System Prompting provides complementary gains to Chain-of-Thought (CoT) reasoning in reducing hallucination rates, as seen in o3-mini (baseline 80.4% to System Prompt 81.4% to CoT 90.7%) and deepseek-r1 (baseline 86.6% to System Prompt 84.5% to CoT 90.7%).

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 (3)

• hallucination rate concept
• DeepSeek-R1 concept
• o3-mini concept