A survey of word embeddings based on deep learning

The representational basis for downstream natural language processing tasks is word embeddings, which capture lexical semantics in numerical form to handle the abstract semantic concept of words. Recently, the word embeddings approaches, represented by deep learning, has attracted extensive attentio...

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Bibliographic Details
Published in:Computing Vol. 102; no. 3; pp. 717 - 740
Main Authors: Wang, Shirui, Zhou, Wenan, Jiang, Chao
Format: Journal Article
Language:English
Published: Vienna Springer Vienna 01.03.2020
Springer Nature B.V
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ISSN:0010-485X, 1436-5057
Online Access:Get full text
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