Discriminative Parsing

We present a novel discriminative approach to parsing inspired by the large-margin criterion underlying sup- port vector machines. Our formulation uses a factor- ization analogous to the standard dynamic programs …...

The present work advances the accu- racy and training speed of discrimina- tive parsing. Our discriminative parsing method has no generative component, yet surpasses a generative baseline on con- stituent …...

We consider the problem of using a bilingual dictionary to transfer lexico-syntactic infor- mation from a resource-rich source language to a resource-poor target language. In con- trast to past work …...