Advanced NLP 2022: Modeling Long Sequences

Advanced NLP 2022: Modeling Long Sequences

Graham Neubig via YouTube Direct link

Introduction

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1 of 19

Introduction

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Classroom Contents

Advanced NLP 2022: Modeling Long Sequences

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  1. 1 Introduction
  2. 2 NLP Tasks
  3. 3 Modeling Long Sequences
  4. 4 Separate Encoding
  5. 5 Selfattention Transformers
  6. 6 Transformer XL
  7. 7 Compressive Transformers
  8. 8 Sparse Transformers
  9. 9 Adaptive Span Transformers
  10. 10 Sparse Span Transformers
  11. 11 Reformer Model
  12. 12 Low Rank Approximation
  13. 13 Sparse Attention
  14. 14 Evaluation
  15. 15 Other Methods
  16. 16 Questions
  17. 17 Components of Coreference Models
  18. 18 Mention Pair Models
  19. 19 Model

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