Link: Stanford CS224N NLP with Deep Learning ｜ Winter 2021 ｜ Lecture 9 - Self- Attention and Transformers
Link: Stanford CS224N NLP with Deep Learning ｜ Winter 2021 ｜ Lecture 17 - Model Analysis and Explanation
Link: Stanford CS224N NLP with Deep Learning ｜ Spring 2022 ｜ Guest Lecture： Scaling Language Models
Link: Stanford CS224N NLP with Deep Learning ｜ Winter 2021 ｜ Lecture 13 - Coreference Resolution
Link: Stanford CS224N - NLP w⧸ DL ｜ Winter 2021 ｜ Lecture 4 - Syntactic Structure and Dependency Parsing
Link: Stanford CS224N NLP with Deep Learning ｜ Winter 2021 ｜ Lecture 10 - Transformers and Pretraining
Link: Stanford CS224N NLP with Deep Learning ｜ Winter 2021 ｜ Lecture 11 - Question Answering
Link: Stanford CS224N： NLP with Deep Learning ｜ Winter 2021 ｜ Lecture 1 - Intro _ Word Vectors
Link: Stanford CS224N NLP with Deep Learning ｜ Winter 2021 ｜ Lecture 7 - Translation, Seq2Seq, Attention
Link: Stanford CS224N NLP with Deep Learning ｜ Winter 2021 ｜ Lecture 6 - Simple and LSTM RNNs
Link: Stanford CS224N NLP with Deep Learning ｜ Winter 2021 ｜ Lecture 2 - Neural Classifiers
Link: Stanford CS224N NLP with Deep Learning ｜ Winter 2021 ｜ Lecture 16 - Social _ Ethical Considerations
Link: Stanford CS224N： NLP with Deep Learning ｜ Winter 2020 ｜ Low Resource Machine Translation
Link: Stanford CS224N NLP with Deep Learning ｜ Winter 2021 ｜ Lecture 8 - Final Projects_ Practical Tips
Link: Stanford CS224N NLP with Deep Learning ｜ Winter 2021 ｜ Lecture 14 - T5 and Large Language Models
Link: Stanford CS224N - NLP w⧸ DL ｜ Winter 2021 ｜ Lecture 5 - Recurrent Neural networks (RNNs)
Link: Stanford CS224N： NLP with Deep Learning ｜ Winter 2020 ｜ BERT and Other Pre-trained Language Models
Link: Stanford CS224N I NLP with Deep Learning ｜ Spring 2022 ｜ Socially Intelligent NLP Systems
Link: Stanford CS224N NLP with Deep Learning ｜ Winter 2021 ｜ Lecture 15 - Add Knowledge to Language Models
Link: Stanford CS224N NLP with Deep Learning ｜Spring 2022｜Guest Lecture： Building Knowledge Representation
Link: Stanford CS224N NLP with Deep Learning ｜ Winter 2021 ｜ Lecture 3 - Backprop and Neural Networks
Link: Stanford CS224N NLP with Deep Learning ｜ Winter 2021 ｜ Lecture 12 - Natural Language Generation