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In this YouTube tutorial, the focus is on annotating a dataset for question answering tasks in natural language processing (NLP). This task involves providing context, a question, and an answer within the context. The process involves forming questions and finding answers within a given context. To train a question answering model, a dataset in Squad format is required. This format is essential for preparing for question answering tasks efficiently.