Steering Without Breaking: Mechanistically Informed Interventions for Discrete Diffusion Language Models.

arXiv:2605.10971v2 Announce Type: replace-cross Abstract: Discrete diffusion language models (DLMs) generate text by iteratively denoising all positions in parallel, offering an alternative to autoregressive models. Controlled generation methods for DLMs, impo