Validity-Calibrated Reasoning Distillation.

arXiv:2605.04078v3 Announce Type: replace-cross Abstract: Reasoning distillation aims to transfer multi-step reasoning capabilities from large language models to smaller, efficient ones. While recent methods have shown promising gains, they typically rely on s