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Chen Wang

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#artificial intelligence Preprint Sep 2026

Benchmarking Language Models for Statistical Problem Formulation

StatFormBench is introduced, a benchmark built from five cross-domain statistics textbooks and a data science case library, covering diverse problem types, data representations, and scenario styles, and no model performs consistently best across the two subtasks.

Chen Wang, Jun-Zhe Zhao, Xin Cong et al. · 0 citations