RAG / 检索增强生成

Retrieval augmented generation based dynamic prompting for few-shot biomedical named entity recognition using large language models

Yao Ge, Sudeshna Das, Yuting Guo, Abeed Sarker

机构 * Department of Biomedical Informatics, School of Medicine, Emory University（生物医学信息学系，医学院，埃默里大学） ； Department of Computer Science, Emory University（计算机科学系，埃默里大学） ； National Library of Medicine, National Institutes of Health（国家医学图书馆，国立卫生研究院） ； Department of Biomedical Engineering, Georgia Institute of Technology and Emory University（生物医学工程系，佐治亚理工学院和埃默里大学） 纠错

专题命中 图谱与结构化RAG ：retrieval augmented generation(title)；retrieval-augmented generation(abstract)；RAG(abstract)；分类 cs.CL、cs.AI

Comments 31 pages, 4 figures, 15 tables

Understanding Users' Privacy Perceptions Towards LLM's RAG-based Memory

Shuning Zhang, Rongjun Ma, Ying Ma, Shixuan Li, Yiqun Xu, Xin Yi, Hewu Li

专题命中 图谱与结构化RAG ：RAG(title,abstract)；retrieval augmented generation(abstract)

Generative Artificial Intelligence Extracts Structure-Function Relationships from Plants for New Materials

Rachel K. Luu, Jingyu Deng, Mohammed Shahrudin Ibrahim, Nam-Joon Cho, Ming Dao, Subra Suresh, Markus J. Buehler

机构 * Department of Materials Science and Engineering（材料科学与工程系） ； Laboratory for Atomistic and Molecular Mechanics (LAMM)（原子分子力学实验室） ； Massachusetts Institute of Technology（麻省理工学院） ； School of Materials Science and Engineering（材料科学与工程学院） ； Centre for Cross Economy Global（跨经济全球中心） ； Nanyang Technological University（南洋理工大学） 纠错

专题命中 图谱与结构化RAG ：retrieval-augmented generation(abstract)；RAG(abstract)；knowledge retrieval(abstract)；分类 cs.CL、cs.AI

Reviewing Clinical Knowledge in Medical Large Language Models: Training and Beyond

Qiyuan Li, Haijiang Liu, Caicai Guo, Chao Gao, Deyu Chen, Meng Wang, Feng Gao, Frank van Harmelen, Jinguang Gu

机构 * School of Computer Science and Technology, Wuhan University of Science and Technology（计算机科学与技术学院，武汉科技大学） ； Hubei Province Key Laboratory of Intelligent Information Processing and Real-time Industrial System（湖北省智能信息处理与实时工业系统重点实验室） ； School of Computer Science and Technology, Huazhong University of Science and Technology（计算机科学与技术学院，华中科技大学） ； School of Cyber Science and Engineering, Wuhan University（网络科学与工程学院，武汉大学） ； Department of Computer Science, Vrije Universiteit Amsterdam（计算机科学系，阿姆斯特丹自由大学） 纠错

专题命中 图谱与结构化RAG ：retrieval-augmented generation(abstract)；RAG(abstract)；分类 cs.CL、cs.AI

Comments Accepted for publication in Knowledge-Based Systems. The arXiv version is the pre-peer-review preprint, and the final published version is not available here due to publisher policy

Journal ref Knowledge-Based Systems, 114215(2025)

HERGC: Heterogeneous Experts Representation and Generative Completion for Multimodal Knowledge Graphs

Yongkang Xiao, Rui Zhang

机构 * University of Minnesota（明尼苏达大学） 纠错

专题命中 图谱与结构化RAG ：retriever(abstract)；分类 cs.CL、cs.AI