How Multilingual Is Your NLP Model?

How Multilingual Is Your NLP Model?

PyCon US via YouTube Direct link

Introduction

1 of 29

1 of 29

Introduction

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Classroom Contents

How Multilingual Is Your NLP Model?

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  1. 1 Introduction
  2. 2 About me
  3. 3 Outline
  4. 4 Why multilingual data
  5. 5 Tasks associated with language systems
  6. 6 Syntax mixing
  7. 7 Transliterated text
  8. 8 Language identification
  9. 9 Language identification in practice
  10. 10 Other examples
  11. 11 Lambda ID
  12. 12 Blanked
  13. 13 Python
  14. 14 Limitations
  15. 15 Data augmentation
  16. 16 Simple example
  17. 17 The Transformer
  18. 18 Multiheaded attention
  19. 19 Stateoftheart soda
  20. 20 Why is it special
  21. 21 Word Piece Processing
  22. 22 Statistics of Languages
  23. 23 Bird Masked Language Model
  24. 24 Prediction Function
  25. 25 Code Switched Example
  26. 26 Lyrics Example
  27. 27 Task Evaluation
  28. 28 Generation Evaluation
  29. 29 Summary

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