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#machine learning Preprint Oct 2026

On the Design Space of Continuous Diffusion Language Models

It is shown that self-conditioning corrects a train/inference mismatch by exposing the model to inference-like states that are otherwise rare during training, and cross-entropy drives embeddings towards a geometry whose decoding error rate closely matches the one-hot one.

Oscar Davis, D. Roos, Alice Bizeul et al. · 0 citations

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