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Conference paper (published)We present DeezyMatch, a free, open-source software library written in Python for fuzzy string matching and candidate ranking. Its pair classifier supports various deep neural network architectures for training new classifiers and for fine-tuning a pretrained model, which paves the way for transfer learning in fuzzy string matching. This approach...
Hosseini, Kasra ; Nanni, Federico ; Coll Ardanuy, Mariona
Conference paper (published)In this paper we use a novel approach towards Arabic dialect identification using language bivalency and written code-switching. Bivalency between languages or dialects is where a word or element is treated by language users as having a fundamentally similar semantic content in more than one language or dialect. Arabic dialect...
El-Haj, Mahmoud ; Rayson, Paul ; Aboelezz, Mariam