Reason2Decide applies staged multi-task learning with scheduled sampling to improve both prediction accuracy and rationale fidelity in clinical tasks using models 40x smaller than foundation models.
Persistent severe ear pain without fever or infection signs requires timely medical evaluation to prevent complications and ensure appropriate treatment
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Reason2Decide: Rationale-Driven Multi-Task Learning
Reason2Decide applies staged multi-task learning with scheduled sampling to improve both prediction accuracy and rationale fidelity in clinical tasks using models 40x smaller than foundation models.