IIT Gandhinagar at SemEval-2019 Task 3: Contextual Emotion Detection Using Deep Learning
Arik Pamnani, Rajat Goel, Jayesh Choudhari, Mayank Pratap Singh · 2019
Recent advancements in Internet and Mobile infrastructure have resulted in the development of faster and efficient platforms of communication.These platforms include speech, facial and text-based conversational mediums.Majority of these are text-based messaging platforms.Development of Chatbots that automatically understand latent emotions in the textual message is a challenging task.In this paper, we present an automatic emotion detection system that aims to detect the emotion of a person textually conversing with a chatbot.We explore deep learning techniques such as CNN and LSTM based neural networks and outperformed the baseline score by 14%.The trained model and code are kept in public domain.