Aim

To study Long Short-Term Memory (LSTM) based sentiment analysis by modelling longer-term dependencies in text through training an LSTM on a subset of the IMDB dataset with short training epochs, and to evaluate performance using learning curves and confusion matrix, along with a brief comparison to a simple RNN.