The GraphEval framework constructs a Knowledge Graph from LLM output through a four-step pipeline: (1) processing input text, (2) detecting unique entities, (3) performing coreference resolution to retain only specific references, and (4) extracting relations to form triples of (entity1, relation, entity2).

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 (6)

• Knowledge Graph concept
• relation extraction concept
• triplets concept
• GraphEval concept
• coreference resolution concept
• LLM outputs concept