Applying machine learning and deep learning representations on source code for various problems. This area is connected to Big Code as many times it involves mining large software repositories. The related bliki page contains a sections discussing papers and resources around the area.
Codrep 2019 competitions
gh-downloader is a useful tool for downloding GitHub repositories in archive format for further processing.
I've worked on the subject with diploma theses students in the following proejcts: