| Moon's day | Woden' s day | Frigga's day |
|---|
| |
|
|
Aug 25 |
|
LAB: Python warm-up and NLTK |
|
|
|
Aug 28 |
|
Regular expressions
Slides |
|
|
|
|
| |
|
Sept 6 |
|
Information theory
Slides |
|
|
|
Sept 8 |
|
LAB: Autoregressive text generation |
|
|
|
Sept 11 |
|
Ngrams, language statistics
Slides |
|
|
|
Sept 13 |
|
Language models, smoothing |
|
|
|
Sept 15 |
|
Linear interpolation |
|
|
|
Sept 18 |
|
Finish linear interpolation; begin parts of speech
Slides |
|
|
|
Sept 20 |
|
Introduction to hidden Markov models
Slides |
|
|
|
| |
|
Sept 27 |
|
LAB: HMMs on character-level states |
|
|
|
|
Oct 2 |
|
LAB: Recursive descent |
|
|
|
|
Oct 6 |
|
LAB: Spelling correction |
|
|
| |
|
|
| |
|
|
Oct 20 |
|
Bag-of-words model; text classification
Slides |
|
|
|
Oct 23 |
|
Naive Bayes classification
Slides |
|
|
|
Oct 25 |
|
Lab: NBC and sentiment analysis |
|
|
|
|
Oct 30 |
|
Stylometry and authorship attribution
Slides |
|
|
|
|
|
Nov 6 |
|
Vector semantics and embeddings
Slides |
|
|
|
Nov 8 |
|
No class---assignment work day |
|
|
|
| |
|
|
Nov 17 |
|
LAB: Neural net language models |
|
|
| |
|
|
|
Nov 27 |
|
Machine translation
Slides |
|
|
|
Nov 29 |
|
LAB: Machine translation |
|
|
|
|
Dec 4 |
|
Large language models |
|
|
|
|