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:
Jul. 21, 2026

Filed:

Apr. 20, 2023
Applicant:

Google Llc, Mountain View, CA (US);

Inventors:

Abraham Ittycheriah, Brookfield, CT (US);

Adam Tishok, Mountain View, CA (US);

Max Kessler, Mountain View, CA (US);

Peter Likarish, Jersey City, NJ (US);

Assignee:

Google LLC, Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/084 (2023.01); G06F 40/103 (2020.01); G06F 40/169 (2020.01); G06F 40/258 (2020.01); G06N 20/00 (2019.01); G06V 10/46 (2022.01); G06V 30/413 (2022.01);
U.S. Cl.
CPC ...
G06N 3/084 (2013.01); G06F 40/103 (2020.01); G06F 40/169 (2020.01); G06F 40/258 (2020.01); G06N 20/00 (2019.01); G06V 10/464 (2022.01); G06V 30/413 (2022.01);
Abstract

A method for training a machine learning model included generating training data for the machine learning model. Generating the training data includes generating first training input that includes candidate text portions of one or more electronic documents and generating a first target output for the first training input. The first target output identifies a formatting type for each of the candidate text portions. The training data is provided to train the machine learning model on (i) a set of training inputs including the first training input, and (ii) a set of target outputs including the first target output.


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