Can I read Inferring Javascript types using Graph Neural Networks on EtoBox?

Inferring Javascript types using Graph Neural Networks by Schrouff, Jessica; Wohlfahrt, Kai; Marnette, Bruno; Atkinson, Liam is a scholarly article available to read on EtoBox.

What is Inferring Javascript types using Graph Neural Networks about?

The recent use of `Big Code' with state-of-the-art deep learning methods offers promising avenues to ease program source code writing and correction. As a first step towards automatic code repair, we implemented a graph neural network model that predicts token types for Javascript programs. The predictions achieve an accuracy above $90\%$, which improves on previous similar work.

Author

Schrouff, Jessica; Wohlfahrt, Kai; Marnette, Bruno; Atkinson, Liam

Published

2019

Language

EN