Learning linear transformations between counting-based and prediction-based word embeddings.

Despite the growing interest in prediction-based word embedding learning methods, it remains unclear as to how the vector spaces learnt by the prediction-based methods differ from that of the counting-based methods, or whether one can be transformed into the other. To study the relationship between...

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Bibliographic Details
Main Authors: Danushka Bollegala, Kohei Hayashi, Ken-Ichi Kawarabayashi
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2017-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5604957?pdf=render