smythfoam

NLP

The canon

http://web.stanford.edu/class/cs224n/

https://web.stanford.edu/~jurafsky/slp3/

A Primer on Neural Network Models for Natural Language Processing https://arxiv.org/abs/1510.00726

Blogs and Newsletters

https://ruder.io

ttp://jalammar.github.io

https://dair.ai/ https://github.com/dair-ai

Podcasts

Other resources

New LLM course at Stanford: https://stanford-cs324.github.io/winter2022/

Fast.ai http://phontron.com/class/anlp2021/ https://www.cs.jhu.edu/~jason/465/ https://nlp.stanford.edu/fsnlp/ https://www.cs.colorado.edu/~martin/slp.html

A list https://www.kdnuggets.com/2019/10/10-free-top-notch-courses-natural-language-processing.html

Basics: https://www.datasciencecentral.com/profiles/blogs/your-guide-to-natural-language-processing-nlp

https://www.kdnuggets.com/2020/01/intro-guide-nlp-data-scientists.html

Variability and Consistency in Early Language Learning, The Wordbank Project: https://wordbank-book.stanford.edu/index.html

https://lena-voita.github.io/nlp_course.html