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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Bibliographic Details

Published in:	Proceedings / International Conference on Software Engineering pp. 2111 - 2123
Main Authors:	Nie, Pengyu, Banerjee, Rahul, Li, Junyi Jessy, Mooney, Raymond J., Gligoric, Milos
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.05.2023
Subjects:	Codes Deep learning deep neural networks Java Measurement Predictive models programming language semantics Semantics test completion Writing
ISSN:	1558-1225
Online Access:	Get full text
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