The Development of Context Specificity of Lemma. A Word Embeddings Approach
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11210%2F18%3A10384322" target="_blank" >RIV/00216208:11210/18:10384322 - isvavai.cz</a>
Alternative codes found
RIV/61988987:17250/19:A2001VPF
Result on the web
<a href="https://verso.is.cuni.cz/pub/verso.fpl?fname=obd_publikace_handle&handle=l8QMMMeCD_" target="_blank" >https://verso.is.cuni.cz/pub/verso.fpl?fname=obd_publikace_handle&handle=l8QMMMeCD_</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1080/09296174.2018.1491748" target="_blank" >10.1080/09296174.2018.1491748</a>
Alternative languages
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 linguistic research of word semantics. A new method of measuring context specificity of lemma based on Word Embeddings Word2vec technique is proposed in the first part of the article. Then the method is illustrated in the analysis of the Czech political discourse in the second part. The research is based on the corpus of the Czech journalism consisting of more than 3 billion tokens. The results show that the proposed method is applicable for detecting the semantic development of a lemma and it could have a great potential for linguistic studies if one can apply it with comprehensive explanations.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
60203 - Linguistics
Result continuities
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
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Journal of Quantitative Linguistics
ISSN
0929-6174
e-ISSN
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Volume of the periodical
2018
Issue of the periodical within the volume
8
Country of publishing house
GB - UNITED KINGDOM
Number of pages
18
Pages from-to
1-18
UT code for WoS article
000470675600001
EID of the result in the Scopus database
2-s2.0-85052152784