In the second stage of experiments, the KG-IRAG framework is compared against Graph-RAG and KG-RAG (Sanmartin, 2024) by evaluating generated answers against true answers using exact match, F1 Score, and Hit Rate metrics, while hallucinations are judged based on the answers generated by the LLMs under each framework.

Authors

• Person: Not available Organization: arXiv
  KG-IRAG: A Knowledge Graph-Based Iterative Retrieval-Augmented ...

Sources

• KG-IRAG: A Knowledge Graph-Based Iterative Retrieval-Augmented ... arxiv.org arXiv via serper

Referenced by nodes (4)

• KG-IRAG concept
• F1 score concept
• Exact Match concept
• Hit Rate concept