语言大模型 / LLM - arXivDaily 专题

2503.07697 2025-06-06 cs.LG cs.CR 89%

PoisonedParrot: Subtle Data Poisoning Attacks to Elicit Copyright-Infringing Content from Large Language Models

Michael-Andrei Panaitescu-Liess, Pankayaraj Pathmanathan, Yigitcan Kaya, Zora Che, Bang An, Sicheng Zhu, Aakriti Agrawal, Furong Huang

机构 * University of Maryland, College Park（马里兰大学College Park分校）； University of California, Santa Barbara（加州大学圣巴巴拉分校）； Capital One（Capital One公司）

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

Comments 18 pages, 18 figures. Accepted at NAACL 2025

2504.08961 2025-06-04 cs.CL 89%

A Fully Automated Pipeline for Conversational Discourse Annotation: Tree Scheme Generation and Labeling with Large Language Models

Kseniia Petukhova, Ekaterina Kochmar

机构 * Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学）

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

2506.00876 2025-06-03 cs.CL 89%

Not Every Token Needs Forgetting: Selective Unlearning to Limit Change in Utility in Large Language Model Unlearning

Yixin Wan, Anil Ramakrishna, Kai-Wei Chang, Volkan Cevher, Rahul Gupta

机构 * University of California, Los Angeles（加州大学洛杉矶分校）

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

2503.04395 2025-05-29 cs.CL 89%

Shaping Shared Languages: Human and Large Language Models' Inductive Biases in Emergent Communication

Tom Kouwenhoven, Max Peeperkorn, Roy de Kleijn, Tessa Verhoef

机构 * Leiden Institute of Advanced Computer Science, Leiden University, Netherlands（莱顿高级计算机科学研究所，莱顿大学，荷兰）； School of Computing, University of Kent, United Kingdom（计算学院，肯特大学，英国）； Cognitive Psychology Unit, Institute of Psychology, Leiden, the Netherlands（认知心理学单元，心理学研究所，莱顿，荷兰）

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

Comments Presented at IJCAI 2025 (Human-centred AI Track)

2410.12326 2025-05-27 cs.LG 89%

Understanding Why Large Language Models Can Be Ineffective in Time Series Analysis: The Impact of Modality Alignment

Liangwei Nathan Zheng, Chang George Dong, Wei Emma Zhang, Lin Yue, Miao Xu, Olaf Maennel, Weitong Chen

机构 * The University of Adelaide（阿德莱德大学）； The University of Queensland（昆士兰大学）

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

2505.16957 2025-05-23 cs.CR cs.AI 89%

Invisible Prompts, Visible Threats: Malicious Font Injection in External Resources for Large Language Models

Junjie Xiong, Changjia Zhu, Shuhang Lin, Chong Zhang, Yongfeng Zhang, Yao Liu, Lingyao Li

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

2308.10800 2025-05-23 cs.HC cs.AI cs.CY 89%

Fact-checking information from large language models can decrease headline discernment

Matthew R. DeVerna, Harry Yaojun Yan, Kai-Cheng Yang, Filippo Menczer

机构 * Observatory on Social Media, Indiana University（社会媒体观察所，印第安纳大学）； FSI Cyber Policy Center, Stanford University（斯坦福大学FSI网络政策中心）； Network Science Institute, Northeastern University（东北大学网络科学研究所）

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

Journal ref Proc. Natl. Acad. Sci. U.S.A. (2024)

2501.12174 2025-05-22 cs.LG 89%

BiMarker: Enhancing Text Watermark Detection for Large Language Models with Bipolar Watermarks

Zhuang Li, Qiuping Yi, Zongcheng Ji, Yijian Lu, Yanqi Li, Keyang Xiao, Hongliang Liang

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

2505.14195 2025-05-21 cs.CL 89%

Unraveling Interwoven Roles of Large Language Models in Authorship Privacy: Obfuscation, Mimicking, and Verification

Tuc Nguyen, Yifan Hu, Thai Le

机构 * Indiana University（印第安纳大学）； Northeastern University（东北大学）

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

Comments 17 pages, 3 figures

2504.21198 2025-05-20 cs.LG 89%

Graph Synthetic Out-of-Distribution Exposure with Large Language Models

Haoyan Xu, Zhengtao Yao, Ziyi Wang, Zhan Cheng, Xiyang Hu, Mengyuan Li, Yue Zhao

机构 * University of Southern California（南加州大学）； University of Maryland, College Park（马里兰大学学院 park 分校）； University of Wisconsin, Madison（威斯康星大学麦迪逊分校）； Arizona State University（亚利桑那州立大学）

