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Jointly learning word embeddings using a corpus and a knowledge base

Methods for representing the meaning of words in vector spaces purely using the information distributed in text corpora have proved to be very valuable in various text mining and natural language processing (NLP) tasks. However, these methods still disregard the valuable semantic relational structur...

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Detalles Bibliográficos
Autores principales: Alsuhaibani, Mohammed, Bollegala, Danushka, Maehara, Takanori, Kawarabayashi, Ken-ichi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5847320/
https://www.ncbi.nlm.nih.gov/pubmed/29529052
http://dx.doi.org/10.1371/journal.pone.0193094