I have fond memories of cs224d [1] taught by richardsocher. It’s a bit dated now as it was created in the pre-transformer era, but it was very cool introduction to applying deep learning to nlp at the time.

[1] https://cs224d.stanford.edu

Are video lectures available online?

Youtube playlist link from the page https://www.youtube.com/watch?v=JuoVZkPBiKk&list=PLoROMvodv4...

Thanks for releasing this again! What are this year's changes to prior offerings?