MerIt: improving neural program synthesis by merging collective intelligence

Program synthesis is the task of automatically generating programs from user intent, which is one of the central problems in automated software engineering. Recently many researchers use a neural network to learn the distribution over programs based on user intent (such as API and type name), known...

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Veröffentlicht in:	Automated software engineering Jg. 29; H. 2; S. 45
Hauptverfasser:	Zhang, Yating, Wang, Daiyan, Dong, Wei
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York Springer US 01.11.2022 Springer Nature B.V
Schlagworte:	Algorithms Ant colony optimization Artificial Intelligence Automation Computer Science Intelligence (information) Neural networks Software engineering Software Engineering/Programming and Operating Systems Synthesis Neural program synthesis Collective intelligence Swarm intelligence User intent Pattern mining
ISSN:	0928-8910, 1573-7535
Online-Zugang:	Volltext
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