KG-IRAG has three identified limitations: (1) the reasoning mechanism requires further enhancement for accurate and efficient data management; (2) imperfect retrieval of extra data remains a challenge that impacts performance; and (3) there is a potential need to balance the use of internal and external knowledge, as discussed by Wang et al. (2024).

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