RepairFormer: Automated Repair of Structured Inputs Using Transformers
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, analysis, deployment, and downstream automation even when most of the original content remains intact. Existing repair techniques can produce structurally valid inputs, but they often rely on deletio
Record details
Published: 5 August 2026
Source: arXiv cs.AI
Category: Research
Topics: Jobs & economy
Retrieved: 6 August 2026
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ethics.ai (5 August 2026), “RepairFormer: Automated Repair of Structured Inputs Using Transformers,” evidence record 16921, https://ethics.ai/record/16921 (originally published by arXiv cs.AI).
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