EMNLP

DesignCLIP: Multimodal Learning with CLIP for Design Patent Understanding

Zhu Wang, Homaira Huda Shomee, Sathya N. Ravi, Sourav Medya

机构 * Department of Computer Science, University of Illinois Chicago（计算机科学系，伊利诺伊大学芝加哥分校） 纠错

Comments Accepted by EMNLP 2025. 22 pages, 14 figures

UniCoM: A Universal Code-Switching Speech Generator

Sangmin Lee, Woojin Chung, Seyun Um, Hong-Goo Kang

机构 * Dept. of Electrical & Electronic Engineering, Yonsei University（电子与电气工程系，延世大学） 纠错

Comments Accepted to EMNLP 2025 Findings

Are Checklists Really Useful for Automatic Evaluation of Generative Tasks?

Momoka Furuhashi, Kouta Nakayama, Takashi Kodama, Saku Sugawara

机构 * Tohoku University（东洋大学） ； Research and Development Center for Large Language Models, National Institute of Informatics（大型语言模型研究与开发中心，日本信息处理学会） ； National Institute of Informatics（日本信息处理学会） 纠错

Comments Accepted to the EMNLP 2025 Main Conference

Multilingual Datasets for Custom Input Extraction and Explanation Requests Parsing in Conversational XAI Systems

Qianli Wang, Tatiana Anikina, Nils Feldhus, Simon Ostermann, Fedor Splitt, Jiaao Li, Yoana Tsoneva, Sebastian Möller, Vera Schmitt

机构 * Technische Universität Berlin（技术大学柏林） ； German Research Center for Artificial Intelligence (DFKI)（德国人工智能研究中心） ； Saarland Informatics Campus（萨尔州信息学校区） ； Centre for European Research in Trusted AI (CERTAIN)（可信人工智能欧洲研究中心） ； BIFOLD – Berlin Institute for the Foundations of Learning and Data（柏林学习与数据基础研究院） 纠错

Comments Accepted at EMNLP 2025 Findings, camera-ready version

ThinkTuning: Instilling Cognitive Reflections without Distillation

Aswin RRV, Jacob Dineen, Divij Handa, Md Nayem Uddin, Mihir Parmar, Chitta Baral, Ben Zhou

Comments EMNLP 2025 (Main Conference)

Length Representations in Large Language Models

Sangjun Moon, Dasom Choi, Jingun Kwon, Hidetaka Kamigaito, Manabu Okumura

机构 * Chungnam National University（Chungnam 国立大学） ； Nara Institute of Science and Technology (NAIST)（奈良科学技术研究所） ； Institute of Science Tokyo（东京科学研究所） 纠错

Comments Accepted to EMNLP 2025 Findings

SAND: Boosting LLM Agents with Self-Taught Action Deliberation

Yu Xia, Yiran Shen, Junda Wu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Lina Yao, Julian McAuley

Comments EMNLP 2025

WebEvolver: Enhancing Web Agent Self-Improvement with Coevolving World Model

Tianqing Fang, Hongming Zhang, Zhisong Zhang, Kaixin Ma, Wenhao Yu, Haitao Mi, Dong Yu

Comments EMNLP 2025 Main Conference

VerifiAgent: a Unified Verification Agent in Language Model Reasoning

Jiuzhou Han, Wray Buntine, Ehsan Shareghi

Comments EMNLP 2025

BannerAgency: Advertising Banner Design with Multimodal LLM Agents

Heng Wang, Yotaro Shimose, Shingo Takamatsu

机构 * Sony Group Corporation（索尼集团） 纠错

Comments Accepted as a main conference paper at EMNLP 2025

Large Language Models for Automated Literature Review: An Evaluation of Reference Generation, Abstract Writing, and Review Composition

Xuemei Tang, Xufeng Duan, Zhenguang G. Cai

Comments 12 pages, 5 figures, 5 tables, Accepted by EMNLP 2025 Main Conference

Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models

Haibo Wang, Zhiyang Xu, Yu Cheng, Shizhe Diao, Yufan Zhou, Yixin Cao, Qifan Wang, Weifeng Ge, Lifu Huang

机构 * University of California, Davis（加州大学戴维斯分校） ； Virginia Tech（弗吉尼亚理工大学） ； The Chinese University of Hong Kong（香港中文大学） ； NVIDIA ； Adobe Research（Adobe研究） ； Fudan University（复旦大学） ； Meta AI 纠错

Comments Accepted by EMNLP 2025 Findings

Optimizing Cross-Client Domain Coverage for Federated Instruction Tuning of Large Language Models

Zezhou Wang, Yaxin Du, Xingjun Ma, Yugang Jiang, Zhuzhong Qian, Siheng Chen

机构 * Nanjing University（南京大学） ； Shanghai Jiao Tong University（上海交通大学） ； Fudan University（复旦大学） 纠错

Comments EMNLP 2025

What Makes for Good Image Captions?

Delong Chen, Samuel Cahyawijaya, Etsuko Ishii, Ho Shu Chan, Yejin Bang, Pascale Fung

机构 * HKUST（香港科技大学） ； Meta FAIR Paris（Meta FAIR 巴黎） 纠错

Comments EMNLP 2025 Findings

Composition, Attention, or Both?

