POS Induction (State of the art)
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Revision as of 14:03, 27 January 2011 by Auser (Berg-Kirkpatrick et al. (2010))
|System name||Short description||Main publications||Software||Many-to-1|
|Prototype-based+Brown||MRF initialized with Brown prototypes||Christodoulopoulos, Goldwater and Steedman (2010)||76.1%|
|Logistic regression with features and LBFGS||Berg-Kirkpatrick et al. (2010)||75.5%|
- Christos Christodoulopoulos, Sharon Goldwater and Mark Steedman. 2010. Two Decades of Unsupervised POS induction: How far have we come? In Proceedings of EMNLP 2010.
- Taylor Berg-Kirkpatrick, Alexandre Bouchard-Cote, John DeNero, and Dan Klein. 2010. Painless Unsupervised Learning with Features. NAACL 2010.