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Graph Neural Networks and Representation Embedding for Table Extraction in PDF Documents. (arXiv:2208.11203v1 [cs.CV])
cs.CV updates on arXiv.org arxiv.org
Tables are widely used in several types of documents since they can bring
important information in a structured way. In scientific papers, tables can sum
up novel discoveries and summarize experimental results, making the research
comparable and easily understandable by scholars. Several methods perform table
analysis working on document images, losing useful information during the
conversion from the PDF files since OCR tools can be prone to recognition
errors, in particular for text inside tables. The main contribution of this …
arxiv cv embedding extraction graph graph neural networks networks neural networks pdf representation table extraction