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Text Semantic Classification of Long Discourses Based on Neural Networks with Improved Focal Loss

Semantic classification of Chinese long discourses is an important and challenging task. Discourse text is high-dimensional and sparse. Furthermore, when the number of classes of dataset is large, the data distribution will be seriously imbalanced. In solving these problems, we propose a novel end-t...

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Detalles Bibliográficos
Autores principales: Jiang, Dan, He, Jin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7810536/
https://www.ncbi.nlm.nih.gov/pubmed/33505454
http://dx.doi.org/10.1155/2021/8845362