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

Injin Kong, Sunghwan Choi, Yohan Jo

Masked diffusion language models (MDMs) admit flexible generation orders, making the unmasking strategy an inference decision. Existing methods vary in how they prioritize position…