语言大模型 / LLM

NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering

Ruisheng Cao, Hanchong Zhang, Tiancheng Huang, Zhangyi Kang, Yuxin Zhang, Liangtai Sun, Hanqi Li, Yuxun Miao, Shuai Fan, Lu Chen, Kai Yu

机构 * MoE Key Lab of Artificial Intelligence（摩尔电子关键实验室） ； X-LANCE Lab, School of Computer Science, Shanghai Jiao Tong University（X-LANCE实验室，计算机科学学院，上海交通大学） ； Jiangsu Key Lab of Language Computing（江苏语言计算重点实验室） ； AISpeech Co., Ltd.（AISpeech公司） ； Suzhou Laboratory（苏州实验室） 纠错

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 29 pages, 11 figures, 12 tables, accepted to ACL 2025 Long Main

WET: Overcoming Paraphrasing Vulnerabilities in Embeddings-as-a-Service with Linear Transformation Watermarks

Anudeex Shetty, Qiongkai Xu, Jey Han Lau

机构 * School of Computing and Information System, the University of Melbourne（计算机与信息系统学院，墨尔本大学） ； School of Computing, FSE, Macquarie University（计算机学院，麦觉里大学） 纠错

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Comments Accepted to ACL 2025 (Main Proceedings)

Leveraging Knowledge Graphs and LLMs for Structured Generation of Misinformation

Sania Nayab, Marco Simoni, Giulio Rossolini

机构 * Department of Excellence in Robotics and AI, Scuola Superiore Sant’Anna（机器人与人工智能卓越部门，圣安娜高等学院） ； Institute of Informatics and Telematics, National Research Council of Italy（信息与电信研究所，意大利国家研究理事会） ； Sapienza Università di Roma（罗马萨皮恩扎大学） 纠错

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation

Qianli Wang, Nils Feldhus, Simon Ostermann, Luis Felipe Villa-Arenas, Sebastian Möller, Vera Schmitt

机构 * Quality and Usability Lab, Technische Universität Berlin（柏林技术大学质量与可用性实验室） ； German Research Center for Artificial Intelligence (DFKI)（德国人工智能研究中心） ； Deutsche Telekom（德国电信） ； 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

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；prompting(abstract)；分类 cs.CL、cs.LG

Comments ACL 2025 Findings; camera-ready version

From Theft to Bomb-Making: The Ripple Effect of Unlearning in Defending Against Jailbreak Attacks

Zhexin Zhang, Junxiao Yang, Yida Lu, Pei Ke, Shiyao Cui, Chujie Zheng, Hongning Wang, Minlie Huang

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Comments 19 pages

Enhancing Code Generation via Bidirectional Comment-Level Mutual Grounding

Yifeng Di, Tianyi Zhang

机构 * Purdue University（普渡大学） 纠错

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted to ICSE 2025

Evolutionary ecology of words

Reiji Suzuki, Takaya Arita

机构 * Graduate School of Informatics（信息学研究生院） ； Nagoya University（名古屋大学） 纠错

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 8 pages, 5 figures. Preprint of the paper published in Proceedings of 2025 IEEE Symposium on Computational Intelligence in Artificial Life and Cooperative Intelligent Systems (ALIFE-CIS)

Journal ref Proceedings of 2025 IEEE Symposium on Computational Intelligence in Artificial Life and Cooperative Intelligent Systems (ALIFE-CIS), pp. 1-7 (2025)

ELMI: Interactive and Intelligent Sign Language Translation of Lyrics for Song Signing

Suhyeon Yoo, Khai N. Truong, Young-Ho Kim

机构 * University of Toronto（多伦多大学） ； NAVER AI Lab（NAVER人工智能实验室） 纠错

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 17 pages excluding reference and appendix. Accepted at ACM CHI 2025. https://naver-ai.github.io/elmi

Journal ref CHI '25: Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems

MAMMAL -- Molecular Aligned Multi-Modal Architecture and Language

Yoel Shoshan, Moshiko Raboh, Michal Ozery-Flato, Vadim Ratner, Alex Golts, Jeffrey K. Weber, Ella Barkan, Simona Rabinovici-Cohen, Sagi Polaczek, Ido Amos, Ben Shapira, Liam Hazan, Matan Ninio, Sivan Ravid, Michael M. Danziger, Yosi Shamay, Sharon Kurant, Joseph A. Morrone, Parthasarathy Suryanarayanan, Michal Rosen-Zvi, Efrat Hexter

机构 * IBM Research-Israel（IBM研究以色列分公司） ； IBM TJ Watson Research Center（IBM TJ Watson研究中心） ； Faculty of Biomedical Engineering（生物医学工程学院） 纠错

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；foundation model(abstract)；分类 cs.AI、cs.LG

Refiner: Restructure Retrieval Content Efficiently to Advance Question-Answering Capabilities

Zhonghao Li, Xuming Hu, Aiwei Liu, Kening Zheng, Sirui Huang, Hui Xiong

机构 * Hongkong University of Science and Technology（香港科技大学） ； Tsinghua University（清华大学） ； The Hong Kong Polytechnic University（香港理工大学） 纠错

