Semantic similarity and token similarity detectors for hallucination detection show very low accuracy and recall but perform well with regards to precision, indicating they are primarily useful for identifying the most evident hallucinations.

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 (2)

• hallucination detection concept
• semantic similarity concept