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Le-Zhi Yu

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Preprint Aug 2026

Beyond Execution: Auditing Experimental Fidelity in LLM-Driven Scientific Research

ABE-Ralph is introduced, a reference-anchored auditing framework that represents claims, protocols, required components, baselines, and metrics as structured experimental constraints, guides implementation through an 8-step workflow, and performs quantitative, qualitative, and code-level verification.

Le-Zhi Yu, Xiaogang Xu, Yuhong Zhou et al. · 0 citations