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

2502.15208 2025-05-19 cs.CL 89%

Unveiling Attractor Cycles in Large Language Models: A Dynamical Systems View of Successive Paraphrasing

Zhilin Wang, Yafu Li, Jianhao Yan, Yu Cheng, Yue Zhang

机构 * Shanghai AI Laboratory（上海人工智能实验室）； Westlake University（西湖大学）； Zhejiang University（浙江大学）； Chinese University of Hong Kong（香港中文大学）

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

Comments 9 pages

2411.04223 2025-05-13 cs.CL 89%

Diversity Helps Jailbreak Large Language Models

Weiliang Zhao, Daniel Ben-Levi, Wei Hao, Junfeng Yang, Chengzhi Mao

机构 * Columbia University（哥伦比亚大学）； Rutgers University（罗格斯大学）

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

2505.00679 2025-05-12 cs.CL 89%

Steering Large Language Models with Register Analysis for Arbitrary Style Transfer

Xinchen Yang, Marine Carpuat

机构 * Department of Computer Science University of Maryland, College Park（计算机科学系大学马里兰大学学院公园分校）

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

2505.02483 2025-05-06 cs.RO cs.AI 89%

Automated Hybrid Reward Scheduling via Large Language Models for Robotic Skill Learning

Changxin Huang, Junyang Liang, Yanbin Chang, Jingzhao Xu, Jianqiang Li

机构 * National Engineering Laboratory for Big Data System Computing Technology（大数据系统计算技术国家工程实验室）

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

2504.20951 2025-04-30 cs.CL 89%

Information Gravity: A Field-Theoretic Model for Token Selection in Large Language Models

Maryna Vyshnyvetska

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

Comments 12 pages, 1 figure

2504.17801 2025-04-28 cs.NE cs.AI 89%

Evolution of Optimization Algorithms for Global Placement via Large Language Models

Xufeng Yao, Jiaxi Jiang, Yuxuan Zhao, Peiyu Liao, Yibo Lin, Bei Yu

机构 * The Chinese University of Hong Kong（香港中文大学）； Peking University（北京大学）

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

2504.15552 2025-04-23 cs.AI 89%

A Multi-Agent Framework for Automated Qinqiang Opera Script Generation Using Large Language Models

Gengxian Cao, Fengyuan Li, Hong Duan, Ye Yang, Bofeng Wang, Donghe Li

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

Comments 17 pages,7 figures,1 tables

2410.03226 2025-03-31 cs.CV cs.CL 89%

Frame-Voyager: Learning to Query Frames for Video Large Language Models

Sicheng Yu, Chengkai Jin, Huanyu Wang, Zhenghao Chen, Sheng Jin, Zhongrong Zuo, Xiaolei Xu, Zhenbang Sun, Bingni Zhang, Jiawei Wu, Hao Zhang, Qianru Sun

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

Comments ICLR 2025, Camera-ready Version

2409.17266 2025-03-31 cs.AI cs.CE 89%

Empirical Asset Pricing with Large Language Model Agents

Junyan Cheng, Peter Chin

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

Comments ICLR 2025 Workshop on Advances in Financial AI

2503.21127 2025-03-28 cs.CL cs.MM 89%

Collaborative Evolution: Multi-Round Learning Between Large and Small Language Models for Emergent Fake News Detection

Ziyi Zhou, Xiaoming Zhang, Shenghan Tan, Litian Zhang, Chaozhuo Li

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

2503.19620 2025-03-26 cs.LG physics.comp-ph 89%

Optimization through In-Context Learning and Iterative LLM Prompting for Nuclear Engineering Design Problems

M. Rizki Oktavian, Anirudh Tunga, Amandeep Bakshi, Michael J. Mueterthies, J. Thomas Gruenwald, Jonathan Nistor

专题命中其他LLM ：prompting(title,abstract)；LLM(title)；large language model(abstract)；language model(abstract)

Comments Codes and data are available upon request

2503.16439 2025-03-24 cs.HC cs.AI cs.MM 89%

DreamLLM-3D: Affective Dream Reliving using Large Language Model and 3D Generative AI

Pinyao Liu, Keon Ju Lee, Alexander Steinmaurer, Claudia Picard-Deland, Michelle Carr, Alexandra Kitson

