Towards a Universal Semantic Dictionary

Towards a Universal Semantic Dictionary

A novel method for finding linear mappings among word embeddings for several languages, taking as pivot a shared, multilingual embedding space, is proposed in this paper. Previous approaches learned translation matrices between two specific languages, while this method learns translation matrices be...

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Bibliographic Details
Main Authors: Maria Jose Castro-Bleda, Eszter Iklódi, Gábor Recski, Gábor Borbély
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Applied Sciences
Subjects:
natural language processing
semantics
word embeddings
multilingual embeddings
translation
artificial neural networks
Online Access:https://www.mdpi.com/2076-3417/9/19/4060

Internet

https://www.mdpi.com/2076-3417/9/19/4060

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