Since, emotion detection is a classification problem, research works have been carried out by using machine learning with lexical features (Sharma et al., 2017) and deep learning with deep neural network (Phan et al., 2016) and convolutional neural network<cite> (Zahiri and Choi, 2018)</cite> to detect the emotions from text.