I will assume that you will be familiar with most of the basic formulas from the material I presented in class. This would include:
- Bayes’ Theorem
- MI and PMI
- Smoothing functions
- The basic similarity functions for distributions
- The basics for dimensionality reduction
Don’t worry. The material is broad, but no question can be that deep. Good luck!!