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Scripts description: - imdb_bidirectional_lstm: script that runs a Bidirectional LSTM model - imdb_cnn: script that runs a Convolutional NN model - imdb_cnn: script used to plot the graphics of CNN - imdb_xxxx_len: script that runs the xxxx specified model and stores the legnth of the reviews that the model failed or not to classify - imdb_GRU: script that runs a GRU model - imdb_PLSTM: script that runs a PLSTM model - plot_len_comp: script that plots the figure where LSTM and PLSTM are compared in terms of reviews length The folder phased_lstm_keras is used in the imdb_PLSTM script to run the Phased LSTM where specified No regularized --> No regularization done. A folder with the results can be found in Results.