语言大模型 / LLM - arXivDaily 专题

2505.18889 2025-08-26 cs.CR cs.AI 89%

Security Concerns for Large Language Models: A Survey

Miles Q. Li, Benjamin C. M. Fung

机构 * Infinite Optimization AI Lab, Montreal, Canada（无限优化人工智能实验室，加拿大蒙特利尔）； School of Information Studies, McGill University, Montreal, Canada（信息研究学院，麦吉尔大学，加拿大蒙特利尔）

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

2506.13790 2025-08-21 cs.AI 89%

The NordDRG AI Benchmark for Large Language Models

Tapio Pitkäranta

机构 * Department of Computer Science and Engineering（计算机科学与工程系）； Aalto University（阿alto大学）

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Comments 23 pages, 4 figures

2508.14056 2025-08-21 cs.CL cs.DB 89%

Confidence Estimation for Text-to-SQL in Large Language Models

Sepideh Entezari Maleki, Mohammadreza Pourreza, Davood Rafiei

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

2508.13257 2025-08-20 cs.AR cs.AI 89%

ViTAD: Timing Violation-Aware Debugging of RTL Code using Large Language Models

Wenhao Lv, Yingjie Xia, Xiyuan Chen, Li Kuang

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

2508.12566 2025-08-19 cs.AI 89%

Help or Hurdle? Rethinking Model Context Protocol-Augmented Large Language Models

Wei Song, Haonan Zhong, Ziqi Ding, Jingling Xue, Yuekang Li

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

2508.03368 2025-08-19 cs.AI cs.GT 89%

Game Reasoning Arena: A Framework and Benchmark for Assessing Reasoning Capabilities of Large Language Models via Game Play

Lucia Cipolina-Kun, Marianna Nezhurina, Jenia Jitsev

机构 * LAION Juelich Supercomputing Center (JSC)（LAION尤利奇超级计算机中心（JSC））； Research Center Juelich (FZJ)（尤利奇研究中心（FZJ））

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

2506.06371 2025-08-18 cs.CL 89%

Relationship Detection on Tabular Data Using Statistical Analysis and Large Language Models

Panagiotis Koletsis, Christos Panagiotopoulos, Georgios Th. Papadopoulos, Vasilis Efthymiou

机构 * Harokopio University（哈罗科波斯大学）

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.CL

2508.08632 2025-08-13 cs.AI 89%

AgriGPT: a Large Language Model Ecosystem for Agriculture

Bo Yang, Yu Zhang, Lanfei Feng, Yunkui Chen, Jianyu Zhang, Xiao Xu, Nueraili Aierken, Yurui Li, Yuxuan Chen, Guijun Yang, Yong He, Runhe Huang, Shijian Li

机构 * College of Computer Science and Technology, Zhejiang University, China（浙江大学计算机科学与技术学院）； College of Software Technology, Zhejiang University, China（浙江大学软件学院）； School of Geological Engineering and Geomatics, Chang’an University, China（长安大学地质工程与测绘学院）； College of Biosystems Engineering and Food Science, Zhejiang University, China（浙江大学生物系统工程与食品科学学院）； Faculty of Computer and Information Sciences, Hosei University, Japan（立命馆大学计算机与信息科学系）

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

2412.02141 2025-08-13 cs.CV cs.CL 89%

WSI-LLaVA: A Multimodal Large Language Model for Whole Slide Image

Yuci Liang, Xinheng Lyu, Wenting Chen, Meidan Ding, Jipeng Zhang, Xiangjian He, Song Wu, Xiaohan Xing, Sen Yang, Xiyue Wang, Linlin Shen

机构 * Shenzhen University（深圳大学）； University of Nottingham Ningbo China（诺丁汉大学宁波分校）； City University of Hong Kong（香港城市大学）； Stanford University（斯坦福大学）； Hong Kong University of Science and Technology（香港科学与技术大学）

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；instruction tuning(abstract)；分类 cs.CL

Comments ICCV 2025, 38 pages, 22 figures, 35 tables

2508.07959 2025-08-12 cs.CL 89%

Large Language Models for Subjective Language Understanding: A Survey

Changhao Song, Yazhou Zhang, Hui Gao, Ben Yao, Peng Zhang

机构 * College of Intelligence and Computing（智能与计算学院）； Tianjin University（天津大学）； School of Nursing（护理学院）； The Hong Kong Polytechnic University（香港理工大学）

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

2508.07714 2025-08-12 cs.CV cs.AI cs.ET 89%

DoorDet: Semi-Automated Multi-Class Door Detection Dataset via Object Detection and Large Language Models

Licheng Zhang, Bach Le, Naveed Akhtar, Tuan Ngo

机构 * The University of Melbourne（墨尔本大学）

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

2508.07283 2025-08-12 cs.HC cs.AI eess.SP q-bio.NC 89%

Fine-Tuning Large Language Models Using EEG Microstate Features for Mental Workload Assessment

Bujar Raufi

机构 * School of Computer Science, Technological University Dublin, Dublin, Ireland（计算机科学学院，都柏林技术大学，都柏林，爱尔兰）； Artificial Intelligence and Cognitive Load Lab, Applied Intelligence Research Centre, School of Computer Science, Technological University Dublin, Dublin, Ireland（人工智能与认知负荷实验室，应用智能研究中心，计算机科学学院，都柏林技术大学，都柏林，爱尔兰）

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

Comments 17 Pages, 7 figures, 3 tables and one prompt template

2508.07196 2025-08-12 cs.DL cs.AI 89%

Can Smaller Large Language Models Evaluate Research Quality?

Mike Thelwall

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

2505.20910 2025-08-11 cs.CL 89%

Automated Privacy Information Annotation in Large Language Model Interactions

Hang Zeng, Xiangyu Liu, Yong Hu, Chaoyue Niu, Fan Wu, Shaojie Tang, Guihai Chen

机构 * Shanghai Jiao Tong University（上海交通大学）； WeChat Tencent（微信腾讯）； University at Buffalo（布法罗大学）

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments 8 content pages

2503.12772 2025-08-07 cs.CV cs.AI cs.RO 89%

NuPlanQA: A Large-Scale Dataset and Benchmark for Multi-View Driving Scene Understanding in Multi-Modal Large Language Models

Sung-Yeon Park, Can Cui, Yunsheng Ma, Ahmadreza Moradipari, Rohit Gupta, Kyungtae Han, Ziran Wang

机构 * Purdue University（普渡大学）； Toyota InfoTech Labs（丰田信息技术实验室）

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

2508.03406 2025-08-06 cs.AI 89%

Multi-Objective Infeasibility Diagnosis for Routing Problems Using Large Language Models

Kai Li, Ruihao Zheng, Xinye Hao, Zhenkun Wang

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

2403.05286 2025-08-06 cs.PL cs.CL 89%

LLM4Decompile: Decompiling Binary Code with Large Language Models

Hanzhuo Tan, Qi Luo, Jing Li, Yuqun Zhang

机构 * Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China（南方科技大学计算机科学与工程系）； Department of Computing, The Hong Kong Polytechnic University, HKSAR, China（香港理工大学计算机系）； Research Centre for Data Science & Artificial Intelligence（数据科学与人工智能研究中心）

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Journal ref Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing

2508.02430 2025-08-05 cs.CL 89%

AI-Based Measurement of Innovation: Mapping Expert Insight into Large Language Model Applications

Robin Nowak, Patrick Figge, Carolin Haeussler

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

2508.01514 2025-08-05 cs.IR cs.LG 89%

End-to-End Personalization: Unifying Recommender Systems with Large Language Models

Danial Ebrat, Tina Aminian, Sepideh Ahmadian, Luis Rueda

机构 * University of Windsor（温莎大学）

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.LG

Comments Second Workshop on Generative AI for Recommender Systems and Personalization at the ACM Conference on Knowledge Discovery and Data Mining (GenAIRecP@KDD 2025)

2507.22952 2025-08-05 cs.HC cs.CV cs.LG 89%

Automated Label Placement on Maps via Large Language Models

Harry Shomer, Jiejun Xu

机构 * University of Texas at Arlington（德克萨斯理工大学）； HRL Laboratories（HRL实验室）

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；foundation model(abstract)；分类 cs.LG

Comments Workshop on AI for Data Editing (AI4DE) at KDD 2025

2507.10852 2025-08-05 cs.CL 89%

LLMs on Trial: Evaluating Judicial Fairness for Large Language Models

Yiran Hu, Zongyue Xue, Haitao Li, Siyuan Zheng, Qingjing Chen, Shaochun Wang, Xihan Zhang, Ning Zheng, Yun Liu, Qingyao Ai, Yiqun Liu, Charles L. A. Clarke, Weixing Shen

机构 * Tsinghua University, China（清华大学）； University of Waterloo, Canada（滑铁卢大学）； Yale Law School, USA（耶鲁法学院）； Shanghai Jiao Tong University, China（上海交通大学）； University of Bologna, Italy（博洛尼亚大学）

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

2501.12934 2025-08-05 cs.SE cs.LG 89%

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations

Tuan-Dung Bui, Thanh Trong Vu, Thu-Trang Nguyen, Son Nguyen, Hieu Dinh Vo

机构 * Faculty of Information Technology, VNU University of Engineering and Technology（信息科技学院，越南工程大学）

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.LG

2406.12307 2025-08-05 cs.CL 89%

Can Tool-augmented Large Language Models be Aware of Incomplete Conditions?

Seungbin Yang, ChaeHun Park, Taehee Kim, Jaegul Choo

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.CL

2508.00673 2025-08-04 cs.CL 89%

MELAC: Massive Evaluation of Large Language Models with Alignment of Culture in Persian Language

Farhan Farsi, Farnaz Aghababaloo, Shahriar Shariati Motlagh, Parsa Ghofrani, MohammadAli SadraeiJavaheri, Shayan Bali, Amirhossein Shabani, Farbod Bijary, Ghazal Zamaninejad, AmirMohammad Salehoof, Saeedeh Momtazi

机构 * Amirkabir University of Technology（阿姆irkabir技术大学）； Part AI Research Center（Part人工智能研究中心）； University of Mazandaran（马赞德兰大学）； King’s College London（伦敦国王学院）

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

Comments Preprint. Under review

2507.22419 2025-07-31 cs.DB cs.AI 89%

Systematic Evaluation of Knowledge Graph Repair with Large Language Models

Tung-Wei Lin, Gabe Fierro, Han Li, Tianzhen Hong, Pierluigi Nuzzo, Alberto Sangiovanni-Vinentelli

机构 * UC Berkeley（加州大学伯克利分校）； Lawrence Berkeley National Laboratory（伯克利国家实验室）； National Renewable Energy Laboratory（国家可再生能源实验室）； Colorado School of Mines（科罗拉多矿业学院）

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)；分类 cs.AI

2507.19904 2025-07-29 cs.SE cs.AI 89%

CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation

Zhanhang Xiong, Dongxia Wang, Yuekang Li, Xinyuan An, Wenhai Wang

机构 * Zhejiang University（浙江大学）； The University of New South Wales（新南威尔士大学）

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

2412.10271 2025-07-29 cs.CL 89%

Benchmarking Linguistic Diversity of Large Language Models

Yanzhu Guo, Guokan Shang, Chloé Clavel

机构 * Inria Paris（巴黎国家信息与自动化研究所）； MBZUAI（穆斯林人工智能研究所）； École Polytechnique（巴黎高等理工学院）

