arXivDaily arXiv每日学术速递 周一至周五更新

期刊&会议

Annual Meeting of the Association for Computational Linguistics · 会议 · Natural Language Processing

共收录 10306
2410.00775 2025-06-10 cs.CL

Decoding Hate: Exploring Language Models' Reactions to Hate Speech

Paloma Piot, Javier Parapar

机构 * IRLab(IR实验室) CITIC Research Centre(CITIC研究中心) University of A Coruña(阿维拉大学)

Journal ref Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies

详情

展开后加载摘要…

URL PDF HTML 收藏
2408.04873 2025-06-10 cs.CL

Synergizing Unsupervised Episode Detection with LLMs for Large-Scale News Events

Priyanka Kargupta, Yunyi Zhang, Yizhu Jiao, Siru Ouyang, Jiawei Han

机构 * Siebel School of Computing and Data Science(塞比尔计算与数据科学学院) University of Illinois at Urbana-Champaign(伊利诺伊大学厄巴纳-香槟分校)

Comments ACL 2025 Main Conference. Code available here: https://github.com/pkargupta/epimine

详情

展开后加载摘要…

URL PDF HTML 收藏
2407.19807 2025-06-10 cs.CL

Cool-Fusion: Fuse Large Language Models without Training

Cong Liu, Xiaojun Quan, Yan Pan, Liang Lin, Weigang Wu, Xu Chen

机构 * Sun Yat-sen University(中山大学)

Journal ref ACL 2025

详情

展开后加载摘要…

URL PDF HTML 收藏
2407.09590 2025-06-10 cs.CL cs.LG

Diversifying the Expert Knowledge for Task-Agnostic Pruning in Sparse Mixture-of-Experts

Zeliang Zhang, Xiaodong Liu, Hao Cheng, Chenliang Xu, Jianfeng Gao

机构 * University of Rochester(罗切斯特大学) Microsoft Research(微软研究院)

Comments Findings of ACL 25. Fix typos. Correct and add more details on the expert similarity measurement

详情

展开后加载摘要…

URL PDF HTML 收藏
2407.01887 2025-06-10 cs.LG cs.AI cs.CL

Beyond Numeric Rewards: In-Context Dueling Bandits with LLM Agents

Fanzeng Xia, Hao Liu, Yisong Yue, Tongxin Li

机构 * The Chinese University of Hong Kong Shenzhen(香港中文大学(深圳)) California Institute of Technology(加州理工学院)

Comments ACL 2025 Findings

详情

展开后加载摘要…

URL PDF HTML 收藏
2404.04656 2025-06-10 cs.LG cs.AI cs.CL

Binary Classifier Optimization for Large Language Model Alignment

Seungjae Jung, Gunsoo Han, Daniel Wontae Nam, Kyoung-Woon On

机构 * Kakao Corp(Kakao公司) LBOX

Comments ACL 2025 main

详情

展开后加载摘要…

URL PDF HTML 收藏
2403.20331 2025-06-10 cs.CV cs.AI cs.CL cs.LG

Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models

Atsuyuki Miyai, Jingkang Yang, Jingyang Zhang, Yifei Ming, Qing Yu, Go Irie, Yixuan Li, Hai Li, Ziwei Liu, Kiyoharu Aizawa

机构 * The University of Tokyo(东京大学) S-Lab, Nanyang Technological University(南洋理工大学S实验室) Duke University(杜克大学) University of Wisconsin-Madison(威斯康星大学麦迪逊分校) LY Corporation(LY公司) Tokyo University of Science(东京科学大学)

Comments Accepted by ACL 2025 Main Conference

详情

展开后加载摘要…

URL PDF HTML 收藏
2401.00793 2025-06-10 cs.LG cs.CL cs.CR

SecFormer: Fast and Accurate Privacy-Preserving Inference for Transformer Models via SMPC

Jinglong Luo, Yehong Zhang, Zhuo Zhang, Jiaqi Zhang, Xin Mu, Hui Wang, Yue Yu, Zenglin Xu

机构 * Harbin Institute of Technology, Shenzhen(哈尔滨工业大学(深圳)) Peng Cheng Laboratory, Shenzhen, China(鹏城实验室)

Comments ACL 2024

详情

展开后加载摘要…

URL PDF HTML 收藏
2310.02953 2025-06-10 cs.CL

JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning

Chang Gao, Wenxuan Zhang, Guizhen Chen, Wai Lam

机构 * The Chinese University of Hong Kong(香港中文大学) Singapore University of Technology and Design(新加坡科技设计大学) DAMO Academy, Alibaba Group(阿里云达摩院) Nanyang Technological University(南洋理工大学)

Comments ACL 2025 Findings

详情

展开后加载摘要…

URL PDF HTML 收藏
2506.06950 2025-06-10 cs.CL

What Makes a Good Natural Language Prompt?

