Ren-Jie Pi

Reflective Recovery: A Self-Supervised Method for Reasoning by Learning from Mistakes

Reflective Recovery is proposed, a simple yet effective self-supervised approach that transforms failed reasoning attempts into recovery training data and enables models to develop emergent self-correction behaviors, representing a paradigm shift from outcome-oriented memorization to process-oriented reflective reasoni...