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。

2025-08-05 至 2025-08-05 共收录 5 篇信号源：cs.IR, cs.CL, cs.AI, cs.DB

1. 图谱与结构化RAG 5 篇

2501.00571 2025-08-05 cs.CL 79%

KnowRA: Knowledge Retrieval Augmented Method for Document-level Relation Extraction with Comprehensive Reasoning Abilities

Chengcheng Mai, Yuxiang Wang, Ziyu Gong, Hanxiang Wang, Yihua Huang

机构 * Nanjing Normal University, School of Computer Science and Electronic Informatics（南京师范大学计算机科学与电子信息学院）； State Key Laboratory for Novel Software Technology at Nanjing University（南京大学新型软件技术国家重点实验室）； Nanjing University, School of Computer Science（南京大学计算机科学学院）

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

Comments This work has been accepted by IJCAI 2025 (CCF A)

2508.02532 2025-08-05 cs.CL cs.LG 70%

Contextual Graph Transformer: A Small Language Model for Enhanced Engineering Document Information Extraction

Karan Reddy, Mayukha Pal

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

2508.01136 2025-08-05 cs.DB cs.AI cs.CL cs.IR cs.LG 70%

DBAIOps: A Reasoning LLM-Enhanced Database Operation and Maintenance System using Knowledge Graphs

Wei Zhou, Peng Sun, Xuanhe Zhou, Qianglei Zang, Ji Xu, Tieying Zhang, Guoliang Li, Fan Wu

机构 * Shanghai Jiao Tong University（上海交通大学）； Baisheng (Shenzhen) Technology Co., Ltd.（柏盛（深圳）科技有限公司）； Tsinghua University（清华大学）

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

Comments DBAIOps supports 25 database systems and has been deployed in 20 real-world scenarios, covering domains like finance, energy, and healthcare. See website at: https://www.dbaiops.com; See code at: https://github.com/weAIDB/DBAIOps/

2507.22952 2025-08-05 cs.HC cs.CV cs.LG 67%

Automated Label Placement on Maps via Large Language Models

Harry Shomer, Jiejun Xu

机构 * University of Texas at Arlington（德克萨斯理工大学）； HRL Laboratories（HRL实验室）

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

Comments Workshop on AI for Data Editing (AI4DE) at KDD 2025

2508.00961 2025-08-05 cs.LG cs.AI 57%

FinKario: Event-Enhanced Automated Construction of Financial Knowledge Graph

Xiang Li, Penglei Sun, Wanyun Zhou, Zikai Wei, Yongqi Zhang, Xiaowen Chu

机构 * The Hong Kong University of Science and Technology (Guangzhou)（香港科学与技术大学（广州））； International Digital Economy Academy（国际数字经济学院）

专题命中图谱与结构化RAG ：RAG(abstract)；分类 cs.AI