Do Xuan Long, Duy Dinh, Ngoc-Hai Nguyen, Kenji Kawaguchi, Nancy F. Chen, Shafiq Joty, Min-Yen Kan

机构 * National University of Singapore(国立新加坡大学) Salesforce AI Research(Salesforce人工智能研究) Institute for Infocomm Research (I 2 R), A*STAR(信息与通信研究 institute(I2R),A*STAR)

Comments ACL 2025 Main Conference

详情

展开后加载摘要…

URL PDF HTML 收藏
2506.06844 2025-06-10 cs.CL

Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models

Naibin Gu, Peng Fu, Xiyu Liu, Ke Ma, Zheng Lin, Weiping Wang

机构 * Institute of Information Engineering, Chinese Academy of Sciences(中国科学院信息工程研究所) School of Cyber Security, University of Chinese Academy of Sciences(中国科学院大学网络安全学院) School of Electronic, Electrical and Communication Engineering, UCAS(北京理工大学电子电气与通信工程学院)

Comments Accepted by ACL 2025

详情

展开后加载摘要…

URL PDF HTML 收藏
2506.06812 2025-06-10 cs.CL

Advancing Question Generation with Joint Narrative and Difficulty Control

Bernardo Leite, Henrique Lopes Cardoso

机构 * LIACC, Faculdade de Engenharia, Universidade do Porto(LIACC,工程学院,葡萄牙波尔图大学)

Comments Preprint. Accepted to the BEA 2025 Workshop (ACL)

详情

展开后加载摘要…

URL PDF HTML 收藏
2506.06808 2025-06-10 cs.CL cs.AI

Not quite Sherlock Holmes: Language model predictions do not reliably differentiate impossible from improbable events

James A. Michaelov, Reeka Estacio, Zhien Zhang, Benjamin K. Bergen

Comments Accepted to Findings of ACL 2025

详情

展开后加载摘要…

URL PDF HTML 收藏
2506.06775 2025-06-10 cs.CL

They want to pretend not to understand: The Limits of Current LLMs in Interpreting Implicit Content of Political Discourse

Walter Paci, Alessandro Panunzi, Sandro Pezzelle

机构 * University of Florence(佛罗伦萨大学) University of Amsterdam(阿姆斯特丹大学)

Comments Accepted to the ACL2025 Findings

详情

展开后加载摘要…

URL PDF HTML 收藏
2506.06698 2025-06-10 cs.AI cs.CL cs.CV cs.LG

Contextual Experience Replay for Self-Improvement of Language Agents

Yitao Liu, Chenglei Si, Karthik Narasimhan, Shunyu Yao

Comments Accepted to ACL 2025. 20 pages

详情

展开后加载摘要…

URL PDF HTML 收藏
2506.06657 2025-06-10 cs.CL cs.AI

Quantile Regression with Large Language Models for Price Prediction

Nikhita Vedula, Dushyanta Dhyani, Laleh Jalali, Boris Oreshkin, Mohsen Bayati, Shervin Malmasi

机构 * Amazon.com, Inc.(亚马逊公司) Stanford University(斯坦福大学)

Comments Accepted to Findings of ACL, 2025

详情

展开后加载摘要…

URL PDF HTML 收藏
2506.06636 2025-06-10 cs.CL

SafeLawBench: Towards Safe Alignment of Large Language Models

Chuxue Cao, Han Zhu, Jiaming Ji, Qichao Sun, Zhenghao Zhu, Yinyu Wu, Juntao Dai, Yaodong Yang, Sirui Han, Yike Guo

机构 * Hong Kong University of Science and Technology(香港科技大学) Peking University(北京大学)

