The GraphEval and GraphCorrect framework detects hallucinations by extracting knowledge graph triples from LLM output and comparing their entailment against provided context, then corrects them by prompting an LLM to generate factually correct triples and replacing the non-factual information.

Authors

• Person: Not available Organization: GitHub
  EdinburghNLP/awesome-hallucination-detection - GitHub

Sources

• EdinburghNLP/awesome-hallucination-detection - GitHub github.com GitHub via serper

Referenced by nodes (1)

• GraphEval concept