Self-Evaluation, also known as Self-Reflection or LLM as a judge, is a technique where an LLM is asked to evaluate its own generated answer and rate its confidence on a 1-5 Likert scale.

Authors

• Person: Not available Organization: Cleanlab
  Benchmarking Hallucination Detection Methods in RAG - Cleanlab

Sources

• Benchmarking Hallucination Detection Methods in RAG - Cleanlab cleanlab.ai Cleanlab via serper

Referenced by nodes (2)

• LLM-as-a-judge concept
• Likert scale concept