语言大模型 / LLM

SUA: Stealthy Multimodal Large Language Model Unlearning Attack

Xianren Zhang, Hui Liu, Delvin Ce Zhang, Xianfeng Tang, Qi He, Dongwon Lee, Suhang Wang

机构 * The Pennsylvania State University（宾夕法尼亚州立大学） ； Amazon（亚马逊） ； University of Sheffield（谢菲尔德大学） 纠错

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

Comments EMNLP25

FC-Attack: Jailbreaking Multimodal Large Language Models via Auto-Generated Flowcharts

Ziyi Zhang, Zhen Sun, Zongmin Zhang, Jihui Guo, Xinlei He

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）） 纠错

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

Comments Accepted to Findings of EMNLP 2025

Don't Change My View: Ideological Bias Auditing in Large Language Models

Paul Kröger, Emilio Barkett

机构 * Columbia University（哥伦比亚大学） 纠错

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

Multilingual Collaborative Defense for Large Language Models

Hongliang Li, Jinan Xu, Gengping Cui, Changhao Guan, Fengran Mo, Kaiyu Huang

机构 * Key Laboratory of Big Data & Artificial Intelligence in Transportation (Beijing Jiaotong University), Ministry of Education（大数据与人工智能交通运输 key laboratory（北京交通大学）） ； School of Computer Science and Technology, Beijing Jiaotong University（计算机科学与技术学院（北京交通大学）） ； University of Montreal（蒙特利尔大学） 纠错

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

Comments 21 pages, 4figures

Leveraging Large Language Models to Democratize Access to Costly Datasets for Academic Research

Julian Junyan Wang, Victor Xiaoqi Wang

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

Comments 58 pagegs, 5 figures, 5 tables

Aggregation Artifacts in Subjective Tasks Collapse Large Language Models' Posteriors

Georgios Chochlakis, Alexandros Potamianos, Kristina Lerman, Shrikanth Narayanan

机构 * University of Southern California（南加州大学） ； National Technical University of Athens（雅典国立技术大学） 纠错

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

Comments 16 pages, 12 figures, 3 tables

Journal ref Proceedings of the 2025 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 5513-5528, Albuquerque, New Mexico, April 2025

Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors

Hao Fang, Jiawei Kong, Tianqu Zhuang, Yixiang Qiu, Kuofeng Gao, Bin Chen, Shu-Tao Xia, Yaowei Wang, Min Zhang

机构 * Tsinghua Shenzhen International Graduate School, Tsinghua University（清华大学深圳国际研究生院，清华大学） ； Harbin Institute of Technology（哈尔滨工业大学） ； Pengcheng Laboratory（鹏城实验室） 纠错

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

Comments Accepted by EMNLP-2025

Using a Large Language Model to generate a Design Structure Matrix

Edwin C. Y. Koh

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

Comments 16 pages, 7 Figures, 6 Tables

Journal ref Natural Language Processing Journal, Vol. 9, 2024, Article 100103

TombRaider: Entering the Vault of History to Jailbreak Large Language Models

Junchen Ding, Jiahao Zhang, Yi Liu, Ziqi Ding, Gelei Deng, Yuekang Li

机构 * UNSW（新南威尔士大学） ； NTU（国立大学） 纠错

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

Comments Main Conference of EMNLP

A Rose by Any Other Name Would Smell as Sweet: Categorical Homotopy Theory for Large Language Models

Sridhar Mahadevan

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

Comments 26 pages. arXiv admin note: text overlap with arXiv:2402.18732

Story Ribbons: Reimagining Storyline Visualizations with Large Language Models

Catherine Yeh, Tara Menon, Robin Singh Arya, Helen He, Moira Weigel, Fernanda Viégas, Martin Wattenberg

机构 * Harvard University（哈佛大学） ； Google（谷歌） 纠错

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

Comments Accepted to IEEE VIS 2025 (11 pages, 9 figures)

Multi-Agents Based on Large Language Models for Knowledge-based Visual Question Answering

Zhongjian Hu, Peng Yang, Bing Li, Zhenqi Wang

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

Comments We would like to withdraw this submission due to ongoing internal review and coordination among the author team. Upon the supervisor's recommendation, we have decided to delay public dissemination until the manuscript undergoes further refinement and aligns with our intended academic trajectory

A Hybrid Framework for Subject Analysis: Integrating Embedding-Based Regression Models with Large Language Models

Jinyu Liu, Xiaoying Song, Diana Zhang, Jason Thomale, Daqing He, Lingzi Hong

机构 * University of North Texas（北卡罗来纳大学达顿分校） ； University of Pittsburgh（匹兹堡大学） 纠错

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

Comments 13 pages, 2 figures, accepted by ASIST 2025

Improving Contextual ASR via Multi-grained Fusion with Large Language Models

Shilin Zhou, Zhenghua Li

机构 * School of Computer Science and Technology, Soochow University（计算机科学与技术学院，苏州大学） 纠错

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

Digital Gatekeepers: Exploring Large Language Model's Role in Immigration Decisions

