A Tabular Method for Dynamic Oracles in Transition-Based Parsing

  • Goldberg Y
  • Sartorio F
  • Satta G
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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 during training yields superior parsing accuracies on many languages.

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Goldberg, Y., Sartorio, F., & Satta, G. (2014). A Tabular Method for Dynamic Oracles in Transition-Based Parsing. Transactions of the Association for Computational Linguistics, 2, 119–130. https://doi.org/10.1162/tacl_a_00170

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