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 8 pages

Do It For Me vs. Do It With Me: Investigating User Perceptions of Different Paradigms of Automation in Copilots for Feature-Rich Software

Anjali Khurana, Xiaotian Su, April Yi Wang, Parmit K Chilana

机构 * Simon Fraser University（西蒙弗雷泽大学） ； ETH Zürich（苏黎世联邦理工学院） 纠错

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments Accepted for publication in the CHI Conference on Human Factors in Computing Systems (CHI 2025), April 26 - May 1, 2025, Yokohama, Japan

Certifying Counterfactual Bias in LLMs

Isha Chaudhary, Qian Hu, Manoj Kumar, Morteza Ziyadi, Rahul Gupta, Gagandeep Singh

机构 * UIUC（伊利诺伊大学香槟分校） ； Amazon（亚马逊） ； Oracle Health（Oracle健康） 纠错

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments Published at ICLR 2025

MoWE-Audio: Multitask AudioLLMs with Mixture of Weak Encoders

Wenyu Zhang, Shuo Sun, Bin Wang, Xunlong Zou, Zhuohan Liu, Yingxu He, Geyu Lin, Nancy F. Chen, Ai Ti Aw

机构 * Institute for Infocomm Research (I 2 2 {}^{\text{2}} start_FLOATSUPERSCRIPT 2 end_FLOATSUPERSCRIPT R)（信息与通信研究 institute） ； Agency for Science, Technology and Research (A*STAR)（科技研究局） ； Centre for Frontier AI Research (CFAR), Agency for Science, Technology and Research (A*STAR)（前沿人工智能研究 center） 纠错

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments ICASSP 2025

Improving RAG for Personalization with Author Features and Contrastive Examples

Mert Yazan, Suzan Verberne, Frederik Situmeang

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Bypassing Safety Guardrails in LLMs Using Humor

Pedro Cisneros-Velarde

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Prompt Optimization with Logged Bandit Data

Haruka Kiyohara, Daniel Yiming Cao, Yuta Saito, Thorsten Joachims

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments Preprint

Foot-In-The-Door: A Multi-turn Jailbreak for LLMs

Zixuan Weng, Xiaolong Jin, Jinyuan Jia, Xiangyu Zhang

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 19 pages, 8 figures

Do LLMs "know" internally when they follow instructions?

Juyeon Heo, Christina Heinze-Deml, Oussama Elachqar, Kwan Ho Ryan Chan, Shirley Ren, Udhay Nallasamy, Andy Miller, Jaya Narain

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

ChatGPT and U(X): A Rapid Review on Measuring the User Experience

Katie Seaborn

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Automating the loop in traffic incident management on highway

Matteo Cercola, Nicola Gatti, Pedro Huertas Leyva, Benedetto Carambia, Simone Formentin

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Generative AI for Named Entity Recognition in Low-Resource Language Nepali

Sameer Neupane, Jeevan Chapagain, Nobal B. Niraula, Diwa Koirala

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；prompting(abstract)；分类 cs.CL、cs.AI

Comments This paper has been accepted in the FLAIRS Conference 2025

Quantifying the Effectiveness of Student Organization Activities using Natural Language Processing

Lyberius Ennio F. Taruc, Arvin R. De La Cruz

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 11 pages, 4 figures, presented in International Conference on Generative Al and its Applications (ICGAIA-24) last 22nd - 23rd, July, 2024 at Jakarta, Indonesia

Journal ref IJISAE, 2024, 12(22s), 1553-1563

Collaborative Expert LLMs Guided Multi-Objective Molecular Optimization

Jiajun Yu, Yizhen Zheng, Huan Yee Koh, Shirui Pan, Tianyue Wang, Haishuai Wang

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

A Theory for Token-Level Harmonization in Retrieval-Augmented Generation

Shicheng Xu, Liang Pang, Huawei Shen, Xueqi Cheng

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments ICLR 2025

Enhancing Safety in Reinforcement Learning with Human Feedback via Rectified Policy Optimization

Xiyue Peng, Hengquan Guo, Jiawei Zhang, Dongqing Zou, Ziyu Shao, Honghao Wei, Xin Liu

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Real-time Monitoring of Economic Shocks using Company Websites

Michael Koenig, Jakob Rauch, Martin Woerter

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Adapting Psycholinguistic Research for LLMs: Gender-inclusive Language in a Coreference Context

Marion Bartl, Thomas Brendan Murphy, Susan Leavy

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 9 pages, 7 figures, submitted to ACL 2025 (ARR February 2025 cycle)

Mind the Gap! Choice Independence in Using Multilingual LLMs for Persuasive Co-Writing Tasks in Different Languages

Shreyan Biswas, Alexander Erlei, Ujwal Gadiraju

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Scopes of Alignment

Kush R. Varshney, Zahra Ashktorab, Djallel Bouneffouf, Matthew Riemer, Justin D. Weisz

专题命中 其他LLM ：large language model(abstract)；language model(abstract)；foundation model(abstract)；分类 cs.CL、cs.AI

Comments The 2nd International Workshop on AI Governance (AIGOV) held in conjunction with AAAI 2025

RAG with Differential Privacy

Nicolas Grislain

专题命中 其他LLM ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG