语言大模型 / LLM - arXivDaily 专题

2503.20197 2025-09-24 cs.SE 89%

A Preliminary Study on the Robustness of Code Generation by Large Language Models

Zike Li, Mingwei Liu, Anji Li, Kaifeng He, Yanlin Wang, Xin Peng, Zibin Zheng

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

Comments 10 pages

2410.12613 2025-09-24 cs.CL cs.AI cs.CV cs.LG cs.MA 89%

Exploring Model Kinship for Merging Large Language Models

Yedi Hu, Yunzhi Yao, Ningyu Zhang, Huajun Chen, Shumin Deng

机构 * Zhejiang University（浙江大学）； National University of Singapore（新加坡国立大学）； NUS-NCS Joint Lab（新加坡国立大学NCS联合实验室）

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

Comments EMNLP 2025 Findings

2502.12459 2025-09-23 cs.CL cs.AI cs.LG 89%

Large Language Models Badly Generalize across Option Length, Problem Types, and Irrelevant Noun Replacements

Guangxiang Zhao, Saier Hu, Xiaoqi Jian, Jinzhu Wu, Yuhan Wu, Change Jia, Lin Sun, Xiangzheng Zhang

机构 * Qiyuan Tech（奇源科技）； Zhinao（360智脑）； Peking University（北京大学）

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

Comments EMNLP 2025 Main Conference

2406.07973 2025-09-22 cs.CR 89%

Unique Security and Privacy Threats of Large Language Models: A Comprehensive Survey

Shang Wang, Tianqing Zhu, Bo Liu, Ming Ding, Dayong Ye, Wanlei Zhou, Philip S. Yu

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

Comments 35 pages, 9 tables, 12 figures. To appear in ACM Computing Surveys (CSUR), 2025

2509.12629 2025-09-19 cs.SE 89%

Ensembling Large Language Models for Code Vulnerability Detection: An Empirical Evaluation

Zhihong Sun, Jia Li, Yao Wan, Chuanyi Li, Hongyu Zhang, Zhi jin, Ge Li, Hong Liu, Chen Lyu, Songlin Hu

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

Comments 24 pages

2505.19335 2025-09-19 cs.HC 89%

Knoll: Creating a Knowledge Ecosystem for Large Language Models

Dora Zhao, Diyi Yang, Michael S. Bernstein

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

Comments 21 pages, 8 figures, 7 tables; see https://stanfordhci.github.io/knoll/

Journal ref UIST 2025

2505.16307 2025-09-19 cs.CL cs.AI cs.LG 89%

PMPO: Probabilistic Metric Prompt Optimization for Small and Large Language Models

Chenzhuo Zhao, Ziqian Liu, Xinda Wang, Junting Lu, Chaoyi Ruan

机构 * Peking University（北京大学）； National University of Singapore（新加坡国立大学）

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

2509.13535 2025-09-18 cs.SE 89%

Crash Report Enhancement with Large Language Models: An Empirical Study

S M Farah Al Fahim, Md Nakhla Rafi, Zeyang Ma, Dong Jae Kim, Tse-Hsun, Chen

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

2509.12973 2025-09-17 cs.SE 89%

Evaluating Large Language Models for Code Translation: Effects of Prompt Language and Prompt Design

Aamer Aljagthami, Mohammed Banabila, Musab Alshehri, Mohammed Kabini, Mohammad D. Alahmadi

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

2509.06164 2025-09-17 cs.CL cs.AI cs.HC cs.LG 89%

Benchmarking Gender and Political Bias in Large Language Models

Jinrui Yang, Xudong Han, Timothy Baldwin

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

2509.11446 2025-09-16 cs.SE 89%

Large Language Models (LLMs) for Requirements Engineering (RE): A Systematic Literature Review

Mohammad Amin Zadenoori, Jacek Dąbrowski, Waad Alhoshan, Liping Zhao, Alessio Ferrari

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

2509.10814 2025-09-16 cs.CR 89%

Automatic Generation of a Cryptography Misuse Taxonomy Using Large Language Models

Yang Zhang, Wenyi Ouyang, Yi Zhang, Liang Cheng, Chen Wu, Wenxin Hu

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

Comments 23 pages, 9 figures

2509.08997 2025-09-12 cs.HC 89%

YouthSafe: A Youth-Centric Safety Benchmark and Safeguard Model for Large Language Models

Yaman Yu, Yiren Liu, Jacky Zhang, Yun Huang, Yang Wang

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

Comments 15 pages, 4 figures

2509.05946 2025-09-09 cs.NI 89%

Large Language Models for Next-Generation Wireless Network Management: A Survey and Tutorial

Bisheng Wei, Ruihong Jiang, Ruichen Zhang, Yinqiu Liu, Dusit Niyato, Yaohua Sun, Yang Lu, Yonghui Li, Shiwen Mao, Chau Yuen, Marco Di Renzo, Mugen Peng

