Aggression Identification Using Deep Learning and Data Augmentation

This system description paper presents a proposal to augment the provided dataset to increase the number of labeled comments from 15,000 to 60,000, and introduces linguistic variety into the dataset, to train a special deep neural net, which generalizes especially well to unseen data.