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arXiv cs.CL·

Constrained Code Generation with Discrete Diffusion

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In three linesDiscrete diffusion models generate code through iterative refinement. CDC (Constrained Diffusion for Code) integrates constraints directly into the denoising process without additional training, combining mathematical optimization and program analysis to improve functional correctness, security, and syntax.
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