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Conference on Empirical Methods in Natural Language Processing · 会议 · Natural Language Processing

2025-10-16 至 2025-10-16 共收录 12
2510.13681 2025-10-16 cs.CL

How Sampling Affects the Detectability of Machine-written texts: A Comprehensive Study

Matthieu Dubois, François Yvon, Pablo Piantanida

机构 * Sorbonne Université, CNRS, ISIR, Paris France(索邦大学、国家科学研究中心、ISIR、巴黎法国) CNRS, International Laboratory on Learning Systems, Montréal, Canada(国家科学研究中心、学习系统国际实验室、蒙特利尔加拿大) Mila - Québec AI Institute, Montréal, Canada(魁北克AI研究所、蒙特利尔加拿大) CentraleSupélec, Université Paris-Saclay, Gif-sur-Yvette, France(CentraleSupélec、巴黎萨克雷大学、吉夫-sur-伊夫特法国)

Comments EMNLP 2025 Findings

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2510.13494 2025-10-16 cs.CL cs.AI

LiteraryQA: Towards Effective Evaluation of Long-document Narrative QA

Tommaso Bonomo, Luca Gioffré, Roberto Navigli

机构 * Sapienza NLP Group, Sapienza University of Rome(Sapienza 大学自然语言处理组,Sapienza 罗马大学) Babelscape, Italy(Babelscape 公司,意大利)

Comments Accepted to EMNLP 2025 Main Conference. 22 pages

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2510.13183 2025-10-16 cs.CL

DSCD: Large Language Model Detoxification with Self-Constrained Decoding

Ming Dong, Jinkui Zhang, Bolong Zheng, Xinhui Tu, Po Hu, Tingting He

机构 * Hubei Provincial Key Laboratory of Artificial Intelligence and Smart Learning(湖北人工智能与智能学习省级重点实验室) National Language Resources Monitoring and Research Center for Network Media(网络媒体语言资源监测与研究国家中心) Central China Normal University(中央财经大学) Wuhan University of Technology(武汉理工大学)

Comments Accepted at EMNLP 2025 MainConference

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2510.13157 2025-10-16 cs.CE cs.AI cs.CL

Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval

Subhendu Khatuya, Shashwat Naidu, Pawan Goyal, Niloy Ganguly

机构 * Indian Institute of Technology Kharagpur(印度理工学院卡格鲁分校)

Comments This work has been accepted for publication in the Main Conference of the Empirical Methods in Natural Language Processing (EMNLP) 2025

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2510.12825 2025-10-16 cs.CL cs.AI cs.DB cs.LG

Classifier-Augmented Generation for Structured Workflow Prediction

Thomas Gschwind, Shramona Chakraborty, Nitin Gupta, Sameep Mehta

机构 * IBM Research(IBM研究院)

Comments Accepted at EMNLP 2025

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2510.02340 2025-10-16 cs.CL cs.LG

Can Prompts Rewind Time for LLMs? Evaluating the Effectiveness of Prompted Knowledge Cutoffs

Xin Gao, Ruiyi Zhang, Daniel Du, Saurabh Mahindre, Sai Ashish Somayajula, Pengtao Xie

机构 * UC San Diego(UC圣迭戈大学) SUNY Buffalo(纽约州立大学布法罗分校)

Comments Published at EMNLP 2025; Code and data available at https://github.com/gxx27/time_unlearn

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2509.24101 2025-10-16 cs.CL

BTC-SAM: Leveraging LLMs for Generation of Bias Test Cases for Sentiment Analysis Models

Zsolt T. Kardkovacs, Lynda Djennane, Anna Field, Boualem Benatallah, Yacine Gaci, Fabio Casati, Walid Gaaloul

机构 * Insight SFI Research Center on Data Analytics, Dublin City University(数据分析洞察SFI研究中心,都柏林城市大学) Laboratoire LITAN, École supérieure en Sciences et Technologies de l’Informatique et du Numérique(LITAN实验室,信息与数字技术高等学院) School of Computing, Dublin City University(计算学院,都柏林城市大学) Plus Que Pro, Strasbourg, France(斯特拉斯堡法国Plus Que Pro公司) ServiceNow, Zurich, Switzerland(瑞士苏黎世ServiceNow公司) Department of Information Engineering and Computer Science, University of Trento(信息工程与计算机科学系,特伦托大学) Télécom SudParis, SAMOVAR, Institut Polytechnique de Paris(巴黎理工学院SAMOVAR,Telecom SudParis)

Comments Accepted at EMNLP 2025 main conference

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2509.01052 2025-10-16 cs.AI cs.CL cs.CV

FlashAdventure: A Benchmark for GUI Agents Solving Full Story Arcs in Diverse Adventure Games

Jaewoo Ahn, Junseo Kim, Heeseung Yun, Jaehyeon Son, Dongmin Park, Jaewoong Cho, Gunhee Kim

机构 * Seoul National University(首尔国立大学) KRAFTON Georgia Institute of Technology(佐治亚理工学院)

Comments EMNLP 2025 Main. Project page: https://ahnjaewoo.github.io/flashadventure

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2507.04329 2025-10-16 cs.CL

No Language Data Left Behind: A Comparative Study of CJK Language Datasets in the Hugging Face Ecosystem

Dasol Choi, Woomyoung Park, Youngsook Song

机构 * Yonsei University(延世大学) AIM Intelligence(AIM智能) MODULABS Sionic AI Lablup

Comments Accepted to EMNLP 2025 MRL Workshop

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2506.19847 2025-10-16 cs.LG cs.AI cs.CL cs.CV

Orthogonal Finetuning Made Scalable

Zeju Qiu, Weiyang Liu, Adrian Weller, Bernhard Schölkopf

机构 * Max Planck Institute for Intelligent Systems(马克斯·普朗克智能系统研究所) The Chinese University of Hong Kong(香港中文大学) University of Cambridge(剑桥大学) The Alan Turing Institute(艾伦·图灵研究所)

Comments EMNLP 2025 Main (18 pages, 7 figures, project page: https://spherelab.ai/oftv2/)

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2506.13886 2025-10-16 cs.CL cs.AI

Investigating the interaction of linguistic and mathematical reasoning in language models using multilingual number puzzles

Antara Raaghavi Bhattacharya, Isabel Papadimitriou, Kathryn Davidson, David Alvarez-Melis

机构 * School of Engineering and Applied Sciences, Harvard University(哈佛大学工程与应用科学学院) Department of Linguistics, Harvard University(哈佛大学语言学系) Kempner Institute for the Study of Natural and Artificial Intelligence at Harvard University(哈佛大学凯普纳自然与人工智能研究 institute)

Comments Accepted to EMNLP 2025 Main Conference

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2504.13211 2025-10-16 cs.CV cs.AI

MIRROR: Multimodal Cognitive Reframing Therapy for Rolling with Resistance

Subin Kim, Hoonrae Kim, Jihyun Lee, Yejin Jeon, Gary Geunbae Lee

机构 * KT Corporation, Republic of Korea(韩国KT公司) Graduate School of Artificial Intelligence, POSTECH, Republic of Korea(POSTECH人工智能研究生院) Computer Science and Engineering, POSTECH, Republic of Korea(POSTECH计算机科学与工程系)

Comments EMNLP 2025 Main

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