The Development of Context Specificity of Lemma. A Word Embeddings Approach.

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17250%2F19%3AA2001VPF" target="_blank" >RIV/61988987:17250/19:A2001VPF - isvavai.cz</a>
Alternative codes found
RIV/00216208:11210/18:10384322
Result on the web
<a href="https://www.tandfonline.com/doi/abs/10.1080/09296174.2018.1491748" target="_blank" >https://www.tandfonline.com/doi/abs/10.1080/09296174.2018.1491748</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1080/09296174.2018.1491748" target="_blank" >10.1080/09296174.2018.1491748</a>

Result language
angličtina
Original language name
The Development of Context Specificity of Lemma. A Word Embeddings Approach.
Original language description
The study deals with the application of the neural networks in the linguisticresearch of word semantics. A new method of measuring context specificity oflemma based on Word Embeddings Word2vec technique is proposed in thefirst part of the article. Then the method is illustrated in the analysis of theCzech political discourse in the second part. The research is based on thecorpus of the Czech journalism consisting of more than 3 billion tokens. Theresults show that the proposed method is applicable for detecting the semanticdevelopment of a lemma and it could have a great potential for linguisticstudies if one can apply it with comprehensive explanations.
Czech name
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Czech description
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Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
—
OECD FORD branch
60203 - Linguistics

Project
<a href="/en/project/EF16_019%2F0000734" target="_blank" >EF16_019/0000734: Creativity and Adaptability as Conditions of the Success of Europe in an Interrelated World</a><br>
Continuities
S - Specificky vyzkum na vysokych skolach

Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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