语言大模型 / LLM - arXivDaily 专题

2511.19405 2025-12-02 cs.LG 89%

Learning Robust Social Strategies with Large Language Models

利用大语言模型学习稳健的社会策略

Dereck Piche, Mohammed Muqeeth, Milad Aghajohari, Juan Duque, Michael Noukhovitch, Aaron Courville

机构 * Mila ； University of Montreal（蒙特利尔大学）

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

AI总结本研究通过改进的对手学习算法，使大语言模型在多智能体协作中更稳健，提升集体收益并防止被贪婪智能体利用。

2511.22109 2025-12-01 cs.CL 89%

A Hybrid Theory and Data-driven Approach to Persuasion Detection with Large Language Models

一种融合理论与数据驱动的方法用于大型语言模型中的说服检测

Gia Bao Hoang, Keith J Ransom, Rachel Stephens, Carolyn Semmler, Nicolas Fay, Lewis Mitchell

机构 * AAAI Press（AAAI出版社）

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

AI总结本文提出一种融合理论与数据驱动的方法，利用大型语言模型预测说服效果，发现epistemic emotion和willingness to share是预测信念改变的关键因素。

Journal ref ICWSM Workshop Proceedings (2025)

2511.17666 2025-11-25 cs.CR cs.AI 89%

Evaluating Adversarial Vulnerabilities in Modern Large Language Models

评估现代大语言模型中的对抗漏洞

Tom Perel

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

AI总结本文评估了现代大语言模型在对抗攻击中的安全漏洞，通过比较Gemini 2.5 Flash和GPT-4的易受性，揭示了安全机制的差异及Transformer架构的潜在漏洞。

2511.14385 2025-11-19 cs.CL 89%

Mitigating Label Length Bias in Large Language Models

Mario Sanz-Guerrero, Katharina von der Wense

机构 * Johannes Gutenberg University Mainz（法兰克福-马因茨约翰内斯·古特门大学）； University of Colorado Boulder（科罗拉多大学博尔德分校）

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

Comments Accepted to AACL 2025 (Main)

2501.14037 2025-11-17 cs.CL 89%

Emotions, Context, and Substance Use in Adolescents: A Large Language Model Analysis of Reddit Posts

Jianfeng Zhu, Hailong Jiang, Yulan Wang, Karin G. Coifman, Ruoming Jin, Deric R. Kenne

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

Comments 19 pages, 5 figures

2401.11323 2025-11-17 cs.CL 89%

Identifying and Analyzing Performance-Critical Tokens in Large Language Models

Yu Bai, Heyan Huang, Cesare Spinoso-Di Piano, Marc-Antoine Rondeau, Sanxing Chen, Yang Gao, Jackie Chi Kit Cheung

机构 * Mila

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

Comments AAAI 2026

2505.17510 2025-11-12 cs.CL 89%

Large Language Models Do Multi-Label Classification Differently

Marcus Ma, Georgios Chochlakis, Niyantha Maruthu Pandiyan, Jesse Thomason, Shrikanth Narayanan

机构 * University of Southern California（南加州大学）

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

Comments To be published in the Main Conference Proceedings of EMNLP 2025, 24 pages, 16 figures, 7 tables

2503.20797 2025-11-12 cs.CL cs.CY cs.SI 89%

"Whose Side Are You On?" Estimating Ideology of Political and News Content Using Large Language Models and Few-shot Demonstration Selection

Muhammad Haroon, Magdalena Wojcieszak, Anshuman Chhabra

机构 * University of California, Davis（加州大学戴维斯分校）； University of South Florida（佛罗里达州立大学）

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

2511.05533 2025-11-11 cs.CL 89%

MCP4IFC: IFC-Based Building Design Using Large Language Models

Bharathi Kannan Nithyanantham, Tobias Sesterhenn, Ashwin Nedungadi, Sergio Peral Garijo, Janis Zenkner, Christian Bartelt, Stefan Lüdtke

机构 * University of Rostock（罗斯托克大学）； Technical University of Clausthal（克莱斯特哈尔技术大学）

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

2510.27087 2025-11-03 cs.CL cs.CY 89%

Characterizing Selective Refusal Bias in Large Language Models

Adel Khorramrouz, Sharon Levy

机构 * 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

Comments 21 pages, 12 figures, 14 tables

2503.00481 2025-10-22 cs.SE cs.AI 89%

Challenges in Testing Large Language Model Based Software: A Faceted Taxonomy

Felix Dobslaw, Robert Feldt, Juyeon Yoon, Shin Yoo

机构 * Mid Sweden University（Mid Sweden大学）； Chalmers University of Technology（查尔姆斯理工大学）； KAIST（韩国科学技术院）

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

2510.15068 2025-10-20 cs.CR cs.AI 89%

Sequential Comics for Jailbreaking Multimodal Large Language Models via Structured Visual Storytelling

