Discriminative Log-Linear Grammars with Latent Variables

Abstract

. Grammars with Latent Variables Given a treebank over a set of categories learn an optimally refined grammar for parsing. The parameters can be learned with an Expectation Maximization algorithm. The E-Step involves computing expectations over derivations corresponding to the observed trees. These expectations are normalized in the M-Step to update the… (More)

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