Deep Learning, Artificial Intelligence, Rnn, Recurrent Neural Network, Language Model.
results obtained with RNNs having LSTM units. Deep RNNs (DT(S)-RNN, DOT(S)-RNN and sRNN) outperform the conventional, shallow RNN significantly. The results by both the DOT(S)-RNN and the sRNN for word-level modeling surpassed the previous best performance achieved by an RNN with 1000 long