Graph Neural Networks and Representation Embedding for Table Extraction in PDF Documents

Table Extraction (TE) is redefined as a node classification task, addressed by a GNN. Graph nodes are composed of basic PDF objects while edges are computed considering relationships and mutual distances between nodes.

Data and Resources

Cite this as

Andrea Gemelli, Emanuele Vivoli, Simone Marinai (2024). Dataset: Graph Neural Networks and Representation Embedding for Table Extraction in PDF Documents. https://doi.org/10.57702/44b6xloo

DOI retrieved: December 16, 2024

Additional Info

Field Value
Created December 16, 2024
Last update December 16, 2024
Defined In https://doi.org/10.1109/ICPR56361.2022.9956590
Author Andrea Gemelli
More Authors
Emanuele Vivoli
Simone Marinai
Homepage https://github.com/AILab-UniFI/GNN-TableExtraction