Match the Canvas, Not Just the Answer: Predictability-Aware SFT for Diffusion Language Models.

arXiv:2610.18001v1 Announce Type: cross Abstract: Diffusion language models (DLMs) enable flexible parallel generation by resolving tokens according to the model's evolving predictability rather than a fixed left-to-right order. This flexibility, however, intr