Dual decomposition for parsing with non-projective head automata

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Koo, Terry; Rush, Alexander Matthew; Collins, Michael; Jaakkola, Tommi S.; Sontag, David Alexander;
(2010)
  • Publisher: Association for Computational Linguistics
  • Subject:
    arxiv: Computer Science::Computation and Language (Computational Linguistics and Natural Language and Speech Processing)

This paper introduces algorithms for non-projective parsing based on dual decomposition. We focus on parsing algorithms for non-projective head automata, a generalization of head-automata models to non-projective structures. The dual decomposition algorithms are simple ... View more
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