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Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 10 - Transformers and Pretraining
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Stanford CS224N - Natural Language Processing with Deep Learning - Winter 2021
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- 1 Stanford CS224N: NLP with Deep Learning | Winter 2021 | Lecture 1 - Intro & Word Vectors
- 2 Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 2 - Neural Classifiers
- 3 Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 3 - Backprop and Neural Networks
- 4 Stanford CS224N - NLP w/ DL | Winter 2021 | Lecture 4 - Syntactic Structure and Dependency Parsing
- 5 Stanford CS224N - NLP w/ DL | Winter 2021 | Lecture 5 - Recurrent Neural networks (RNNs)
- 6 Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 6 - Simple and LSTM RNNs
- 7 Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 7 - Translation, Seq2Seq, Attention
- 8 Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 8 - Final Projects; Practical Tips
- 9 Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 9 - Self- Attention and Transformers
- 10 Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 10 - Transformers and Pretraining
- 11 Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 12 - Question Answering
- 12 Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 12 - Natural Language Generation
- 13 Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 13 - Coreference Resolution
- 14 Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 14 - T5 and Large Language Models
- 15 Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 15 - Add Knowledge to Language Models
- 16 Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 16 - Social & Ethical Considerations
- 17 Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 17 - Model Analysis and Explanation
- 18 Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 18 - Future of NLP + Deep Learning
- 19 Stanford CS224N: NLP with Deep Learning | Winter 2020 | Low Resource Machine Translation
- 20 Stanford CS224N: NLP with Deep Learning | Winter 2020 | BERT and Other Pre-trained Language Models
- 21 Stanford CS224N I NLP with Deep Learning | Spring 2022 | Socially Intelligent NLP Systems
- 22 Stanford CS224N NLP with Deep Learning |Spring 2022|Guest Lecture: Building Knowledge Representation
- 23 Stanford CS224N NLP with Deep Learning | Spring 2022 | Guest Lecture: Scaling Language Models
