Class meeting for 10-605 Phrase Finding
From Cohen Courses
This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Spring_2015.
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
