A $${\mathcal{O}(|G|n^6)}$$ time extension of inversion transduction grammars

  • Authors:
  • Anders Søgaard

  • Affiliations:
  • Center for Language Technology, University of Copenhagen, Copenhagen, Denmark

  • Venue:
  • Machine Translation
  • Year:
  • 2011

Quantified Score

Hi-index 0.00

Visualization

Abstract

Range concatenation grammars are viewed as a hierarchy of synchronous grammars. It is shown how inversion transduction grammars (ITGs) and extensions thereof, including synchronous tree-adjoining grammars, are captured by the hierarchy, and the expressivity and linguistic relevance of subclasses of the hierarchy are discussed. A $${\mathcal{O}(|G|n^6)}$$ time extension of ITGs is proposed. The extension translates cross-serial dependencies into nested ones and handles complex kinds of discontinuous translation units and so-called inside-out alignments. In fact, our $${\mathcal{O}(|G|n^6)}$$ time extension generates all possible alignments. It is shown that this additional expressivity comes at the cost of probabilistic parsing.