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Ditemukan 2 dari pencarian Anda melalui kata kunci: author=Demerdash
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Indonesian Journal of Electrical Engineering and Informatics (IJEEI) Vol 14, …
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AbdulHadi Nabi AhmedAhmed Abdelhamed ElgayarAhmed E. SolimanBasma Ezzat ElDemerdash

Arabic diacritization is the task of adding diacritical marks to Arabic text to aid correct articulation, resolve lexical ambiguity, and support downstream natural language processing tasks. This study proposes a hybrid deep learning architecture that augments a pre-trained transformer encoder (AraBERTv02) with a sequential prediction head built on either a Bidirectional Long Short-Term Memory …

Edisi
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ISBN/ISSN
2089-3272
Deskripsi Fisik
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Judul Seri
-
No. Panggil
050
cover
Indonesian Journal of Electrical Engineering and Informatics (IJEEI) Vol 14, …
Komentar Bagikan
Ahmed El Saeid Ali SolimanAhmed ElgayarBasma ElDemerdashReda Abd Elwahab ElKhoribi

Few-shot text classification is a challenging problem in natural language processing. Models have to generalize from a small number of labeled examples. This paper investigates the effectiveness of data augmentation methods (back-translation, paraphrasing, and noise injection) on overfitting prevention and generalization enhancement in few-shot scenario for small transformer models such as Dist…

Edisi
-
ISBN/ISSN
2089-3272
Deskripsi Fisik
-
Judul Seri
-
No. Panggil
050