语言大模型 / LLM - arXivDaily 专题

2505.01754 2025-05-06 cs.AI cs.CL cs.IR cs.LG cs.MA 89%

Unraveling Media Perspectives: A Comprehensive Methodology Combining Large Language Models, Topic Modeling, Sentiment Analysis, and Ontology Learning to Analyse Media Bias

Orlando Jähde, Thorsten Weber, Rüdiger Buchkremer

机构 * Institute of IT Management and Digitization Research (IFID)（信息管理与数字化研究学院）

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

Journal ref J Comput Soc Sc 8, 41 (2025)

2504.20459 2025-04-30 cs.RO 89%

SAS-Prompt: Large Language Models as Numerical Optimizers for Robot Self-Improvement

Heni Ben Amor, Laura Graesser, Atil Iscen, David D'Ambrosio, Saminda Abeyruwan, Alex Bewley, Yifan Zhou, Kamalesh Kalirathinam, Swaroop Mishra, Pannag Sanketi

机构 * School of Computing and Augmented Intelligence, Arizona State University（计算与增强智能学院，亚利桑那州立大学）； Google DeepMind（谷歌DeepMind）

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

Comments ICRA 2025

2411.01606 2025-04-29 cs.SE 89%

DesignRepair: Dual-Stream Design Guideline-Aware Frontend Repair with Large Language Models

Mingyue Yuan, Jieshan Chen, Zhenchang Xing, Aaron Quigley, Yuyu Luo, Tianqi Luo, Gelareh Mohammadi, Qinghua Lu, Liming Zhu

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

Comments 2025 IEEE/ACM 47th International Conference on Software Engineering (ICSE)

2504.13860 2025-04-22 cs.HC cs.CY 89%

10 Questions to Fall in Love with ChatGPT: An Experimental Study on Interpersonal Closeness with Large Language Models (LLMs)

Jessica Szczuka, Lisa Mühl, Paula Ebner, Simon Dubé

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

Comments 36 pages, presented at annual meeting of the international communication association (ICA)

2409.05045 2025-04-15 cs.CR 89%

Using Large Language Models for Template Detection from Security Event Logs

Risto Vaarandi, Hayretdin Bahsi

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

Comments Accepted for publication in International Journal of Information Security

Journal ref Int. J. Inf. Secur. 24, 104 (2025)

2504.04685 2025-04-08 cs.CR 89%

Generative Large Language Model usage in Smart Contract Vulnerability Detection

Peter Ince, Jiangshan Yu, Joseph K. Liu, Xiaoning Du

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

2503.23363 2025-04-01 cs.AI cs.CL cs.LG 89%

Large Language Models Are Better Logical Fallacy Reasoners with Counterargument, Explanation, and Goal-Aware Prompt Formulation

Jiwon Jeong, Hyeju Jang, Hogun Park

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

Comments Accepted to NAACL 2025 Findings

2503.22978 2025-04-01 cs.HC 89%

Prompt Engineering for Large Language Model-assisted Inductive Thematic Analysis

Muhammad Talal Khalid, Ann-Perry Witmer

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

2304.02868 2025-04-01 cs.CL cs.AI cs.LG 89%

Can Large Language Models Play Text Games Well? Current State-of-the-Art and Open Questions

Chen Feng Tsai, Xiaochen Zhou, Sierra S. Liu, Jing Li, Mo Yu, Hongyuan Mei

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

2502.18454 2025-03-31 cs.SE 89%

Evaluating the Effectiveness of Small Language Models in Detecting Refactoring Bugs

Rohit Gheyi, Marcio Ribeiro, Jonhnanthan Oliveira

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

2503.20914 2025-03-28 cs.IR cs.AI cs.CL cs.LG 89%

D4R -- Exploring and Querying Relational Graphs Using Natural Language and Large Language Models -- the Case of Historical Documents

Michel Boeglin, David Kahn, Josiane Mothe, Diego Ortiz, David Panzoli

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

Comments 8 pages, 7 figures

2411.07112 2025-03-25 cs.SE 89%

ROCODE: Integrating Backtracking Mechanism and Program Analysis in Large Language Models for Code Generation

