A Novel Approach for Mitigating Class Imbalance in Arabic Text Classification

Natural language processing (NLP) has become somewhat well-known because of its many uses; deep neural networks have driven major developments. Still, there are difficulties, especially in Arabic NLP, where the language’s large vocabulary of over 12 million words and several dialects cause sp...

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Detalles Bibliográficos

Principais autores:	Emad Nabil, Abdelrahman Ezzeldin Nagib, Mena Hany, Safiullah Faizullah, Wael Hassan Gomaa
Formato:	Artigo
Idioma:	Inglês
Publicado:	IEEE 2025-01-01
Series:	IEEE Access
Assuntos:	Natural language processing intra-class similarity Transformers classification class weights semantic similarity
Acceso en liña:	https://ieeexplore.ieee.org/document/11145759/
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