EMNLP

Culture Cartography: Mapping the Landscape of Cultural Knowledge

Caleb Ziems, William Held, Jane Yu, Amir Goldberg, David Grusky, Diyi Yang

Comments EMNLP 2025

SQLSpace: A Representation Space for Text-to-SQL to Discover and Mitigate Robustness Gaps

Neha Srikanth, Victor Bursztyn, Puneet Mathur, Ani Nenkova

机构 * University of Maryland（马里兰大学） ； Adobe Research（Adobe研究） 纠错

Comments Accepted to EMNLP Findings

Can LLMs Help You at Work? A Sandbox for Evaluating LLM Agents in Enterprise Environments

Harsh Vishwakarma, Ankush Agarwal, Ojas Patil, Chaitanya Devaguptapu, Mahesh Chandran

机构 * Fujitsu Research（富士通研究所） 纠错

Comments Accepted at EMNLP 2025 Main Track

MemeArena: Automating Context-Aware Unbiased Evaluation of Harmfulness Understanding for Multimodal Large Language Models

Zixin Chen, Hongzhan Lin, Kaixin Li, Ziyang Luo, Yayue Deng, Jing Ma

机构 * Hong Kong Baptist University（香港 Baptist 大学） ； Beijing University of Posts and Telecommunications（北京邮电大学） ； National University of Singapore（新加坡国立大学） 纠错

Comments EMNLP 2025

Normative Reasoning in Large Language Models: A Comparative Benchmark from Logical and Modal Perspectives

Kentaro Ozeki, Risako Ando, Takanobu Morishita, Hirohiko Abe, Koji Mineshima, Mitsuhiro Okada

机构 * Keio University（Keio大学） ； University of Tokyo（东京大学） 纠错

Comments Accepted to the 8th BlackboxNLP Workshop at EMNLP 2025

DiagramEval: Evaluating LLM-Generated Diagrams via Graphs

Chumeng Liang, Jiaxuan You

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

Comments EMNLP 2025 Main

Curse of Knowledge: When Complex Evaluation Context Benefits yet Biases LLM Judges

Weiyuan Li, Xintao Wang, Siyu Yuan, Rui Xu, Jiangjie Chen, Qingqing Dong, Yanghua Xiao, Deqing Yang

机构 * School of Data Science, Fudan University, 2 Shanghai Key Laboratory of Data Science 3 College of Computer Science and Artificial Intelligence, Fudan University 4 ByteDance Seed, 5 College of Cryptology and Cyber Science, Nankai University（1 数据科学学院，复旦大学 2 上海数据科学实验室 3 计算机科学与人工智能学院，复旦大学 4 字节跳动种子 5 密码学与网络科学学院，南开大学） 纠错

Comments EMNLP 2025 Findings

VRoPE: Rotary Position Embedding for Video Large Language Models

Zikang Liu, Longteng Guo, Yepeng Tang, Tongtian Yue, Junxian Cai, Kai Ma, Qingbin Liu, Xi Chen, Jing Liu

机构 * Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所） ； School of Artificial Intelligence, University of Chinese Academy of Sciences（中国科学院大学人工智能学院） ； School of Computer Science and Technology, Beijing Jiaotong University（北京交通大学计算机科学与技术学院） ； Basic Algorithm Center, Tencent（腾讯基础算法中心） 纠错

Comments EMNLP 2025 Main Camera Ready

SparsePO: Controlling Preference Alignment of LLMs via Sparse Token Masks

Fenia Christopoulou, Ronald Cardenas, Gerasimos Lampouras, Haitham Bou-Ammar, Jun Wang

机构 * Huawei Noah’s Ark Lab（华为诺亚实验室） ； University College London（伦敦大学学院） 纠错

Comments 27 pages, 9 figures, 5 tables. Accepted to EMNLP 2025