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RepairFormer: Automated Repair of Structured Inputs Using Transformers

Paul, Ovi et al.
arXiv (All) · Papers
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artificial-intelligencesoftware-engineering
Structured input files such as JSON, DOT, OBJ, INI, S-expression, and TinyC are widely used in software systems, but small corruptions can cause parsers to reject otherwise useful data. Repairing such inputs is important because malformed configuration, program, and data files can interrupt testing,
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