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Task reformulation and data-centric approach for Twitter medication name extraction

Automatically extracting medication names from tweets is challenging in the real world. There are many tweets; however, only a small proportion mentions medications. Thus, datasets are usually highly imbalanced. Moreover, the length of tweets is very short, which makes it hard to recognize medicatio...

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Detalles Bibliográficos
Autores principales: Zhang, Yu, Lee, Jong Kang, Han, Jen-Chieh, Tsai, Richard Tzong-Han
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9397573/
https://www.ncbi.nlm.nih.gov/pubmed/35998105
http://dx.doi.org/10.1093/database/baac067