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。

2025-08-29 至 2025-08-29 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

2508.21024 2025-08-29 cs.CL cs.IR 84%

An Agile Method for Implementing Retrieval Augmented Generation Tools in Industrial SMEs

Mathieu Bourdin, Anas Neumann, Thomas Paviot, Robert Pellerin, Samir Lamouri

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

Comments 20 pages, 3 figures

2508.20131 2025-08-29 cs.AI cs.LG 83%

ArgRAG: Explainable Retrieval Augmented Generation using Quantitative Bipolar Argumentation

Yuqicheng Zhu, Nico Potyka, Daniel Hernández, Yuan He, Zifeng Ding, Bo Xiong, Dongzhuoran Zhou, Evgeny Kharlamov, Steffen Staab

机构 * University of Stuttgart（斯图加特大学）； Bosch Center for AI（博世人工智能中心）； Cardiff University（卡迪夫大学）； University of Oxford（牛津大学）； University of Cambridge（剑桥大学）； Stanford University（斯坦福大学）； University of Oslo（奥斯陆大学）； University of Southampton（南安普顿大学）

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

2508.18984 2025-08-29 cs.CV 82%

Enhancing Document VQA Models via Retrieval-Augmented Generation

Eric López, Artemis Llabrés, Ernest Valveny

机构 * Computer Vision Center, Universitat Autònoma de Barcelona, Spain（巴塞罗那自治大学计算机视觉中心）

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

Comments Accepted at Workshop on Machine Learning in Document Analysis and Recognition (ICDAR WML 2025), Wuhan, China

2508.20867 2025-08-29 cs.CL 79%

MSRS: Evaluating Multi-Source Retrieval-Augmented Generation

Rohan Phanse, Yijie Zhou, Kejian Shi, Wencai Zhang, Yixin Liu, Yilun Zhao, Arman Cohan

机构 * Yale University（耶鲁大学）

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

Comments COLM 2025; this article supersedes the preprint: arXiv:2309.08960

2508.20408 2025-08-29 cs.IR 77%

Fact or Facsimile? Evaluating the Factual Robustness of Modern Retrievers

Haoyu Wu, Qingcheng Zeng, Kaize Ding

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

Comments Proceedings of the 34th ACM International Conference on Information and Knowledge Management

2508.20944 2025-08-29 cs.CL 57%

STARE at the Structure: Steering ICL Exemplar Selection with Structural Alignment

Jiaqian Li, Qisheng Hu, Jing Li, Wenya Wang

机构 * Nanyang Technological University, Singapore（南洋理工大学）； Harbin Institute of Technology, Shenzhen, China（哈尔滨工业大学（深圳））

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

Comments EMNLP 2025 Main