Book ; Online: D-Nikud
Enhancing Hebrew Diacritization with LSTM and Pretrained Models
2024
Abstract: D-Nikud, a novel approach to Hebrew diacritization that integrates the strengths of LSTM networks ...
Abstract | D-Nikud, a novel approach to Hebrew diacritization that integrates the strengths of LSTM networks and BERT-based (transformer) pre-trained model. Inspired by the methodologies employed in Nakdimon, we integrate it with the TavBERT pre-trained model, our system incorporates advanced architectural choices and diverse training data. Our experiments showcase state-of-the-art results on several benchmark datasets, with a particular emphasis on modern texts and more specified diacritization like gender. |
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Keywords | Computer Science - Computation and Language |
Publishing date | 2024-01-30 |
Publishing country | us |
Document type | Book ; Online |
Database | BASE - Bielefeld Academic Search Engine (life sciences selection) |
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