CMU Advanced NLP: Experimental Design

CMU Advanced NLP: Experimental Design

Graham Neubig via YouTube Direct link

Research survey methods

6 of 22

6 of 22

Research survey methods

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Classroom Contents

CMU Advanced NLP: Experimental Design

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  1. 1 Intro
  2. 2 Identify good research directions
  3. 3 Examples of applications
  4. 4 Curiosity driven research
  5. 5 Bottomup discovery
  6. 6 Research survey methods
  7. 7 Where to find papers
  8. 8 ACL Anthology
  9. 9 Google Scholar
  10. 10 Resources
  11. 11 Research Question
  12. 12 Hypothesis
  13. 13 Application Driven Questions
  14. 14 Testing with Experiments
  15. 15 Obtaining Test Data
  16. 16 Finding Datasets
  17. 17 Annotation
  18. 18 Statistical significance testing
  19. 19 Sample data
  20. 20 Annotation guidelines
  21. 21 Annotation methods
  22. 22 Measure metrics

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