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Proceedings of the Institute for System Programming of the RAS, 2016, Volume 28, Issue 6, Pages 197–206
DOI: https://doi.org/10.15514/ISPRAS-2016-28(6)-14 (Mi tisp94) 		 
This article is cited in 1 scientific paper (total in 1 paper)

Joining dictionaries and word embeddings for ontology induction

D. A. Ustalov

Krasovskii Institute of Mathematics and Mechanics
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DOI: https://doi.org/10.15514/ISPRAS-2016-28(6)-14
Abstract: This paper presents an ontology induction approach that extracts the structured lexical knowledge from synonym dictionaries and establishing the semantic relations within these structures using word embeddings and their projections. The results of the preliminary experiments have also been reported showing certain strengths and weaknesses of the proposed approach.
Keywords: ontology induction, lexical resource, synonyms, word embeddings, graph clustering, projection learning.
Funding agency Grant number
Russian Foundation for Basic Research 16-37-00354
Russian Humanitarian Science Foundation 13-04-12020
16-04-12019
The reported study was funded by RFBR according to the research project no. 16-37-00354 мол_а. This work is supported by the Russian Foundation for the Humanities projects no. 13-04-12020 "New Open Electronic Thesaurus for Russian" and no. 16-04-12019 "RussNet and YARN thesauri integration".
Bibliographic databases:
Document Type: Article
Language: English
Citation: D. A. Ustalov, “Joining dictionaries and word embeddings for ontology induction”, Proceedings of ISP RAS, 28:6 (2016), 197–206
Citation in format AMSBIB
\Bibitem{Ust16}
\by D.~A.~Ustalov
\paper Joining dictionaries and word embeddings for ontology induction
\jour Proceedings of ISP RAS
\yr 2016
\vol 28
\issue 6
\pages 197--206
\mathnet{http://mi.mathnet.ru/tisp94}
\crossref{https://doi.org/10.15514/ISPRAS-2016-28(6)-14}
\elib{https://elibrary.ru/item.asp?id=27679180}
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  • https://www.mathnet.ru/eng/tisp/v28/i6/p197
    • 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
    		Proceedings of the Institute for System Programming of the RAS
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