Don't Worry About Quality: Robust Multi-Hop Retrieval despite Issues in Knowledge Graphs

Yizhuo Ma, Jinchuan Xu, Tao Wen +10

Graph Retrieval-Augmented Generation (GraphRAG) has made substantial progress in multi-hop reasoning, but typically assumes that constructed knowledge graphs (KGs) provide sufficie…