Reason2Decide: Rationale-Driven Multi-Task Learning

ArXi:2512.20074v2 Announce Type: replace Despite the wide adoption of Large Language Models (LLM)s, clinical decision 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 propose Reason2Decide, a two-stage