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Extracting relations from texts using vector language models and a neural network classifier

The article investigates the possibility of identifying the presence of SKOS (Simple Knowledge Organization System) relations between concepts represented by terms on the base of their vector representation in general natural language models. Several language models of the Word2Vec and GloVe familie...

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Detalles Bibliográficos
Principais autores: Maksim Shishaev, Vladimir Dikovitsky, Vadim Pimeshkov, Nikita Kuprikov, Mikhail Kuprikov, Viacheslav Shkodyrev
Formato: Artigo
Idioma:Inglês
Publicado: PeerJ Inc. 2023-10-01
Series:PeerJ Computer Science
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Acceso en liña:https://peerj.com/articles/cs-1636.pdf
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