Thanks to the following
sources that helped significantly in the preparation of these slides: Chris Manning,
Jurafsky and Martin, S. Venkatasubramanian,
and many others.
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TOPIC |
DATE |
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NOTES |
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Course overview |
August 29, 2008 |
Chapter 1 |
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Finite state machines Morphology |
Sept 3, 2008 |
Chapter 3 of Jurafsky and Martin |
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Mathematical preliminaries |
Sept 10, 2008 |
Chapter 2 of Manning |
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Spell checking, morphology etc. |
Sept 17, 2008 |
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Mathematical preliminaries |
Sept 17, 2008 |
Chapter 2 of Manning |
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Mathematical preliminaries |
Sept 24, 2008 |
Chapter 2 of Manning |
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Collocations 1 |
Oct 8 |
Chapter 5 |
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Collocations 2 |
Oct 15 |
Chapter 5 |
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NLTK and Python-1 Oct 22 |
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NLTK book – Chapter 1 |
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NLTK and Python-2 |
Oct 22 |
NLT book |
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Word sense disambiguation |
Oct 29 |
Chapter 7 |
Lecture 10 |
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Markov model |
Nov 5 |
Chapter 9 |
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Hidden Markov model - 1 |
Nov 12 |
Chapter 9 |
Lecture 12 (same as above) |
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Viterbi’s
algorithm, Baum-Welch |
Nov 19 |
Chapter 9 |
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Part of speech tagging |
Dec 3 |
Chapter 10 |
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Parsing - 1 |
Dec 10 |
Chapter 11 |
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Parsing - 2 |
Dec 17 |
Chapter 11 |
Lecture 16 (same as above) |
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