AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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DELA is introduced, a plug-in framework that enables controllable draft refinement with a frozen DLM and provides a modular approach to explicit draft-level control in diffusion language models.
DIP is proposed, a context-optimization algorithm based on average verified confidence that dynamically ranks and inserts in-context examples during generation, rather than providing all examples up front.
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