From Denoising Dynamics to Endpoint Uncertainty in Diffusion Language Models.

arXiv:2610.35425v1 Announce Type: new Abstract: Predictive uncertainty in stochastic language-model inference can be characterized by repeatedly sampling an input and measuring the distribution of outputs. This requires multiple complete generations. Masked di