ACL

AnnaAgent: Dynamic Evolution Agent System with Multi-Session Memory for Realistic Seeker Simulation

Ming Wang, Peidong Wang, Lin Wu, Xiaocui Yang, Daling Wang, Shi Feng, Yuxin Chen, Bixuan Wang, Yifei Zhang

机构 * School of Computer Science and Engineering, Northeastern University（计算机科学与工程学院，东北大学） ； Mental Health Education Center, Northeastern University（心理健康教育中心，东北大学） ； School of Sociology and Psychology, Central University of Finance and Economics（社会学与心理学学院，中央财经大学） ； School of Psychology, Northeast Normal University（心理学学院，东北师范大学） 纠错

Journal ref Findings of the Association for Computational Linguistics: ACL 2025

Understanding the Repeat Curse in Large Language Models from a Feature Perspective

Junchi Yao, Shu Yang, Jianhua Xu, Lijie Hu, Mengdi Li, Di Wang

机构 * Provable Responsible AI and Data Analytics (PRADA) Lab（可证明责任AI与数据 analytics 实验室） ； King Abdullah University of Science and Technology（卡瓦尔阿卜杜勒拉大学科学与技术学院） ； University of Electronic Science and Technology of China（中国电子科学与技术大学） 纠错

Comments Accepted by ACL 2025, Findings, Long Paper

IRIS: An Iterative and Integrated Framework for Verifiable Causal Discovery in the Absence of Tabular Data

Tao Feng, Lizhen Qu, Niket Tandon, Gholamreza Haffari

机构 * Monash University（莫纳什大学） ； Microsoft Research, India（微软研究院，印度） 纠错

Comments ACL 2025

Towards Open Foundation Language Model and Corpus for Macedonian: A Low-Resource Language

Stefan Krsteski, Matea Tashkovska, Borjan Sazdov, Hristijan Gjoreski, Branislav Gerazov

Comments Camera-ready version accepted at SlavNLP-2025@ACL

AD-LLM: Benchmarking Large Language Models for Anomaly Detection

Tiankai Yang, Yi Nian, Shawn Li, Ruiyao Xu, Yuangang Li, Jiaqi Li, Zhuo Xiao, Xiyang Hu, Ryan Rossi, Kaize Ding, Xia Hu, Yue Zhao

机构 * University of Southern California（南加州大学） ； Northwestern University（西北大学） ； Arizona State University（亚利桑那州立大学） ； Adobe Research（Adobe研究） ； Rice University（里士满大学） 纠错

Comments Accepted to Findings of the Association for Computational Linguistics (ACL 2025), Vienna, Austria

On the Reliability of Large Language Models for Causal Discovery

Tao Feng, Lizhen Qu, Niket Tandon, Zhuang Li, Xiaoxi Kang, Gholamreza Haffari

机构 * Monash University（莫纳什大学） ； Microsoft Research, India（微软研究院，印度） 纠错

Comments ACL 2025