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。

2025-08-21 至 2025-08-21 共收录 6 篇信号源：cs.IR, cs.CL, cs.AI, cs.DB

1. 检索器与排序 6 篇

2507.03608 2025-08-21 cs.AI cs.DC cs.ET cs.NI 91%

Benchmarking Vector, Graph and Hybrid Retrieval Augmented Generation (RAG) Pipelines for Open Radio Access Networks (ORAN)

Sarat Ahmad, Zeinab Nezami, Maryam Hafeez, Syed Ali Raza Zaidi

机构 * School of Electronic and Electrical Engineering（电子与电气工程学院）

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

2508.14048 2025-08-21 eess.AS cs.CL 88%

RAG-Boost: Retrieval-Augmented Generation Enhanced LLM-based Speech Recognition

Pengcheng Wang, Sheng Li, Takahiro Shinozaki

机构 * School of Engineering（工程学院）

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

Comments accepted at Interspeech2025 MLC-SLM Challenge workshop (task I system description)

2508.14300 2025-08-21 cs.CR cs.CL cs.MA cs.NI 85%

MultiFuzz: A Dense Retrieval-based Multi-Agent System for Network Protocol Fuzzing

Youssef Maklad, Fares Wael, Ali Hamdi, Wael Elsersy, Khaled Shaban

机构 * Dept. of Computer Science, Qatar University, Doha, Qatar（计算机科学系，卡塔尔大学，多哈）

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

2508.14064 2025-08-21 cs.IR cs.AI 81%

An automatic patent literature retrieval system based on LLM-RAG

Yao Ding, Yuqing Wu, Ziyang Ding

专题命中检索器与排序：RAG(title,abstract)；分类 cs.IR、cs.AI

2409.15163 2025-08-21 cs.CL cs.IR 73%

Lessons Learned on Information Retrieval in Electronic Health Records: A Comparison of Embedding Models and Pooling Strategies

Skatje Myers, Timothy A. Miller, Yanjun Gao, Matthew M. Churpek, Anoop Mayampurath, Dmitriy Dligach, Majid Afshar

机构 * University of Wisconsin-Madison（威斯康星大学麦迪逊分校）； Boston Children’s Hospital Harvard Medical School（波士顿儿童医院哈佛医学院）； University of Colorado Anschutz（科罗拉多大学安舒茨分校）； Loyola University Chicago（芝加哥洛约拉大学）

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

2504.05846 2025-08-21 cs.IR cs.AI cs.LG 62%

PathGPT: Reframing Path Recommendation as a Natural Language Generation Task with Retrieval-Augmented Language Models

Steeve Cuthbert Marcelyn, Yucen Gao, Yuzhe Zhang, Xiaofeng Gao

机构 * Shanghai Jiao Tong University（上海交通大学）

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