Ablating either Chain-of-Thought (CoT) or Medical Knowledge Graph (MKG) integration in the AMG-RAG system causes a considerable degradation in accuracy and F1 score, demonstrating that structured multi-hop reasoning and medical knowledge grounding are indispensable for delivering accurate and evidence-based answers.

Authors

• Person: Not available Organization: arXiv
  Bridging the Gap Between LLMs and Evolving Medical Knowledge

Sources

• Bridging the Gap Between LLMs and Evolving Medical Knowledge arxiv.org arXiv via serper

Referenced by nodes (3)

• chain-of-thought concept
• Medical Knowledge Graph concept
• AMG-RAG concept