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL

2404.18558 2025-07-24 cs.SE cs.AI 89%

LangBiTe: A Platform for Testing Bias in Large Language Models

Sergio Morales, Robert Clarisó, Jordi Cabot

机构 * Universitat Oberta de Catalunya（开放大学）； Luxembourg Institute of Science and Technology（卢森堡科学与技术研究所）； University of Luxembourg（卢森堡大学）

专题命中评测与基准：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.AI

2507.16524 2025-07-23 cs.CV cs.AI 89%

Spatial 3D-LLM: Exploring Spatial Awareness in 3D Vision-Language Models

Xiaoyan Wang, Zeju Li, Yifan Xu, Jiaxing Qi, Zhifei Yang, Ruifei Ma, Xiangde Liu, Chao Zhang

机构 * Beijing Digital Native Digital City Research Center（北京数字原生数字城市研究中心）； The Chinese University of Hong Kong（香港中文大学）

专题命中评测与基准：LLM(title,abstract)；language model(title,abstract)；large language model(abstract)；分类 cs.AI

Comments Accepted by ICME2025

2507.15275 2025-07-22 cs.CL 89%

ChiMed 2.0: Advancing Chinese Medical Dataset in Facilitating Large Language Modeling

Yuanhe Tian, Junjie Liu, Zhizhou Kou, Yuxiang Li, Yan Song

机构 * University of Washington（华盛顿大学）； University of Science and Technology of China（中国科学技术大学）

专题命中评测与基准：large language model(title)；language model(title)；LLM(abstract)；SFT(abstract)

1. 评测与基准 32006 篇

Security Concerns for Large Language Models: A Survey

The NordDRG AI Benchmark for Large Language Models

Confidence Estimation for Text-to-SQL in Large Language Models

ViTAD: Timing Violation-Aware Debugging of RTL Code using Large Language Models

Help or Hurdle? Rethinking Model Context Protocol-Augmented Large Language Models

Game Reasoning Arena: A Framework and Benchmark for Assessing Reasoning Capabilities of Large Language Models via Game Play

Relationship Detection on Tabular Data Using Statistical Analysis and Large Language Models

AgriGPT: a Large Language Model Ecosystem for Agriculture

WSI-LLaVA: A Multimodal Large Language Model for Whole Slide Image

Large Language Models for Subjective Language Understanding: A Survey

DoorDet: Semi-Automated Multi-Class Door Detection Dataset via Object Detection and Large Language Models

Fine-Tuning Large Language Models Using EEG Microstate Features for Mental Workload Assessment

Can Smaller Large Language Models Evaluate Research Quality?

Automated Privacy Information Annotation in Large Language Model Interactions

NuPlanQA: A Large-Scale Dataset and Benchmark for Multi-View Driving Scene Understanding in Multi-Modal Large Language Models

Multi-Objective Infeasibility Diagnosis for Routing Problems Using Large Language Models

LLM4Decompile: Decompiling Binary Code with Large Language Models

AI-Based Measurement of Innovation: Mapping Expert Insight into Large Language Model Applications

End-to-End Personalization: Unifying Recommender Systems with Large Language Models

Automated Label Placement on Maps via Large Language Models

LLMs on Trial: Evaluating Judicial Fairness for Large Language Models

Correctness Assessment of Code Generated by Large Language Models Using Internal Representations

Can Tool-augmented Large Language Models be Aware of Incomplete Conditions?

MELAC: Massive Evaluation of Large Language Models with Alignment of Culture in Persian Language

Systematic Evaluation of Knowledge Graph Repair with Large Language Models

CrossPL: Evaluating Large Language Models on Cross Programming Language Code Generation

Benchmarking Linguistic Diversity of Large Language Models

LangBiTe: A Platform for Testing Bias in Large Language Models

Spatial 3D-LLM: Exploring Spatial Awareness in 3D Vision-Language Models

ChiMed 2.0: Advancing Chinese Medical Dataset in Facilitating Large Language Modeling