Yicheng Mao, Yang Zhao

机构 * Maastricht University（马斯特里赫特大学） ； University of Antwerp（安特卫普大学） 纠错

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

Large Language Models for Extrapolative Modeling of Manufacturing Processes

Kiarash Naghavi Khanghah, Anandkumar Patel, Rajiv Malhotra, Hongyi Xu

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

PLeak: Prompt Leaking Attacks against Large Language Model Applications

Bo Hui, Haolin Yuan, Neil Gong, Philippe Burlina, Yinzhi Cao

机构 * Johns Hopkins University（约翰霍普金斯大学） ； Duke University（杜克大学） ； Johns Hopkins University Applied Physics Laboratory（约翰霍普金斯大学应用物理实验室） 纠错

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

Comments To appear in the Proceedings of The ACM Conference on Computer and Communications Security (CCS), 2024

The Emergence of Abstract Thought in Large Language Models Beyond Any Language

Yuxin Chen, Yiran Zhao, Yang Zhang, An Zhang, Kenji Kawaguchi, Shafiq Joty, Junnan Li, Tat-Seng Chua, Michael Qizhe Shieh, Wenxuan Zhang

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

Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query Expansion

Lingyuan Liu, Mengxiang Zhang

机构 * City University of Hong Kong（香港城市大学） ； The University of Hong Kong（香港大学） 纠错

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

Multiple-Choice Question Generation Using Large Language Models: Methodology and Educator Insights

Giorgio Biancini, Alessio Ferrato, Carla Limongelli

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

Comments Copyright ACM 2024. This is the author's version of the work. It is posted here for your personal use. Not for redistribution. The definitive Version of Record was published in Adjunct Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization (UMAP Adjunct '24), http://dx.doi.org/10.1145/3631700.3665233

ModuLM: Enabling Modular and Multimodal Molecular Relational Learning with Large Language Models

Zhuo Chen, Yizhen Zheng, Huan Yee Koh, Hongxin Xiang, Linjiang Chen, Wenjie Du, Yang Wang

机构 * University of Science and Technology of China（中国科学技术大学） ； Suzhou Institute for Advanced Research, USTC（先进研究所） ； Hunan University（湖南大学） ； Monash University（墨尔本大学） ； State Key Laboratory of Precision and Intelligent Chemistry, USTC（精密与智能化学国家重点实验室） 纠错

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

Estimating the Effects of Sample Training Orders for Large Language Models without Retraining

Hao Yang, Haoxuan Li, Mengyue Yang, Xu Chen, Mingming Gong

机构 * Gaoling School of Artificial Intelligence, Renmin University of China（中国人民大学耿丽人工智能学院） ； Center for Data Science, Peking University（北京大学数据科学中心） ； School of Engineering Mathematics and Technology, University of Bristol（布里斯托大学工程数学与技术学院） ； Department of Machine Learning, Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学机器学习系） 纠错

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

Beyond Keywords: Evaluating Large Language Model Classification of Nuanced Ableism

Naba Rizvi, Harper Strickland, Saleha Ahmedi, Aekta Kallepalli, Isha Khirwadkar, William Wu, Imani N. S. Munyaka, Nedjma Ousidhoum

机构 * University of California, San Diego（加州大学圣地亚哥分校） ； Cardiff University（卡迪夫大学） 纠错

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

SynDec: A Synthesize-then-Decode Approach for Arbitrary Textual Style Transfer via Large Language Models

Han Sun, Zhen Sun, Zongmin Zhang, Linzhao Jia, Wei Shao, Min Zhang

机构 * East China Normal University（华东师范大学） ； The Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）） ； City University of Hong Kong（香港城市大学） 纠错

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

Evaluating Creative Short Story Generation in Humans and Large Language Models

Mete Ismayilzada, Claire Stevenson, Lonneke van der Plas

机构 * EPFL（苏黎世联邦理工学院） ； Idiap Research Institute（Idiap研究机构） ； University of Amsterdam（阿姆斯特丹大学） ； Università della Svizzera Italiana（瑞士意大利大学） 纠错

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

Comments Accepted to ICCC 2025

ExploreSelf: Fostering User-driven Exploration and Reflection on Personal Challenges with Adaptive Guidance by Large Language Models

Inhwa Song, SoHyun Park, Sachin R. Pendse, Jessica Lee Schleider, Munmun De Choudhury, Young-Ho Kim

机构 * KAIST（韩国科学技术院） ； NAVER Cloud（NAVER云） ； Northwestern University（西北大学） ； Georgia Institute of Technology（佐治亚理工学院） ； NAVER AI Lab（NAVER AI实验室） 纠错

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

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

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

What Large Language Models Do Not Talk About: An Empirical Study of Moderation and Censorship Practices

Sander Noels, Guillaume Bied, Maarten Buyl, Alexander Rogiers, Yousra Fettach, Jefrey Lijffijt, Tijl De Bie

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

Comments 17 pages, 38 pages in total including appendix; 5 figures, 22 figures in appendix

Human-interpretable clustering of short-text using large language models

Justin K. Miller, Tristram J. Alexander

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

Comments Main text: 18 pages, 6 figures. Supplementary: 21 pages, 15 figures, 3 tables

Output Scouting: Auditing Large Language Models for Catastrophic Responses

Andrew Bell, Joao Fonseca

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

Comments Work not ready, further experiments needed to validate the method

Gender and content bias in Large Language Models: a case study on Google Gemini 2.0 Flash Experimental

Roberto Balestri

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

Journal ref Frontiers in Artificial Intelligence (2025) 8:1558696