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Neural Nets for NLP 2021 - Building A Neural Network Toolkit for NLP

Neural Nets for NLP 2021 - Building A Neural Network Toolkit for NLP

Graham Neubig via YouTube Direct link

Introduction

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Introduction

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Classroom Contents

Neural Nets for NLP 2021 - Building A Neural Network Toolkit for NLP

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  1. 1 Introduction
  2. 2 Neural Network Frameworks
  3. 3 Deep Sibo Model
  4. 4 Numerical Computation
  5. 5 tensors
  6. 6 tensor data structure
  7. 7 algorithm sketch
  8. 8 model creation code
  9. 9 weights
  10. 10 input dimension
  11. 11 reset computation graph
  12. 12 computation graph
  13. 13 ops
  14. 14 backward
  15. 15 updating parameters
  16. 16 summary

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