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Vol. 2 (2014)

TACL approved

A Tabular Method for Dynamic Oracles in Transition-Based Parsing

Published 2014-04-30

  • Yoav Goldberg
    • ,
  • Francesco Sartorio
    • ,
  • Giorgio Satta

Yoav Goldberg
Bar Ilan University

Francesco Sartorio
University of Padua

Giorgio Satta
University of Padua

Abstract

We develop parsing oracles for two transition-based dependency parsers, including the arc-standard parser, solving a problem that was left open in (Goldberg and Nivre, 2013). We experimentally show that using these oracles in training yields superior parsing accuracies on many languages.

PDF (Presented at ACL 2014)