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ThinkTuning: Instilling Cognitive Reflections without Distillation

Aswin RRV, Jacob Dineen, Divij Handa, Md Nayem Uddin, Mihir Parmar, Chitta Baral, Ben Zhou

EMNLP 2025 2025 Training

Abstract

A GRPO-based interactive training method where a teacher model gives corrective feedback on a student model’s rollouts, instilling self-reflective reasoning without distillation.

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