语言大模型 / LLM - arXivDaily 专题

2502.15182 2025-02-24 cs.DB cs.AI 88%

LEDD: Large Language Model-Empowered Data Discovery in Data Lakes

Qi An, Chihua Ying, Yuqing Zhu, Yihao Xu, Manwei Zhang, Jianmin Wang

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

2502.14880 2025-02-24 cs.CV cs.AI 88%

KKA: Improving Vision Anomaly Detection through Anomaly-related Knowledge from Large Language Models

Dong Chen, Zhengqing Hu, Peiguang Fan, Yueting Zhuang, Yafei Li, Qidong Liu, Xiaoheng Jiang, Mingliang Xu

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

2502.10916 2025-02-21 cs.CL cs.IR 88%

An Open-Source Web-Based Tool for Evaluating Open-Source Large Language Models Leveraging Information Retrieval from Custom Documents

Godfrey I

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

Comments 19 pages, 1 figure, 6 tables

2406.08754 2025-02-19 cs.CL cs.CR 88%

StructuralSleight: Automated Jailbreak Attacks on Large Language Models Utilizing Uncommon Text-Organization Structures

Bangxin Li, Hengrui Xing, Cong Tian, Chao Huang, Jin Qian, Huangqing Xiao, Linfeng Feng

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

Comments 15 pages, 7 figures

2502.11495 2025-02-18 cs.CL 88%

Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models

Masahiro Kaneko, Alham Fikri Aji, Timothy Baldwin

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

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

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

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

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

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

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

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

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

2411.09050 2024-11-15 cs.AI cs.CY cs.SE 88%

The Systems Engineering Approach in Times of Large Language Models

Christian Cabrera, Viviana Bastidas, Jennifer Schooling, Neil D. Lawrence

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

Comments This paper has been accepted for the upcoming 58th Hawaii International Conference on System Sciences (HICSS-58)

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

1. 其他LLM 12145 篇

LEDD: Large Language Model-Empowered Data Discovery in Data Lakes

KKA: Improving Vision Anomaly Detection through Anomaly-related Knowledge from Large Language Models

An Open-Source Web-Based Tool for Evaluating Open-Source Large Language Models Leveraging Information Retrieval from Custom Documents

StructuralSleight: Automated Jailbreak Attacks on Large Language Models Utilizing Uncommon Text-Organization Structures

Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models

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?

The Systems Engineering Approach in Times of Large Language Models

Assessing Open-Source Large Language Models on Argumentation Mining Subtasks