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Author

Kainuo Hou

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Jul 2026

Rethinking the Generation Order of Block Diffusion Language Models

This work proposes Parallel Autoregressive Decoding (PARD), a simple training-free sampling method that preserves left-to-right unmasking structure while allowing parallel token commitment and consistently outperforms existing parallel samplers in generation quality.

Kai-Nuo Hou, James T. Kwok · 0 citations

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