Comments Accepted to ACL2025 Findings

详情

展开后加载摘要…

URL PDF HTML 收藏
2506.06539 2025-06-10 cs.CL cs.AI

Beyond Facts: Evaluating Intent Hallucination in Large Language Models

Yijie Hao, Haofei Yu, Jiaxuan You

机构 * Emory University(埃默里大学) UIUC(伊利诺伊大学)

Comments Accepted to ACL 2025 main conference

Journal ref Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2025)

详情

展开后加载摘要…

URL PDF HTML 收藏
2506.06506 2025-06-10 cs.CL

Biases Propagate in Encoder-based Vision-Language Models: A Systematic Analysis From Intrinsic Measures to Zero-shot Retrieval Outcomes

Kshitish Ghate, Tessa Charlesworth, Mona Diab, Aylin Caliskan

机构 * Carnegie Mellon University(卡内基梅隆大学) Northwestern University(西北大学) University of Washington(华盛顿大学)

Comments Accepted to ACL Findings 2025

详情

展开后加载摘要…

URL PDF HTML 收藏
2506.06404 2025-06-10 cs.CL cs.AI cs.CY cs.LG

Unintended Harms of Value-Aligned LLMs: Psychological and Empirical Insights

Sooyung Choi, Jaehyeok Lee, Xiaoyuan Yi, Jing Yao, Xing Xie, JinYeong Bak

机构 * Sungkyunkwan University(釜山大学) Microsoft Research Asia(微软亚洲研究院)

Comments Accepted to ACL 2025

详情

展开后加载摘要…

URL PDF HTML 收藏
2506.06401 2025-06-10 cs.CL cs.AI cs.LG

Direct Behavior Optimization: Unlocking the Potential of Lightweight LLMs

Hongming Yang, Shi Lin, Jun Shao, Changting Lin, Donghai Zhu, Meng Han, Qinglei Kong

机构 * Zhejiang Gongshang University(浙江工商大学) Zhejiang University(浙江大学) Binjiang Institute of Zhejiang University(浙江大学滨江研究院) Harbin Institute of Technology(哈尔滨工业大学)

Comments This work is accepted at ACL 2025

详情

展开后加载摘要…

URL PDF HTML 收藏
2505.20124 2025-06-10 cs.CV cs.MM

TUNA: Comprehensive Fine-grained Temporal Understanding Evaluation on Dense Dynamic Videos

Fanheng Kong, Jingyuan Zhang, Hongzhi Zhang, Shi Feng, Daling Wang, Linhao Yu, Xingguang Ji, Yu Tian, Victoria W., Fuzheng Zhang

机构 * Northeastern University(东北大学) Kuaishou Technology(快手科技)

Comments Accepted to ACL 2025 Main. Project page: https://friedrichor.github.io/projects/TUNA

详情

展开后加载摘要…

URL PDF HTML 收藏
2505.08351 2025-06-10 cs.CL

Alignment Drift in CEFR-prompted LLMs for Interactive Spanish Tutoring

Mina Almasi, Ross Deans Kristensen-McLachlan

机构 * Department of Linguistics, Cognitive Science, and Semiotics(语言学、认知科学与符号学系)

Comments Accepted at BEA2025 (Conference workshop at ACL 2025)

详情

展开后加载摘要…

URL PDF HTML 收藏
2504.00928 2025-06-10 cs.CL cs.CY

Taxonomizing Representational Harms using Speech Act Theory

Emily Corvi, Hannah Washington, Stefanie Reed, Chad Atalla, Alexandra Chouldechova, P. Alex Dow, Jean Garcia-Gathright, Nicholas Pangakis, Emily Sheng, Dan Vann, Matthew Vogel, Hanna Wallach

机构 * Microsoft Research(微软研究院)

Comments In Findings of the Association for Computational Linguistics (ACL), 2025

详情

展开后加载摘要…

URL PDF HTML 收藏
2502.13791 2025-06-10 cs.CL

From Tools to Teammates: Evaluating LLMs in Multi-Session Coding Interactions

Nathanaël Carraz Rakotonirina, Mohammed Hamdy, Jon Ander Campos, Lucas Weber, Alberto Testoni, Marzieh Fadaee, Sandro Pezzelle, Marco Del Tredici

