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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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Pubblicato in:PLoS One
Autori principali: Bollegala, Danushka, Hayashi, Kohei, Kawarabayashi, Ken-ichi
Natura: Artigo
Lingua:Inglês
Pubblicazione: Public Library of Science 2017
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC5604957/
https://ncbi.nlm.nih.gov/pubmed/28926629
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0184544
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