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。

2025-08-14 至 2025-08-14 共收录 4 篇信号源：cs.IR, cs.CL, cs.AI, cs.DB

1. 检索器与排序 4 篇

2508.09497 2025-08-14 cs.CL cs.AI 84%

From Ranking to Selection: A Simple but Efficient Dynamic Passage Selector for Retrieval Augmented Generation

Siyuan Meng, Junming Liu, Yirong Chen, Song Mao, Pinlong Cai, Guohang Yan, Botian Shi, Ding Wang

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

Comments 9 pages, 4 tables

2508.09755 2025-08-14 cs.CL 83%

Transforming Questions and Documents for Semantically Aligned Retrieval-Augmented Generation

Seokgi Lee

机构 * Seokgi Lee

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

2508.09791 2025-08-14 cs.SE cs.AI 70%

LibRec: Benchmarking Retrieval-Augmented LLMs for Library Migration Recommendations

Junxiao Han, Yarong Wang, Xiaodong Gu, Cuiyun Gao, Yao Wan, Song Han, David Lo, Shuiguang Deng

机构 * School of Computer and Computing Science, Hangzhou City University（杭州城市大学计算机与计算科学学院）； Polytechnic Institute, Zhejiang University（浙江大学多技术学院）； School of Computer Science, Shanghai Jiao Tong University（上海交通大学计算机科学学院）； School of Computer Science and Technology, Harbin Institute of Technology（哈尔滨工业大学深圳学院）； College of Computer Science and Technology, Huazhong University of Science and Technology（华中科技大学计算机科学与技术学院）； School of Computing and Information Systems, Singapore Management University（新加坡管理大学计算机与信息科学学院）； College of Computer Science and Technology, Zhejiang University（浙江大学计算机科学与技术学院）

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

2505.20231 2025-08-14 cs.CL 70%

MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents

Yiming Du, Bingbing Wang, Yang He, Bin Liang, Baojun Wang, Zhongyang Li, Lin Gui, Jeff Z. Pan, Ruifeng Xu, Kam-Fai Wong

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