Author

Tom J King

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Preprint Aug 2026

RepairFormer: Automated Repair of Structured Inputs Using Transformers

The approach formulates repair as a supervised sequence generation task and uses format tags, oracle validation, and boundary-localized repair to generate valid outputs while preserving content, showing strongest content preservation when repairs are successful.

Ovi Paul, Tom J King, Ali Shokri · 0 citations