Learning Deep Semantics for Test Completion

Writing tests is a time-consuming yet essential task during software development. We propose to leverage recent advances in deep learning for text and code generation to assist developers in writing tests. We formalize the novel task of test completion to automatically complete the next statement in...

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Vydané v:	Proceedings / International Conference on Software Engineering s. 2111 - 2123
Hlavní autori:	Nie, Pengyu, Banerjee, Rahul, Li, Junyi Jessy, Mooney, Raymond J., Gligoric, Milos
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 01.05.2023
Predmet:	Codes Deep learning deep neural networks Java Measurement Predictive models programming language semantics Semantics test completion Writing
ISSN:	1558-1225
On-line prístup:	Získať plný text
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