The Cleanlab team utilizes chain-of-thought (CoT) prompting in Self-Evaluation to improve the technique by asking the LLM to explain its reasoning before outputting a confidence score.

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 (3)

• chain-of-thought concept
• LLM-as-a-judge concept
• Cleanlab entity