AINeutralarXiv – CS AI · 2h ago6/10
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C-MIG: Multi-view Information Gain-based Retrieval-Augmented Generation for Clinical Diagnosis Reasoning
Researchers introduce C-MIG, a retrieval-augmented generation framework that improves clinical diagnosis reasoning by using multi-view information gain instead of binary reward signals. The method outperforms existing RAG-RL approaches on medical benchmarks by better capturing semantically relevant information and addressing credit assignment challenges in healthcare AI systems.