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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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Detalles Bibliográficos
Autores principales: Shorten, Connor, Khoshgoftaar, Taghi M., Furht, Borko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8287113/
https://www.ncbi.nlm.nih.gov/pubmed/34306963
http://dx.doi.org/10.1186/s40537-021-00492-0