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arXiv — cs.AI

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DELA: Learning Controllable Edits for Diffusion Language Models

arXiv:2610.32096v1 Announce Type: new Abstract: Diffusion language models (DLMs) support bidirectional denoising and iterative refinement, but generation remains largely controlled by token-level masking schedules. This leaves draft-level refinement implicit and limits explicit…

arXiv — cs.AIBy: Xinsong Feng, Chenan Wang, Leshu Tang, Johnny Liu, Dong Li, Da Li, Haipeng ChenOctober 26, 2026 (12 hours ago)
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  • arXiv:2610.32096v1 Announce Type: new Abstract: Diffusion language models (DLMs) support bidirectional denoising and iterative refinement, but generation remains largely controlled by token-level masking schedules
  • This leaves draft-level refinement implicit and limits explicit…
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DELA: Learning Controllable Edits for Diffusion Language Models

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