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MifsudEtAl2025 ReceiptInformationExtraction JointMultimodalTransformer RuleBasedModel by xamibop753 is a document available to read on EtoBox.

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This article presents a novel approach for receipt information extraction using a combination of a multi-modal transformer model (LayoutLMv3) and a rule-based model. The study highlights the development of a comprehensive annotated dataset and demonstrates that integrating the rule-based model enhances the performance of the transformer, achieving an F1 score of 0.98 in classifying receipt data. The research aims to improve automation in document processing for tasks such as tax and expense reporting.

Author

xamibop753

Language

EN