EMNLP

Representing LLMs in Prompt Semantic Task Space

Idan Kashani, Avi Mendelson, Yaniv Nemcovsky

机构 * Technion - Israel Institute of Technology（技术离子-以色列理工学院） 纠错

Comments Accepted to Findings of the Association for Computational Linguistics: EMNLP 2025

Data Augmentation for Maltese NLP using Transliterated and Machine Translated Arabic Data

Kurt Micallef, Nizar Habash, Claudia Borg

Comments EMNLP Camera-Ready

Understanding and Leveraging the Expert Specialization of Context Faithfulness in Mixture-of-Experts LLMs

Jun Bai, Minghao Tong, Yang Liu, Zixia Jia, Zilong Zheng

机构 * State Key Laboratory of General Artificial Intelligence, BIGAI（通用人工智能国家重点实验室，BIGAI） ； School of Computer Science, Wuhan University（武汉大学计算机学院） 纠错

Comments EMNLP 2025 Main

Is Cognition Consistent with Perception? Assessing and Mitigating Multimodal Knowledge Conflicts in Document Understanding

Zirui Shao, Feiyu Gao, Zhaoqing Zhu, Chuwei Luo, Hangdi Xing, Zhi Yu, Qi Zheng, Ming Yan, Jiajun Bu

机构 * Zhejiang Key Laboratory of Accessible Perception and Intelligent Systems, Zhejiang University（浙江可感知智能系统重点实验室，浙江大学） ； Alibaba Group（阿里巴巴集团） ； Hangzhou High-Tech Zone (Binjiang) Institute of Blockchain and DataSecurity（杭州高新技术区（滨江）区块链与数据安全研究院） 纠错

Comments Accepted at EMNLP 2025