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

2509.03164 2025-09-08 cs.HC 89%

OPRA-Vis: Visual Analytics System to Assist Organization-Public Relationship Assessment with Large Language Models

Sangbong Yoo, Seongbum Seo, Chanyoung Yoon, Hyelim Lee, Jeong-Nam Kim, Chansoo Kim, Yun Jang, Takanori Fujiwara

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

2508.00630 2025-09-03 cs.SE 89%

MCeT: Behavioral Model Correctness Evaluation using Large Language Models

Khaled Ahmed, Jialing Song, Boqi Chen, Ou Wei, Bingzhou Zheng

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

Comments MODELS 2025

2508.19514 2025-08-28 cs.SD 89%

MQAD: A Large-Scale Question Answering Dataset for Training Music Large Language Models

Zhihao Ouyang, Ju-Chiang Wang, Daiyu Zhang, Bin Chen, Shangjie Li, Quan Lin

机构 * ByteDance（字节跳动）

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

2508.13491 2025-08-26 cs.CE 89%

From Scores to Skills: A Cognitive Diagnosis Framework for Evaluating Financial Large Language Models

Ziyan Kuang, Feiyu Zhu, Maowei Jiang, Yanzhao Lai, Zelin Wang, Zhitong Wang, Meikang Qiu, Jiajia Huang, Min Peng, Qianqian Xie, Sophia Ananiadou

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

2412.06602 2025-08-26 cs.CL cs.AI cs.LG cs.MM cs.SD eess.AS 89%

Towards Controllable Speech Synthesis in the Era of Large Language Models: A Systematic Survey

Tianxin Xie, Yan Rong, Pengfei Zhang, Wenwu Wang, Li Liu

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科学与技术大学（广州））； University of Surrey（萨里大学）

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

Comments The first comprehensive survey on controllable TTS. Accepted to the EMNLP 2025 main conference

2406.05914 2025-08-26 eess.AS cs.SD eess.SP 89%

Soundscape Captioning using Sound Affective Quality Network and Large Language Model

Yuanbo Hou, Qiaoqiao Ren, Andrew Mitchell, Wenwu Wang, Jian Kang, Tony Belpaeme, Dick Botteldooren

机构 * Machine Learning Group, University of Oxford（牛津大学机器学习组）； AIRO-IDLab, Ghent University-Imec（根特大学-imec AIRO-IDLab）； CVSSP, University of Surrey（萨里大学计算机视觉与模式识别中心）； University College London（伦敦大学学院）； WAVES Group, Ghent University（根特大学WAVES组）

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

Comments IEEE Transactions on Multimedia, Code: https://github.com/Yuanbo2020/SoundSCaper

2508.15810 2025-08-25 cs.CL cs.AI cs.LG 89%

Detecting Hope, Hate, and Emotion in Arabic Textual Speech and Multi-modal Memes Using Large Language Models

Nouar AlDahoul, Yasir Zaki

机构 * Computer Science Department, New York University Abu Dhabi（纽约大学阿布扎克分校计算机科学系）

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

Comments 26 pages, 12 figures

2508.15606 2025-08-22 cs.CR 89%

Towards Scalable and Interpretable Mobile App Risk Analysis via Large Language Models

Yu Yang, Zhenyuan Li, Xiandong Ran, Jiahao Liu, Jiahui Wang, Bo Yu, Shouling Ji

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

2507.10016 2025-08-21 cs.CR cs.SD eess.AS 89%

The Man Behind the Sound: Demystifying Audio Private Attribute Profiling via Multimodal Large Language Model Agents

Lixu Wang, Kaixiang Yao, Xinfeng Li, Dong Yang, Haoyang Li, Xiaofeng Wang, Wei Dong

机构 * Nanyang Technological University（南洋理工大学）； The University of Tokyo（东京大学）； 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)

Comments 22 pages, 4 figures

2508.12666 2025-08-19 eess.AS 89%

Cryfish: On deep audio analysis with Large Language Models

Anton Mitrofanov, Sergei Novoselov, Tatiana Prisyach, Vladislav Marchevskiy, Arseniy Karelin, Nikita Khmelev, Dmitry Dutov, Stepan Malykh, Igor Agafonov, Aleksandr Nikitin, Oleg Petrov

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

Journal ref Proc. Interspeech 2025

2403.05262 2025-08-15 cs.CV 89%

Debiasing Multimodal Large Language Models via Penalization of Language Priors

YiFan Zhang, Yang Shi, Weichen Yu, Qingsong Wen, Xue Wang, Wenjing Yang, Zhang Zhang, Liang Wang, Rong Jin

