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。

2025-09-22 至 2025-09-22 共收录 5 篇信号源：cs.IR, cs.CL, cs.AI, cs.DB

1. 检索器与排序 3 篇

2411.07820 2025-09-22 cs.CL cs.IR 73%

Query Optimization for Parametric Knowledge Refinement in Retrieval-Augmented Large Language Models

Youan Cong, Pritom Saha Akash, Cheng Wang, Kevin Chen-Chuan Chang

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）

专题命中检索器与排序：retrieval-augmented generation(abstract)；RAG(abstract)；分类 cs.IR、cs.CL

2509.16112 2025-09-22 cs.CL cs.IR cs.SE 62%

CodeRAG: Finding Relevant and Necessary Knowledge for Retrieval-Augmented Repository-Level Code Completion

Sheng Zhang, Yifan Ding, Shuquan Lian, Shun Song, Hui Li

机构 * Key Laboratory of Multimedia Trusted Perception and Efficient Computing Ministry of Education of China（教育部多媒体可信感知与高效计算重点实验室）； Xiamen University（厦门大学）； Ant Group（蚂蚁集团）

专题命中检索器与排序：retriever(abstract)；分类 cs.IR、cs.CL

Comments EMNLP 2025

2409.12812 2025-09-22 cs.RO cs.AI 57%

Towards Interactive and Learnable Cooperative Driving Automation: a Large Language Model-Driven Decision-Making Framework

Shiyu Fang, Jiaqi Liu, Mingyu Ding, Yiming Cui, Chen Lv, Peng Hang, Jian Sun

专题命中检索器与排序：retrieval-augmented generation(abstract)；分类 cs.AI

2. 图谱与结构化RAG 1 篇

2505.17464 2025-09-22 cs.CL 70%

HydraRAG: Structured Cross-Source Enhanced Large Language Model Reasoning

Xingyu Tan, Xiaoyang Wang, Qing Liu, Xiwei Xu, Xin Yuan, Liming Zhu, Wenjie Zhang

机构 * University of New South Wales（新南威尔士大学）； Data61, CSIRO（Data61，CSIRO）

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

Comments Accepted by EMNLP2025 (Main Conference)

3. RAG评测 1 篇

2408.04675 2025-09-22 cs.CL cs.AI cs.IR 85%

ConfReady: A RAG based Assistant and Dataset for Conference Checklist Responses

Michael Galarnyk, Rutwik Routu, Vidhyakshaya Kannan, Kosha Bheda, Prasun Banerjee, Agam Shah, Sudheer Chava

机构 * Georgia Institute of Technology（佐治亚理工学院）； Duke University（杜克大学）； Sai University（赛大学）

专题命中 RAG评测：RAG(title,abstract)；retrieval-augmented generation(abstract)；分类 cs.IR、cs.CL、cs.AI

Comments Accepted at EMNLP 2025 Demo