RPRO: Ranked Preference Reinforcement Optimization for Enhancing Medical QA and Diagnostic Reasoning

arXiv:2509.00974 · cs.CL · Submitted 2025-08-31 · Read on arXiv

cs.CL

Submitted: 2025-08-31

Updated: 2026-10-14

Terminology

• Ranked Preference Reinforcement Optimization — 2× in this paper
• Accuracy — 1× in this paper · explained in 1 episode
• Adaptive Reasoning — 1× in this paper · explained in 2 episodes
• Chain-of-Thought (CoT) — 1× in this paper · explained in 4 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes
• Regularization — 1× in this paper · explained in 3 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes

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