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。

2025-08-26 至 2025-08-26 共收录 3 篇信号源：cs.IR, cs.CL, cs.AI, cs.DB

1. 知识库问答 3 篇

2506.07042 2025-08-26 cs.CL 83%

Reasoning with RAGged events: RAG-Enhanced Event Knowledge Base Construction and reasoning with proof-assistants

Stergios Chatzikyriakidis

机构 * Computational Linguistics and Language Technology lab（计算语言学与语言技术实验室）； Department of Philology（文学系）； University of Crete（克里特大学）

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

2502.18023 2025-08-26 cs.CL 70%

Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference

Zhuo Chen, Xinyu Wang, Yong Jiang, Zhen Zhang, Xinyu Geng, Pengjun Xie, Fei Huang, Kewei Tu

机构 * School of Information Science and Technology, ShanghaiTech University（信息科学与技术学院，上海科技大学）； Shanghai Engineering Research Center of Intelligent Vision and Imaging（智能视觉与成像上海工程研究中心）； Institute for Intelligent Computing, Alibaba Group（智能计算研究院，阿里巴巴集团）

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

Comments EMNLP2025 Main Conference

2508.16910 2025-08-26 cs.CL 70%

Unbiased Reasoning for Knowledge-Intensive Tasks in Large Language Models via Conditional Front-Door Adjustment

Bo Zhao, Yinghao Zhang, Ziqi Xu, Yongli Ren, Xiuzhen Zhang, Renqiang Luo, Zaiwen Feng, Feng Xia

机构 * Huazhong Agricultural University（华中农业大学）； RMIT University（皇家墨尔本理工大学）； Jilin University（吉林大学）

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

Comments This paper has been accepted to the 34th ACM International Conference on Information and Knowledge Management (CIKM 2025), Full Research Paper