A potential limitation of the LLM-as-a-judge approach is that because hallucinations stem from the unreliability of Large Language Models, relying on the same model to evaluate itself may not sufficiently close the reliability gap.

Authors

• Person: Not available Organization: Cleanlab
  Real-Time Evaluation Models for RAG: Who Detects Hallucinations ...

Sources

• Real-Time Evaluation Models for RAG: Who Detects Hallucinations ... cleanlab.ai Cleanlab via serper

Referenced by nodes (2)

• Large Language Models concept
• LLM-as-a-judge concept