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Data Description: The RVL-CDIP dataset is publicly accessible and consists of document pictures used for testing various models, including those for document classification, information retrieval, and question-answering systems.
It contributed to the training of several models. However, because to technological limitations, only a tiny portion of the dataset is used in this research.
Data Preparation: Text from pictures is converted into machine-readable English using Tesseract OCR in the research for the LayoutLMv2 model, which incorporates text image alignments and matching jobs with an attention mechanism. |