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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.

Patent No.:

US 11816430 B1

PDFFull Text
Date of Patent:
Nov. 14, 2023

Filed:

Mar. 01, 2023

Metamodeling for confidence prediction in machine learning based document extraction

Applicant:

Intuit Inc., Mountain View, CA (US);

Inventors:

Terrence J. Torres, Mountain View, CA (US);

Venkatesh Coimbatore Ravichandran, Mountain View, CA (US);

Karen Kraemer Lowe, Mountain View, CA (US);

Assignee:

INTUIT INC., Mountain View, CA (US);

Attorney:

DLA PIPER LLP (US)

Primary Examiner:

Tuan H Nguyen

Int. Cl.
CPC ...
G06V 30/414 (2022.01); G06F 40/20 (2020.01); G06N 20/00 (2019.01); G06V 30/416 (2022.01); G06F 18/214 (2023.01); G06V 30/19 (2022.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01); G06V 10/84 (2022.01); G06V 30/413 (2022.01); G06V 30/10 (2022.01);
U.S. Cl.
CPC ...
G06F 40/20 (2020.01); G06F 18/214 (2023.01); G06N 20/00 (2019.01); G06V 10/764 (2022.01); G06V 10/82 (2022.01); G06V 10/84 (2022.01); G06V 30/1916 (2022.01); G06V 30/19147 (2022.01); G06V 30/413 (2022.01); G06V 30/414 (2022.01); G06V 30/416 (2022.01); G06V 30/10 (2022.01);
Abstract

A document extraction system executed by a processor, may process documents using manual and automated systems. The document extraction system may efficiently route tasks to the manual and automated systems based on a predicted probability that the results generated by the automated system meet some baseline level of accuracy. To increase document processing speed, documents having a high likelihood of accurate automated processing may be routed to an automated system. To ensure a baseline level of accuracy, documents having a smaller likelihood of accurate automated processing may be routed to a manual system.

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