机构 * Universitat Pompeu Fabra(巴塞罗那庞培乌法布拉大学) University of Amsterdam(阿姆斯特丹大学) Cohere(Cohere公司) Cohere Labs(Cohere实验室) Cohere Labs Community(Cohere实验室社区) Amsterdam UMC(阿姆斯特丹大学医学中心)

Comments Published as conference paper at ACL 2025

详情

展开后加载摘要…

URL PDF HTML 收藏
2502.13738 2025-06-10 cs.CL

Enhancing Input-Label Mapping in In-Context Learning with Contrastive Decoding

Keqin Peng, Liang Ding, Yuanxin Ouyang, Meng Fang, Yancheng Yuan, Dacheng Tao

机构 * Beihang University(北航大学) The University of Sydney(悉尼大学) University of Liverpool(利物浦大学) The Hong Kong Polytechnic University(香港理工大学) Nanyang Technological University(南洋理工大学)

Comments ACL2025

Journal ref The 63rd Annual Meeting of the Association for Computational Linguistics (ACL2025)

详情

展开后加载摘要…

URL PDF HTML 收藏
2502.01977 2025-06-10 cs.CV

AutoGUI: Scaling GUI Grounding with Automatic Functionality Annotations from LLMs

Hongxin Li, Jingfan Chen, Jingran Su, Yuntao Chen, Qing Li, Zhaoxiang Zhang

机构 * University of Chinese Academy of Sciences (UCAS)(中国科学院大学) New Laboratory of Pattern Recognition (NLPR), CASIA(中国科学院模式识别新技术实验室) State Key Laboratory of Multimodal Artificial Intelligence Systems (MAIS), CASIA(中国科学院多模态人工智能系统国家重点实验室) Hong Kong Institute of Science & Innovation, CASIA(香港科学与创新研究院) The Hong Kong Polytechnic University(香港理工大学) Shanghai Artificial Intelligence Laboratory(上海人工智能实验室)

Comments Accepted to ACL 2025 Main

详情

展开后加载摘要…

URL PDF HTML 收藏
2412.12693 2025-06-10 cs.CV cs.AI

SPHERE: Unveiling Spatial Blind Spots in Vision-Language Models Through Hierarchical Evaluation

Wenyu Zhang, Wei En Ng, Lixin Ma, Yuwen Wang, Junqi Zhao, Allison Koenecke, Boyang Li, Lu Wang

机构 * National University of Singapore (NUS)(新加坡国立大学) Nanyang Technological University (NTU)(南洋理工大学) Cornell University(康奈尔大学)

Comments Accepted to ACL 2025

详情

展开后加载摘要…

URL PDF HTML 收藏
2412.11716 2025-06-10 cs.CL cs.AI cs.HC cs.MA

LLMs Can Simulate Standardized Patients via Agent Coevolution

Zhuoyun Du, Lujie Zheng, Renjun Hu, Yuyang Xu, Xiawei Li, Ying Sun, Wei Chen, Jian Wu, Haolei Cai, Haohao Ying

机构 * State Key Lab of CAD & CG, Zhejiang University(浙江大学计算机辅助设计与图形学国家重点实验室) Zhejiang Polytechnic Institute, Polytechnic Institute, Zhejiang University(浙江工业大学之江学院) College of Computer Science & Technology, Zhejiang University(浙江大学计算机科学与技术学院) East China Normal University(华东师范大学) Sun Yat-sen University Cancer Center(中山大学肿瘤中心) School of Public Health, Zhejiang University(浙江大学公共卫生学院) Second Affiliated Hospital, Zhejiang University School of Medicine(浙江大学医学院第二附属医院)

Comments Accepted to ACL 2025

详情

展开后加载摘要…

URL PDF HTML 收藏
2410.15021 2025-06-10 cs.CL

Diversity Explains Inference Scaling Laws: Through a Case Study of Minimum Bayes Risk Decoding

Hidetaka Kamigaito, Hiroyuki Deguchi, Yusuke Sakai, Katsuhiko Hayashi, Taro Watanabe

机构 * Nara Institute of Science and Technology(奈良科学技术研究所) The University of Tokyo(东京大学)

Comments Accepted to ACL 2025 Main

详情

展开后加载摘要…

URL PDF HTML 收藏