CMU Advanced NLP: How to Use Pre-Trained Models

CMU Advanced NLP: How to Use Pre-Trained Models

Graham Neubig via YouTube Direct link

Intro

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1 of 17

Intro

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CMU Advanced NLP: How to Use Pre-Trained Models

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  1. 1 Intro
  2. 2 Why pretraining
  3. 3 Satellite Remote Sensing
  4. 4 Fine Tuning Pretrained Models
  5. 5 Comparing Two Methods of Fine Tuning
  6. 6 Empirical Observations
  7. 7 Linear probing
  8. 8 Finetuning
  9. 9 Regularizers
  10. 10 Linear Probe
  11. 11 Questions
  12. 12 Discussion
  13. 13 In Context Learning
  14. 14 Whats Happening Here
  15. 15 Mental Model
  16. 16 Latent Concept
  17. 17 Problem Distribution

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