Author

Hongya Lyu

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Preprint Aug 2026

MathForm: Scaling Mathematical Autoformalization with Knowledge Retrieval and Verification-Guided Refinement

MathForm is introduced, an autoformalization framework for constructing verified training data through Mathlib knowledge retrieval and verification-guided iterative refinement, and outperforming multiple specialized 32B autoformalizers.

Lushi Pu, Weiming Zhang, Xinheng Xie et al. · 0 citations