Medical-specialized models may be memorizing surface-level medical terminology without developing the deeper relational understanding necessary for reliable reasoning about complex clinical scenarios, as evidenced by their failure to achieve high semantic similarity scores despite explicit medical pretraining.

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)

• semantic similarity concept