoum

机构 * University of California, San Diego（加州大学圣迭戈分校） ； Cardiff University（卡迪夫大学） 纠错

Comments accepted to ACL main 2025, 9 pages, 5 figures, 7 tables

AVG-LLaVA: An Efficient Large Multimodal Model with Adaptive Visual Granularity

Zhibin Lan, Liqiang Niu, Fandong Meng, Wenbo Li, Jie Zhou, Jinsong Su

机构 * School of Informatics, Xiamen University, China（厦门大学信息学院） ； Pattern Recognition Center, WeChat AI, Tencent Inc, China（腾讯人工智能研究院） ； Key Laboratory of Digital Protection and Intelligent Processing of Intangible Cultural Heritage of Fujian and Taiwan (Xiamen University), Ministry of Culture and Tourism, China（福建省和台湾非物质文化遗产数字化保护与智能处理重点实验室） ； Shanghai Artificial Intelligence Laboratory, China（上海人工智能实验室） 纠错

Comments Accepted by ACL 2025 Findings

Principled Understanding of Generalization for Generative Transformer Models in Arithmetic Reasoning Tasks

Xingcheng Xu, Zibo Zhao, Haipeng Zhang, Yanqing Yang

机构 * Shanghai Artificial Intelligence Laboratory（上海人工智能实验室） ； ShanghaiTech University（上海科技大学） ； University of Hong Kong（香港大学） ； Fudan University（复旦大学） 纠错

Comments Accepted by the 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025), Main Conference

Journal ref Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2025