Talks, Tutorials & Other Stuff

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

2019

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

2018

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

2017

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

2016

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