语言大模型 / LLM - arXivDaily 专题

2506.12093 2025-06-17 cs.CY cs.AI econ.GN q-fin.EC 89%

Intelligent Automation for FDI Facilitation: Optimizing Tariff Exemption Processes with OCR And Large Language Models

Muhammad Sukri Bin Ramli

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

2506.11410 2025-06-16 cs.CL 89%

Predicting Early-Onset Colorectal Cancer with Large Language Models

Wilson Lau, Youngwon Kim, Sravanthi Parasa, Md Enamul Haque, Anand Oka, Jay Nanduri

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

Comments Paper accepted for the proceedings of the 2025 American Medical Informatics Association Annual Symposium (AMIA)

2311.08838 2025-06-13 cs.CL 89%

Disinformation Capabilities of Large Language Models

Ivan Vykopal, Matúš Pikuliak, Ivan Srba, Robert Moro, Dominik Macko, Maria Bielikova

机构 * Kempelen Institute of Intelligent Technologies（凯姆佩伦智能技术研究所）； Faculty of Information Technology, Brno University of Technology（信息技术学院，布拉格技术大学）

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

Journal ref Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024

2506.10330 2025-06-13 cs.SE cs.AI 89%

Augmenting Large Language Models with Static Code Analysis for Automated Code Quality Improvements

Seyed Moein Abtahi, Akramul Azim

机构 * Faculty of Engineering（工程学院）； Applied Science Ontario Tech University（应用科学奥瑞冈科技大学）

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

Comments Accepted at FORGE 2025

2506.06524 2025-06-10 cs.AI cs.HC 89%

ScriptDoctor: Automatic Generation of PuzzleScript Games via Large Language Models and Tree Search

Sam Earle, Ahmed Khalifa, Muhammad Umair Nasir, Zehua Jiang, Graham Todd, Andrzej Banburski-Fahey, Julian Togelius

机构 * New York University（纽约大学）； University of Malta（马耳他大学）； University of the Witwatersrand（沃土大学）； Microsoft（微软）

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

Comments 5 pages, 3 figures, 3 tables, submitted to IEEE Conference on Games as a Short Paper

2505.12655 2025-06-09 cs.CR cs.AI 89%

Web Intellectual Property at Risk: Preventing Unauthorized Real-Time Retrieval by Large Language Models

Yisheng Zhong, Yizhu Wen, Junfeng Guo, Mehran Kafai, Heng Huang, Hanqing Guo, Zhuangdi Zhu

机构 * George Mason University（乔治·马歇尔大学）； University of Hawaii at Manoa（夏威夷大学曼娜分校）； University of Maryland（马里兰大学）； Amazon（亚马逊公司）

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

Comments 13 pages, 13 figures, 4 tables

2408.07237 2025-06-09 cs.CL cs.CY physics.soc-ph 89%

A semantic embedding space based on large language models for modelling human beliefs

Byunghwee Lee, Rachith Aiyappa, Yong-Yeol Ahn, Haewoon Kwak, Jisun An

机构 * Center for Complex Networks and Systems Research（复杂网络与系统研究中心）； Luddy School of Informatics, Computing, and Engineering（信息学、计算与工程学院）； Indiana University（印第安纳大学）

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

Comments 5 figures, 2 tables (SI: 25 figures, 7 tables). Published in Nature Human Behaviour (2025)

2506.05502 2025-06-09 cs.CR cs.AI 89%

StealthInk: A Multi-bit and Stealthy Watermark for Large Language Models

Ya Jiang, Chuxiong Wu, Massieh Kordi Boroujeny, Brian Mark, Kai Zeng

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

Comments camera-ready version

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

2505.04171 2025-05-08 cs.CY cs.CL 89%

Large Language Models are often politically extreme, usually ideologically inconsistent, and persuasive even in informational contexts

Nouar Aldahoul, Hazem Ibrahim, Matteo Varvello, Aaron Kaufman, Talal Rahwan, Yasir Zaki

机构 * New York University Abu Dhabi（纽约大学阿布扎克分校）

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

Comments 61 pages, 29 figures

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

1. 其他LLM 12096 篇

Intelligent Automation for FDI Facilitation: Optimizing Tariff Exemption Processes with OCR And Large Language Models

Predicting Early-Onset Colorectal Cancer with Large Language Models

Disinformation Capabilities of Large Language Models

Augmenting Large Language Models with Static Code Analysis for Automated Code Quality Improvements

ScriptDoctor: Automatic Generation of PuzzleScript Games via Large Language Models and Tree Search

Web Intellectual Property at Risk: Preventing Unauthorized Real-Time Retrieval by Large Language Models

A semantic embedding space based on large language models for modelling human beliefs

StealthInk: A Multi-bit and Stealthy Watermark for Large Language Models

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

Large Language Models are often politically extreme, usually ideologically inconsistent, and persuasive even in informational contexts

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