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

Comments 8 pages, 3 figures, Accepted by NeurIPS creative AI track 2024

2503.15176 2025-03-20 cs.HC cs.CL cs.CV 89%

A Review on Large Language Models for Visual Analytics

Navya Sonal Agarwal, Sanjay Kumar Sonbhadra

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

2503.14408 2025-03-19 cs.HC cs.CL 89%

Large Language Models for Virtual Human Gesture Selection

Parisa Ghanad Torshizi, Laura B. Hensel, Ari Shapiro, Stacy C. Marsella

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

Comments 9 pages, 6 figures, Accepted at the AAMAS 2025 conference

2503.11573 2025-03-17 cs.SE cs.AI cs.CR 89%

Synthesizing Access Control Policies using Large Language Models

Adarsh Vatsa, Pratyush Patel, William Eiers

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

Comments to be published in the NLBSE Workshop at ICSE 2025

2503.02702 2025-03-14 cs.CR cs.LG 89%

RedChronos: A Large Language Model-Based Log Analysis System for Insider Threat Detection in Enterprises

Chenyu Li, Zhengjia Zhu, Jiyan He, Xiu Zhang

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

2503.03239 2025-03-06 cs.NE cs.LG 89%

PAIR: A Novel Large Language Model-Guided Selection Strategy for Evolutionary Algorithms

Shady Ali, Mahmoud Ashraf, Seif Hegazy, Fatty Salem, Hoda Mokhtar, Mohamed Medhat Gaber, Mohamed Taher Alrefaie

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

2502.21028 2025-03-06 cs.HC cs.AI 89%

Measuring and identifying factors of individuals' trust in Large Language Models

Edoardo Sebastiano De Duro, Giuseppe Alessandro Veltri, Hudson Golino, Massimo Stella

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

Comments 23 pages, 6 figures

2503.02971 2025-03-06 cs.CL 89%

Multilingual Relative Clause Attachment Ambiguity Resolution in Large Language Models

So Young Lee, Russell Scheinberg, Amber Shore, Ameeta Agrawal

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

Comments Accepted at PACLIC 2024

2503.02582 2025-03-05 cs.AI cs.GT 89%

Playing games with Large language models: Randomness and strategy

Alicia Vidler, Toby Walsh

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

Comments 9 pages

1. 其他LLM 12228 篇

PoisonedParrot: Subtle Data Poisoning Attacks to Elicit Copyright-Infringing Content from Large Language Models

A Fully Automated Pipeline for Conversational Discourse Annotation: Tree Scheme Generation and Labeling with Large Language Models

Not Every Token Needs Forgetting: Selective Unlearning to Limit Change in Utility in Large Language Model Unlearning

Shaping Shared Languages: Human and Large Language Models' Inductive Biases in Emergent Communication

Understanding Why Large Language Models Can Be Ineffective in Time Series Analysis: The Impact of Modality Alignment

Invisible Prompts, Visible Threats: Malicious Font Injection in External Resources for Large Language Models

Fact-checking information from large language models can decrease headline discernment

BiMarker: Enhancing Text Watermark Detection for Large Language Models with Bipolar Watermarks

Unraveling Interwoven Roles of Large Language Models in Authorship Privacy: Obfuscation, Mimicking, and Verification

Graph Synthetic Out-of-Distribution Exposure with Large Language Models

Unveiling Attractor Cycles in Large Language Models: A Dynamical Systems View of Successive Paraphrasing

Diversity Helps Jailbreak Large Language Models

Steering Large Language Models with Register Analysis for Arbitrary Style Transfer

Automated Hybrid Reward Scheduling via Large Language Models for Robotic Skill Learning

Information Gravity: A Field-Theoretic Model for Token Selection in Large Language Models

Evolution of Optimization Algorithms for Global Placement via Large Language Models

A Multi-Agent Framework for Automated Qinqiang Opera Script Generation Using Large Language Models

Frame-Voyager: Learning to Query Frames for Video Large Language Models

Empirical Asset Pricing with Large Language Model Agents

Collaborative Evolution: Multi-Round Learning Between Large and Small Language Models for Emergent Fake News Detection

Optimization through In-Context Learning and Iterative LLM Prompting for Nuclear Engineering Design Problems

DreamLLM-3D: Affective Dream Reliving using Large Language Model and 3D Generative AI

A Review on Large Language Models for Visual Analytics

Large Language Models for Virtual Human Gesture Selection

Synthesizing Access Control Policies using Large Language Models

RedChronos: A Large Language Model-Based Log Analysis System for Insider Threat Detection in Enterprises

PAIR: A Novel Large Language Model-Guided Selection Strategy for Evolutionary Algorithms

Measuring and identifying factors of individuals' trust in Large Language Models

Multilingual Relative Clause Attachment Ambiguity Resolution in Large Language Models

Playing games with Large language models: Randomness and strategy