Sarcasm Detection in News Headlines using Deep Learning, Word2Vec and LIWC

In this article, we are going to discuss sarcasm detection in news headlines. For this purpose, we are going to use a public dataset from Kaggle. We are going to use deep learning methods to classify dataset moreover we are going to use Linguistic Inquiry and Word Count (LWIC) features. The dataset is public and you can download it from Kaggle using the link. The dataset was collected two news websites: TheOnion aims at producing sarcastic versions of current events, whereas HuffPost publishes real news.