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EATEN: Entity-Aware Attention for Single Shot Visual Text Extraction

EATEN: Entity-Aware Attention for Single Shot Visual Text Extraction

Extracting Text of Interest (ToI) from images is a crucial part of many OCR applications, such as entity recognition of cards, invoices, and receipts. Most of the existing works employ complicated engineering pipeline, which contains OCR and structure information extraction, to fulfill this task. This paper proposes an Entity-aware Attention …