JTML at SemEval-2019 Task 6: Offensive Tweets Identification using Convolutional Neural Networks

SEMEVAL 2019 Johnny TorresCarmen Vaca

In this paper, we propose the use of a Convolutional Neural Network (CNN) to identify offensive tweets, as well as the type and target of the offense. We use an end-to-end model (i.e., no preprocessing) and fine-tune pre-trained embeddings (FastText) during training for learning words{'} representation... (read more)

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