Rethinking Retrieval-Augmented Generation for Medicine: A Large-Scale, Systematic Expert Evaluation and Practical Insights Paper • 2511.06738 • Published Nov 10, 2025
Rationale-Guided Retrieval Augmented Generation for Medical Question Answering Paper • 2411.00300 • Published Nov 1, 2024
Med-CoReasoner: Reducing Language Disparities in Medical Reasoning via Language-Informed Co-Reasoning Paper • 2601.08267 • Published Jan 13
Process Reward Agents for Steering Knowledge-Intensive Reasoning Paper • 2604.09482 • Published 5 days ago • 4
Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models Paper • 2401.15269 • Published Jan 27, 2024 • 2
MedAgentsBench: Benchmarking Thinking Models and Agent Frameworks for Complex Medical Reasoning Paper • 2503.07459 • Published Mar 10, 2025 • 16
Med-PRM: Medical Reasoning Models with Stepwise, Guideline-verified Process Rewards Paper • 2506.11474 • Published Jun 13, 2025 • 18
Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks Paper • 2404.00376 • Published Mar 30, 2024 • 5