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Reason2Decide: Rationale-Driven Multi-Task Learning

Published in arXiv (Cornell University) • Dec 23, 2025
Authors:
H M Quamran Hasan
,
Housam Khalifa Bashier
,
Jiayi Dai

Abstract

Despite the wide adoption of Large Language Models (LLM)s, clinical decision support systems face a critical challenge: achieving high predictive accuracy while generating explanations aligned with the predictions. Current approaches suffer from exposure bias leading to misaligned explanations. We p...

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