Ting Wang

KAMR: Grounding Generation via Knowledge-Aligned Multi-hop Retrieval

Graph-based retrieval-augmented generation increasingly relies on multi-hop retrieval, where answering a query requires composing multiple connected knowledge-graph triplets. However, existing retrievers often rank triplets independently via global semantic matching. Moreover, many multi-hop benchmarks provide only fin...