语言大模型 / LLM

Exploring Large Language Models for Analyzing and Improving Method Names in Scientific Code

Gunnar Larsen, Carol Wong, Anthony Peruma

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

Comments The 19th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement - Emerging Results and Vision Track

Biases in LLM-Generated Musical Taste Profiles for Recommendation

Bruno Sguerra, Elena V. Epure, Harin Lee, Manuel Moussallam

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

Multimodal Forecasting of Sparse Intraoperative Hypotension Events Powered by Language Model

Jintao Zhang, Zirui Liu, Mingyue Cheng, Shilong Zhang, Tingyue Pan, Yitong zhou, Qi Liu, Yanhu Xie

机构 * University of Science and Technology of China（中国科学技术大学） ； The First Affiliated Hospital of University of Science and Technology of China（中国科学技术大学第一附属医院） 纠错

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

Mind the Gap: Evaluating the Representativeness of Quantitative Medical Language Reasoning LLM Benchmarks for African Disease Burdens

Fred Mutisya, Shikoh Gitau, Christine Syovata, Diana Oigara, Ibrahim Matende, Muna Aden, Munira Ali, Ryan Nyotu, Diana Marion, Job Nyangena, Nasubo Ongoma, Keith Mbae, Elizabeth Wamicha, Eric Mibuari, Jean Philbert Nsengemana, Talkmore Chidede

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

Comments Preprint. 26 pages, includes appendix and tables

Risks of AI Scientists: Prioritizing Safeguarding Over Autonomy

Xiangru Tang, Qiao Jin, Kunlun Zhu, Tongxin Yuan, Yichi Zhang, Wangchunshu Zhou, Meng Qu, Yilun Zhao, Jian Tang, Zhuosheng Zhang, Arman Cohan, Zhiyong Lu, Mark Gerstein

机构 * Yale University（耶鲁大学） ； National Library of Medicine, National Institutes of Health（国家医学图书馆，国立卫生研究院） ； Mila-Quebec AI Institute（魁北克AI研究所） ； Shanghai Jiao Tong University（上海交通大学） ； OPPO Research Institute（OPPO研究院） ； Reichman University（里奇曼大学） 纠错

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

Generative Sign-description Prompts with Multi-positive Contrastive Learning for Sign Language Recognition

Siyu Liang, Yunan Li, Wentian Xin, Huizhou Chen, Xujie Liu, Kang Liu, Qiguang Miao

机构 * Xidian University（西安电子科技大学） 纠错

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

Comments 9 pages, 6 figures

PRISM: High-Resolution & Precise Counterfactual Medical Image Generation using Language-guided Stable Diffusion

Amar Kumar, Anita Kriz, Mohammad Havaei, Tal Arbel

机构 * Center for Intelligent Machines, McGill University（麦吉尔大学智能机器中心） ； Mila - Quebec AI Institute（魁北克人工智能研究院） ； Google Research（谷歌研究） 纠错

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

Comments MIDL 2025

CMP: A Composable Meta Prompt for SAM-Based Cross-Domain Few-Shot Segmentation

Shuai Chen, Fanman Meng, Chunjin Yang, Haoran Wei, Chenhao Wu, Qingbo Wu, Hongliang Li

机构 * University of Electronic Science and Technology of China（电子科学与技术大学） 纠错

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

Comments 3 figures

One Polyp Identifies All: One-Shot Polyp Segmentation with SAM via Cascaded Priors and Iterative Prompt Evolution

Xinyu Mao, Xiaohan Xing, Fei Meng, Jianbang Liu, Fan Bai, Qiang Nie, Max Meng

机构 * Chinese University of Hong Kong（香港中文大学） ； Stanford University（斯坦福大学） ； Hong Kong University of Science and Technology（香港科学与技术大学） ； Hong Kong University of Science and Technology(Guangzhou)（香港科学与技术大学（广州）） ； Southern University of Science and Technology（南方科技大学） 纠错

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

Comments accepted by ICCV2025

MCP-MedSAM: A Powerful Lightweight Medical Segment Anything Model Trained with a Single GPU in Just One Day

Donghang Lyu, Ruochen Gao, Marius Staring

机构 * Division of Image Processing, Department of Radiology, Leiden University Medical Center（影像处理部，放射科，莱顿大学医学中心） 纠错

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

Comments Accepted for publication at the Journal of Machine Learning for Biomedical Imaging (MELBA)

Journal ref Machine.Learning.for.Biomedical.Imaging. 3 (2025)