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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Vydáno v:	Automated software engineering Ročník 29; číslo 2; s. 45
Hlavní autoři:	Zhang, Yating, Wang, Daiyan, Dong, Wei
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York Springer US 01.11.2022 Springer Nature B.V
Témata:	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
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