Methodological Principles for Deep Learning in Software Engineering
Tao Lin, Chen Fu, Xue Fu · 2021
There are increasingly deep learning approaches being used in software engineering domain. While, there are no agreement on how to adopt deep learning in this new domain. This work presents methodological principles for deep learning in software engineering. Firstly, this work summarizes how to evaluate deep learning results in software engineering. Secondly, this paper suggest methodological principle can be used in this new scenario. We construct these methodological principles as a guideline for deep learning research in software engineering.