Generative Code Modeling with Graphs

Generative models for source code are an interesting structured prediction problem, requiring to reason about both hard syntactic and semantic constraints as well as about natural, likely programs. We present a novel model for this problem that uses a graph to represent the intermediate state of the...

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Hauptverfasser:	Brockschmidt, Marc, Allamanis, Miltiadis, Gaunt, Alexander L, Polozov, Oleksandr
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning Computer Science - Programming Languages Statistics - Machine Learning
Online-Zugang:	Volltext bestellen
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