语言大模型 / LLM

Prompting Strategies for Language Model-Based Item Generation in K-12 Education: Bridging the Gap Between Small and Large Language Models

Mohammad Amini, Babak Ahmadi, Xiaomeng Xiong, Yilin Zhang, Christopher Qiao

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

MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers

Zhenting Wang, Qi Chang, Hemani Patel, Shashank Biju, Cheng-En Wu, Quan Liu, Aolin Ding, Alireza Rezazadeh, Ankit Shah, Yujia Bao, Eugene Siow

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

On Identifying Why and When Foundation Models Perform Well on Time-Series Forecasting Using Automated Explanations and Rating

Michael Widener, Kausik Lakkaraju, John Aydin, Biplav Srivastava

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

Comments 8 pages, 5 Tables, 5 Figures, AI Trustworthiness and Risk Assessment for Challenged Contexts (ATRACC), Appendix

MedFoundationHub: A Lightweight and Secure Toolkit for Deploying Medical Vision Language Foundation Models

Xiao Li, Yanfan Zhu, Ruining Deng, Wei-Qi Wei, Yu Wang, Shilin Zhao, Yaohong Wang, Haichun Yang, Yuankai Huo

机构 * Vanderbilt University（范德比尔特大学） ； Weill Cornell Medicine（韦尔·科恩医学中心） ； Vanderbilt University Medical Center（范德比尔特大学医学中心） ； UT MD Anderson Cancer Center（德克萨斯大学MD安德森癌症中心） 纠错

专题命中 领域大模型 ：foundation model(title)；language model(abstract)

SemSR: Semantics aware robust Session-based Recommendations

Jyoti Narwariya, Priyanka Gupta, Muskan Gupta, Jyotsana Khatri, Lovekesh Vig

机构 * TCS Research（TCS研究） 纠错

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

Comments Accepted at EARL workshop @RecSys'25, Prague, Czech Republic

Improving Hospital Risk Prediction with Knowledge-Augmented Multimodal EHR Modeling

Rituparna Datta, Jiaming Cui, Zihan Guan, Vishal G. Reddy, Joshua C. Eby, Gregory Madden, Rupesh Silwal, Anil Vullikanti

机构 * Department of Computer Science, University of Virginia（大学计算机科学系） ； University of Virginia School of Medicine（弗吉尼亚大学医学院） ； Virginia Polytechnic Institute and State University（弗吉尼亚理工学院和州立大学） ； Biocomplexity Institute and Initiative, University of Virginia（大学生物复杂性研究所） ； Division of Infectious Diseases & International Health, University of Virginia School of Medicine（大学感染性疾病与国际卫生分会） 纠错

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

An Agile Method for Implementing Retrieval Augmented Generation Tools in Industrial SMEs

Mathieu Bourdin, Anas Neumann, Thomas Paviot, Robert Pellerin, Samir Lamouri

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

Comments 20 pages, 3 figures

Leveraging LLMs for Formal Software Requirements -- Challenges and Prospects

Arshad Beg, Diarmuid O'Donoghue, Rosemary Monahan

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

Comments Overlay2025 - 7th International Workshop on Artificial Intelligence and fOrmal VERification, Logic, Automata, and sYnthesis. [Accepted]. To be held on 26th of October, 2025

Is the medical image segmentation problem solved? A survey of current developments and future directions

Guoping Xu, Jayaram K. Udupa, Jax Luo, Songlin Zhao, Yajun Yu, Scott B. Raymond, Hao Peng, Lipeng Ning, Yogesh Rathi, Wei Liu, You Zhang

专题命中 领域大模型 ：foundation model(abstract)；分类 cs.LG

Comments 80 pages, 38 figures