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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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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Alsuhaibani, Mohammed, Bollegala, Danushka, Maehara, Takanori, Kawarabayashi, Ken-ichi
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5847320/
https://ncbi.nlm.nih.gov/pubmed/29529052
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0193094
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