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。

2025-10-16 至 2025-10-16 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

2510.09710 2025-10-16 cs.CL cs.AI 84%

SeCon-RAG: A Two-Stage Semantic Filtering and Conflict-Free Framework for Trustworthy RAG

Xiaonan Si, Meilin Zhu, Simeng Qin, Lijia Yu, Lijun Zhang, Shuaitong Liu, Xinfeng Li, Ranjie Duan, Yang Liu, Xiaojun Jia

机构 * Institute of Software Chinese Academy of Sciences Beijing China（中国科学院软件研究所）； Key Laboratory of System Software (Chinese Academy of Sciences) and State Key Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences, Beijing, China（中国科学院系统软件重点实验室和计算机科学国家重点实验室）； University of Chinese Academy of Sciences, Beijing, China（中国科学院大学）； Northeast University China（东北大学）； Institute of Ai For industries Nanjing China（人工智能产业研究院）； Southwest University China（西南大学）； Nanyang Technological University Singapore（新加坡南洋理工大学）； Alibaba China（阿里巴巴（中国））

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

Comments Accepted at NeurIPS 2025

2506.07037 2025-10-16 cs.CL 83%

KG2QA: Knowledge Graph-enhanced Retrieval-augmented Generation for Communication Standards Question Answering

Zhongze Luo, Weixuan Wan, Tianya Zhang, Dan Wang, Xiaoying Tang

机构 * School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, China（香港中文大学（深圳）科学与工程学院）； School of Microelectronics, Xi'an Jiaotong University, China（西安交通大学微电子学院）

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

2510.13363 2025-10-16 cs.CL 70%

D-SMART: Enhancing LLM Dialogue Consistency via Dynamic Structured Memory And Reasoning Tree

Xiang Lei, Qin Li, Min Zhang, Min Zhang

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

Comments 8 pages, 6 figures (main content); 25 pages, 18 figures (total)