D-Nikud: Enhancing Hebrew Diacritization with LSTM and Pretrained Models

Inspired by the methodologies Nikud can identify intricate syntactic and semantic employed in Nakdimon, we integrate it with the patterns intrinsic to the Hebrew language. TavBERT pre-trained model, our system incorporates advanced architectural choices and diverse training data.