The Standard Graph-RAG, KG-RAG, and KG-IRAG systems perform similarly on Question 1 because Large Language Models can reliably identify entity names and times in queries to retrieve correct data through a single Question-Answering interaction without requiring step-by-step reasoning.

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 (1)

• KG-IRAG concept