BWhat changed
Generated natural-language informalizations of Lean4 and Isabelle statements to build a large paired corpus, then finetuned and compared multilingual-formal-language autoformalizers.
Scientific scope
Generated natural-language informalizations of Lean4 and Isabelle statements to build a large paired corpus, then finetuned and compared multilingual-formal-language autoformalizers. Multilingual here includes multiple formal languages, not guaranteed all human languages. Reverse-generated descriptions may be inaccurate; reported acceptable-with-minimal-correction outputs are not all exact verified translations. Inherits backtranslation and human formal libraries.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Multilingual here includes multiple formal languages, not guaranteed all human languages. Reverse-generated descriptions may be inaccurate; reported acceptable-with-minimal-correction outputs are not all exact verified translations. Inherits backtranslation and human formal libraries.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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