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