Class meeting for 10-605 Phrase Finding

This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Spring_2015.

Slides

• Slides in Powerpoint

Sample Code

• A tarball with code for phrase-finding in PIG.

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.