- CS224n: Natural Language Processing with Deep Learning
- A Primer on Neural Network Models for Natural Language Processing by Yoav Goldberg
- Neural Network Methods for Natural Language Processing by Yoav Goldberg
- Natural Language Processing by Jacob Eisenstein; PDF
- The Annotated Transformer by Alexander Rush
- Speech and Language Processing by Dan Jurafsky and James H. Martin