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20242026
most citedMedPAIR: Measuring Physicians and AI Relevance Alignment in Medical Question Answering

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cs.LG2026

Reaching Beyond the Mode: RL for Distributional Reasoning in Language Models

Isha Puri, Mehul Damani, Idan Shenfeld +3

Given a question, a language model (LM) implicitly encodes a distribution over possible answers. In practice, post-training procedures for LMs often collapse this distribution onto…