POS Induction (State of the art)
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(Berg-Kirkpatrick et al. (2010)) |
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| 76.1% | | 76.1% | ||
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| + | | Logistic regression with features and LBFGS | ||
| + | | Berg-Kirkpatrick et al. (2010) | ||
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| + | | 75.5% | ||
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== References == | == References == | ||
| − | * [http://www.aclweb.org/anthology/D/D10/D10-1056.pdf Christos Christodoulopoulos, Sharon Goldwater and Mark Steedman. 2010. Two Decades of Unsupervised POS induction: How far have we come? In Proceedings of EMNLP 2010] | + | * [http://www.aclweb.org/anthology/D/D10/D10-1056.pdf Christos Christodoulopoulos, Sharon Goldwater and Mark Steedman. 2010. Two Decades of Unsupervised POS induction: How far have we come? In Proceedings of EMNLP 2010.] |
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| + | * [http://www.aclweb.org/anthology/N/N10/N10-1083.pdf Taylor Berg-Kirkpatrick, Alexandre Bouchard-Cote, John DeNero, and Dan Klein. 2010. Painless Unsupervised Learning with Features. NAACL 2010.] | ||
== See also == | == See also == | ||
Revision as of 17:03, 27 January 2011
| 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% |
