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An infodemiological analysis of arabic online educational content on low back pain: Insights into quality and reliability. [PDF]
Alradhi HA +7 more
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Dataset creation and benchmarking for Kashmiri news snippet classification using fine-tuned transformer and LLM models in a low resource setting. [PDF]
Deyar DU +4 more
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Association between problematic smartphone use and ADHD symptoms among nursing students at a Saudi public university. [PDF]
Sharif L +7 more
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Improved Arabic query expansion using word embedding. [PDF]
Al-Lahham YA +3 more
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A survey of Arabic text classification approaches
International Journal of Computer Applications in Technology, 2019Categorisation of text is significant trend that ultimately appears owing to the internet revolution nowadays resulting in enormous amounts data that depend on various languages. The Arabic language is one of the most commonly used languages all over the world; it is considered the fifth most spoken one.
Rashed Salem
exaly +2 more sources
Arabic text classification based on analogical proportions
Expert SystemsAbstractText classification is the process of labelling a given set of text documents with predefined classes or categories. Existing Arabic text classifiers are either applying classic Machine Learning algorithms such as k‐NN and SVM or using modern deep learning techniques.
Bilel Elayeb, Amir Hussain
exaly +2 more sources
Employing fisher discriminant analysis for Arabic text classification
Computers and Electrical Engineering, 2018Abstract Fisher's discriminant analysis; also called linear discriminant analysis (LDA), is a popular dimensionality reduction technique that is widely used for features extraction. LDA aims at finding an optimal linear transformation based on maximizing a class separability.
Fawaz S Al-Anzi, Dia Abuzeina
exaly +2 more sources
Classification of Cyberbullying Text in Arabic
2020 International Joint Conference on Neural Networks (IJCNN), 2020The increase in electronic devices and social media use has allowed face-to-face bullying integrate the cyber space. Cyberbullying is an increasing problem that affects its victims worldwide both mentally and physically. Acting upon this phenomenon is of highly importance.
Azzeddine Rachid Benaissa +2 more
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Text Classification of Arabic Text: Deep Learning in ANLP
2021Recently Natural Language Processing (NLP) has excessive attention due to increased data available online and needs processing. Nevertheless, the huge development in the NLP but still Arabic Natural Language Processing (ANLP) faces many challenges and grief from researchers’ leakage compared with English NLP. Mainly this study has three divisions.
Ahlam Wahdan +2 more
openaire +1 more source

