For use cases where precision is the highest priority, the token similarity, LLM prompt-based, and semantic similarity methods are recommended, whereas the BERT stochastic method outperforms other methods for high recall.

Authors

• Person: Not available Organization: Amazon Web Services
  Detect hallucinations for RAG-based systems - AWS

Sources

• Detect hallucinations for RAG-based systems - AWS aws.amazon.com Amazon Web Services via serper

Referenced by nodes (3)

• Precision concept
• recall concept
• semantic similarity concept