Difference between revisions of "Class meeting for 10-605 Phrase Finding"
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| − | This is one of the class meetings on the [[Syllabus for Machine Learning with Large Datasets 10-605 in Fall | + | This is one of the class meetings on the [[Syllabus for Machine Learning with Large Datasets 10-605 in Fall 2016|schedule]] for the course [[Machine Learning with Large Datasets 10-605 in Fall 2016]]. |
=== Slides === | === Slides === | ||
Revision as of 16:07, 1 August 2016
This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Fall 2016.
Slides
Sample Code
- A tarball with code for phrase-finding in PIG.
- Some sample data for this is on HDFS on opencloud under /user/wcohen/phrases/data
Readings for the Class
- A Language Model Approach to Keyphrase Extraction, Takashi Tomokiyo and Matthew Hurst, MWE '03 Proceedings of the ACL 2003 workshop on Multiword expressions: analysis, acquisition and treatment.
Also discussed
- Locating complex named entities in web text, Downey et al, IJCAI 2007.
- Thumbs up or thumbs down?: semantic orientation applied to unsupervised classification of reviews, Turney, ACL 2002
- Answering subcognitive Turing Test questions: A reply to French, Turney, Journal of Experimental and Theoretical Artificial Intelligence, 13 (4), 409-419.
Things to Remember
- The request-and-answer pattern
- BLRT and pointwise KL-divergence statistics
