CMU Advanced NLP: NLP Experimentation

CMU Advanced NLP: NLP Experimentation

Graham Neubig via YouTube Direct link

Annotation

18 of 24

18 of 24

Annotation

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Classroom Contents

CMU Advanced NLP: NLP Experimentation

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  1. 1 Intro
  2. 2 Scientific Method
  3. 3 Good Research Directions
  4. 4 Application Driven Research
  5. 5 Curiosity Driven Research
  6. 6 How do we get research ideas
  7. 7 Incremental
  8. 8 Research Survey
  9. 9 Google Scholar
  10. 10 Research
  11. 11 Form Hypothesis
  12. 12 Curiosity Driven Questions
  13. 13 Application Driven Questions
  14. 14 Research Questions
  15. 15 Running Experiments
  16. 16 Obtaining Test Data
  17. 17 Finding Datasets
  18. 18 Annotation
  19. 19 References
  20. 20 Power Analysis
  21. 21 Sample Data
  22. 22 Annotation Guidelines
  23. 23 Annotation Options
  24. 24 Human Performance

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