semi-supervised training method

32

INTERSPEECH
2010

162views Signal Processing» more INTERSPEECH 2010»

Semi-supervised training of Gaussian mixture models by conditional entropy minimization

13 years 6 months ago

In this paper, we propose a new semi-supervised training method for Gaussian Mixture Models. We add a conditional entropy minimizer to the maximum mutual information criteria, whi...

Jui-Ting Huang, Mark Hasegawa-Johnson

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32

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ACL
2006

100views Computational Linguistics» more ACL 2006»

The Second Release of the RASP System

14 years 28 days ago

Download acl.ldc.upenn.edu

We describe the new release of the RASP (robust accurate statistical parsing) system, designed for syntactic annotation of free text. The new version includes a revised and more s...

Ted Briscoe, John Carroll, Rebecca Watson

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39

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ACL
2008

213views Computational Linguistics» more ACL 2008»

Generalized Expectation Criteria for Semi-Supervised Learning of Conditional Random Fields

14 years 29 days ago

Download www.cs.umass.edu

This paper presents a semi-supervised training method for linear-chain conditional random fields that makes use of labeled features rather than labeled instances. This is accompli...

Gideon S. Mann, Andrew McCallum

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