Class meeting for 10-605 2013 02 20

This is one of the class meetings on the schedule for the course Machine Learning with Large Datasets 10-605 in Spring_2013.

Guest speaker - Chris Dyer

Slides

• TBD

Readings

[http://aclweb.org/anthology-new/P/P12/P12-1002.pdf Joint Feature Selection in Distributed Stochastic Learning for Large-Scale Discriminative Training in SMT]. Simianer, Riezler, Dyer. (2012). In Proc. ACL.

Optional Readings

For more background:

• Chiang. (2007). Hierarchical Phrase-Based Translation. In CL. http://www.mitpressjournals.org/doi/pdf/10.1162/coli.2007.33.2.201

• Liang, Bouchard-Cote, Klein, and Taskar. (2006). An End-to-End Discriminative Approach to Machine Translation. In Proc. ACL. http://www.seas.upenn.edu/~taskar/pubs/acl06.pdf