RepairFormer: Automated Repair of Structured Inputs Using Transformers

Ovi Paul, Tom J King, Ali Shokri

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…