Many Languages, One Parser

@article{Ammar2016ManyLO,
  title={Many Languages, One Parser},
  author={Waleed Ammar and George Mulcaire and Miguel Ballesteros and Chris Dyer and Noah A. Smith},
  journal={Transactions of the Association for Computational Linguistics},
  year={2016},
  volume={4},
  pages={431-444}
}
  • Waleed Ammar, George Mulcaire, +2 authors Noah A. Smith
  • Published 2016
  • Computer Science
  • Transactions of the Association for Computational Linguistics
  • We train one multilingual model for dependency parsing and use it to parse sentences in several languages. [...] Key Result Our parser’s performance compares favorably to strong baselines in a range of data scenarios, including when the target language has a large treebank, a small treebank, or no treebank for training.Expand Abstract
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    References

    SHOWING 1-10 OF 69 REFERENCES
    CoNLL-X Shared Task on Multilingual Dependency Parsing
    • 987
    • PDF
    Selective Sharing for Multilingual Dependency Parsing
    • 138
    • Highly Influential
    • PDF
    A Neural Network Model for Low-Resource Universal Dependency Parsing
    • 34
    • Highly Influential
    • PDF
    Universal Dependencies 1.4
    • 67
    Syntactic Transfer Using a Bilingual Lexicon
    • 61
    • PDF
    Cross-lingual Dependency Parsing Based on Distributed Representations
    • 149
    • Highly Influential
    • PDF
    Treebank Translation for Cross-Lingual Parser Induction
    • 60
    • PDF