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Program synthesis from natural language (NL) is practical for humans and, once technically feasible, would significantly facilitate software development and revolutionize end-user programming.
Bidirectional recurrent neural networks
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Efficient Estimation of Word Representations in Vector Space
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Efficient Tree-2-tree Autoencoders for End-to-end Processing of Abstract Syntax Trees
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RobustFill: Neural Program Learning under Noisy I/O
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