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