Improving bug detection via context-based code representation learning and attention-based neural networks

Bug detection has been shown to be an effective way to help developers in detecting bugs early, thus, saving much effort and time in software development process. Recently, deep learning-based bug detection approaches have gained successes over the traditional machine learning-based approaches, the...

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Bibliographic Details
Published in:	Proceedings of ACM on programming languages Vol. 3; no. OOPSLA; pp. 1 - 30
Main Authors:	Li, Yi, Wang, Shaohua, Nguyen, Tien N., Van Nguyen, Son
Format:	Journal Article
Language:	English
Published:	01.10.2019
ISSN:	2475-1421, 2475-1421
Online Access:	Get full text
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