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Neural attention with character embeddings for hay fever detection from twitter
The paper aims to leverage the highly unstructured user-generated content in the context of pollen allergy surveillance using neural networks with character embeddings and the attention mechanism. Currently, there is no accurate representation of hay fever prevalence, particularly in real-time scena...
Autores principales: | Du, Jiahua, Michalska, Sandra, Subramani, Sudha, Wang, Hua, Zhang, Yanchun |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6790203/ https://www.ncbi.nlm.nih.gov/pubmed/31656594 http://dx.doi.org/10.1007/s13755-019-0084-2 |
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