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。

2025-09-15 至 2025-09-15 共收录 8 篇信号源：cs.IR, cs.CL, cs.AI, cs.DB

1. 检索器与排序 4 篇

2508.05672 2025-09-15 cs.IR cs.AI 86%

LMAR: Language Model Augmented Retriever for Domain-specific Knowledge Indexing

Yao Zhao, Yantian Ding, Zhiyue Zhang, Dapeng Yao, Yanxun Xu

机构 * Department of Applied Mathematics and Statistics（应用数学与统计学系）

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

2509.09848 2025-09-15 cs.AI 83%

Towards an AI-based knowledge assistant for goat farmers based on Retrieval-Augmented Generation

Nana Han, Dong Liu, Tomas Norton

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

2509.09688 2025-09-15 cs.IR cs.AI cs.CL 67%

AI-Powered Assistant for Long-Term Access to RHIC Knowledge

Mohammad Atif, Vincent Garonne, Eric Lancon, Jerome Lauret, Alexandr Prozorov, Michal Vranovsky

机构 * Computational Science Department, Brookhaven National Lab（布罗克海文国家实验室计算科学部）； Physics Department, Brookhaven National Laboratory（布罗克海文国家实验室物理部）； FNSPE, Czech Technical University（捷克技术大学FNSPE）

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

2509.10087 2025-09-15 cs.CL 57%

Querying Climate Knowledge: Semantic Retrieval for Scientific Discovery

Mustapha Adamu, Qi Zhang, Huitong Pan, Longin Jan Latecki, Eduard C. Dragut

机构 * Temple University（特拉华大学）

专题命中检索器与排序：RAG(abstract)；分类 cs.CL

Comments ACM SIGIR 2025 Workshop MANILA

2. 知识库问答 1 篇

2509.09727 2025-09-15 cs.CL cs.CE 77%

A Role-Aware Multi-Agent Framework for Financial Education Question Answering with LLMs

Andy Zhu, Yingjun Du

机构 * Rensselaer Polytechnic Institute（罗切斯特理工学院）； University of Amsterdam（阿姆斯特丹大学）

专题命中知识库问答：retrieval-augmented generation(abstract)；RAG(abstract)；retriever(abstract)；分类 cs.CL

Comments 8 pages, 6 figures, Underreview

3. 长文档RAG 1 篇

2509.09713 2025-09-15 cs.CL cs.AI 84%

HANRAG: Heuristic Accurate Noise-resistant Retrieval-Augmented Generation for Multi-hop Question Answering

Duolin Sun, Dan Yang, Yue Shen, Yihan Jiao, Zhehao Tan, Jie Feng, Lianzhen Zhong, Jian Wang, Peng Wei, Jinjie Gu

机构 * Ant Group（蚂蚁集团）

专题命中长文档RAG ：retrieval-augmented generation(title,abstract)；RAG(abstract)；分类 cs.CL、cs.AI

4. 多模态RAG 2 篇

2509.09721 2025-09-15 cs.CV cs.AI cs.LG 85%

A Multimodal RAG Framework for Housing Damage Assessment: Collaborative Optimization of Image Encoding and Policy Vector Retrieval

Jiayi Miao, Dingxin Lu, Zhuqi Wang

专题命中多模态RAG ：RAG(title,abstract)；retrieval-augmented generation(abstract)；retriever(abstract)；分类 cs.AI

2505.07879 2025-09-15 cs.IR cs.AI cs.CV 73%

OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval

Wei Yang, Jingjing Fu, Rui Wang, Jinyu Wang, Lei Song, Jiang Bian

机构 * Microsoft Research Asia（微软亚洲研究院）

专题命中多模态RAG ：retrieval-augmented generation(abstract)；RAG(abstract)；分类 cs.IR、cs.AI

Comments Accepted to ACL 2025 Main Conference