DConstrain: Compiling Context-Parameterized Transitions for Diffusion Language Model Constrained Decoding.

arXiv:2610.30920v1 Announce Type: new Abstract: Diffusion language models (DLMs) decode multiple tokens in parallel, so individually valid tokens can be incompatible together under a schema. Exact joint inference over a grammar graph enforces compatibility, bu