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courses:cs366:schedule [2018/05/06 21:28]
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courses:cs366:schedule [2020/01/08 18:51]
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| ==== CS 366 Spring 2018 Schedule ==== | ==== CS 366 Spring 2020 Schedule ==== |
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| ^ Date ^ Topic ^ Reading ^ Assignments ^ Supplemental materials || | ^ Date ^ Topic ^ Reading ^ Assignments ^ Supplemental materials || |
| | 1/24 | [[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 | | || |
| | 1/29 | [[http://www.cs.vassar.edu/~cs366/private/lectures/morphology.pdf| Morphology, tokenization]] [[http://www.cs.vassar.edu/~cs366/private/lectures/morphology.pptx| (PPT)]] | NLTK Ch. 1, J&M Ch. 2, 3.1 | | || | | 1/27 | [[http://www.cs.vassar.edu/~cs366/private/lectures/morphology.pdf| Finite state automata, finite state transducers, and morphology]] [[http://www.cs.vassar.edu/~cs366/private/lectures/morphology.pptx| (PPT)]] | NLTK Ch. 1, J&M Ch. 3 pp. 45-68. | | || |
| | 1/31 | [[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 | HW1:[[http://www.nltk.org/book/ch01.html| NLTK Ch. 1]], Ex. 4-7 /* due 2/5 */ | [[https://docs.python.org/3/tutorial/| Python3.5 tutorial]] || | | 2/3 | [[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 | /* HW1:[[http://www.nltk.org/book/ch01.html| NLTK Ch. 1]], Ex. 4-7 due 2/5 */ | [[https://docs.python.org/3/tutorial/| Python3.5 tutorial]] || |
| | 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 | [[http://www.cs.vassar.edu/~cs366/private/lectures/machine-learning.pdf|Introduction to Machine Learning]] | [[http://www.cs.cmu.edu/~tom/mlbook/keyIdeas.pdf| Key Ideas in Machine Learning]] | |
| | 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]][[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]] || | | 2/10 |Machine learning (con't): Naive Bayes and sentiment analysis | [[https://web.stanford.edu/~jurafsky/slp3/4.pdf|J&M Edition 3, Chapter 4]] | |
| | 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.)]] | | || | | |
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| | | 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 | |
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| | | 2/17 | [[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]] | |
| | |[[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]] |
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| | | 2/19 | Automatically determining word meaning: word embeddings | | [[https://web.stanford.edu/~jurafsky/slp3/6.pdf|J&M ch.6 (3rd ed.), , NLTK Ch. 6]] | | |
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| | 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]] [[https://www.cs.vassar.edu/~cs366/private/solutions/assn03| S3]]| | | 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]] */ || |
| | 4/9 | [[http://www.cs.vassar.edu/~cs366/private/lectures/vector-semantics.pdf|Vector semantics]] [[http://www.cs.vassar.edu/~cs366/private/lectures/neural-nets.pdf|Neural nets ]] | [[https://web.stanford.edu/~jurafsky/slp3/8.pdf|J&M Ch. 8 (3rd ed.)]] | /* [[http://www.cs.vassar.edu/~cs366/private/assignments/assn04.pdf| A4]] */ | || | | 4/9 | [[http://www.cs.vassar.edu/~cs366/private/lectures/vector-semantics.pdf|Vector semantics]] [[http://www.cs.vassar.edu/~cs366/private/lectures/neural-nets.pdf|Neural nets ]] | [[https://web.stanford.edu/~jurafsky/slp3/8.pdf|J&M Ch. 8 (3rd ed.)]] | /* [[http://www.cs.vassar.edu/~cs366/private/assignments/assn04.pdf| A4]] */ | || |
| | 4/16 | [[http://www.cs.vassar.edu/~cs366/private/lectures/parsing.pdf|Parsing ]] | [[https://web.stanford.edu/~jurafsky/slp3/12.pdf|J&M Ch. 12 (3rd ed.)]], [[https://web.stanford.edu/~jurafsky/slp3/13.pdf|J&M Ch. 13 (3rd ed.)]], [[https://web.stanford.edu/~jurafsky/slp3/14.pdf|J&M Ch. 14 (3rd ed.)]]; NLTK Ch. 8 |[[http://www.cs.vassar.edu/~cs366/private/assignments/exercise.pdf| In-class exercise]][[http://www.cs.vassar.edu/~cs366/code/exercise.py|Python code]] [[http://www.cs.vassar.edu/~cs366/data/word2vec_models/wordsim353.tsv| Similarity data]] | || | | 4/16 | [[http://www.cs.vassar.edu/~cs366/private/lectures/parsing.pdf|Parsing ]] | [[https://web.stanford.edu/~jurafsky/slp3/12.pdf|J&M Ch. 12 (3rd ed.)]], [[https://web.stanford.edu/~jurafsky/slp3/13.pdf|J&M Ch. 13 (3rd ed.)]], [[https://web.stanford.edu/~jurafsky/slp3/14.pdf|J&M Ch. 14 (3rd ed.)]]; NLTK Ch. 8 | /* [[http://www.cs.vassar.edu/~cs366/private/assignments/exercise.pdf| In-class exercise]][[http://www.cs.vassar.edu/~cs366/code/exercise.py|Python code]] [[http://www.cs.vassar.edu/~cs366/data/word2vec_models/wordsim353.tsv| Similarity data]] */ | || |
| | 4/23 | [[http://www.cs.vassar.edu/~cs366/private/lectures/discourse.pdf|Discourse ]] | J&M Ch. 21 | [[http://www.cs.vassar.edu/~cs366/private/assignments/mt-exercise.pdf| In-class exercise]] | || | | 4/23 | [[http://www.cs.vassar.edu/~cs366/private/lectures/discourse.pdf|Discourse ]] | J&M Ch. 21 | /* [[http://www.cs.vassar.edu/~cs366/private/assignments/mt-exercise.pdf| In-class exercise]] */ | || |
| | 4/30 | Project presentations: Shashaty, Bae, Schnarr, Ewing, Caletti | [[http://www.cs.vassar.edu/~cs366/private/assignments/presentation-template.pdf| Presentation outline]] | | || | | 4/30 | Project presentations | [[http://www.cs.vassar.edu/~cs366/private/assignments/presentation-template.pdf| Presentation outline]] | | || |
| | 5/2 | Project presentations: Witteman, Jin, Housen, Chenmei, Berlstein/Schwartz, Horowitz, Yang | | | || | | 5/2 | Project presentations | | | || |
| | 5/15 | Poster session, 3-5PM Olmsted Atrium (tentative) | [[http://www.cs.vassar.edu/~cs366/private/assignments/poster-template.pptx| Poster template (PPT)]][[http://www.cs.vassar.edu/~cs366/private/assignments/poster-contents.pdf| Poster contents]] | | || | | 5/15 | Poster session, 3-5PM Olmsted Atrium | [[http://www.cs.vassar.edu/~cs366/private/assignments/poster-template.pptx| Poster template (PPT)]][[http://www.cs.vassar.edu/~cs366/private/assignments/poster-contents.pdf| Poster contents]] | | || |