RAG / 检索增强生成

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） 纠错

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

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） 纠错

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)

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） 纠错

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

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

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） 纠错

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

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） 纠错

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

UpANNS: Enhancing Billion-Scale ANNS Efficiency with Real-World PIM Architecture

Sitian Chen, Amelie Chi Zhou, Yucheng Shi, Yusen Li, Xin Yao

专题命中 向量检索 ：RAG(abstract)

Comments Accepted by SC 25

A Multi-Agent Approach to Neurological Clinical Reasoning

Moran Sorka, Alon Gorenshtein, Dvir Aran, Shahar Shelly

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