The GraphRAG-FI method yields an average increase of 5.03% in Hit and 3.70% in F1 compared to PageRank-based filtering across both the WebQSP and CWQ datasets.

Authors

• Person: Not available Organization: arXiv
  Empowering GraphRAG with Knowledge Filtering and Integration

Sources

• Empowering GraphRAG with Knowledge Filtering and Integration arxiv.org arXiv via serper

Referenced by nodes (3)

• ComplexWebQuestions concept
• GraphRAG-FI concept
• WebQSP concept