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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...
Autores principales: | Kostrzewa, Łukasz, Nowak, Robert |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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 |
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