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。

2025-09-01 至 2025-09-01 共收录 4 篇信号源：cs.IR, cs.CL, cs.AI, cs.DB

1. 检索器与排序 4 篇

2411.18948 2025-09-01 cs.CR cs.AI 83%

RevPRAG: Revealing Poisoning Attacks in Retrieval-Augmented Generation through LLM Activation Analysis

Xue Tan, Hao Luan, Mingyu Luo, Xiaoyan Sun, Ping Chen, Jun Dai

机构 * School of Computer Science, Fudan University（复旦大学计算机科学学院）； Department of Computer Science, Worcester Polytechnic Institute（沃思堡理工学院计算机科学系）； Institute of Big Data, Fudan University（复旦大学大数据研究院）

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

Comments Accepted to Findings of EMNLP 2025

2405.07963 2025-09-01 cs.HC 82%

PyZoBot: A Platform for Conversational Information Extraction and Synthesis from Curated Zotero Reference Libraries through Advanced Retrieval-Augmented Generation

Suad Alshammari, Lama Basalelah, Walaa Abu Rukbah, Ali Alsuhibani, Dayanjan S. Wijesinghe

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

Comments 10 pages, 2 figures. The code is provided in github and the link to the repository is provided at the end of the publication

2412.04342 2025-09-01 cs.CL cs.AI 73%

Retrieval-Augmented Machine Translation with Unstructured Knowledge

Jiaan Wang, Fandong Meng, Yingxue Zhang, Jie Zhou

机构 * Pattern Recognition Center, WeChat AI, Tencent Inc（模式识别中心、微信AI、腾讯公司）

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

Comments EMNLP 2025 Findings

2508.19758 2025-09-01 cs.CL cs.IR 62%

Uncovering the Bigger Picture: Comprehensive Event Understanding Via Diverse News Retrieval

Yixuan Tang, Yuanyuan Shi, Yiqun Sun, Anthony Kum Hoe Tung

机构 * National University of Singapore（国立新加坡大学）； Shanghai Jiao Tong University（上海交通大学）

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

Comments Accepted by EMNLP 2025