Where Should Diffusion Enter a Language Model? Geometry-Guided Hidden-State Replacement.

arXiv:2605.14368v2 Announce Type: replace-cross Abstract: Continuous diffusion language models require choosing a representation space in which denoising operates, yet it remains unclear which representations are most compatible with diffusion. We study a basi