RAG Without Text: The S-Path-RAG Breakthrough

All rights w/ authors: S-PATH-RAG: SEMANTIC-AWARE SHORTEST-PATH RETRIEVAL AUGMENTED GENERATION FOR MULTI-HOP KNOWLEDGE GRAPH QUESTION ANSWERING Rong Fu∗ University of Macau mc46603@um.edu.mo Yemin Wang Xiamen University wangyemin@stu.xmu.edu.cn Tianxiang Xu Peking University xtx_pku@stu.pku.edu.cn Yongtai Liu Hanyang University yt2024259263@hanyang.ac.kr Weizhi Tang University of Macau mc56666@um.edu.mo Wangyu Wu University of Liverpool v11dryad@foxmail.com Xiaowen Ma Zhejiang University xwma@zju.edu.cn Simon Fong University of Macau ccfong@um.edu.mo arXiv:2603.23512 #airesearch #aiexplained #graphrag #topology #mathematics