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Universal Dependencies for Serbian in Comparison with Croatian and Other Slavic Languages ...
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Parsing Universal Dependencies without training ...
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Abstract:
We propose UDP, the first training-free parser for Universal Dependencies (UD). Our algorithm is based on PageRank and a small set of head attachment rules. It features two-step decoding to guarantee that function words are attached as leaf nodes. The parser requires no training, and it is competitive with a delexicalized transfer system. UDP offers a linguistically sound unsupervised alternative to cross-lingual parsing for UD, which can be used as a baseline for such systems. The parser has very few parameters and is distinctly robust to domain change across languages. ... : EACL 2017, 8+2 pages ...
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Keyword:
Computation and Language cs.CL; FOS Computer and information sciences
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URL: https://dx.doi.org/10.48550/arxiv.1701.03163 https://arxiv.org/abs/1701.03163
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Universal Dependencies for Serbian in Comparison with Croatian and Other Slavic Languages
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In: Samardžić, Tanja; Starović, Mirjana; Agić, Željko; Ljubešić, Nikola (2017). Universal Dependencies for Serbian in Comparison with Croatian and Other Slavic Languages. In: Proceedings of the 6th Workshop on Balto-Slavic Natural Language Processing, Valencia, Spain, 4 April 2017, Association for Computational Linguistic. (2017)
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Multilingual Projection for Parsing Truly Low-Resource Languageš
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In: EISSN: 2307-387X ; Transactions of the Association for Computational Linguistics ; https://hal.inria.fr/hal-01426754 ; Transactions of the Association for Computational Linguistics, The MIT Press, 2016 (2016)
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Cross-lingual Dependency Parsing of Related Languages with Rich Morphosyntactic Tagsets
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