Article | NEAL Proceedings of the 22nd Nordic Conference on Computational Linguistics (NoDaLiDa), September 30 - October 2, Turku, Finland | An evaluation of Czech word embeddings Linköping University Electronic Press Conference Proceedings
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Title:
An evaluation of Czech word embeddings
Author:
Karolína Horenovská: Charles University, Faculty of Mathematics and Physics, Institute of Formal and Applied Linguistics, Czech Republic
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Full text (pdf)
Year:
2019
Conference:
NEAL Proceedings of the 22nd Nordic Conference on Computational Linguistics (NoDaLiDa), September 30 - October 2, Turku, Finland
Issue:
167
Article no.:
007
Pages:
65--75
No. of pages:
10
Publication type:
Abstract and Fulltext
Published:
2019-10-02
ISBN:
978-91-7929-995-8
Series:
Linköping Electronic Conference Proceedings
ISSN (print):
1650-3686
ISSN (online):
1650-3740
Series:
NEALT Proceedings Series
Publisher:
Linköping University Electronic Press, Linköpings universitet


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We present an evaluation of Czech low-dimensional distributed word representations, also known as word embeddings. We describe five different approaches to training the models and three different corpora used in training. We evaluate the resulting models on five different datasets, report the results and provide their further analysis.

Keywords: word embeddings word similarity word analogy synonym retrieval

NEAL Proceedings of the 22nd Nordic Conference on Computational Linguistics (NoDaLiDa), September 30 - October 2, Turku, Finland

Author:
Karolína Horenovská
Title:
An evaluation of Czech word embeddings
References:
No references available

NEAL Proceedings of the 22nd Nordic Conference on Computational Linguistics (NoDaLiDa), September 30 - October 2, Turku, Finland

Author:
Karolína Horenovská
Title:
An evaluation of Czech word embeddings
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Citations:
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Last updated: 2019-11-06