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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Bibliographic Details
Main Authors: José Pedro Pinto, Paula Viana, Inês Teixeira, Maria Andrade
Format: Article
Language:English
Published: PeerJ Inc. 2022-07-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-964.pdf