Studies - cs224n

CS224n: Natural Language Processing with Deep Learning
Official site: http://web.stanford.edu/class/cs224n/index.html

based on the original lecture in Winter 2021

  • 2022-03-02 cs224n - Lecture 1. Word Vectors
  • 2022-03-05 cs224n - Lecture 2. Neural Classifiers
  • 2022-03-08 cs224n - Lecture 3. Backprop and Neural Networks
  • 2022-03-11 cs224n - Lecture 4. Dependency Parsing
  • 2022-03-15 cs224n - Lecture 5. Language Models and RNNs
  • 2022-03-20 cs224n - Lecture 6. Simple and LSTM RNNs
  • 2022-03-23 cs224n - Lecture 7. Translation, Seq2Seq, Attention
  • 2022-03-23 cs224n - Lecture 8. Attention (Contd.)
  • 2022-03-26 cs224n - Lecture 9. Self-Attention and Transformers
  • 2022-08-15 cs224n - Lecture 10. Transformers and Pretraining