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US Patent 11550871 Processing structured documents using convolutional neural networks

Patent 11550871 was granted and assigned to Google on January, 2023 by the United States Patent and Trademark Office.

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Patent
Patent

Patent attributes

Patent Applicant
Google
Google
Current Assignee
Google
Google
Patent Jurisdiction
United States Patent and Trademark Office
United States Patent and Trademark Office
Patent Number
11550871
Date of Patent
January 10, 2023
Patent Application Number
16544717
Date Filed
August 19, 2019
Patent Citations
‌
US Patent 10387531 Processing structured documents using convolutional neural networks
Patent Primary Examiner
‌
Paulinho E Smith

Structured documents are processed using convolutional neural networks. For example, the processing can include receiving a rendered form of a structured document; mapping a grid of cells to the rendered form; assigning a respective numeric embedding to each cell in the grid, comprising, for each cell: identifying content in the structured document that corresponds to a portion of the rendered form that is mapped to the cell, mapping the identified content to a numeric embedding for the identified content, and assigning the numeric embedding for the identified content to the cell; generating a matrix representation of the structured document from the numeric embeddings assigned to the cells of the grids; and generating neural network features of the structured document by processing the matrix representation of the structured document through a subnetwork comprising one or more convolutional neural network layers.

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