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Text Data Augmentation for Deep Learning

Natural Language Processing (NLP) is one of the most captivating applications of Deep Learning. In this survey, we consider how the Data Augmentation training strategy can aid in its development. We begin with the major motifs of Data Augmentation summarized into strengthening local decision boundar...

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Foilsithe in:J Big Data
Main Authors: Shorten, Connor, Khoshgoftaar, Taghi M., Furht, Borko
Formáid: Artigo
Teanga:Inglês
Foilsithe: Springer International Publishing 2021
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC8287113/
https://ncbi.nlm.nih.gov/pubmed/34306963
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s40537-021-00492-0
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