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Bug Reports and Deep Learning Models

Journal: International Journal of Computer Science and Mobile Computing - IJCSMC (Vol.10, No. 12)

Publication Date:

Authors : ; ;

Page : 21-26

Keywords : Deep Learning; Convolutional Neural Networks; Gated Recurrent Unit; Neural Networks; Bug Reports;

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Deep Learning is one of the emerging and trending research area of machine learning in various domains. The paper describes the deep learning approaches applied to the domain of Bug Reports. The paper classifies the tasks being performed for mining of Bug Reports into Bug Report Classification, Bug Localization, Bug Report Summarization and Duplicate Bug Report Detection. The paper systematically discusses about the deep learning approaches being used for the mentioned tasks, and the future directions in this field of research.

Last modified: 2021-12-27 02:15:05