What's all the Hype with Transformers? The Trouble with Natural Language Processing Contents Introduction The Troubles with Natural Language Processing Traditional Neural Networks Recurrent Neural Networks Outlook Introduction This post tries to highlight the practical differences between traditional RNNs and the new Transformer Architecture. We are not going to