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    Zero-BertXGB: An Empirical Technique for Abstract Classification in Systematic Reviews by Mohammad Shariful Islam, Mohammad Abu Tareq Rony, Md Rasel Hossain, Samah Alshathri, Walid El-Shafai

    Published 2025-01-01
    “…A novel Zero-BertXGB technique is introduced, integrating a transformer-based language model, zero-shot learning, and an ML classifier to enhance abstract screening and classification into “Include” or “Exclude” categories. This approach leverages contextual understanding and precision for efficient abstract processing. …”
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