  In this paper, We present our approach for IEEEBigMM 2020, Grand Challenge
(BMGC), Identifying senti-ments from tweets related to the MeToo movement. The
modelis based on an ensemble of Convolutional Neural Network,Bidirectional LSTM
and a DNN for final classification. Thispaper is aimed at providing a detailed
analysis of the modeland the results obtained. We have ranked 5th out of 10
teamswith a score of 0.51491
