The GraphCorrect strategy rectifies hallucinations by identifying inconsistent triples, sending the problematic triple and context back to an LLM to generate a corrected version, and substituting the new triple into the original output to ensure localized correction without altering unaffected sections.

Authors

• Person: Not available Organization: The Moonlight
  A Knowledge-Graph Based LLM Hallucination Evaluation Framework

Sources

• A Knowledge-Graph Based LLM Hallucination Evaluation Framework www.themoonlight.io The Moonlight via serper

Referenced by nodes (3)

• hallucination concept
• triplets concept
• context concept