EMNLP

Structure-Conditional Minimum Bayes Risk Decoding

Bryan Eikema, Anna Rutkiewicz, Mario Giulianelli

机构 * University of Amsterdam（阿姆斯特丹大学） ； University of Zurich（苏黎世大学） ； UCL（伦敦大学学院） 纠错

Comments EMNLP 2025 Camera-Ready

Teacher Demonstrations in a BabyLM's Zone of Proximal Development for Contingent Multi-Turn Interaction

Suchir Salhan, Hongyi Gu, Donya Rooein, Diana Galvan-Sosa, Gabrielle Gaudeau, Andrew Caines, Zheng Yuan, Paula Buttery

机构 * ALTA Institute（ALTA研究所） ； Dept. of Computer Science & Technology, Cambridge University（计算机科学与技术系，剑桥大学） ； Bocconi University（博科尼大学） ； Sheffield University（谢菲尔德大学） 纠错

Comments Outstanding Paper Award, EMNLP 2025 BabyLM Workshop - Oral presentation, Suzhou, China

The Impact of Negated Text on Hallucination with Large Language Models

Jaehyung Seo, Hyeonseok Moon, Heuiseok Lim

Comments Accepted to the EMNLP 2025

Are Stereotypes Leading LLMs' Zero-Shot Stance Detection ?

Anthony Dubreuil, Antoine Gourru, Christine Largeron, Amine Trabelsi

机构 * Laboratoire Hubert Curien, UMR CNRS 5516（Hubert Curien实验室，CNRS UMR 5516） ； Department of Computer Science, Université de Sherbrooke（计算机科学系，Sherbrooke大学） 纠错

Comments Accepted in EMNLP 2025 (Main)

ixi-GEN: Efficient Industrial sLLMs through Domain Adaptive Continual Pretraining

Seonwu Kim, Yohan Na, Kihun Kim, Hanhee Cho, Geun Lim, Mintae Kim, Seongik Park, Ki Hyun Kim, Youngsub Han, Byoung-Ki Jeon

Comments Accepted at EMNLP 2025 Industry Track

Breaking Bad Tokens: Detoxification of LLMs Using Sparse Autoencoders

Agam Goyal, Vedant Rathi, William Yeh, Yian Wang, Yuen Chen, Hari Sundaram

机构 * Siebel School of Computing and Data Science（计算机与数据科学学院） 纠错

Comments EMNLP 2025

MoMoE: Mixture of Moderation Experts Framework for AI-Assisted Online Governance

Agam Goyal, Xianyang Zhan, Yilun Chen, Koustuv Saha, Eshwar Chandrasekharan

机构 * Siebel School of Computing and Data Science（计算机与数据科学学院） 纠错

Comments EMNLP 2025 (Oral)

Is Safety Standard Same for Everyone? User-Specific Safety Evaluation of Large Language Models

Yeonjun In, Wonjoong Kim, Kanghoon Yoon, Sungchul Kim, Mehrab Tanjim, Sangwu Park, Kibum Kim, Chanyoung Park

Comments EMNLP 2025 Findings

Permutative Preference Alignment from Listwise Ranking of Human Judgments

Yang Zhao, Yixin Wang, Mingzhang Yin

机构 * University of Texas at Austin（德克萨斯大学奥斯汀分校） ； University of Michigan, Ann Arbor（密歇根大学安娜堡分校） ； University of Florida（佛罗里达大学） 纠错

Comments Published at EMNLP 2025 Main Conference

Can They Dixit? Yes they Can! Dixit as a Playground for Multimodal Language Model Capabilities

Nishant Balepur, Dang Nguyen, Dayeon Ki

机构 * University of Maryland（马里兰大学） 纠错

Comments Accepted as a Spotlight paper at the EMNLP 2025 Wordplay Workshop