CS671: Natural Language Processing

Resources

Lecture Slides

1. Introduction to NLP; Phonology and Morphology;
2. Morphology
3. Naive Bayes spelling correction
4. Language Modelling: N Grams
5. POS Tagging and Syntax
6. Overfitting and Regularization in Machine Learning

Readings

• Lectures 1, 2:
  • Chapter 1 from Manning / Schuetze
  • Chapter 2 from Jurafsky Martin
• Lectures 2-4 and HW1:
  • Chapter 3 from Jurafsky and Martin
  • Additional reference on Morphology (not mandatory) : Chapt 1 [Kiraz 01]

Other Resources