Next-Concept Modeling: Fast, Parallel Coarse-to-Fine Text Generation
arXiv:2610.14162v1 Announce Type: new Abstract: Diffusion language models (DLMs) offer parallel sampling for faster generation than autoregressive models, an increasingly important advantage as inference becomes a dominant computational workload. However, DLMs degrade quickly with fewer sampling st…
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- 2026-10-14 04:00 · arXiv cs.CL
Next-Concept Modeling: Fast, Parallel Coarse-to-Fine Text Generation