Prefix-Denoising Consistency: Test-Time Verification for Diffusion Language Models

Yuki Ichihara, Naoto Iwase, Mohammad Atif Quamar +1

Diffusion Language Models (DLMs) have recently become increasingly competitive with autoregressive (AR) models, and even outperform them on certain tasks. Unlike AR models, DLMs pr…