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
Autores principales: Shishaev, Maksim, Dikovitsky, Vladimir, Pimeshkov, Vadim, Kuprikov, Nikita, Kuprikov, Mikhail, Shkodyrev, Viacheslav
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
Materias:
Artificial Intelligence
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

Internet

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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