Difference between revisions of "Contrastive Estimation"
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This is a [[Category::method]] proposed by [[RelatedPaper::Smith and Eisner 2005:Contrastive Estimation: Training Log-Linear Models on Unlabeled Data]]. | This is a [[Category::method]] proposed by [[RelatedPaper::Smith and Eisner 2005:Contrastive Estimation: Training Log-Linear Models on Unlabeled Data]]. | ||
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| + | The proposed approach deals with the estimation of log-linear models (e.g. [[AddressesProblem::Conditional Random Fields]]) in an unsupervised fashion. | ||
== Motivation == | == Motivation == | ||
Revision as of 15:56, 29 September 2011
This is a method proposed by Smith and Eisner 2005:Contrastive Estimation: Training Log-Linear Models on Unlabeled Data.
The proposed approach deals with the estimation of log-linear models (e.g. Conditional Random Fields) in an unsupervised fashion.
