FSE 2016 All Events

24th ACM SIGSOFT International Symposium on the Foundations of Software Engineering (FSE 2016), November 13–18, 2016, Seattle, WA, USA

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Doctoral Symposium
Seattle 3, Chair: Felienne Hermans, Emerson Murphy-Hill
Guided Code Synthesis using Deep Neural Networks
Carol V. Alexandru
(University of Zurich, Switzerland)
Publisher's Version
Abstract: Can we teach computers how to program? Recent advances in neural network research reveal that certain neural networks are able not only to learn the syntax, grammar and semantics of arbitrary character sequences, but also synthesize new samples `in the style of' the original training data. We explore the adaptation of these techniques to code classification, comprehension and completion.

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Time stamp: 2019-03-26T21:01:33+01:00