Deep Learning for Source Code Modeling and Generation: Models, Applications, and Challenges

Deep Learning (DL) techniques for Natural Language Processing have been evolving remarkably fast. Recently, the DL advances in language modeling, machine translation, and paragraph understanding are so prominent that the potential of DL in Software Engineering cannot be overlooked, especially in the...

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Veröffentlicht in:	ACM computing surveys 2020-06, Vol.53 (3), p.1-38
Hauptverfasser:	Le, Triet H. M., Chen, Hao, Babar, Muhammad Ali
Format:	Artikel
Sprache:	eng
Schlagworte:	Coders Cognitive tasks Computer science Deep learning Encoders-Decoders Machine translation Modelling Natural language processing Software engineering Source code
Online-Zugang:	Volltext
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