CAREF: Calibration-Aware Regularization for Explanation Faithfulness Without Rationale Supervision

Naphat Nithisopa, Teerapong Panboonyuen

We introduce CAREF, a parameter-efficient fine-tuning framework that jointly optimizes predictive accuracy and explanation faithfulness via calibration-aware regularization. At its…