语言大模型 / LLM - arXivDaily 专题

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)

2508.01451 2025-08-05 cs.CR cs.SE 89%

Think Broad, Act Narrow: CWE Identification with Multi-Agent Large Language Models

Mohammed Sayagh, Mohammad Ghafari

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

2508.01402 2025-08-05 cs.CV 89%

ForenX: Towards Explainable AI-Generated Image Detection with Multimodal Large Language Models

Chuangchuang Tan, Jinglu Wang, Xiang Ming, Renshuai Tao, Yunchao Wei, Yao Zhao, Yan Lu

机构 * Beijing Jiaotong University（北京交通大学）； Microsoft Research Asia（微软亚洲研究院）

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

2508.00321 2025-08-04 cs.HC 89%

Evaluating the Efficacy of Large Language Models for Generating Fine-Grained Visual Privacy Policies in Homes

Shuning Zhang, Ying Ma, Xin Yi, Hewu Li

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

2408.11557 2025-07-30 cs.IR 89%

Enhancing Spectral Knowledge Interrogation: A Reliable Retrieval-Augmented Generative Framework on Large Language Models

Jiheng Liang, Zujie Xie, Ziru Yu, Xiangyang Yu

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

Comments 16 pages,10 figures,3 tables

2507.20163 2025-07-29 cs.CV 89%

Player-Centric Multimodal Prompt Generation for Large Language Model Based Identity-Aware Basketball Video Captioning

Zeyu Xi, Haoying Sun, Yaofei Wu, Junchi Yan, Haoran Zhang, Lifang Wu, Liang Wang, Changwen Chen

机构 * Beijing University of Technology（北京理工大学）； Shanghai Jiao Tong University（上海交通大学）； Chinese Academy of Sciences（中国科学院）； 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)

Comments Accepted by ICCV 2025 (Poster)

2507.17271 2025-07-24 cs.SE 89%

Seed&Steer: Guiding Large Language Models with Compilable Prefix and Branch Signals for Unit Test Generation

Shuaiyu Zhou, Zhengran Zeng, Xiaoling Zhou, Rui Xie, Shikun Zhang, Wei Ye

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

2507.16716 2025-07-23 cs.CV 89%

Enhancing Remote Sensing Vision-Language Models Through MLLM and LLM-Based High-Quality Image-Text Dataset Generation

Yiguo He, Junjie Zhu, Yiying Li, Xiaoyu Zhang, Chunping Qiu, Jun Wang, Qiangjuan Huang, Ke Yang

机构 * Intelligent Game and Decision Lab (IGDL)（智能游戏与决策实验室）

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

Comments SUBMIT TO IEEE TRANSACTIONS

2507.16585 2025-07-23 cs.CR 89%

LLMxCPG: Context-Aware Vulnerability Detection Through Code Property Graph-Guided Large Language Models

Ahmed Lekssays, Hamza Mouhcine, Khang Tran, Ting Yu, Issa Khalil

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

Comments This paper is accepted at USENIX 2025

2411.13212 2025-07-23 cs.IR 89%

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation

David Otero, Javier Parapar, Álvaro Barreiro

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

Journal ref SIGIR 2025

2507.05962 2025-07-09 cs.HC 89%

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective

Jiapeng Yao, Lantian Zhang, Jiping Huang

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

2506.00854 2025-07-09 cs.CL cs.AI cs.LG cs.MM q-bio.NC 89%

EEG2TEXT-CN: An Exploratory Study of Open-Vocabulary Chinese Text-EEG Alignment via Large Language Model and Contrastive Learning on ChineseEEG

Jacky Tai-Yu Lu, Jung Chiang, Chi-Sheng Chen, Anna Nai-Yun Tung, Hsiang Wei Hu, Yuan Chiao Cheng

机构 * Department of Artificial Intelligence in Healthcare, International Academia of Biomedical Innovation Technology（人工智能医疗系，国际生物医学创新技术学院）； National Taiwan University（台湾大学）； Neuro Industry Research, Neuro Industry, Inc.（神经产业研究，神经产业公司）； Department of Biomedical Engineering, University of Southern California（生物医学工程系，南加州大学）； Taiwan Artificial Intelligence Association（台湾人工智能协会）

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

2506.22954 2025-07-01 cs.SI cs.SE 89%

Evaluating and Improving Large Language Models for Competitive Program Generation

Minnan Wei, Ziming Li, Xiang Chen, Menglin Zheng, Ziyan Qu, Cheng Yu, Siyu Chen, Xiaolin Ju

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 32096 篇

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?

Think Broad, Act Narrow: CWE Identification with Multi-Agent Large Language Models

ForenX: Towards Explainable AI-Generated Image Detection with Multimodal Large Language Models

Evaluating the Efficacy of Large Language Models for Generating Fine-Grained Visual Privacy Policies in Homes

Enhancing Spectral Knowledge Interrogation: A Reliable Retrieval-Augmented Generative Framework on Large Language Models

Player-Centric Multimodal Prompt Generation for Large Language Model Based Identity-Aware Basketball Video Captioning

Seed&Steer: Guiding Large Language Models with Compilable Prefix and Branch Signals for Unit Test Generation

Enhancing Remote Sensing Vision-Language Models Through MLLM and LLM-Based High-Quality Image-Text Dataset Generation

LLMxCPG: Context-Aware Vulnerability Detection Through Code Property Graph-Guided Large Language Models

Limitations of Automatic Relevance Assessments with Large Language Models for Fair and Reliable Retrieval Evaluation

Evaluation of Large Language Model-Driven AutoML in Data and Model Management from Human-Centered Perspective

EEG2TEXT-CN: An Exploratory Study of Open-Vocabulary Chinese Text-EEG Alignment via Large Language Model and Contrastive Learning on ChineseEEG

Evaluating and Improving Large Language Models for Competitive Program Generation