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courses:cs366:schedule [2020/01/19 14:27] ide |
courses:cs366:schedule [2020/01/20 11:56] ide [Table] |
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^ Date ^ Topic ^ Reading ^ Assignments ^ Supplemental materials ^ | ^ Date ^ Topic ^ Reading ^ Assignments ^ Supplemental materials ^ |
| 1/22 | [[http://www.cs.vassar.edu/~cs366/private/lectures/intro.pdf| Introduction]] [[http://www.cs.vassar.edu/~cs366/private/lectures/intro.pptx|(PPT)]] | J&M Ch. 1 | | | | | 1/22 | [[http://www.cs.vassar.edu/~cs366/private/lectures/intro.pdf| Introduction]] [[http://www.cs.vassar.edu/~cs366/private/lectures/intro.pptx|(PPT)]] | J&M Ch. 1 | | | |
| 1/27 | [[http://www.cs.vassar.edu/~cs366/private/lectures/morphology.pdf| Morphology and general text processing]][[http://www.cs.vassar.edu/~cs366/private/lectures/morphology.pptx| (PPT)]] | NLTK Ch. 1, J&M Ch. 3 pp. 45-68 | HW: Ex. 2.2, J&M | [[https://www.cs.upc.edu/~padro/Unixforpoets.pdf|UNIX for Poets]] | | | 1/27 | [[http://www.cs.vassar.edu/~cs366/private/lectures/morphology.pdf| Morphology and general text processing]][[http://www.cs.vassar.edu/~cs366/private/lectures/morphology.pptx| (PPT)]] | NLTK Ch. 1, J&M Ch. 3 pp. 45-68 | HW: Ex. 2.2, J&M | [[https://www.cs.upc.edu/~padro/Unixforpoets.pdf|UNIX for Poets]] | |
| 1/29 | [[http://www.cs.vassar.edu/~cs366/private/lectures/edit-distance.pdf| Minimum Edit Distance]][[http://www.cs.vassar.edu/~cs366/private/lectures/edit-distance.pptx| (PPT)]] | J&M Ch. 3.11 | HW: J&M Ex. 3.10 and 3.11 | | | | 1/29 | [[http://www.cs.vassar.edu/~cs366/private/lectures/edit-distance.pdf| Minimum Edit Distance]][[http://www.cs.vassar.edu/~cs366/private/lectures/edit-distance.pptx| (PPT)]] | J&M Ch. 3.11 | HW: J&M Ex. 3.10 and 3.11 | | |
| 2/3 | [[http://www.cs.vassar.edu/~cs366/private/lectures/ngrams.pdf|Language models, probabilistic approaches, n-grams]] | J&M Ch. 4 (through 4.5.2), NLTK Ch. 2 | | | | | 2/3 | [[http://www.cs.vassar.edu/~cs366/private/lectures/ngrams.pdf|Language models, probabilistic approaches, n-grams]] | J&M Ch. 4 (through 4.5.2), NLTK Ch. 2 | | | |
| 2/5 | Ngram models, smoothing, discounting | J&M Ch. 4.5-4.9, 4.12 | | | | | 2/5 | Ngram models, smoothing, discounting | J&M Ch. 4.5-4.9, 4.12 | | | |
| 2/10 | Naive Bayes and Text Classification | [[http://web.stanford.edu/~jurafsky/slp3/4.pdf|J&M (3ed) Chapter 4]] | | | | | 2/10 | Naive Bayes and Text Classification | [[http://web.stanford.edu/~jurafsky/slp3/4.pdf|J&M (3ed) Chapter 4]] | | | |
| 2/12 | [[http://www.cs.vassar.edu/~cs366/private/lectures/ngrams.pdf|Language models, probabilistic approaches, n-grams]] | J&M Ch. 4 (through 4.5.2), NLTK Ch. 2 | | [[https://www.cs.upc.edu/~padro/Unixforpoets.pdf|UNIX for Poets]] | | | 2/12 | [[http://www.cs.vassar.edu/~cs366/private/lectures/ngrams.pdf|Language models, probabilistic approaches, n-grams]] | J&M Ch. 4 (through 4.5.2), NLTK Ch. 2 | | [[https://www.cs.upc.edu/~padro/Unixforpoets.pdf|UNIX for Poets]] | |
| 2/17 | [[http://www.cs.vassar.edu/~cs366/private/lectures/intro-nltk.pdf| Introduction to NLTK and Python ]] [[http://www.cs.vassar.edu/~cs366/private/lectures/intro-nltk.pptx|(PPT) ]] | NLTK Ch. 3, 4, 5 | |[[https://docs.python.org/3/tutorial/| Python3 tutorial]] | | | 2/17 | [[http://www.cs.vassar.edu/~cs366/private/lectures/intro-nltk.pdf| Introduction to NLTK and Python ]] [[http://www.cs.vassar.edu/~cs366/private/lectures/intro-nltk.pptx|(PPT) ]] | NLTK Ch. 3, 4, 5 | | [[https://docs.python.org/3/tutorial/| Python3 tutorial]] | |
| 2/19 | TBA | | | | | 2/19 | TBA | | | | |
s366/private/lectures/sentiment-analysis.pdf|Sentiment Analysis]] | [[https://web.stanford.edu/~jurafsky/slp3/6.pdf|J&M ch. 6 (3rd ed.)]], [[https://web.stanford.edu/~jurafsky/slp3/18.pdf|J&M ch. 18 (3rd ed.)]] [[http://www.cs.vassar.edu/~cs366/docs/NLP-handbook-sentiment-analysis.pdf| R1]] | /* [[http://www.cs.vassar.edu/~cs366/private/assignments/assn02.pdf|A2]] */ | /*[[http://www.cs.vassar.edu/~cs366/private/lectures/sentiment-analysis-assignment.pdf|A2 supplement]]*/ | | s366/private/lectures/sentiment-analysis.pdf|Sentiment Analysis]] | [[https://web.stanford.edu/~jurafsky/slp3/6.pdf|J&M ch. 6 (3rd ed.)]], [[https://web.stanford.edu/~jurafsky/slp3/18.pdf|J&M ch. 18 (3rd ed.)]] [[http://www.cs.vassar.edu/~cs366/docs/NLP-handbook-sentiment-analysis.pdf| R1]] | /* [[http://www.cs.vassar.edu/~cs366/private/assignments/assn02.pdf|A2]] */ | /*[[http://www.cs.vassar.edu/~cs366/private/lectures/sentiment-analysis-assignment.pdf|A2 supplement]]*/ | |
| 3/5 | [[http://www.cs.vassar.edu/~cs366/private/lectures/information-extraction.pdf|Information extraction, named entity recognition]] | [[https://web.stanford.edu/~jurafsky/slp3/21.pdf|J&M Ch. 21, 3rd edition]] | | 3/5 | [[http://www.cs.vassar.edu/~cs366/private/lectures/information-extraction.pdf|Information extraction, named entity recognition]] | [[https://web.stanford.edu/~jurafsky/slp3/21.pdf|J&M Ch. 21, 3rd edition]] |