Difference between revisions of "POS Induction (State of the art)"

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(Berg-Kirkpatrick et al. (2010))
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| Logistic regression with features and LBFGS
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| 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]
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* [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 14:03, 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%


References

See also