A multi - layered system for arabic text diacritization /
Aya Salah Metwally Hussein
A multi - layered system for arabic text diacritization / نظام متعدد الطبقات للتشكيل الالكترونى للنصوص العربية Aya Salah Metwally Hussein ; Supervised Amir F. Atiya , Mohsen A. Rashwan - Cairo : Aya Salah Metwally Hussein , 2015 - 70 P. : plans ; 30cm
Thesis (M.Sc.) - Cairo University - Faculty of Engineering - Department of Computer Engineering
In this work, we handle the problem of Arabic text diacritization. We propose a system of three layers in which every layer takes a step towards the full diacritization of the input sequence. We achieve very high WER in both morphological and syntactic diacritization. Our syntactic WER is 8.18% which is 4.9% better than the best published results. In addition, our system provides high speed processing which makes it very suitable for real time operations
Arabic text diacritization Machine learning Natural language processing
A multi - layered system for arabic text diacritization / نظام متعدد الطبقات للتشكيل الالكترونى للنصوص العربية Aya Salah Metwally Hussein ; Supervised Amir F. Atiya , Mohsen A. Rashwan - Cairo : Aya Salah Metwally Hussein , 2015 - 70 P. : plans ; 30cm
Thesis (M.Sc.) - Cairo University - Faculty of Engineering - Department of Computer Engineering
In this work, we handle the problem of Arabic text diacritization. We propose a system of three layers in which every layer takes a step towards the full diacritization of the input sequence. We achieve very high WER in both morphological and syntactic diacritization. Our syntactic WER is 8.18% which is 4.9% better than the best published results. In addition, our system provides high speed processing which makes it very suitable for real time operations
Arabic text diacritization Machine learning Natural language processing