EAG-RL improves LLM performance on EHR mortality and readmission prediction by training on expert-generated reasoning traces and an attention-alignment RL reward.
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Toward Better EHR Reasoning in LLMs: Reinforcement Learning with Expert Attention Guidance
EAG-RL improves LLM performance on EHR mortality and readmission prediction by training on expert-generated reasoning traces and an attention-alignment RL reward.