EMNLP

Generative Annotation for ASR Named Entity Correction

Yuanchang Luo, Daimeng Wei, Shaojun Li, Hengchao Shang, Jiaxin Guo, Zongyao Li, Zhanglin Wu, Xiaoyu Chen, Zhiqiang Rao, Jinlong Yang, Hao Yang

机构 * Huawei Translation Service Center, Beijing, China（华为翻译服务中心，北京，中国） 纠错

Comments 12 pages, 7 figures, 7 tables, EMNLP 2025

Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support

Jan Trienes, Anastasiia Derzhanskaia, Roland Schwarzkopf, Markus Mühling, Jörg Schlötterer, Christin Seifert

机构 * Marburg University（马尔堡大学） 纠错

Comments Accepted at EMNLP 2025 (System Demonstrations)

Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning

Ziyang Wang, Jaehong Yoon, Shoubin Yu, Md Mohaiminul Islam, Gedas Bertasius, Mohit Bansal

机构 * UNC Chapel Hill（北卡罗来纳大学教堂山分校） ； Nanyang Technological University（南洋理工大学） 纠错

Comments EMNLP 2025. The first two authors contributed equally. Project page: https://sites.google.com/cs.unc.edu/videorts2025/

DiscoSG: Towards Discourse-Level Text Scene Graph Parsing through Iterative Graph Refinement

Shaoqing Lin, Chong Teng, Fei Li, Donghong Ji, Lizhen Qu, Zhuang Li

Comments EMNLP 2025 (oral), 26 pages

Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching

Simon A. Aytes, Jinheon Baek, Sung Ju Hwang

机构 * KAIST（韩国科学技术院） 纠错

Comments EMNLP 2025

Do Large Language Models Know How Much They Know?

Gabriele Prato, Jerry Huang, Prasanna Parthasarathi, Shagun Sodhani, Sarath Chandar

机构 * Chandar Research Lab（昌达尔研究实验室） ； Mila – Quebec AI Institute（魁北克人工智能研究所） ； Université de Montréal（蒙特利尔大学） ； Meta FAIR ； Polytechnique Montréal（蒙特利尔理工学院） ； Canada CIFAR AI Chair（加拿大CIFAR人工智能主席） 纠错

Comments Published as a long paper at the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP). Official version of paper within conference proceedings is available at https://aclanthology.org/2024.emnlp-main.348/

LVLMs are Bad at Overhearing Human Referential Communication

Zhengxiang Wang, Weiling Li, Panagiotis Kaliosis, Owen Rambow, Susan E. Brennan

机构 * Department of Linguistics（语言学系） ； Institute for Advanced Computational Science（先进计算科学研究所） ； Department of Psychology（心理学系） ； Department of Computer Science, Stony Brook University（石溪大学计算机科学系） 纠错

Comments EMNLP 2025 (Main)

Uniform Information Density and Syntactic Reduction: Revisiting $\textit{that}$-Mentioning in English Complement Clauses

Hailin Hao, Elsi Kaiser

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

Comments To appear in EMNLP 2025