Query-Aware Spreading Activation for Multi-Hop Retrieval over Knowledge Graphs

Illia Makarov, Mykola Glybovets

Retrieval-augmented generation built on knowledge graphs (Graph RAG) outperforms flat passage retrieval on multi-hop question answering by leveraging graph structure. In most exist…