• Sentiment Classification with Neural Networks. • Named Entity Recognition with Hidden Markov Models and Conditional Random Fields. • Character Language Modelling with Recurrent Neural Networks and Temporal Convolutional Networks. • Semantic Parsing with Encoder-Decoder Models and Attention.