Xue Jiang, Yihong Dong, Yongding Tao, Huanyu Liu, Zhi Jin, Wenpin Jiao, Ge Li

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

Comments ICSE 2025

2503.16114 2025-03-21 cs.HC 89%

The Impact of Revealing Large Language Model Stochasticity on Trust, Reliability, and Anthropomorphization

Chelse Swoopes, Tyler Holloway, Elena L. Glassman

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

Comments Accepted and presented at Trust and Reliance in Evolving Human-AI Workflows (TREW) Workshop, CHI 2024

2411.03884 2025-03-21 cs.CL cs.AI cs.LG 89%

Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models

Zhijian Zhuo, Ya Wang, Yutao Zeng, Xiaoqing Li, Xun Zhou, Jinwen Ma

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

Comments Accepted by ICLR 2025

2503.09650 2025-03-14 cs.PF cs.AR 89%

A Review on Proprietary Accelerators for Large Language Models

Sihyeong Park, Jemin Lee, Byung-Soo Kim, Seokhun Jeon

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

Comments 4 pages, accepted in AICompS 2024

2503.09281 2025-03-13 cs.SI 89%

Crowdsourced Homophily Ties Based Graph Annotation Via Large Language Model

Yu Bu, Yulin Zhu, Kai Zhou

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

2503.08969 2025-03-13 cs.SE cs.CR 89%

Large Language Models-Aided Program Debloating

Bo Lin, Shangwen Wang, Yihao Qin, Liqian Chen, Xiaoguang Mao

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

2502.20747 2025-03-03 cs.SE 89%

Measuring Determinism in Large Language Models for Software Code Review

Eugene Klishevich, Yegor Denisov-Blanch, Simon Obstbaum, Igor Ciobanu, Michal Kosinski

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

2501.01638 2025-03-03 cs.CL cs.AI cs.LG 89%

A non-ergodic framework for understanding emergent capabilities in Large Language Models

Javier Marín

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

2410.07362 2025-03-03 cs.HC 89%

Large Language Models in Qualitative Research: Uses, Tensions, and Intentions

Hope Schroeder, Marianne Aubin Le Quéré, Casey Randazzo, David Mimno, Sarita Schoenebeck

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

2502.15435 2025-02-24 cs.LG cs.AI cs.CL 89%

Single-pass Detection of Jailbreaking Input in Large Language Models

Leyla Naz Candogan, Yongtao Wu, Elias Abad Rocamora, Grigorios G. Chrysos, Volkan Cevher

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

Comments Accepted in TMLR 2025

2502.13141 2025-02-19 cs.CL cs.AI cs.LG 89%

UniGuardian: A Unified Defense for Detecting Prompt Injection, Backdoor Attacks and Adversarial Attacks in Large Language Models

Huawei Lin, Yingjie Lao, Tong Geng, Tan Yu, Weijie Zhao

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

Comments 18 Pages, 8 Figures, 5 Tables, Keywords: Attack Defending, Security, Prompt Injection, Backdoor Attacks, Adversarial Attacks, Prompt Trigger Attacks

2502.11659 2025-02-19 cs.HC 89%

An Innovative Brain-Computer Interface Interaction System Based on the Large Language Model

Jing Jin, Yutao Zhang, Ruitian Xu, Yixin Chen

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

Comments 10 pages,3 figures

2411.10714 2025-02-19 cs.SE 89%

FlexFL: Flexible and Effective Fault Localization with Open-Source Large Language Models

Chuyang Xu, Zhongxin Liu, Xiaoxue Ren, Gehao Zhang, Ming Liang, David Lo

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

Comments 17 pages, 4 figures

2502.02960 2025-02-06 cs.CR 89%

Large Language Model Adversarial Landscape Through the Lens of Attack Objectives

Nan Wang, Kane Walter, Yansong Gao, Alsharif Abuadbba

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

Comments 15 pages

2501.00125 2025-01-03 cs.SE 89%

Can Large Language Models Improve SE Active Learning via Warm-Starts?

