Author

Aimin Pan

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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, Xiao-Gang Xu, Yuhong Zhou et al. · 0 citations

#natural language process... Book Open access Aug 2026

Caduceus: MoE Foundation Models for Unifying Biological and Natural Language

This paper introduces Caduceus, a family of MoE-enhanced foundation models built with a hierarchical pre-training paradigm to jointly integrate biological and natural language, and incorporates a multi-task instruction tuning phase, enabling robust protein parsing and natural language question answering.

Mingze Yin, Yiheng Zhu, Jialu Wu et al. · Proceedings of the 32nd ACM... · 0 citations