The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Dec. 19, 2023

Filed:

Jan. 27, 2022
Applicant:

Dell Products L.p., Round Rock, TX (US);

Inventors:

Paulo Abelha Ferreira, Rio de Janeiro, BR;

Romulo Teixeira de Abreu Pinho, Niterói, BR;

Pablo Nascimento Da Silva, Niterói, BR;

Vinicius Gottin, Rio de Janeiro, BR;

Assignee:

Dell Products L.P., Round Rock, TX (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 7/02 (2006.01); G06F 16/00 (2019.01); G06F 16/93 (2019.01); G06N 7/04 (2006.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 16/93 (2019.01); G06N 7/046 (2013.01); G06N 20/00 (2019.01);
Abstract

Techniques for table row identification using machine learning are disclosed herein. For example, a method can include detecting a table body in a document by processing the document using a machine learning (ML)-based table body model; predicting an initial table row index for one or more words among a plurality of words obtained in the document, wherein the one or more words are determined to be within the table body; and determining a table row index for the one or more words using an ML-based table row model that is trained based on the predicted initial table row index for the one or more words.


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