机构 * Institute of Automation, Chinese Academy of Sciences（中国科学院自动化研究所）； Peking University（北京大学）； Carnegie Mellon University（卡内基梅隆大学）； Alibaba Group（阿里巴巴集团）； National University of Defense Technology（国防科技大学）； Meta

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

Comments 10 pages, 12 figures

2508.09789 2025-08-14 cs.IR cs.CV 89%

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations

Marco De Nadai, Andreas Damianou, Mounia Lalmas

机构 * Spotify Denmark（Spotify丹麦分公司）； Spotify United Kingdom（Spotify英国分公司）

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

2508.08678 2025-08-13 cs.CY 89%

Exploring Large Language Model Agents for Piloting Social Experiments

Jinghua Piao, Yuwei Yan, Nian Li, Jun Zhang, Yong Li

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

Comments Accepted by COLM 2025

2506.14805 2025-08-13 cs.CV cs.AI cs.CL cs.LG cs.MM 89%

Argus Inspection: Do Multimodal Large Language Models Possess the Eye of Panoptes?

Yang Yao, Lingyu Li, Jiaxin Song, Chiyu Chen, Zhenqi He, Yixu Wang, Xin Wang, Tianle Gu, Jie Li, Yan Teng, Yingchun Wang

机构 * Shanghai Artificial Intelligence Laboratory（上海人工智能实验室）； The University of Hong Kong（香港大学）； Shanghai Jiao Tong University（上海交通大学）； The Hong Kong University of Science and Technology（香港科学与技术大学）； Fudan University（复旦大学）； Tsinghua University（清华大学）

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

2407.12192 2025-08-13 cs.HC 89%

Towards Dataset-scale and Feature-oriented Evaluation of Text Summarization in Large Language Model Prompts

Sam Yu-Te Lee, Aryaman Bahukhandi, Dongyu Liu, Kwan-Liu Ma

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

Journal ref IEEE Transactions on Visualization and Computer Graphics, vol. 31, no. 1, pp. 481-491, Jan. 2025

2501.04543 2025-08-06 cs.HC 89%

The Impostor is Among Us: Can Large Language Models Capture the Complexity of Human Personas?

Christopher Lazik, Christopher Katins, Charlotte Kauter, Jonas Jakob, Caroline Jay, Lars Grunske, Thomas Kosch

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

1. 评测与基准 32034 篇

A Preliminary Study on the Robustness of Code Generation by Large Language Models

Exploring Model Kinship for Merging Large Language Models

Large Language Models Badly Generalize across Option Length, Problem Types, and Irrelevant Noun Replacements

Unique Security and Privacy Threats of Large Language Models: A Comprehensive Survey

Ensembling Large Language Models for Code Vulnerability Detection: An Empirical Evaluation

Knoll: Creating a Knowledge Ecosystem for Large Language Models

PMPO: Probabilistic Metric Prompt Optimization for Small and Large Language Models

Crash Report Enhancement with Large Language Models: An Empirical Study

Evaluating Large Language Models for Code Translation: Effects of Prompt Language and Prompt Design

Benchmarking Gender and Political Bias in Large Language Models

Large Language Models (LLMs) for Requirements Engineering (RE): A Systematic Literature Review

Automatic Generation of a Cryptography Misuse Taxonomy Using Large Language Models

YouthSafe: A Youth-Centric Safety Benchmark and Safeguard Model for Large Language Models

Large Language Models for Next-Generation Wireless Network Management: A Survey and Tutorial

OPRA-Vis: Visual Analytics System to Assist Organization-Public Relationship Assessment with Large Language Models

MCeT: Behavioral Model Correctness Evaluation using Large Language Models

MQAD: A Large-Scale Question Answering Dataset for Training Music Large Language Models

From Scores to Skills: A Cognitive Diagnosis Framework for Evaluating Financial Large Language Models

Towards Controllable Speech Synthesis in the Era of Large Language Models: A Systematic Survey

Soundscape Captioning using Sound Affective Quality Network and Large Language Model

Detecting Hope, Hate, and Emotion in Arabic Textual Speech and Multi-modal Memes Using Large Language Models

Towards Scalable and Interpretable Mobile App Risk Analysis via Large Language Models

The Man Behind the Sound: Demystifying Audio Private Attribute Profiling via Multimodal Large Language Model Agents

Cryfish: On deep audio analysis with Large Language Models

Debiasing Multimodal Large Language Models via Penalization of Language Priors

Describe What You See with Multimodal Large Language Models to Enhance Video Recommendations

Exploring Large Language Model Agents for Piloting Social Experiments

Argus Inspection: Do Multimodal Large Language Models Possess the Eye of Panoptes?

Towards Dataset-scale and Feature-oriented Evaluation of Text Summarization in Large Language Model Prompts

The Impostor is Among Us: Can Large Language Models Capture the Complexity of Human Personas?