- Learning to map strings to meaning (introductory survey; Apr 12, 2014)
- Learning to map strings to probabilities (ngram models, smoothing; Oct 1, 2013)
- Interlude on probabilistic inference (Bayesian inference, common distributions; Oct 20, 2013)
- Learning to map strings to classes (text classification, generative, conditional, nonprobabilistic models; Nov 12, 2013)
January 07, 2014
Here are the slides I used in my NLP course last semester. More to come...