ACL

When Scale Meets Diversity: Evaluating Language Models on Fine-Grained Multilingual Claim Verification

Hanna Shcharbakova, Tatiana Anikina, Natalia Skachkova, Josef van Genabith

Comments Published at the FEVER Workshop, ACL 2025

Intersectional Bias in Japanese Large Language Models from a Contextualized Perspective

Hitomi Yanaka, Xinqi He, Jie Lu, Namgi Han, Sunjin Oh, Ryoma Kumon, Yuma Matsuoka, Katsuhiko Watabe, Yuko Itatsu

机构 * The University of Tokyo（东京大学） ； Riken（理化学研究所） ； Rikkyo University（立命馆大学） ； Softbank corp.（软银公司） 纠错

Comments Accepted to the 6th Workshop on Gender Bias in Natural Language Processing (GeBNLP2025) at ACL2025

Vuyko Mistral: Adapting LLMs for Low-Resource Dialectal Translation

Roman Kyslyi, Yuliia Maksymiuk, Ihor Pysmennyi

机构 * National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute"（乌克兰国家技术大学 "伊戈尔·西科斯基基土夫技术学院"） ； Ukrainian Catholic University（乌克兰天主教大学） 纠错

Comments Preprint. Will be published at Proceedings of the Fourth Ukrainian Natural Language Processing Workshop (UNLP)

Journal ref Proceedings of the Workshop on Ukrainian Natural Language Processing (UNLP), ACL 2025

Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs

Chenjun Xu, Bingbing Wen, Bin Han, Robert Wolfe, Lucy Lu Wang, Bill Howe

机构 * University of Washington（华盛顿大学） ； Allen Institute for AI（人工智能研究所） 纠错

Comments Accepted by ACL 2025 Findings, 20 pages

Colombian Waitresses y Jueces canadienses: Gender and Country Biases in Occupation Recommendations from LLMs

Elisa Forcada Rodríguez, Olatz Perez-de-Viñaspre, Jon Ander Campos, Dietrich Klakow, Vagrant Gautam

机构 * Erasmus Mundus Master in Language and Communication Technologies（埃拉斯谟 Mundus 语言与沟通技术硕士项目） ； HiTZ Center - Ixa, University of the Basque Country (UPV/EHU)（巴斯克国家大学（UPV/EHU）HiTZ中心 - Ixa） ； Cohere（Cohere公司） ； Saarland University（萨尔兰州大学） 纠错

Comments Workshop on Gender Bias in Natural Language Processing at ACL 2025

In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents

Zhen Tan, Jun Yan, I-Hung Hsu, Rujun Han, Zifeng Wang, Long T. Le, Yiwen Song, Yanfei Chen, Hamid Palangi, George Lee, Anand Iyer, Tianlong Chen, Huan Liu, Chen-Yu Lee, Tomas Pfister

Comments Accepted to ACL 2025

Robust Data Watermarking in Language Models by Injecting Fictitious Knowledge

Xinyue Cui, Johnny Tian-Zheng Wei, Swabha Swayamdipta, Robin Jia

机构 * University of Southern California（南加州大学） 纠错

Comments Accepted to ACL 2025 Findings

FocalPO: Enhancing Preference Optimizing by Focusing on Correct Preference Rankings

Tong Liu, Xiao Yu, Wenxuan Zhou, Jindong Gu, Volker Tresp

Comments ACL 2025

Benchmarking Open-ended Audio Dialogue Understanding for Large Audio-Language Models

Kuofeng Gao, Shu-Tao Xia, Ke Xu, Philip Torr, Jindong Gu

机构 * Tsinghua University（清华大学） ； University of Oxford（牛津大学） ； Peng Cheng Laboratory（鹏城实验室） 纠错

Comments Accepted by ACL 2025

Can You Share Your Story? Modeling Clients' Metacognition and Openness for LLM Therapist Evaluation

Minju Kim, Dongje Yoo, Yeonjun Hwang, Minseok Kang, Namyoung Kim, Minju Gwak, Beong-woo Kwak, Hyungjoo Chae, Harim Kim, Yunjoong Lee, Min Hee Kim, Dayi Jung, Kyong-Mee Chung, Jinyoung Yeo

机构 * Yonsei University（延世大学） ； Eulji University（欧斯吉大学） 纠错

Comments Published at ACL 2025 Findings

Code-Switching and Syntax: A Large-Scale Experiment

Igor Sterner, Simone Teufel

Comments Findings of ACL 2025

Minimal Pair-Based Evaluation of Code-Switching

Igor Sterner, Simone Teufel

Comments ACL 2025

Data Caricatures: On the Representation of African American Language in Pretraining Corpora

Nicholas Deas, Blake Vente, Amith Ananthram, Jessica A. Grieser, Desmond Patton, Shana Kleiner, James Shepard, Kathleen McKeown

机构 * Columbia University, Department of Computer Science（哥伦比亚大学计算机科学系） ； University of Michigan, Department of Linguistics（密歇根大学语言学系） ； University of Pennsylvania, School of Social Policy and Practice, Annenberg School for Communications（宾夕法尼亚大学社会政策与实践学院、安纳伯格通讯学院） ； University of Tennessee, Knoxville, Department of English（田纳西大学基洛纳分校英语系） 纠错

Comments ACL 2025

Do Large Language Models Have an English Accent? Evaluating and Improving the Naturalness of Multilingual LLMs

Yanzhu Guo, Simone Conia, Zelin Zhou, Min Li, Saloni Potdar, Henry Xiao

机构 * Apple（苹果公司） ； Inria Paris（巴黎国家信息与自动化研究所） ； École Polytechnique（巴黎高等理工学院） ； Sapienza University of Rome（罗马萨皮恩扎大学） 纠错

Comments ACL 2025

Exploring Self-Identified Counseling Expertise in Online Support Forums

Allison Lahnala, Yuntian Zhao, Charles Welch, Jonathan K. Kummerfeld, Lawrence An, Kenneth Resnicow, Rada Mihalcea, Verónica Pérez-Rosas

Comments Accepted to Findings of ACL 2021

Journal ref Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021