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    <name type="personal">
        <namePart type="given">Miryam</namePart>
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    <name type="personal">
        <namePart type="given">Joakim</namePart>
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            <title>Proceedings of the 15th International Conference on Parsing Technologies</title>
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            <namePart type="given">Yusuke</namePart>
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        <name type="personal">
            <namePart type="given">Kenji</namePart>
            <namePart type="family">Sagae</namePart>
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    <abstract>In this paper, we extend the arc-hybrid system for transition-based parsing with a swap transition that enables reordering of the words and construction of non-projective trees. Although this extension breaks the arc-decomposability of the transition system, we show how the existing dynamic oracle for this system can be modified and combined with a static oracle only for the swap transition. Experiments on 5 languages show that the new system gives competitive accuracy and is significantly better than a system trained with a purely static oracle.</abstract>
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%0 Conference Proceedings
%T Arc-Hybrid Non-Projective Dependency Parsing with a Static-Dynamic Oracle
%A de Lhoneux, Miryam
%A Stymne, Sara
%A Nivre, Joakim
%Y Miyao, Yusuke
%Y Sagae, Kenji
%S Proceedings of the 15th International Conference on Parsing Technologies
%D 2017
%8 September
%I Association for Computational Linguistics
%C Pisa, Italy
%F de-lhoneux-etal-2017-arc
%X In this paper, we extend the arc-hybrid system for transition-based parsing with a swap transition that enables reordering of the words and construction of non-projective trees. Although this extension breaks the arc-decomposability of the transition system, we show how the existing dynamic oracle for this system can be modified and combined with a static oracle only for the swap transition. Experiments on 5 languages show that the new system gives competitive accuracy and is significantly better than a system trained with a purely static oracle.
%U https://aclanthology.org/W17-6314
%P 99-104

Markdown (Informal)

[Arc-Hybrid Non-Projective Dependency Parsing with a Static-Dynamic Oracle](https://aclanthology.org/W17-6314) (de Lhoneux et al., IWPT 2017)

• Arc-Hybrid Non-Projective Dependency Parsing with a Static-Dynamic Oracle (de Lhoneux et al., IWPT 2017)

ACL

• Miryam de Lhoneux, Sara Stymne, and Joakim Nivre. 2017. Arc-Hybrid Non-Projective Dependency Parsing with a Static-Dynamic Oracle. In Proceedings of the 15th International Conference on Parsing Technologies, pages 99–104, Pisa, Italy. Association for Computational Linguistics.