The standard Graph-RAG system exhibits limitations when handling questions about data requirements, as LLMs tend to request the maximum range of data due to temporal uncertainty, resulting in excessive data retrieval and increased hallucinations.

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)

• hallucination concept