Week | Date | Topic | Reading | HW |
---|---|---|---|---|
Morphology and regular languages | ||||
1 | 08/22 | Introduction | ||
08/24 | Regular expressions | |||
2 | 08/29 | Morphology | Jurafsky & Martin ch3 | |
08/31 | Finite state automata | |||
3 | 09/05 | Implementing FSA | Jurafsky & Martin ch2 | HW1 |
09/07 | Regular languages | |||
4 | 09/12 | Rule-based vs. Learning | Jurafsky & Martin AppB Creutz & Lagus 2002 | |
09/14 | Data files and projects | Ghazvininejad et al. 2016 | HW1 due | |
5 | 09/19 | Work on HW2 (Marie's away) | ||
09/21 | Class cancelled | |||
Program correctness and complexity | ||||
6 | 09/26 | Class cancelled | ||
09/28 | Correctness | |||
7 | 10/03 | Complexity | HW2 | |
Syntax and parsing | ||||
10/05 | Syntax | Jurafsky & Martin ch9 | ||
8 | 10/10 | Context-free grammars | Jurafsky & Martin ch10 | HW2 due |
10/12 | NO CLASS: AUTUMN BREAK | |||
9 | 10/17 | Probabilistic parsing | Jurafsky & Martin ch12 | |
10/19 | Lexicalized parsing | HW3 | ||
10 | 10/24 | Dependency parsing | ||
10/26 | Dependency parsing | |||
11 | 10/31 | Dependency parsing | de Lhoneux et al. 2017 | |
Probability models | ||||
11/02 | Probability theory | Manning & Schutze ch2.1 | HW3 due | |
12 | 11/07 | Naive Bayes classifier | ||
11/09 | Information theory | Manning & Schutze ch2.2 | HW4 | |
13 | 11/14 | Evaluation | ||
Lexical semantics | ||||
11/16 | Thesaurus approaches | Jurafsky & Martin ch16 | ||
14 | 11/21 | Distributional approaches | Erk 2016 | HW4 due |
11/23 | NO CLASS: THANKSGIVING | |||
15 | 11/28 | Implementing word vectors | ||
11/30 | Implementing word vectors | HW5 | ||
16 | 12/05 | Lexical similarity task |