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05/04/2023
Text Reading Order in Uncontrolled Conditions by Sparse Graph Segmentation
Text reading order is a crucial aspect in the output of an OCR engine, w...
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03/17/2022
Unified Line and Paragraph Detection by Graph Convolutional Networks
We formulate the task of detecting lines and paragraphs in a document in...
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03/16/2022
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction
Sequence modeling has demonstrated state-of-the-art performance on natur...
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06/21/2021
ROPE: Reading Order Equivariant Positional Encoding for Graph-based Document Information Extraction
Natural reading orders of words are crucial for information extraction f...
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01/29/2021