语言大模型 / LLM - arXivDaily 专题

2510.24765 2025-10-30 cs.CY cs.AI cs.CL 90%

Topic-aware Large Language Models for Summarizing the Lived Healthcare Experiences Described in Health Stories

Maneesh Bilalpur, Megan Hamm, Young Ji Lee, Natasha Norman, Kathleen M. McTigue, Yanshan Wang

专题命中领域大模型：large language model(title,abstract)；language model(title,abstract)；LLM(abstract)；分类 cs.CL、cs.AI

2510.25055 2025-10-30 cs.CL cs.AI cs.LG 89%

GAPMAP: Mapping Scientific Knowledge Gaps in Biomedical Literature Using Large Language Models

Nourah M Salem, Elizabeth White, Michael Bada, Lawrence Hunter

机构 * University of Colorado, Anschutz（科罗拉多大学安舒茨分校）； University of Chicago（芝加哥大学）

专题命中领域大模型：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI、cs.LG

2505.10940 2025-10-30 cs.IR cs.AI 85%

Who You Are Matters: Bridging Topics and Social Roles via LLM-Enhanced Logical Recommendation

Qing Yu, Xiaobei Wang, Shuchang Liu, Yandong Bai, Xiaoyu Yang, Xueliang Wang, Chang Meng, Shanshan Wu, Hailan Yang, Huihui Xiao, Xiang Li, Fan Yang, Xiaoqiang Feng, Lantao Hu, Han Li, Kun Gai, Lixin Zou

机构 * Wuhan University（武汉大学）； Kuaishou Technology（快手科技）

专题命中领域大模型：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments to be published in NeurIPS 2025

2510.25432 2025-10-30 cs.CL 85%

Depth and Autonomy: A Framework for Evaluating LLM Applications in Social Science Research

Ali Sanaei, Ali Rajabzadeh

专题命中领域大模型：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments Presented at the Annual Meeting of the American Political Science Association, Vancouver, BC, September 11--14 2025

2510.01617 2025-10-30 cs.CL 85%

AMAS: Adaptively Determining Communication Topology for LLM-based Multi-Agent System

Hui Yi Leong, Yuheng Li, Yuqing Wu, Wenwen Ouyang, Wei Zhu, Jiechao Gao, Wei Han

机构 * Johns Hopkins University（约翰霍普金斯大学）； Carnegie Mellon University（卡内基梅隆大学）； University of Hong Kong（香港大学）； Stanford University（斯坦福大学）

专题命中领域大模型：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments Accepted by EMNLP-2025

2510.25472 2025-10-30 cs.CR 85%

NetEcho: From Real-World Streaming Side-Channels to Full LLM Conversation Recovery

Zheng Zhang, Guanlong Wu, Sen Deng, Shuai Wang, Yinqian Zhang

专题命中领域大模型：LLM(title,abstract)；large language model(abstract)；language model(abstract)

2510.13738 2025-10-30 cs.IR 85%

HyMiRec: A Hybrid Multi-interest Learning Framework for LLM-based Sequential Recommendation

Jingyi Zhou, Cheng Chen, Kai Zuo, Manjie Xu, Zhendong Fu, Yibo Chen, Xu Tang, Yao Hu

专题命中领域大模型：LLM(title,abstract)；large language model(abstract)；language model(abstract)

2510.25460 2025-10-30 cs.CL cs.AI 84%

Fine-Tuned Language Models for Domain-Specific Summarization and Tagging

Jun Wang, Fuming Lin, Yuyu Chen

专题命中领域大模型：language model(title,abstract)；large language model(abstract)；分类 cs.CL、cs.AI

2507.22481 2025-10-30 eess.IV cs.AI cs.CV cs.MM 79%

Towards Blind Bitstream-corrupted Video Recovery via a Visual Foundation Model-driven Framework

Tianyi Liu, Kejun Wu, Chen Cai, Yi Wang, Kim-Hui Yap, Lap-Pui Chau

机构 * School of EEE, Nanyang Technological University（南洋理工大学电子工程系）； School of EIC, Huazhong University of Science and Technology（华中科技大学电子信息学院）； Dept. of EEE, The Hong Kong Polytechnic University（香港理工大学电子工程系）

专题命中领域大模型：foundation model(title,abstract)；分类 cs.AI

Comments 10 pages, 5 figures, accepted by ACMMM 2025

Journal ref Proceedings of the 33rd ACM International Conference on Multimedia, 2025

2510.24339 2025-10-30 cs.AI 77%

VDSAgents: A PCS-Guided Multi-Agent System for Veridical Data Science Automation

Yunxuan Jiang, Silan Hu, Xiaoning Wang, Yuanyuan Zhang, Xiangyu Chang

机构 * School of Management, Xi’an Jiaotong University（西安交通大学管理学院）； School of Computing, National University of Singapore（新加坡国立大学计算机学院）； School of Data Science and Media Intelligence, Communication University of China（中国传媒大学数据科学与媒体智能学院）； Beijing Baixingkefu Network Technology Co., Ltd.（北京百星科技网络技术有限公司）

专题命中领域大模型：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 29 pages, 6 figures. Yunxuan Jiang and Silan Hu contributed equally. Code available at https://github.com/fengzer/VDSAgents . Submitted to Stat (manuscript ID: STAT-25-0222.R1, under review)

2510.25189 2025-10-30 cs.CR 75%

AgentCyTE: Leveraging Agentic AI to Generate Cybersecurity Training & Experimentation Scenarios

Ana M. Rodriguez, Jaime Acosta, Anantaa Kotal, Aritran Piplai

专题命中领域大模型：LLM(abstract)；large language model(abstract)；language model(abstract)

2510.25016 2025-10-30 cs.SE cs.AI cs.HC cs.LG 73%

Towards Human-AI Synergy in Requirements Engineering: A Framework and Preliminary Study

Mateen Ahmed Abbasi, Petri Ihantola, Tommi Mikkonen, Niko Mäkitalo

机构 * Faculty of Information Technology, University of Jyväskylä（信息技术学院，于韦斯屈耶大学）

专题命中领域大模型：large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments Accepted at the 2025 Sixth International Conference on Intelligent Data Science Technologies and Applications (IDSTA 2025),8 pages, 4 figures. Published in IEEE

Journal ref 2025 Sixth International Conference on Intelligent Data Science Technologies and Applications (IDSTA 2025), IEEE

2510.25380 2025-10-30 physics.chem-ph 50%

Cross Learning between Electronic Structure Theories for Unifying Molecular, Surface, and Inorganic Crystal Foundation Force Fields

Ilyes Batatia, Chen Lin, Joseph Hart, Elliott Kasoar, Alin M. Elena, Sam Walton Norwood, Thomas Wolf, Gábor Csányi

专题命中领域大模型：post-training(abstract)

2510.22589 2025-10-30 cs.CV 50%

PSScreen V2: Partially Supervised Multiple Retinal Disease Screening

Boyi Zheng, Yalin Zheng, Hrvoje Bogunović, Qing Liu

机构 * Center for Machine Vision and Signal Analysis (CMVS)（机器视觉与信号分析中心）； University of Oulu（奥卢大学）； Department of Eye and Vision Science（眼科学与视觉科学系）； University of Liverpool（利物浦大学）； Center for Medical Data Science（医学数据科学中心）； Medical University of Vienna（维也纳医学大学）

专题命中领域大模型：foundation model(abstract)

1. 领域大模型 14 篇