11 citations · 20 across the 4 of their papers we have counts for
4 papers
Logical Segmentation of Source Code
Jacob Dormuth, Ben Gelman, Jessica Moore +1
Many software analysis methods have come to rely on machine learning approaches. Code segmentation - the process of decomposing source code into meaningful blocks - can augment the…
A Language-Agnostic Model for Semantic Source Code Labeling
Ben Gelman, Bryan Hoyle, Jessica Moore +2
Code search and comprehension have become more difficult in recent years due to the rapid expansion of available source code. Current tools lack a way to label arbitrary code at sc…
A Convolutional Neural Network for Language-Agnostic Source Code Summarization
Jessica Moore, Ben Gelman, David Slater
Descriptive comments play a crucial role in the software engineering process. They decrease development time, enable better bug detection, and facilitate the reuse of previously wr…
Automated data validation: an industrial experience report
Lei Zhang, Sean Howard, Tom Montpool +3
There has been a massive explosion of data generated by customers and retained by companies in the last decade. However, there is a significant mismatch between the increasing volu…