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09/03/2023
Attention Where It Matters: Rethinking Visual Document Understanding with Selective Region Concentration
We propose a novel end-to-end document understanding model called SeRum ...
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03/16/2023
Grab What You Need: Rethinking Complex Table Structure Recognition with Flexible Components Deliberation
Recently, Table Structure Recognition (TSR) task, aiming at identifying ...
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07/11/2022
GMN: Generative Multi-modal Network for Practical Document Information Extraction
Document Information Extraction (DIE) has attracted increasing attention...
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05/05/2022
Relational Representation Learning in Visually-Rich Documents
Relational understanding is critical for a number of visually-rich docum...
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11/26/2021