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Shao-Lei Zhang

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Preprint Aug 2026

WebGrader: Training LLMs for Web Development with Self-Evolving Programmatic Grader

WebGrader is proposed, a self-evolving programmatic grader that autonomously derives the required interaction flows from each website request, represents each flow as an executable Flow Contract, and uses its execution outcome as an RL reward.

Boshui Chen, Huiping Liu, Shao-Lei Zhang · 0 citations

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