Completed
– Pre-training for NLP and Next Steps
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Classroom Contents
Deep Learning for Natural Language Processing
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- 1 – Week 12 – Lecture
- 2 – Introduction to deep learning in NLP and language models
- 3 – Transformer language model structure and intuition
- 4 – Some tricks and facts of Transformer Language Models and decoding Language Models
- 5 – Beam Search, Sampling and Text Generation
- 6 – Back-translation, word2vec and BERT's
- 7 – Pre-training for NLP and Next Steps