Deyue Zhang, Dongdong Yang, Junjie Mu, Quancheng Zou, Zonghao Ying, Wenzhuo Xu, Zhao Liu, Xuan Wang, Xiangzheng Zhang

机构 * AI Security Lab（360人工智能安全实验室）； Politecnico di Milano（米兰理工大学）； Beihang University（北京航空航天大学）

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

2510.13009 2025-10-16 cs.HC cs.AI 89%

Developing and Validating the Arabic Version of the Attitudes Toward Large Language Models Scale

Basad Barajeeh, Ala Yankouskaya, Sameha AlShakhsi, Chun Sing Maxwell Ho, Guandong Xu, Raian Ali

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

Comments 28 Pages

2509.23812 2025-10-14 cs.SE cs.AI 89%

Navigating the Labyrinth: Path-Sensitive Unit Test Generation with Large Language Models

Dianshu Liao, Xin Yin, Shidong Pan, Chao Ni, Zhenchang Xing, Xiaoyu Sun

机构 * The State Key Laboratory of Blockchain and Data Security, Zhejiang University（区块链与数据安全国家重点实验室，浙江大学）

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

2510.08046 2025-10-10 cs.AI 89%

LinguaSim: Interactive Multi-Vehicle Testing Scenario Generation via Natural Language Instruction Based on Large Language Models

Qingyuan Shi, Qingwen Meng, Hao Cheng, Qing Xu, Jianqiang Wang

机构 * National Key R&D Program of China（中华人民共和国国家重点研发计划）

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

2510.06756 2025-10-09 cs.AI 89%

Verifying Memoryless Sequential Decision-making of Large Language Models

Dennis Gross, Helge Spieker, Arnaud Gotlieb

机构 * Simula Research Laboratory（Simula研究实验室）

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

2509.25043 2025-09-30 cs.SE cs.AI 89%

Large Language Models for Software Testing: A Research Roadmap

Cristian Augusto, Antonia Bertolino, Guglielmo De Angelis, Francesca Lonetti, Jesús Morán

机构 * University of Oviedo（奥维多大学）

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

Comments 40 pages & 10 figures Submitted on 29th September 2025

2509.15510 2025-09-22 econ.GN cs.AI cs.CY q-fin.EC 89%

The (Short-Term) Effects of Large Language Models on Unemployment and Earnings

Danqing Chen, Carina Kane, Austin Kozlowski, Nadav Kunievsky, James A. Evans

机构 * University of Chicago, Knowledge Lab（芝加哥大学，知识实验室）

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

2509.14265 2025-09-19 cs.SE cs.AI 89%

Evolution of Kernels: Automated RISC-V Kernel Optimization with Large Language Models

Siyuan Chen, Zhichao Lu, Qingfu Zhang

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

Comments Technical report

2411.06207 2025-09-18 cs.CL 89%

KBM: Delineating Knowledge Boundary for Adaptive Retrieval in Large Language Models

Zhen Zhang, Xinyu Wang, Yong Jiang, Zile Qiao, Zhuo Chen, Guangyu Li, Feiteng Mu, Mengting Hu, Pengjun Xie, Fei Huang

机构 * College of Software, Nankai University（南开大学软件学院）； Tongyi Lab, Alibaba Group（阿里巴巴集团 Tongyi 实验室）； School of Information Science and Technology, ShanghaiTech University（上海科技大学信息科学与技术学院）

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

2509.12994 2025-09-17 cs.CL 89%

SitLLM: Large Language Models for Sitting Posture Health Understanding via Pressure Sensor Data

Jian Gao, Fufangchen Zhao, Yiyang Zhang, Danfeng Yan

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

2509.12647 2025-09-17 cs.CL eess.AS 89%

PAC: Pronunciation-Aware Contextualized Large Language Model-based Automatic Speech Recognition

Li Fu, Yu Xin, Sunlu Zeng, Lu Fan, Youzheng Wu, Xiaodong He

机构 * JD AI Research（京东人工智能研究院）

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

Comments Submitted to ICASSP 2026

2412.10483 2025-09-17 cs.SE cs.AI cs.PL 89%

Enhancing Automated Loop Invariant Generation for Complex Programs with Large Language Models

Ruibang Liu, Minyu Chen, Ling-I Wu, Jingyu Ke, Guoqiang Li

机构 * Shanghai Jiao Tong University（上海交通大学）

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

Comments 26 pages, 11 figures

2509.11068 2025-09-16 cs.AI 89%

Tractable Asymmetric Verification for Large Language Models via Deterministic Replicability

Zan-Kai Chong, Hiroyuki Ohsaki, Bryan Ng

机构 * School of Science and Technology（科学与技术学院）； Kwansei Gakuin University（冈山公立大学）； School of Engineering & Computer Science（工程与计算机科学学院）； Victoria University of Wellington（威灵顿维多利亚大学）

