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P. Dat

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Preprint Jul 2026

dOPSD: On-Policy Self-Distillation for Diffusion Language Models

dOPSD derives the teacher's privilege directly from the student's own denoising trajectory, evaluating masked positions using later, more-decoded steps of that same trajectory rather than an external label, so the teacher's advantage emerges from the model's own decoding process.

P. Dat, Qi Li, Xinchao Wang · 0 citations