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    <titleInfo>
        <title>Using hyperlinks to improve multilingual partial parsers</title>
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        <namePart type="given">Anders</namePart>
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            <title>Proceedings of the 15th International Conference on Parsing Technologies</title>
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        <name type="personal">
            <namePart type="given">Yusuke</namePart>
            <namePart type="family">Miyao</namePart>
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            <namePart type="given">Kenji</namePart>
            <namePart type="family">Sagae</namePart>
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    <abstract>Syntactic annotation is costly and not available for the vast majority of the world’s languages. We show that sometimes we can do away with less labeled data by exploiting more readily available forms of mark-up. Specifically, we revisit an idea from Valentin Spitkovsky’s work (2010), namely that hyperlinks typically bracket syntactic constituents or chunks. We strengthen his results by showing that not only can hyperlinks help in low resource scenarios, exemplified here by Quechua, but learning from hyperlinks can also improve state-of-the-art NLP models for English newswire. We also present out-of-domain evaluation on English Ontonotes 4.0.</abstract>
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%0 Conference Proceedings
%T Using hyperlinks to improve multilingual partial parsers
%A Søgaard, Anders
%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 sogaard-2017-using
%X Syntactic annotation is costly and not available for the vast majority of the world’s languages. We show that sometimes we can do away with less labeled data by exploiting more readily available forms of mark-up. Specifically, we revisit an idea from Valentin Spitkovsky’s work (2010), namely that hyperlinks typically bracket syntactic constituents or chunks. We strengthen his results by showing that not only can hyperlinks help in low resource scenarios, exemplified here by Quechua, but learning from hyperlinks can also improve state-of-the-art NLP models for English newswire. We also present out-of-domain evaluation on English Ontonotes 4.0.
%U https://aclanthology.org/W17-6310
%P 67-71

Markdown (Informal)

[Using hyperlinks to improve multilingual partial parsers](https://aclanthology.org/W17-6310) (Søgaard, IWPT 2017)

• Using hyperlinks to improve multilingual partial parsers (Søgaard, IWPT 2017)

ACL

• Anders Søgaard. 2017. Using hyperlinks to improve multilingual partial parsers. In Proceedings of the 15th International Conference on Parsing Technologies, pages 67–71, Pisa, Italy. Association for Computational Linguistics.