Yunshu Wu
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126
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NLP×1AI×1
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2026
DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs
The paper introduces DSL-LLaDA, a method that lightly adapts a pre-trained masked diffusion language model to perform continuous denoising in embedding space, significantly improving text generation quality and robustness, especially under low step budgets.
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Papers
cs.CLcs.AIRecentMay 31, 2026
DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs
Longxuan Yu, Yunshu Wu, Yu Fu, Siheng Xiong +4 more
The paper introduces DSL-LLaDA, a method that lightly adapts a pre-trained masked diffusion language model to perform continuous denoising in embedding space, significantly improving text generation q…
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