LING 5801: Introduction to computational linguistics (CL1)
Autumn 2015
Tuesday-Thursday 9:35-10:55
Hagerty Hall 046
Marie-Catherine de Marneffe
Office hours: by appointment
Ohio Stadium East, room 118E
Schedule
Readings and assignments can be found on Carmen.Note that schedule is subject to change.
Homeworks that have to be turned in are due by class time (9:35) on their due date.
Week | Date | Topic | Reading | HW |
---|---|---|---|---|
1 | 8/25 | Class cancelled | ||
8/27 | Class cancelled | |||
Morphology and regular languages | ||||
2 | 9/1 | Introduction | Unix for poets | |
9/3 | Regular expressions | |||
3 | 9/8 | Morphology | Jurafsky & Martin ch3 | |
9/10 | Finite state automata | |||
4 | 9/15 | Implementing FSA | Jurafsky & Martin ch2 | HW1 |
9/17 | Regular languages | |||
5 | 9/22 | Rule-based vs. Learning | Jurafsky & Martin AppB Creutz & Lagus 2002 | |
9/24 | Data files and projects | HW1 due | ||
Program correctness and complexity | ||||
6 | 9/29 | Correctness | ||
10/1 | Complexity | HW2 | ||
Syntax and parsing | ||||
7 | 10/6 | Syntax | Jurafsky & Martin ch9 | |
10/8 | Context-free grammars | Jurafsky & Martin ch10 | ||
8 | 10/13 | Probabilistic parsing | Jurafsky & Martin ch12 | HW2 due |
10/15 | NO CLASS: AUTUMN BREAK | |||
9 | 10/20 | Lexicalized parsing | HW3 | |
10/22 | Dependency parsing | |||
10 | 10/27 | Dependency parsing | ||
Probability models | ||||
10/29 | Probability theory | Manning & Schutze ch2.1 | ||
11 | 11/3 | Naive Bayes classifier | HW3 due | |
11/5 | Information theory | Manning & Schutze ch2.2 | HW4 | |
12 | 11/10 | Evaluation | ||
Lexical semantics | ||||
11/12 | Overview | |||
13 | 11/17 | Thesaurus approaches | Jurafsky & Martin ch16 | |
11/19 | Distributional approaches | Turney & Pantel 2010 | HW4 due | |
14 | 11/24 | Distributional approaches | ||
11/26 | NO CLASS: THANKSGIVING | |||
15 | 12/1 | Implementing word vectors | ||
12/3 | Implementing word vectors | HW5 | ||
16 | 12/8 | Lexical similarity task |