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Automated Correction for Syntax Errors in Programming Assignments using Recur...
We present a technique for providing feedback on syntax errors that uses Recurrent neural networks (RNNs) to model syntactically valid token sequences. -
TEGCER Dataset
A dataset of 15,000+ erroneous student programs which fail to compile, along with their corresponding repaired code. -
MBPP: A Dataset for Language Model Evaluation
The MBPP dataset is a collection of basic programming questions used to evaluate the performance of language models. -
APPS: A Dataset for Code Generation Evaluation
The APPS dataset is a collection of programming problems used to evaluate the performance of code generation models.
