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courses:cs366:schedule [2018/04/25 13:51] ide |
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| 2/5 | [[https://www.cs.vassar.edu/~cs366/private/lectures/ngrams.pdf| Probability, Collocations, Ngrams ]] | J&M Ch. 4, NLTK Ch. 2 | [[https://www.cs.vassar.edu/~cs366/private/assignments/assn01.pdf| A1]] [[https://www.cs.vassar.edu/~cs366/private/solutions/assn01| S1]][[https://www.cs.vassar.edu/~cs366/private/assignments/hw02.pdf| HW2]] | || | | 2/5 | [[https://www.cs.vassar.edu/~cs366/private/lectures/ngrams.pdf| Probability, Collocations, Ngrams ]] | J&M Ch. 4, NLTK Ch. 2 | [[https://www.cs.vassar.edu/~cs366/private/assignments/assn01.pdf| A1]] [[https://www.cs.vassar.edu/~cs366/private/solutions/assn01| S1]][[https://www.cs.vassar.edu/~cs366/private/assignments/hw02.pdf| HW2]] | || |
| 2/12 | [[http://www.cs.vassar.edu/~cs366/private/lectures/machine-learning.pdf|Machine Learning]] | [[https://web.stanford.edu/~jurafsky/slp3/6.pdf|J&M, Ch. 6 (3rd ed.)]], NLTK Ch. 6 | | || | | 2/12 | [[http://www.cs.vassar.edu/~cs366/private/lectures/machine-learning.pdf|Machine Learning]] | [[https://web.stanford.edu/~jurafsky/slp3/6.pdf|J&M, Ch. 6 (3rd ed.)]], NLTK Ch. 6 | | || |
| 2/19 | [[http://www.cs.vassar.edu/~cs366/private/lectures/weka.pdf| Weka overview]] |[[http://www.cs.vassar.edu/~cs366/docs/Data-Mining-Weka.pdf|Data Mining, Ch. 11.1-4, 11.6-8]] | [[https://www.cs.vassar.edu/~cs366/private/assignments/assn02.pdf| A2]] |[[http://www.cs.vassar.edu/~cs366/docs/weka-tutorial-full.pdf|Weka Tutorial]] [[http://www.cs.vassar.edu/~cs366/docs/WekaManual-3-9-2.pdf|Weka Manual]] || | | 2/19 | [[http://www.cs.vassar.edu/~cs366/private/lectures/weka.pdf| Weka overview]]|[[http://www.cs.vassar.edu/~cs366/docs/Data-Mining-Weka.pdf|Data Mining, Ch. 11.1-4, 11.6-8]]|[[https://www.cs.vassar.edu/~cs366/private/assignments/assn02.pdf| A2]][[https://www.cs.vassar.edu/~cs366/private/solutions/assn02| S2]]|[[http://www.cs.vassar.edu/~cs366/docs/weka-tutorial-full.pdf|Weka Tutorial]] [[http://www.cs.vassar.edu/~cs366/docs/WekaManual-3-9-2.pdf|Weka Manual]] || |
| 2/21 | [[http://www.cs.vassar.edu/~cs366/private/lectures/maximum-entropy.pdf | Logistic Regression (Maximum Entropy)]] | [[https://web.stanford.edu/~jurafsky/slp3/7.pdf|J&M ch.7 (3rd ed.)]] | | || | | 2/21 | [[http://www.cs.vassar.edu/~cs366/private/lectures/maximum-entropy.pdf | Logistic Regression (Maximum Entropy)]] | [[https://web.stanford.edu/~jurafsky/slp3/7.pdf|J&M ch.7 (3rd ed.)]] | | || |
| 2/26 | [[http://www.cs.vassar.edu/~cs366/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]]*/ || | | 2/26 | [[http://www.cs.vassar.edu/~cs366/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]] |[[http://www.cs.vassar.edu/~cs366/private/assignments/assn03.pdf|A3]]|| | | 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]]|[[http://www.cs.vassar.edu/~cs366/private/assignments/assn03.pdf|A3]] [[https://www.cs.vassar.edu/~cs366/private/solutions/assn03| S3]]| |
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| 3/26 | [[http://www.cs.vassar.edu/~cs366/private/lectures/pos-tagging.pdf|Part of Speech Tagging, HMMs ]] | [[https://web.stanford.edu/~jurafsky/slp3/9.pdf|J&M Ch. 9 (3rd ed.)]],[[https://web.stanford.edu/~jurafsky/slp3/10.pdf|J&M Ch. 10 (3rd ed.)]], NLTK Ch. 5 |[[https://www.cs.vassar.edu/~cs366/private/assignments/hw03-viterbi.pdf| HW3]] | [[http://www.cs.vassar.edu/~cs366/private/lectures/forward-viterbi-handout.pdf|Viterbi handout]] [[http://www.cs.vassar.edu/~cs366/private/assignments/project-proposal.pdf| Project proposal guidelines]] || | | 3/26 | [[http://www.cs.vassar.edu/~cs366/private/lectures/pos-tagging.pdf|Part of Speech Tagging, HMMs ]] | [[https://web.stanford.edu/~jurafsky/slp3/9.pdf|J&M Ch. 9 (3rd ed.)]],[[https://web.stanford.edu/~jurafsky/slp3/10.pdf|J&M Ch. 10 (3rd ed.)]], NLTK Ch. 5 |[[https://www.cs.vassar.edu/~cs366/private/assignments/hw03-viterbi.pdf| HW3]] | [[http://www.cs.vassar.edu/~cs366/private/lectures/forward-viterbi-handout.pdf|Viterbi handout]] [[http://www.cs.vassar.edu/~cs366/private/assignments/project-proposal.pdf| Project proposal guidelines]] || |
| 4/2 | [[http://www.cs.vassar.edu/~cs366/private/lectures/lexical-semantics.pdf|Lexical Semantics, word sense disambiguation]] | [[https://web.stanford.edu/~jurafsky/slp3/15.pdf|J&M ch. 15 (3rd ed.)]], [[https://web.stanford.edu/~jurafsky/slp3/16.pdf|J&M ch. 16 (3rd ed.)]], [[https://web.stanford.edu/~jurafsky/slp3/17.pdf|J&M ch. 17 (3rd ed.)]] | /* [[http://www.cs.vassar.edu/~cs366/private/assignments/assn03.pdf| A3]] */ | /* [[http://www.cs.vassar.edu/~cs366/private/lectures/assn03-notes.pdf| A3 supplement]] */ || | | 4/2 | [[http://www.cs.vassar.edu/~cs366/private/lectures/lexical-semantics.pdf|Lexical Semantics, word sense disambiguation]] | [[https://web.stanford.edu/~jurafsky/slp3/15.pdf|J&M ch. 15 (3rd ed.)]], [[https://web.stanford.edu/~jurafsky/slp3/16.pdf|J&M ch. 16 (3rd ed.)]], [[https://web.stanford.edu/~jurafsky/slp3/17.pdf|J&M ch. 17 (3rd ed.)]] | /* [[http://www.cs.vassar.edu/~cs366/private/assignments/assn03.pdf| A3]] */ | /* [[http://www.cs.vassar.edu/~cs366/private/lectures/assn03-notes.pdf| A3 supplement]] */ || |