语言大模型 / LLM - arXivDaily 专题

2502.09689 2025-02-17 cs.CL cs.CV cs.CY 88%

Large Language Models and Provenance Metadata for Determining the Relevance of Images and Videos in News Stories

Tomas Peterka, Matyas Bohacek

机构 * Gymnazium Jana Keplera（扬·开普勒体育馆（注：此处按原文直译，实际为捷克的一所中学机构））； Stanford University（斯坦福大学）

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

2410.01545 2025-02-17 cs.LG physics.data-an 88%

Lines of Thought in Large Language Models

Raphaël Sarfati, Toni J. B. Liu, Nicolas Boullé, Christopher J. Earls

机构 * School of Civil and Environmental Engineering（土木与环境工程学院）； Cornell University（康奈尔大学）； Department of Physics（物理系）； Department of Mathematics（数学系）； Imperial College London（伦敦帝国理工学院）； Center for Applied Mathematics（应用数学中心）

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

2501.13904 2025-02-14 cs.LG 88%

Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models

Linh Tran, Wei Sun, Stacy Patterson, Ana Milanova

机构 * Rensselaer Polytechnic Institute（伦斯勒理工学院）； IBM Research（IBM研究院）

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

2405.18272 2025-02-13 cs.AI 88%

Metaheuristics and Large Language Models Join Forces: Toward an Integrated Optimization Approach

Camilo Chacón Sartori, Christian Blum, Filippo Bistaffa, Guillem Rodríguez Corominas

机构 * Artificial Intelligence Research Institute (IIIA-CSIC)（人工智能研究所（IIIA-CSIC））

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

Journal ref IEEE Access, vol. 13, pp. 2058-2079, 2025

2502.05772 2025-02-11 cs.CV cs.AI 88%

Effective Black-Box Multi-Faceted Attacks Breach Vision Large Language Model Guardrails

Yijun Yang, Lichao Wang, Xiao Yang, Lanqing Hong, Jun Zhu

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

2502.03067 2025-02-06 eess.SY cs.LG cs.SY 88%

Optimizing Electric Vehicles Charging using Large Language Models and Graph Neural Networks

Stavros Orfanoudakis, Peter Palensky, Pedro P. Vergara

机构 * Delft University of Technology（代尔夫特理工大学）

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

2502.00828 2025-02-04 q-fin.PM cs.AI q-fin.CP 88%

Decision-informed Neural Networks with Large Language Model Integration for Portfolio Optimization

Yoontae Hwang, Yaxuan Kong, Stefan Zohren, Yongjae Lee

机构 * University of Oxford（牛津大学）； Ulsan National Institute of Science and Technology（蔚山国家科学技术研究院）

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

Comments Submitted paper

2410.13267 2025-01-27 cs.SD cs.CL eess.AS 88%

CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language Models

Shangda Wu, Yashan Wang, Ruibin Yuan, Zhancheng Guo, Xu Tan, Ge Zhang, Monan Zhou, Jing Chen, Xuefeng Mu, Yuejie Gao, Yuanliang Dong, Jiafeng Liu, Xiaobing Li, Feng Yu, Maosong Sun

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

Comments 17 pages, 10 figures, 4 tables, accepted by NAACL 2025

2501.13594 2025-01-24 cs.DB cs.AI 88%

Text-to-SQL based on Large Language Models and Database Keyword Search

Eduardo R. Nascimento, Caio Viktor S. Avila, Yenier T. Izquierdo, Grettel M. García, Lucas Feijó L. Andrade, Michelle S. P. Facina, Melissa Lemos, Marco A. Casanova

机构 * Instituto Tecgraf, PUC-Rio（里约天主教大学 Tecgraf 研究所）； Petrobras（巴西石油公司）； Departamento de Informática, PUC-Rio（里约天主教大学信息学系）； Departamento de Computação, UFC（塞阿拉联邦大学计算机科学系）

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

2501.06699 2025-01-14 cs.AI cs.IR cs.SC 88%

Large Language Models, Knowledge Graphs and Search Engines: A Crossroads for Answering Users' Questions

Aidan Hogan, Xin Luna Dong, Denny Vrandečić, Gerhard Weikum

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

2403.09792 2025-01-14 cs.CV cs.CL 88%

Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking Multimodal Large Language Models

