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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...
Autores principales: | Shishaev, Maksim, Dikovitsky, Vladimir, Pimeshkov, Vadim, Kuprikov, Nikita, Kuprikov, Mikhail, Shkodyrev, Viacheslav |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10588709/ https://www.ncbi.nlm.nih.gov/pubmed/37869460 http://dx.doi.org/10.7717/peerj-cs.1636 |
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