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Polish Court Ruling Classification Using Deep Neural Networks

In this work, the problem of classifying Polish court rulings based on their text is presented. We use natural language processing methods and classifiers based on convolutional and recurrent neural networks. We prepared a dataset of 144,784 authentic, anonymized Polish court rulings. We analyze var...

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Detalles Bibliográficos
Autores principales: Kostrzewa, Łukasz, Nowak, Robert
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8956030/
https://www.ncbi.nlm.nih.gov/pubmed/35336308
http://dx.doi.org/10.3390/s22062137