Yifan Li, Hangyu Guo, Kun Zhou, Wayne Xin Zhao, Ji-Rong Wen

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

Comments ECCV 2024 Oral

2501.04848 2025-01-10 cs.CR cs.AI 88%

Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware

Brandon J Walton, Mst Eshita Khatun, James M Ghawaly, Aisha Ali-Gombe

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

Journal ref Workshop on AI for Cyber Threat Intelligence (WAITI) 2024

2501.04393 2025-01-09 cs.CL 88%

SEO: Stochastic Experience Optimization for Large Language Models

Jitao Xu, Hongyun Zhou, Lei Shen, Conghui Zhu, Jin Huang, Yitao Duan

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

2402.11512 2025-01-08 cs.CL cs.CY 88%

From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings

Aishik Rakshit, Smriti Singh, Shuvam Keshari, Arijit Ghosh Chowdhury, Vinija Jain, Aman Chadha

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

Comments Accepted at COLING 2025

2501.01124 2025-01-03 cs.LG 88%

Graph2text or Graph2token: A Perspective of Large Language Models for Graph Learning

Shuo Yu, Yingbo Wang, Ruolin Li, Guchun Liu, Yanming Shen, Shaoxiong Ji, Bowen Li, Fengling Han, Xiuzhen Zhang, Feng Xia

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

2407.17915 2024-12-25 cs.CR cs.AI 88%

The Dark Side of Function Calling: Pathways to Jailbreaking Large Language Models

Zihui Wu, Haichang Gao, Jianping He, Ping Wang

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

2412.16806 2024-12-24 cs.CL quant-ph 88%

Quantum-Like Contextuality in Large Language Models

Kin Ian Lo, Mehrnoosh Sadrzadeh, Shane Mansfield

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

2412.08615 2024-12-17 cs.CL 88%

Exploiting the Index Gradients for Optimization-Based Jailbreaking on Large Language Models

Jiahui Li, Yongchang Hao, Haoyu Xu, Xing Wang, Yu Hong

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

Comments 13 pages,2 figures, accepted by COLING 2025

2410.07561 2024-12-13 cs.CL 88%

AI-Press: A Multi-Agent News Generating and Feedback Simulation System Powered by Large Language Models

Xiawei Liu, Shiyue Yang, Xinnong Zhang, Haoyu Kuang, Libo Sun, Yihang Yang, Siming Chen, Xuanjing Huang, Zhongyu Wei

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

Comments 18 pages, 4 figures

2405.01419 2024-12-12 cs.AR cs.AI 88%

Natural Language to Verilog: Design of a Recurrent Spiking Neural Network using Large Language Models and ChatGPT

Paola Vitolo, George Psaltakis, Michael Tomlinson, Gian Domenico Licciardo, Andreas G. Andreou

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

Comments This paper was presented at the IEEE/ACM International Conference on Neuromorphic Systems (ICONS), July 30-Aug 2, 2024, Arlington, VA, USA

2406.07904 2024-12-10 cs.LG 88%

Grounding Multimodal Large Language Models in Actions

Andrew Szot, Bogdan Mazoure, Harsh Agrawal, Devon Hjelm, Zsolt Kira, Alexander Toshev

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

2412.02802 2024-12-05 cs.AI 88%

Flattering to Deceive: The Impact of Sycophantic Behavior on User Trust in Large Language Model

María Victoria Carro

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

2410.18808 2024-11-25 cs.CL 88%

Delving into the Reversal Curse: How Far Can Large Language Models Generalize?

