一作ACL 2026Findings· Findings of ACL
F ast D i SS : Few-step Match Many-step Diffusion Language Model on Sequence-to-Sequence Generation
Dat Nguyen Cong · Tung Kieu · Hoang Thanh-Tung
摘要
Self-conditioning has been central to the success of continuous diffusion language models, as it allows models to correct previous errors. Yet its ability degrades precisely in the regime where diffusion is most attractive for deployment: few-step sampling for fast inference. In this study, we sh...