LGMay 16, 2019
Inferring Javascript types using Graph Neural NetworksJessica Schrouff, Kai Wohlfahrt, Bruno Marnette et al.
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.