2 papers
cs.AI2026
GraphContainer: A Unified Platform for Comparing and Debugging Graph RAG Methods
Seonho An, Chaejeong Hyun, Min-Soo Kim
Graph RAG mitigates hallucinations and stale knowledge in LLMs, particularly for multi-hop question answering. However, existing approaches remain highly fragmented and incompatibl…
cs.IR2026
GraFine: Retrieval-Time Refinement for Efficient Graph RAG over Corpus Graphs
Seonho An, Chaejeong Hyun, Min-Soo Kim
Graph RAG on corpus graphs enhances retrieval by leveraging intermediate node content as contextual clues to uncover unretrieved oracle nodes. However, existing methods suffer from…