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Sistemy i Sredstva Informatiki [Systems and Means of Informatics], 2018, Volume 28, Issue 2, Pages 145–153
DOI: https://doi.org/10.14357/08696527180211 (Mi ssi578) 		 
This article is cited in 1 scientific paper (total in 1 paper)

Intellectual analysis of data on the basis of Stanford CoreNLP for pos tagging of texts in the Russian language

O. V. Andreeva, M. B. Bagirov, A. A. Dankina, T. O. Fedorova, M. M. Sheveleva

R. E. Alekseev Nizhny Novgorod State Technical University; 24-1 Minin Str., Nizhny Novgorod 603000, Russian Federation
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DOI: https://doi.org/10.14357/08696527180211
Abstract: The basic principles of Stanford CoreNLP and the implementation of this library in various natural languages are discussed. Different ways of Stanford CoreNLP interaction with texts in Russian have been developed. A model that makes it possible to determine the parts of speech in the texts in Russian has been created, the quality of the model's performance on the texts of technical literature in Russian has been increased. The tests that show the effectiveness of the implemented changes are presented.
Keywords: data processing; intellectual data analysis; Stanford CoreNLP; natural language analysis; POS tagger; definition of parts of speech; morphological analysis of texts in the Russian language.
Received: 23.10.2017
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: O. V. Andreeva, M. B. Bagirov, A. A. Dankina, T. O. Fedorova, M. M. Sheveleva, “Intellectual analysis of data on the basis of Stanford CoreNLP for pos tagging of texts in the Russian language”, Sistemy i Sredstva Inform., 28:2 (2018), 145–153
Citation in format AMSBIB
\Bibitem{AndBagDan18}
\by O.~V.~Andreeva, M.~B.~Bagirov, A.~A.~Dankina, T.~O.~Fedorova, M.~M.~Sheveleva
\paper Intellectual analysis of data on the basis of Stanford CoreNLP for pos tagging of texts in the Russian language
\jour Sistemy i Sredstva Inform.
\yr 2018
\vol 28
\issue 2
\pages 145--153
\mathnet{http://mi.mathnet.ru/ssi578}
\crossref{https://doi.org/10.14357/08696527180211}
\elib{https://elibrary.ru/item.asp?id=34954060}
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  • https://www.mathnet.ru/eng/ssi/v28/i2/p145
    • This publication is cited in the following 1 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
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