AI RESEARCH
Consistent Diffusion Language Models
arXiv CS.LG
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ArXi:2605.00161v1 Announce Type: new Diffusion language models (DLMs) are an attractive alternative to autoregressive models because they promise sublinear-time, parallel generation, yet practical gains remain elusive as high-quality samples still demand hundreds of refinement steps. In continuous domains, consistency