Neural Machine Translation and Sequence-to-sequence Models: A Tutorial

Graham Neubig

arxiv:1703.01619

• 1 Introduction
• 2 Statisticakal MT Prelimiaries
• 3 n-gram Language Models
• 4 Log-linear Language Model
• 5 Neural Networks and Feed-forward Language Model
• 6 Recurrent Neural Network Language Model
• 7 Neural Encoder-Decoder Models
• 8 Attentional Neural MT
• 9 Conclusion