Lohith Senthilkumar, Tim Menzies

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

2311.13984 2024-12-31 physics.ed-ph 89%

Harnessing Large Language Models to Enhance Self-Regulated Learning via Formative Feedback

Steffen Steinert, Karina E. Avila, Stefan Ruzika, Jochen Kuhn, Stefan Küchemann

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

Comments 9 pages, 3 Figures, 1 Table

Journal ref Smart Learn. Environ. 11, 62 (2024)

2412.16869 2024-12-24 cs.CV 89%

CoF: Coarse to Fine-Grained Image Understanding for Multi-modal Large Language Models

Yeyuan Wang, Dehong Gao, Bin Li, Rujiao Long, Lei Yi, Xiaoyan Cai, Libin Yang, Jinxia Zhang, Shanqing Yu, Qi Xuan

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

Comments 5 pages, Accepted by ICASSP2025, full paper

2412.11109 2024-12-17 cs.CR 89%

SpearBot: Leveraging Large Language Models in a Generative-Critique Framework for Spear-Phishing Email Generation

Qinglin Qi, Yun Luo, Yijia Xu, Wenbo Guo, Yong Fang

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

2311.05288 2024-12-17 econ.GN q-fin.EC 89%

Towards a Taxonomy of Large Language Model based Business Model Transformations

Jochen Wulf, Juerg Meierhofer

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

Journal ref Smart Services Summit. SMSESU 2023

1. 其他LLM 12251 篇

Unraveling Media Perspectives: A Comprehensive Methodology Combining Large Language Models, Topic Modeling, Sentiment Analysis, and Ontology Learning to Analyse Media Bias

SAS-Prompt: Large Language Models as Numerical Optimizers for Robot Self-Improvement

DesignRepair: Dual-Stream Design Guideline-Aware Frontend Repair with Large Language Models

10 Questions to Fall in Love with ChatGPT: An Experimental Study on Interpersonal Closeness with Large Language Models (LLMs)

Using Large Language Models for Template Detection from Security Event Logs

Generative Large Language Model usage in Smart Contract Vulnerability Detection

Large Language Models Are Better Logical Fallacy Reasoners with Counterargument, Explanation, and Goal-Aware Prompt Formulation

Prompt Engineering for Large Language Model-assisted Inductive Thematic Analysis

Can Large Language Models Play Text Games Well? Current State-of-the-Art and Open Questions

Evaluating the Effectiveness of Small Language Models in Detecting Refactoring Bugs

D4R -- Exploring and Querying Relational Graphs Using Natural Language and Large Language Models -- the Case of Historical Documents

ROCODE: Integrating Backtracking Mechanism and Program Analysis in Large Language Models for Code Generation

The Impact of Revealing Large Language Model Stochasticity on Trust, Reliability, and Anthropomorphization

Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models

A Review on Proprietary Accelerators for Large Language Models

Crowdsourced Homophily Ties Based Graph Annotation Via Large Language Model

Large Language Models-Aided Program Debloating

Measuring Determinism in Large Language Models for Software Code Review

A non-ergodic framework for understanding emergent capabilities in Large Language Models

Large Language Models in Qualitative Research: Uses, Tensions, and Intentions

Single-pass Detection of Jailbreaking Input in Large Language Models

UniGuardian: A Unified Defense for Detecting Prompt Injection, Backdoor Attacks and Adversarial Attacks in Large Language Models

An Innovative Brain-Computer Interface Interaction System Based on the Large Language Model

FlexFL: Flexible and Effective Fault Localization with Open-Source Large Language Models

Large Language Model Adversarial Landscape Through the Lens of Attack Objectives

Can Large Language Models Improve SE Active Learning via Warm-Starts?

Harnessing Large Language Models to Enhance Self-Regulated Learning via Formative Feedback

CoF: Coarse to Fine-Grained Image Understanding for Multi-modal Large Language Models

SpearBot: Leveraging Large Language Models in a Generative-Critique Framework for Spear-Phishing Email Generation

Towards a Taxonomy of Large Language Model based Business Model Transformations