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What is Graph-Based Document Structure Analysis about?

The paper introduces a novel graph-based Document Structure Analysis (gDSA) task aimed at enhancing document comprehension by capturing spatial and logical relations among document elements through a structured graph representation. It presents the GraphDoc dataset, which includes 80,000 document images and over 4 million relation annotations, enabling models to perform various tasks such as reading order prediction and hierarchical structure analysis. The proposed Document Relation Graph Generator (DRGG) a

Author

aegr82

Language

EN