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importantSYS.SOURCE: Kuleshov Group• 2026-08-30T23:41:32Z

Constructing Diffusion Language Models: Techniques, Architectures, and Applications

The article explains techniques for building diffusion language models, focusing on masking-based approaches, iterative refinement, and architectural innovations that enable controllable text generation. It highlights advancements from 2024 to 2026, including open-source models and comparisons with autoregressive frameworks.

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