GraphRAG systems constructed using dependency parsing achieve performance comparable to those using GPT-4o for triplet extraction, indicating that dependency graph-based GraphRAG is a strong alternative for retrieval tasks.

Authors

• Person: Not available Organization: arXiv
  Efficient Knowledge Graph Construction and Retrieval from ... - arXiv

Sources

• Efficient Knowledge Graph Construction and Retrieval from ... - arXiv arxiv.org arXiv via serper

Referenced by nodes (1)

• GPT-4 concept