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Graph-based exploration and clustering analysis of semantic spaces

Abstract The goal of this study is to demonstrate how network science and graph theory tools and concepts can be effectively used for exploring and comparing semantic spaces of word embeddings and lexical databases. Specifically, we construct semantic networks based on word2vec representation of wor...

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Detalhes bibliográficos
Main Authors: Alexander Veremyev, Alexander Semenov, Eduardo L. Pasiliao, Vladimir Boginski
Formato: Artigo
Idioma:Inglês
Publicado em: SpringerOpen 2019-11-01
Colecção:Applied Network Science
Assuntos:
Acesso em linha:http://link.springer.com/article/10.1007/s41109-019-0228-y
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