Neural network trained on AST structural details repairs undeclared variable errors and infers types, reporting 81% success on location/identification and 80% on types for 1059 programs in the prutor dataset.
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
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Automatic Repair and Type Binding of Undeclared Variables using Neural Networks
Neural network trained on AST structural details repairs undeclared variable errors and infers types, reporting 81% success on location/identification and 80% on types for 1059 programs in the prutor dataset.