Tweeted By @gneubig
Finished uploading all videos for 2019 edition of CMU CS11-747 "Neural Networks for NLP": https://t.co/4qk88kWsJt
— Graham Neubig (@gneubig) April 26, 2019
Like other offerings (e.g. Stanford CS224n) it covers basics, but it's also a grad course with more topics, so it might be a good choice if you want to go deeper!