[TOC]
๐ https://web.stanford.edu/class/cs224n/ ๐ง
The following texts are useful, but none are required. All of them can be read free online.
- Dan Jurafsky and James H. Martin.ย Speech and Language Processing (2024 pre-release)
- Jacob Eisenstein.ย Natural Language Processing
- Yoav Goldberg.ย A Primer on Neural Network Models for Natural Language Processing
- Ian Goodfellow, Yoshua Bengio, and Aaron Courville.ย Deep Learning
- Delip Rao and Brian McMahan.ย Natural Language Processing with PyTorchย (requires Stanford login).
- Lewis Tunstall, Leandro von Werra, and Thomas Wolf.ย Natural Language Processing with Transformers
If you have no background in neural networks but would like to take the course anyway, you might well find one of these books helpful to give you more background:
- Michael A. Nielsen.ย Neural Networks and Deep Learning
- Eugene Charniak.ย Introduction to Deep Learning