From Truncation to Commitment: Persistent Context in Uniform Discrete Diffusion.

arXiv:2609.01043v2 Announce Type: replace-cross Abstract: Uniform-state discrete diffusion models update all tokens in parallel while keeping every position revisable. Even when the commonly used top-$p$ rule leaves only one candidate at a position, that choic