Segment-Level Diffusion generates long-form text by planning per-segment latent representations with a diffusion transformer and decoding them in parallel.
In International Conference on Ma- chine Learning, ICML 2023, 23-29 July 2023, Hon- olulu, Hawaii, USA, volume 202 of Proceedings of Machine Learning Research , pages 21051–21064
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Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models
Segment-Level Diffusion generates long-form text by planning per-segment latent representations with a diffusion transformer and decoding them in parallel.