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Investigating the impact of pre-processing techniques and pre-trained word embeddings in detecting Arabic health information on social media

This paper presents a comprehensive evaluation of data pre-processing and word embedding techniques in the context of Arabic document classification in the domain of health-related communication on social media. We evaluate 26 text pre-processings applied to Arabic tweets within the process of train...

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Detalles Bibliográficos
Autores principales: Albalawi, Yahya, Buckley, Jim, Nikolov, Nikola S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8253467/
https://www.ncbi.nlm.nih.gov/pubmed/34249602
http://dx.doi.org/10.1186/s40537-021-00488-w