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• 论文公开站arXiv2026年10月5日 2:13

  Pivot-SD: Efficient Self-Distillation for Masked Diffusion Language Models

  Masked diffusion language models (dLMs) offer a promising parallel alternative to autoregressive models for complex reasoning. However, they face a distinct credit-assignment challenge, since a few commitments during denoising sharply reduce the uncertainty over the remaining mas

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