Natural Language Processing
Schedule for CS-5340/6340 (subject to change)
Fall Semester 2009
All readings are from the textbook unless otherwise specified.
| DATE |
TOPIC |
READING |
| 8/25 |
Introduction to and History of NLP |
Sections 1 & 2 (if necessary for background)
|
| 8/27 |
Syntax: the Basics |
Sections 5.1, 12.1-12.3, 16.1 |
| 9/1 |
Morphological Analysis |
Section 3, pp. 45-70 |
| 9/3 |
Rule-based POS Tagging |
Sections 5.2-5.4, 5.6 |
| 9/8 |
Probability; Language Models |
Sections 4.1-4.6 |
| 9/10 |
HMMs; HMM-based POS Tagging |
Sections 5.5, 6.3-6.4 |
| 9/15 |
Smoothing |
Section 6.1-6.2 |
| 9/17 |
Full vs. Partial Parsing; ATNs |
Sections 13.1-13.3, 13.5 |
| 9/22 |
Chart Parsing |
Section 13.4 |
| 9/24 |
Parsing cont'd |
|
| 9/29 |
Probabilistic Context-Free Grammars |
Sections 14.1-14.4, 14.7, 14.10 |
| 10/1 |
Named Entity Recognition |
Section 22.1 |
| 10/6 |
Coreference Resolution |
Sections 21.6-21.8 |
| 10/8 |
MIDTERM EXAM |
| 10/13 |
FALL BREAK |
| 10/15 |
FALL BREAK |
| 10/20 |
Discourse and Pragmatics: The Basics |
Sections 21.3-21.5 |
| 10/22 |
Semantics: The Basics |
Sections 19.1-19.4 |
| 10/27 |
Semantics: The Basics (cont'd) |
  |
| 10/29 |
Semantic Class Learning |
Section 20.8 |
| 11/3 |
Word Sense Disambiguation |
Sections 20.1-20.5 |
| 11/5 |
Conceptual Dependency Theory and Scripts |
Section 19.5 |
| 11/10 |
Applications: Information Extraction |
Section 22.4 |
| 11/12 |
Applications: Information Extraction |
  |
| 11/17 |
Applications: Question Answering |
Section 23.2 |
| 11/19 |
Applications: Information Retrieval; Speech Recognition |
Sections 23.1, 9.1-9.2 |
| 11/24 |
Applications: Machine Translation |
Sections 25.1-25.3 |
| 11/26 |
THANKSGIVING HOLIDAY |
| 12/1 |
Project Presentations |
| 12/3 |
Project Presentations |
| 12/8 |
Project Presentations |
| 12/10 |
Guest Lecture: David Bean |
| 12/17 |
FINAL EXAM (1:00-3:00pm) |