AI 大模型

RAG / 检索增强生成

检索增强生成、向量检索、知识库问答和面向大模型的搜索系统。

2025-09-01 至 2025-09-01 共收录 3 篇信号源：cs.IR, cs.CL, cs.AI, cs.DB

1. 图谱与结构化RAG 3 篇

2504.05163 2025-09-01 cs.AI 83%

Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness

Dongzhuoran Zhou, Yuqicheng Zhu, Xiaxia Wang, Yuan He, Jiaoyan Chen, Steffen Staab, Evgeny Kharlamov

机构 * University of Oslo（奥斯陆大学）； Bosch Center for AI（博世人工智能中心）； University of Stuttgart（斯图加特大学）； University of Oxford（牛津大学）； The University of Manchester（曼彻斯特大学）； University of Southampton（南安普顿大学）

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

Comments IRISAI'25

2508.21238 2025-09-01 cs.AI 70%

Addressing accuracy and hallucination of LLMs in Alzheimer's disease research through knowledge graphs

Tingxuan Xu, Jiarui Feng, Justin Melendez, Kaleigh Roberts, Donghong Cai, Mingfang Zhu, Donald Elbert, Yixin Chen, Randall J. Bateman

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

2505.21291 2025-09-01 cs.AI 70%

Complex System Diagnostics Using a Knowledge Graph-Informed and Large Language Model-Enhanced Framework

Saman Marandi, Yu-Shu Hu, Mohammad Modarres

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

Comments 22 Pages, 11 Figures