Ryo Yoshida, Yohei Oseki

Comments Accepted by Findings of EMNLP 2022

Modeling Human Sentence Processing with Left-Corner Recurrent Neural Network Grammars

Ryo Yoshida, Hiroshi Noji, Yohei Oseki

Comments Accepted by EMNLP 2021

Rationalizing Transformer Predictions via End-To-End Differentiable Self-Training

Marc Brinner, Sina Zarrieß

机构 * Computational Linguistics, Department of Linguistics Bielefeld University（语言学计算系，语言学系比勒菲尔德大学） 纠错

Journal ref Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, pages 11894-11907, Miami, Florida, USA. Association for Computational Linguistics

Knowledge-based Consistency Testing of Large Language Models

Sai Sathiesh Rajan, Ezekiel Soremekun, Sudipta Chattopadhyay

机构 * Singapore University of Technology and Design, Singapore（新加坡科技设计大学） ； Royal Holloway, University of London, UK（伦敦大学皇家霍洛威学院） 纠错

Comments 12 pages, 4 figures, 8 tables, Accepted at EMNLP 2024 Findings

Privacy-Preserving Models for Legal Natural Language Processing

Ying Yin, Ivan Habernal

Comments Camera ready, to appear at the Natural Legal Language Processing Workshop 2022 co-located with EMNLP

Train It and Forget It: Merge Lists are Unnecessary for BPE Inference in Language Models

Tomohiro Sawada, Kartik Goyal

机构 * Georgia Institute of Technology（佐治亚理工学院） 纠错

Comments Submitted to EMNLP

QDyLoRA: Quantized Dynamic Low-Rank Adaptation for Efficient Large Language Model Tuning

Hossein Rajabzadeh, Mojtaba Valipour, Tianshu Zhu, Marzieh Tahaei, Hyock Ju Kwon, Ali Ghodsi, Boxing Chen, Mehdi Rezagholizadeh

机构 * University of Waterloo（滑铁卢大学） ； Huawei Noah’s Ark Lab（华为诺亚实验室） 纠错

Comments Best Paper Award AAAI EIW Workshop

Journal ref https://aclanthology.org/2024.emnlp-industry.53.pdf

LLM4Decompile: Decompiling Binary Code with Large Language Models

Hanzhuo Tan, Qi Luo, Jing Li, Yuqun Zhang

机构 * Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China（南方科技大学计算机科学与工程系） ； Department of Computing, The Hong Kong Polytechnic University, HKSAR, China（香港理工大学计算机系） ； Research Centre for Data Science & Artificial Intelligence（数据科学与人工智能研究中心） 纠错

Journal ref Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing

Local Contrastive Editing of Gender Stereotypes

Marlene Lutz, Rochelle Choenni, Markus Strohmaier, Anne Lauscher

机构 * University of Mannheim（曼海姆大学） ； University of Amsterdam（阿姆斯特丹大学） ； University of Mannheim, GESIS, CSH Vienna（曼海姆大学、GESIS、维也纳CSH） ； University of Hamburg（汉堡大学） 纠错

Comments Accepted at EMNLP 2024

SMILE: Single-turn to Multi-turn Inclusive Language Expansion via ChatGPT for Mental Health Support

Huachuan Qiu, Hongliang He, Shuai Zhang, Anqi Li, Zhenzhong Lan

机构 * Zhejiang University（浙江大学） ； School of Engineering, Westlake University（西lake大学工程学院） ； Research Center for Industries of the Future, Westlake University（西lake大学未来产业研究中心） 纠错

Comments accepted to the EMNLP 2024 Findings

Journal ref https://aclanthology.org/2024.findings-emnlp.34/

Puzzle Solving using Reasoning of Large Language Models: A Survey

Panagiotis Giadikiaroglou, Maria Lymperaiou, Giorgos Filandrianos, Giorgos Stamou

机构 * Artificial Intelligence and Learning Systems Laboratory（人工智能与学习系统实验室） ； School of Electrical and Computer Engineering（电气与计算机工程学院） ； National Technical University of Athens（希腊雅典国家技术大学） 纠错

Journal ref Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, pages 11574-11591, Miami, Florida, USA. Association for Computational Linguistics, 2024

A Critical Reflection and Forward Perspective on Empathy and Natural Language Processing

Allison Lahnala, Charles Welch, David Jurgens, Lucie Flek

Comments To appear at Findings of EMNLP 2022

Manipulating LLM Web Agents with Indirect Prompt Injection Attack via HTML Accessibility Tree

Sam Johnson, Viet Pham, Thai Le

Comments EMNLP 2025 System Demonstrations Submission

CSSL: Contrastive Self-Supervised Learning for Dependency Parsing on Relatively Free Word Ordered and Morphologically Rich Low Resource Languages

Pretam Ray, Jivnesh Sandhan, Amrith Krishna, Pawan Goyal

机构 * IIT Kharagpur（印度克哈格普大学） ； IIT Dharwad（印度达尔瓦德大学） ； Independent Researcher（独立研究者） 纠错

Comments Accepted at EMNLP 2024 Main (Short), 9 pages, 3 figures, 4 Tables

GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems

Jisoo Lee, Raeyoung Chang, Dongwook Kwon, Harmanpreet Singh, Nikhil Verma

机构 * Seoul National University（首尔国立大学） ； Sogang University（成均馆大学） ； Kwangwoon University（康武大学） ； LG Electronics, Toronto AI Lab（LG电子，多伦多AI实验室） 纠错

Comments 4 figures, 1 algorithm, 2 tables, 6 pages, under review at EMNLP Industry track 2025

elsciRL: Integrating Language Solutions into Reinforcement Learning Problem Settings

Philip Osborne, Danilo S. Carvalho, André Freitas

机构 * National Biomarker Centre, CRUK-MI, University of Manchester, United Kingdom（国家生物标记中心、CRUK-MI、曼彻斯特大学、英国） ； Department of Computer Science, University of Manchester, United Kingdom（计算机科学系、曼彻斯特大学、英国） ； Idiap Research Institute, Switzerland（Idiap研究 institute、瑞士） 纠错

Comments 6 pages, 1 figure, 3 tables, 11 Appendix pages, submitted to EMNLP 2025 Call for System Demonstrations