Advanced Statistical Methods in Natural Language Processing

4 credits

Covers several important machine learning algorithms for natural language processing including decision tree, kNN, Naive Bayes, transformation-based learning, support vector machine, maximum entropy, and conditional random field. Students implement many of the algorithms and apply these algorithms to some NLP tasks. Prerequisite: LING 570. Offered: W.