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

2509.09194 2025-09-12 cs.SE cs.AI 89%

On Integrating Large Language Models and Scenario-Based Programming for Improving Software Reliability

Ayelet Berzack, Guy Katz

机构 * The Hebrew University Of Jerusalem（耶路撒冷希伯来大学）

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

2509.07642 2025-09-10 cs.AI 89%

Getting In Contract with Large Language Models -- An Agency Theory Perspective On Large Language Model Alignment

Sascha Kaltenpoth, Oliver Müller

机构 * Paderborn University, Department of Business Administration and Economics（帕德博恩大学商业管理与经济学系）

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

Comments Presented at the 19th International Conference on Wirtschaftsinformatik 2024, Würzburg, Germany https://aisel.aisnet.org/wi2024/91/

2509.00680 2025-09-03 cs.CL cs.IR 89%

Do small language models generate realistic variable-quality fake news headlines?

Austin McCutcheon, Chris Brogly

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

2504.19636 2025-08-28 cs.AI cs.NE 89%

Fitness Landscape of Large Language Model-Assisted Automated Algorithm Search

Fei Liu, Qingfu Zhang, Jialong Shi, Xialiang Tong, Kun Mao, Mingxuan Yuan

机构 * Department of Computer Science, City University of Hong Kong（香港城市大学计算机科学系）； School of Mathematics and Statistics, Xi’ an Jiaotong University（西安交通大学数学与统计学学院）； HUAWEI Noah’s Ark Lab（华为诺亚实验室）； Huawei Cloud EI Service Product Department（华为云EI服务产品部）

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

2508.16013 2025-08-25 cs.CL 89%

Political Ideology Shifts in Large Language Models

Pietro Bernardelle, Stefano Civelli, Leon Fröhling, Riccardo Lunardi, Kevin Roitero, Gianluca Demartini

机构 * The University of Queensland（昆士兰大学）； University of Udine（乌迪内大学）

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

2409.10969 2025-08-25 eess.AS cs.CL cs.SD 89%

Enhancing Code-switched Text-to-Speech Synthesis Capability in Large Language Models with only Monolingual Corpora

Jing Xu, Daxin Tan, Jiaqi Wang, Xiao Chen

机构 * The Chinese University of Hong Kong（香港中文大学）； Noah’s Ark Lab, Huawei（华为诺亚实验室）

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

Comments Accepted to ASRU2025

1. 其他LLM 12193 篇

Learning Robust Social Strategies with Large Language Models

A Hybrid Theory and Data-driven Approach to Persuasion Detection with Large Language Models

Evaluating Adversarial Vulnerabilities in Modern Large Language Models

Mitigating Label Length Bias in Large Language Models

Emotions, Context, and Substance Use in Adolescents: A Large Language Model Analysis of Reddit Posts

Identifying and Analyzing Performance-Critical Tokens in Large Language Models

Large Language Models Do Multi-Label Classification Differently

"Whose Side Are You On?" Estimating Ideology of Political and News Content Using Large Language Models and Few-shot Demonstration Selection

MCP4IFC: IFC-Based Building Design Using Large Language Models

Characterizing Selective Refusal Bias in Large Language Models

Challenges in Testing Large Language Model Based Software: A Faceted Taxonomy

Sequential Comics for Jailbreaking Multimodal Large Language Models via Structured Visual Storytelling

Developing and Validating the Arabic Version of the Attitudes Toward Large Language Models Scale

Navigating the Labyrinth: Path-Sensitive Unit Test Generation with Large Language Models

LinguaSim: Interactive Multi-Vehicle Testing Scenario Generation via Natural Language Instruction Based on Large Language Models

Verifying Memoryless Sequential Decision-making of Large Language Models

Large Language Models for Software Testing: A Research Roadmap

The (Short-Term) Effects of Large Language Models on Unemployment and Earnings

Evolution of Kernels: Automated RISC-V Kernel Optimization with Large Language Models

KBM: Delineating Knowledge Boundary for Adaptive Retrieval in Large Language Models

SitLLM: Large Language Models for Sitting Posture Health Understanding via Pressure Sensor Data

PAC: Pronunciation-Aware Contextualized Large Language Model-based Automatic Speech Recognition

Enhancing Automated Loop Invariant Generation for Complex Programs with Large Language Models

Tractable Asymmetric Verification for Large Language Models via Deterministic Replicability

On Integrating Large Language Models and Scenario-Based Programming for Improving Software Reliability

Getting In Contract with Large Language Models -- An Agency Theory Perspective On Large Language Model Alignment

Do small language models generate realistic variable-quality fake news headlines?

Fitness Landscape of Large Language Model-Assisted Automated Algorithm Search

Political Ideology Shifts in Large Language Models

Enhancing Code-switched Text-to-Speech Synthesis Capability in Large Language Models with only Monolingual Corpora