Building Better Language Models - Paradigms and Techniques

Building Better Language Models - Paradigms and Techniques

Center for Language & Speech Processing(CLSP), JHU via YouTube Direct link

Paper

12 of 23

12 of 23

Paper

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Building Better Language Models - Paradigms and Techniques

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  1. 1 Intro
  2. 2 Paradigm 1 Writing Down
  3. 3 Paradigm 2 Example
  4. 4 Paradigm 3 Example
  5. 5 How are most language models built
  6. 6 Zeroshot learning
  7. 7 Alternative Paradigm
  8. 8 Multitask Prompted Training
  9. 9 NLP Data Sets
  10. 10 Writing Prompts
  11. 11 Pretrained Models
  12. 12 Paper
  13. 13 Results
  14. 14 Model Architecture
  15. 15 Experimental Results
  16. 16 Adaptation Results
  17. 17 Example in Context
  18. 18 Parameter Efficient Finetuning
  19. 19 Learning Facts
  20. 20 Pipeline
  21. 21 Sanity Check
  22. 22 Model Accuracy
  23. 23 Relevant Context

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