Professor/ Contact Info: |
Meeting Time: |
Nanette Veilleux, Ph.D. (617) 521-2705 veilleux@simmons.edu |
Tues., May 23 rd - Aug 15 th, 2006 |
Objective: Graduate - level course to explore computational models in current spoken and written language systems. Material will be explored through text readings, student papers and presentations and lecture.
Requirements: Sufficient ability to reason quantitatively. Some students will have extensive linguistic background and others will have substantial computer science/ engineering background.
Text: Jurafsky and Martin's Speech and Language Processing, 2000, Prentice Hall (on sale at the BU bookstore.) You may also want to find a Perl book and download a Perl interpreter: look around on www.perl.com
Class format: Seminar style. First half of the meeting time will be spend discussing the reading and presenting weekly papers/ projects. The second half will consist of lecture on the coming week's material and group projects.
Project/ Paper examples: Every week, students will be expected to present a paper on a topic from the assigned reading. It could involve extra research in a narrower topic based on given references (or references from references), a computer simulation of one of the computational models presented, or an exploration of the material with respect to a given sample of text/ speech.
Grading: 50% weekly papers (and discussion), 20% midterm, 10% class participation, 20% final
Meeting |
Date |
Chapter for class discussion |
Reading for next week |
Turn in on this week |
1 |
May 23 |
1 Introduction |
Read Ch. 2, 3 |
|
2 |
May 30 |
2 Regular Expressions 3 Morphology |
Read Ch. 4 |
Paper 1 on Ch 2/3 |
3 |
June 6 |
4 Phonology/TTS |
Read Ch. 5 |
Paper 2 on Ch 4 |
4 |
June 13 |
5 Prob Pronunciation |
Read Ch 6 |
Paper 3 on Ch 5 |
5 |
June 20 |
midterm |
Read Ch. 7 |
|
6 |
June 27 |
6 N-grams, 7 Speech Recognition |
|
Paper 4 on Ch6 Paper 5 on Ch 7 |
|
July 4 |
No class |
Read Ch. 8 |
|
7 |
July 11 |
8 Word Classes |
Read Ch. 9/ 10 |
Paper 6 on Ch 8 |
8 |
July 18 |
9 CF Grammars, 10 Parsing |
Read Ch. 12 |
Paper 7 on Ch 9/10 |
9 |
July 25 |
12 Probabilistic Parsing |
Read Ch. 14, 15 |
Paper 8 on Ch 12 |
10 |
Aug 1 |
14 Semantics 15 Semantic Analysis |
Read Ch. 19 |
Paper 9 on Ch 14/15 |
11 |
Aug 8 |
19 Dialogue |
|
Paper 10 on Ch 19 |
12 |
Aug 15 |
Final |
|
|
Instructor reserves the right to adapt schedule/ assignments based on her judgment of class progress.

