In the Identification of Arabic Dialects: A Loss Function Ensemble Learning Based-Approach

Author:

Jamal Salma,Khaled Salma,Kassem Aly M.,Eltabey Ayaalla,Osama Alaa,Mohamed Samah,Elattar Mustafa A.

Publisher

Springer Nature Switzerland

Reference26 articles.

1. Abdelali, A., Mubarak, H., Samih, Y., Hassan, S., Darwish, K.: QADI: arabic dialect identification in the wild. In: Proceedings of the Sixth Arabic Natural Language Processing Workshop, pp. 1–10 (2021)

2. Abdul-Mageed, M., Elmadany, A., Nagoudi, E.M.B.: Arbert & marbert: deep bidirectional transformers for arabic. arXiv preprint arXiv:2101.01785 (2020)

3. Abdul-Mageed, M., Zhang, C., Bouamor, H., Habash, N.: Nadi 2020: The first nuanced Arabic dialect identification shared task. In: Proceedings of the Fifth Arabic Natural Language Processing Workshop, pp. 97–110 (2020)

4. Ali, M.: Character level convolutional neural network for Arabic dialect identification. In: Proceedings of the Fifth Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial 2018), pp. 122–127 (2018)

5. Antoun, W., Baly, F., Hajj, H.: Arabert: transformer-based model for Arabic language understanding. arXiv preprint arXiv:2003.00104 (2020)

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