An Ensemble Approach for Annotating Source Code Identifiers with Part-of-speech Tags

1 code implementation • 1 Sep 2021 • Christian D. Newman, Michael J. Decker, Reem S. AlSuhaibani, Anthony Peruma, Satyajit Mohapatra, Tejal Vishnoi, Marcos Zampieri, Mohamed W. Mkaouer, Timothy J. Sheldon, Emily Hill

We study the quality of the ensemble's annotations on five different types of identifier names: function, class, attribute, parameter, and declaration statement at the level of both individual words and full identifier names.

Attribute Part-Of-Speech Tagging

How We Refactor and How We Document it? On the Use of Supervised Machine Learning Algorithms to Classify Refactoring Documentation

no code implementations • 26 Oct 2020 • Eman Abdullah AlOmar, Anthony Peruma, Mohamed Wiem Mkaouer, Christian Newman, Ali Ouni, Marouane Kessentini

To cope with the above-mentioned limitations, we aim to better understand what motivates developers to apply refactoring by mining and classifying a large set of 111, 884 commits containing refactorings, extracted from 800 Java projects.