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。

2025-10-22 至 2025-10-22 共收录 3 篇信号源：cs.IR, cs.CL, cs.AI, cs.DB

1. 知识库问答 3 篇

2510.18297 2025-10-22 cs.CL cs.AI 73%

From Retrieval to Generation: Unifying External and Parametric Knowledge for Medical Question Answering

Lei Li, Xiao Zhou, Yingying Zhang, Xian Wu

机构 * Gaoling School of Artificial Intelligence, Renmin University of China（中国人民大学北京校区人工智能学院）； Tencent Jarvis Lab（腾讯 Jarvis 实验室）

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

Comments 13 pages, 4 figures

2508.11758 2025-10-22 cs.CL cs.AI 73%

Can we Evaluate RAGs with Synthetic Data?

Jonas van Elburg, Peter van der Putten, Maarten Marx

机构 * IRLab, Informatics Institute, UvA, Amsterdam, the Netherlands（IR实验室、信息研究所、乌得勒支大学、阿姆斯特丹、荷兰）； AI Lab, Pegasystems, Amsterdam, the Netherlands（AI实验室、佩加系统的阿姆斯特丹分部）； LIACS, Leiden University, Leiden, the Netherlands（LIACS、莱顿大学、莱顿、荷兰）

专题命中知识库问答：RAG(abstract)；retriever(abstract)；分类 cs.CL、cs.AI

Comments Accepted for the SynDAiTE workshop at the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2025), September 15, 2025 - Porto, Portugal

2510.18468 2025-10-22 cs.CL 70%

IMB: An Italian Medical Benchmark for Question Answering

Antonio Romano, Giuseppe Riccio, Mariano Barone, Marco Postiglione, Vincenzo Moscato

机构 * University of Naples Federico II, Department of Electrical Engineering（那不勒斯费德里科二世大学电子工程系）； Consorzio Interuniversitario Nazionale per l'Informatica (CINI) - ITEM National Lab（国家信息计算联合研究中心（CINI）- ITEM国家实验室）； Northwestern University, Department of Computer Science, McCormick School of Engineering（西北大学计算机科学系，工程学院）

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

Journal ref CLIC-it 2025: Eleventh Italian Conference on Computational Linguistics, Cagliari, Italy, September 24-26, 2025