Modeling Valence Effects in Unsupervised Grammar Induction

Abstract

We extend the dependency grammar induction model of Klein and Manning (2004) to incorporate further valence information. Our extensions achieve significant improvements in the task of unsupervised dependency grammar induction. We use an expanded grammar which tracks higher orders of valence and allows each valence slot to be filled by a separate… (More)

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Cite this paper

@inproceedings{McClosky2008ModelingVE, title={Modeling Valence Effects in Unsupervised Grammar Induction}, author={David McClosky}, year={2008} }