semi-supervised training method

50

INTERSPEECH
2010

162views Signal Processing» more INTERSPEECH 2010»

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

14 years 26 days 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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47

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ACL
2006

100views Computational Linguistics» more ACL 2006»

The Second Release of the RASP System

14 years 7 months 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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66

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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 7 months 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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