ACL

Learning to Insert [PAUSE] Tokens for Better Reasoning

Eunki Kim, Sangryul Kim, James Thorne

机构 * KAIST AI（韩国科学技术院人工智能） 纠错

Comments 18 pages, 5 figures, ACL findings

Journal ref https://aclanthology.org/2025.findings-acl.1217/

Predicting Depression in Screening Interviews from Interactive Multi-Theme Collaboration

Xianbing Zhao, Yiqing Lyu, Di Wang, Buzhou Tang

机构 * Xidian University（西安电子科技大学） ； Harbin Institute of Technology（哈尔滨工业大学） 纠错

Comments Findings of ACL2025

LLMs can be easily Confused by Instructional Distractions

Yerin Hwang, Yongil Kim, Jahyun Koo, Taegwan Kang, Hyunkyung Bae, Kyomin Jung

机构 * IPAI, Seoul National University（IPAI，首尔国立大学） ； LG AI Research（LG人工智能研究所） ； Dept. of ECE, Seoul National University（电子工程系，首尔国立大学） ； SNU-LG AI Research Center（SNU-LG人工智能研究所） 纠错

Comments 8 pages

Journal ref Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 19483-19496, Vienna, Austria, July 2025

Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMs

Angelina Wang, Michelle Phan, Daniel E. Ho, Sanmi Koyejo

机构 * Stanford University（斯坦福大学） ； Cornell Tech（康奈尔科技） 纠错

Comments Best Paper award at ACL 2025; dataset available at https://github.com/Angelina-Wang/difference_awareness

Auto-TA: Towards Scalable Automated Thematic Analysis (TA) via Multi-Agent Large Language Models with Reinforcement Learning

Seungjun Yi, Joakim Nguyen, Huimin Xu, Terence Lim, Andrew Well, Mia Markey, Ying Ding

Comments Presented at ACL 2025 SRW

ACCESS DENIED INC: The First Benchmark Environment for Sensitivity Awareness

Dren Fazlija, Arkadij Orlov, Sandipan Sikdar

机构 * L3S Research Center, Leibniz University Hannover（莱比锡大学汉诺威分校L3S研究中心） ； E.ON Grid Solutions（E.ON电网解决方案） 纠错

Comments 20 pages, 4 figures, 8 tables, ACL 2025 (Findings), Figure 3 was corrected and is now aligned with the values of Table 2, Project Page: https://drenfazlija.github.io/AccessDeniedInc/

Journal ref Findings of the Association for Computational Linguistics: ACL 2025, pages 13221-13240, Vienna, Austria, Association for Computational Linguistics, 2025

Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents

Tao Wu, Jingyuan Chen, Wang Lin, Mengze Li, Yumeng Zhu, Ang Li, Kun Kuang, Fei Wu

机构 * Zhejiang University（浙江大学） ； Hong Kong University of Science and Technology（香港科学与技术大学） 纠错

Comments ACL 2025

Planning with Diffusion Models for Target-Oriented Dialogue Systems

Hanwen Du, Bo Peng, Xia Ning

机构 * Department of Computer Science and Engineering, The Ohio State University, USA（计算机科学与工程系，俄亥俄州立大学） ； Department of Biomedical Informatics, The Ohio State University, USA（生物医学信息学系，俄亥俄州立大学） ； Translational Data Analytics Institute, The Ohio State University, USA（转化数据分析研究所，俄亥俄州立大学） 纠错

Comments Accepted to ACL 2025 Main Conference

Can Perplexity Predict Fine-tuning Performance? An Investigation of Tokenization Effects on Sequential Language Models for Nepali

Nishant Luitel, Nirajan Bekoju, Anand Kumar Sah, Subarna Shakya

Comments 11 pages

Journal ref Proceedings of the Fourth Workshop on Generation, Evaluation and Metrics (GEM^2), pages 239-248, Vienna, Austria and virtual meeting, Association for Computational Linguistics, 2025