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News/SHADOWBENCH: Toward Reliable Automatic Evaluation of Semantic Alignment in Autoformalization
arxiv
PublishedSeptember 3, 2026 at 4:00 AM

SHADOWBENCH: Toward Reliable Automatic Evaluation of Semantic Alignment in Autoformalization

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arXiv:2608.29270v2 Announce Type: replace-cross Abstract: Autoformalization translates informal mathematical theorems into code for proof assistants such as Lean. A central challenge is that current evaluation metrics can accept type-correct but misaligned statements or reject correct statements wri

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