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Syllabus (Spring 2013)
Schedule for CS 4650 and CS 7650 (subject to change) 1/8 Welcome. History of NLP and modern applications. Review of probability and linear algebra. Ground rules. J&M Chapter 1 1/10 Supervised learning. Bag-of-words models. Naive Bayes. Learning to classify Wordnet senses. LXMLS lab guide 0-0.3 (inclusive), 1-1.2 (inclusive). J&M 19-19.3. Optional: word sense disambiguation survey paper HW1 due.…
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Syllabus (Spring 2013)
Schedule for CS 4650 and CS 7650 (subject to change) 1/8 Welcome. History of NLP and modern applications. Review of probability and linear algebra. Ground rules. J&M Chapter 1 1/10 Supervised learning. Bag-of-words models. Naive Bayes. Learning to classify Wordnet senses. LXMLS lab guide 0-0.3 (inclusive), 1-1.2 (inclusive). J&M 19-19.3. Optional: word sense disambiguation survey paper HW1 due.…
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https://gtnlpclass.wordpress.com/syllabus-spring-2013Syllabus (Spring 2013)
Schedule for CS 4650 and CS 7650 (subject to change) 1/8 Welcome. History of NLP and modern applications. Review of probability and linear algebra. Ground rules. J&M Chapter 1 1/10 Supervised learning. Bag-of-words models. Naive Bayes. Learning to classify Wordnet senses. LXMLS lab guide 0-0.3 (inclusive), 1-1.2 (inclusive). J&M 19-19.3. Optional: word sense disambiguation survey paper HW1 due.…
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143- http://acl.ldc.upenn.edu/J/J98/J98-4004.pdf
- http://acl.ldc.upenn.edu/P/P03/P03-1054.pdf
- http://acl.ldc.upenn.edu/P/P95/P95-1026.pdf
- http://acl.ldc.upenn.edu/acl2002/EMNLP/pdfs/EMNLP219.pdf
- http://arxiv.org/pdf/1207.1420v1.pdf