CS 585, Fall 2017, UMass Amherst

Homeworks

Schedule

Make sure to reload this page to ensure you’re seeing the latest version. Readings should be done before the indicated class. Texts include:

Tue 9/5 - Introduction [slides]

Thu 9/7 - Words [slides]

Tue 9/12 - N-Gram Language Models [slides]

Thu 9/14 - Classification: Naive Bayes [slides]

Tue 9/19 - Classification: Evaluation and Annotation [slides], [scan]

Thu 9/21 - Classification: Logistic regression [slides]

Tue 9/26 - Sequence Tagging: POS and HMMs [announcements] [POS slides] [HMM scan]

Thu 9/28 - Sequence Tagging: Viterbi [scan]

Tue 10/3 - Project Discussion [slides]

Tue 10/3 - Log-linear Perceptron [slides]

Thu 10/5 - Conditional Random Fields [slides]

Tue 10/10 - No Class

(Monday schedule day)

Thu 10/12 - Project proposal info [slides]

Tue 10/17 - WordNet [slides]

Thu 10/19 - Sentiment lexicons [slides]

Tue 10/24 - Midterm review [scan]

Thu 10/26 - Midterm

Tue 10/31, Thu 11/2 - Distributional Semantics [slides]

Tue 11/7 (cancelled)

Thu 11/9 - Unlabeled data in NLP [slides]

Tue 11/14 - Syntax, phrase structures I [slides]

Thu 11/16 - Syntax, phrase structures II [slides]

Thanksgiving break - no class

Tue 11/28, 11/30 - Dependency Syntax