Talks, Tutorials & Other Stuff

Below you can find some videos and slides of talks and tutorials I've given.


Understanding Source Code using Natural Language and Graph Neural Networks. Computer Lab, University of Cambridge
Understanding Source Code with Deep Learning. FOSDEM
[Video] [Slides] [YouTube]


Understanding & Generating Source Code with Graph Neural Networks. ML4P
Machine Learning for Smart Software Engineering Tools. EPFL Machine Learning Days
Modelling Natural Language, Programs, and their Intersection. NAACL Tutorial
[Video] [Slides] [GitHub]


Detecting Variable Misuses with Gated Graph Neural Networks. UCL CREST Open Workshop
[Video] [Slides]
Learning to Understand Code with Machine Learning. Technion


Understanding Source Code through Machine Learning to Create Smart Software Engineering Tools. IWESEP
Probabilistic Models of Source Code: An Overview. NLSE Workshop