In the context of LLMs, semantic equivalence is used to identify hallucinations by comparing multiple outputs sampled from the same input for contradictions or self-inconsistencies, or to verify if a model-generated medical report accurately reflects a reference report.

Authors

• Person: Not available Organization: medRxiv
  Medical Hallucination in Foundation Models and Their Impact on ...

Sources

• Medical Hallucination in Foundation Models and Their Impact on ... www.medrxiv.org medRxiv via serper

Referenced by nodes (1)

• hallucination concept