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cs.CL2026

Beyond a Single Judge: The Evidence-Grounded, Social-Weighted Persona Panel for Generative UI Evaluation

Zheng Wu, Yibo Luo, Pu Zhang +2

The paper introduces ESPP, a three-stage evaluation framework that uses a panel of diverse, evidence‑grounded personas to rate generative UI screenshots, improving alignment with h…