Unmask the State: When Does State Adaptation Matter for Masked Diffusion Language Models.

arXiv:2609.33355v1 Announce Type: new Abstract: Masked diffusion language models (MDMs) admit flexible generation orders, making the unmasking strategy an inference decision. Existing methods vary in how they prioritize positions, control parallelism, restrict