Cognitive Science > Statistical Natural Language Processing
- A bird's eye view on SNLP
- Introduction & Overview
- Probability & Information Theory
- Markov Models & Weighted FSA
- Probability Estimation & Smoothing
- HMM & POS tagging
- Unsupervised Training (EM)
- Probabilistic CFG & Statistical Parsing
- Naive Bayes & EM without tears
- The Noisy Channel Model & SMT
- Course Summary & Outlook
- Summarizing Homework