Neural Nets for NLP 2021 - Attention

Neural Nets for NLP 2021 - Attention

Graham Neubig via YouTube Direct link

Intro

1 of 18

1 of 18

Intro

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Neural Nets for NLP 2021 - Attention

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  1. 1 Intro
  2. 2 Sentence Representations
  3. 3 Calculating Attention (1)
  4. 4 A Graphical Example
  5. 5 Attention Score Functions (1)
  6. 6 Attention Score Functions (2)
  7. 7 Multi-headed Attention
  8. 8 Attention Tricks
  9. 9 Summary of the Transformer
  10. 10 Training Tricks
  11. 11 Masking for Training
  12. 12 Incorporating Markov Properties
  13. 13 Coverage
  14. 14 Input Sentence: Copy
  15. 15 Dictionary Probabilities
  16. 16 Previously Generated Things
  17. 17 Various Modalities
  18. 18 Multiple Sources

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