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。

2025-10-08 至 2025-10-08 共收录 7 篇信号源：cs.IR, cs.CL, cs.AI, cs.DB

1. 检索器与排序 7 篇

2510.05691 2025-10-08 cs.CL 88%

DecEx-RAG: Boosting Agentic Retrieval-Augmented Generation with Decision and Execution Optimization via Process Supervision

Yongqi Leng, Yikun Lei, Xikai Liu, Meizhi Zhong, Bojian Xiong, Yurong Zhang, Yan Gao, Yi Wu, Yao Hu, Deyi Xiong

机构 * TJUNLP Lab, College of Intelligence and Computing, Tianjin University（天津大学智能计算学院实验室）； Xiaohongshu Inc.（小红书公司）

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

2411.16523 2025-10-08 cs.CV cs.CL 88%

LaB-RAG: Label Boosted Retrieval Augmented Generation for Radiology Report Generation

Steven Song, Anirudh Subramanyam, Irene Madejski, Robert L. Grossman

机构 * Department of Computer Science（计算机科学系）； Center for Translational Data Science（转化数据科学中心）； Medical Scientist Training Program（医学科学家培训计划）； Section of Biomedical Data Science, Department of Medicine（医学部生物医学数据科学部门）

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

2501.15228 2025-10-08 cs.CL cs.IR 84%

Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning

Yiqun Chen, Lingyong Yan, Weiwei Sun, Xinyu Ma, Yi Zhang, Shuaiqiang Wang, Dawei Yin, Yiming Yang, Jiaxin Mao

机构 * Renmin University of China（中国人民大学）； Baidu Inc.（百度公司）； Carnegie Mellon University（卡内基梅隆大学）

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

Comments NeurIPS 2025

2510.05547 2025-10-08 cs.RO 82%

ARRC: Advanced Reasoning Robot Control - Knowledge-Driven Autonomous Manipulation Using Retrieval-Augmented Generation

Eugene Vorobiov, Ammar Jaleel Mahmood, Salim Rezvani, Robin Chhabra

机构 * Department of Mechanical, Industrial and Mechatronics Engineering, Toronto Metropolitan University（机械、工业与机电工程系，多伦多 Metropolitan 大学）

专题命中检索器与排序：retrieval-augmented generation(title,abstract)；RAG(abstract)

2510.05327 2025-10-08 cs.AR cs.AI 70%

DeepV: A Model-Agnostic Retrieval-Augmented Framework for Verilog Code Generation with a High-Quality Knowledge Base

Zahin Ibnat, Paul E. Calzada, Rasin Mohammed Ihtemam, Sujan Kumar Saha, Jingbo Zhou, Farimah Farahmandi, Mark Tehranipoor

机构 * University of Florida（佛罗里达大学）

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

Comments 22 pages, 6 figures

2503.13524 2025-10-08 cs.CL cs.CY 70%

Agent-Enhanced Large Language Models for Researching Political Institutions

Joseph R. Loffredo, Suyeol Yun

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

Comments 46 pages, 6 figures

2510.06056 2025-10-08 cs.AI 57%

Scientific Algorithm Discovery by Augmenting AlphaEvolve with Deep Research

Gang Liu, Yihan Zhu, Jie Chen, Meng Jiang

机构 * University of Notre Dame（诺丁汉大学）； MIT-IBM Watson AI Lab, IBM Research（麻省理工-IBM Watson AI实验室，IBM研究）

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

Comments 25 pages, 17 figures, 4 tables