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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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Autors principals: Mohammed Alsuhaibani, Danushka Bollegala, Takanori Maehara, Ken-Ichi Kawarabayashi
Format: Artigo
Idioma:Inglês
Publicat: Public Library of Science (PLoS) 2018-01-01
Col·lecció:PLoS ONE
Accés en línia:http://europepmc.org/articles/PMC5847320?pdf=render
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