Lecture 10 (06/04/2018): Recurrent Neural Networks and LSTM; POS tagging with LSTMs in TensorFlow

Introduction to Recurrent Neural Networks (RNNs): definitions and configurations. Simple RNN, CBOW as RNN, gated architectures, Long-Short Term Memory networks (LSTMs). Neural POS tagging with LSTMs in TensorFlow.