Context-Aware Initialization for Reducing Generative Path Length in Diffusion Language Models

Tongyuan Miao, Gary Huang, Kai Jun Han +1

Diffusion Large Language Models (DLLMs) enable fully parallel token decoding but often remain impractical at inference time due to the many denoising iterations required to refine…