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This shared task will be the first to target a large set of dialect labels at the city and country levels. The data for the shared task is created or collected under the Multi-Arabic Dialect Applications and Resources (MADAR) project.
Tools for Arabic language processing using the MADAR dataset. Includes Next Word Prediction with an n-gram model and Dialect Identification with a BERT model. Features an interactive UI with Streamlit and comprehensive text preprocessing for Arabic.