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Improving word embeddings in Portuguese: increasing accuracy while reducing the size of the corpus

The subjectiveness of multimedia content description has a strong negative impact on tag-based information retrieval. In our work, we propose enhancing available descriptions by adding semantically related tags. To cope with this objective, we use a word embedding technique based on the Word2Vec neu...

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Detalles Bibliográficos
Autores principales: Pinto, José Pedro, Viana, Paula, Teixeira, Inês, Andrade, Maria
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9301597/
https://www.ncbi.nlm.nih.gov/pubmed/35875629
http://dx.doi.org/10.7717/peerj-cs.964