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。

2025-10-24 至 2025-10-24 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

2404.12879 2025-10-24 cs.CL 88%

Unlocking Multi-View Insights in Knowledge-Dense Retrieval-Augmented Generation

Guanhua Chen, Wenhan Yu, Xiao Lu, Xiao Zhang, Erli Meng, Lei Sha

机构 * School of Artificial Intelligence, Beihang University（北航人工智能学院）； Zhongguancun Laboratory（中关村实验室）

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

2510.20260 2025-10-24 cs.IR 83%

Balancing Fine-tuning and RAG: A Hybrid Strategy for Dynamic LLM Recommendation Updates

Changping Meng, Hongyi Ling, Jianling Wang, Yifan Liu, Shuzhou Zhang, Dapeng Hong, Mingyan Gao, Onkar Dalal, Ed Chi, Lichan Hong, Haokai Lu, Ningren Han

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

Comments RecSys 2025 Industry Track

2510.20609 2025-10-24 cs.LG cs.AI cs.IR 81%

Practical Code RAG at Scale: Task-Aware Retrieval Design Choices under Compute Budgets

Timur Galimzyanov, Olga Kolomyttseva, Egor Bogomolov

机构 * JetBrains Research（JetBrains研究）

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

2508.09874 2025-10-24 cs.CL cs.AI 79%

Memory Decoder: A Pretrained, Plug-and-Play Memory for Large Language Models

Jiaqi Cao, Jiarui Wang, Rubin Wei, Qipeng Guo, Kai Chen, Bowen Zhou, Zhouhan Lin

机构 * LUMIA Lab（LUMIA实验室）； School of Artificial Intelligence（人工智能学院）； Shanghai Jiao Tong University（上海交通大学）； Shanghai AI Laboratory（上海人工智能实验室）； Tsinghua University（清华大学）； SJTU Paris Elite Institute of Technology（上海交通大学巴黎精英技术学院）

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

2510.20099 2025-10-24 cs.AI cs.CE cs.CL 62%

AI PB: A Grounded Generative Agent for Personalized Investment Insights

Daewoo Park, Suho Park, Inseok Hong, Hanwool Lee, Junkyu Park, Sangjun Lee, Jeongman An, Hyunbin Loh

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

Comments Under Review

2510.19873 2025-10-24 cs.LG cs.AI cs.PL 57%

From Large to Small: Transferring CUDA Optimization Expertise via Reasoning Graph

Junfeng Gong, Zhiyi Wei, Junying Chen, Cheng Liu, Huawei Li

机构 * Institute of Computing Technology, Chinese Academy of Sciences（中国科学院计算技术研究所）； University of Chinese Academy of Sciences（中国科学院大学）； South China University of Technology（华南理工大学）

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