Zhengkai Lin, Zhihang Fu, Kai Liu, Liang Xie, Binbin Lin, Wenxiao Wang, Deng Cai, Yue Wu, Jieping Ye

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

Comments Accepted at NeurIPS 2024. Our code and data are available at https://github.com/alibaba/thinking_bias.git

2411.05639 2024-11-11 cs.CL 88%

Assessing Open-Source Large Language Models on Argumentation Mining Subtasks

Mohammad Yeghaneh Abkenar, Weixing Wang, Hendrik Graupner, Manfred Stede

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

2411.05504 2024-11-11 cs.CL 88%

LBPE: Long-token-first Tokenization to Improve Large Language Models

Haoran Lian, Yizhe Xiong, Zijia Lin, Jianwei Niu, Shasha Mo, Hui Chen, Peng Liu, Guiguang Ding

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

Comments arXiv admin note: text overlap with arXiv:2404.17808

2411.04691 2024-11-08 cs.HC cs.AI 88%

AWARE Narrator and the Utilization of Large Language Models to Extract Behavioral Insights from Smartphone Sensing Data

Tianyi Zhang, Miu Kojima, Simon D'Alfonso

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

2302.02083 2024-11-06 cs.CL cs.CY cs.HC 88%

Evaluating Large Language Models in Theory of Mind Tasks

Michal Kosinski

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

Comments TRY RUNNING ToM EXPERIMENTS ON YOUR OWN: The code and tasks used in this study are available at Colab (https://colab.research.google.com/drive/1ZRtmw87CdA4xp24DNS_Ik_uA2ypaRnoU). Don't worry if you are not an expert coder, you should be able to run this code with no-to-minimum Python skills. Or copy-paste the tasks to ChatGPT's web interface. Proceedings of the National Academy of Sciences (PNAS) 2024

2410.15645 2024-11-05 cs.AI 88%

Boosting Jailbreak Transferability for Large Language Models

Hanqing Liu, Lifeng Zhou, Huanqian Yan

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

2411.00257 2024-11-04 cs.AI cs.CV 88%

Understanding Graphical Perception in Data Visualization through Zero-shot Prompting of Vision-Language Models

Grace Guo, Jenna Jiayi Kang, Raj Sanjay Shah, Hanspeter Pfister, Sashank Varma

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

2410.21091 2024-10-29 cs.HC cs.AI 88%

Large Language Model-assisted Speech and Pointing Benefits Multiple 3D Object Selection in Virtual Reality

Junlong Chen, Jens Grubert, Per Ola Kristensson

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

Comments under review

1. 其他LLM 12266 篇

Large Language Models and Provenance Metadata for Determining the Relevance of Images and Videos in News Stories

Lines of Thought in Large Language Models

Privacy-Preserving Personalized Federated Prompt Learning for Multimodal Large Language Models

Metaheuristics and Large Language Models Join Forces: Toward an Integrated Optimization Approach

Effective Black-Box Multi-Faceted Attacks Breach Vision Large Language Model Guardrails

Optimizing Electric Vehicles Charging using Large Language Models and Graph Neural Networks

Decision-informed Neural Networks with Large Language Model Integration for Portfolio Optimization

CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language Models

Text-to-SQL based on Large Language Models and Database Keyword Search

Large Language Models, Knowledge Graphs and Search Engines: A Crossroads for Answering Users' Questions

Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking Multimodal Large Language Models

Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware

SEO: Stochastic Experience Optimization for Large Language Models

From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings

Graph2text or Graph2token: A Perspective of Large Language Models for Graph Learning

The Dark Side of Function Calling: Pathways to Jailbreaking Large Language Models

Quantum-Like Contextuality in Large Language Models

Exploiting the Index Gradients for Optimization-Based Jailbreaking on Large Language Models

AI-Press: A Multi-Agent News Generating and Feedback Simulation System Powered by Large Language Models

Natural Language to Verilog: Design of a Recurrent Spiking Neural Network using Large Language Models and ChatGPT

Grounding Multimodal Large Language Models in Actions

Flattering to Deceive: The Impact of Sycophantic Behavior on User Trust in Large Language Model

Delving into the Reversal Curse: How Far Can Large Language Models Generalize?

Assessing Open-Source Large Language Models on Argumentation Mining Subtasks

LBPE: Long-token-first Tokenization to Improve Large Language Models

AWARE Narrator and the Utilization of Large Language Models to Extract Behavioral Insights from Smartphone Sensing Data

Evaluating Large Language Models in Theory of Mind Tasks

Boosting Jailbreak Transferability for Large Language Models

Understanding Graphical Perception in Data Visualization through Zero-shot Prompting of Vision-Language Models

Large Language Model-assisted Speech and Pointing Benefits Multiple 3D Object Selection in Virtual Reality