The medical-specialized model PMC-Llama exhibits a 46.1% relative improvement in hallucination resistance when using search-augmented generation, increasing from a 40.8% baseline to 59.9% (p = 1.9 × 10−12, q = 8.8 × 10−11 after FDR correction).

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 resistance concept