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English to Turkish machine translation using synchronous grammars
(Işık Üniversitesi, 2022-06-14)
Machine translation (MT) has been one of the hot topics in NLP research over recent years. However, most of the related studies have been done for specific languages, and there are a limited number of comprehensive studies ...
Using uncertainty metrics in adversarial machine learning as an attack and defense tool
(Işık Ünivresitesi, 2022-12-19)
Deep Neural Network (DNN) models are widely renowned for their resistance to random perturbations. However, researchers have found out that these models are indeed extremely vulnerable to deliberately crafted and seemingly ...