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:
Oct. 09, 2018

Filed:

Feb. 21, 2018
Applicant:

Google Llc, Mountain View, CA (US);

Inventors:

Franjo Ivancic, Princeton, NJ (US);

László Szekeres, Brooklyn, NY (US);

Domagoj Babic, Mountain View, CA (US);

Assignee:

Google LLC, Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/44 (2018.01); G06F 11/36 (2006.01); G06N 3/08 (2006.01); G06N 3/04 (2006.01); G06F 17/24 (2006.01); G06F 17/22 (2006.01);
U.S. Cl.
CPC ...
G06F 11/3688 (2013.01); G06F 11/3612 (2013.01); G06F 17/2247 (2013.01); G06F 17/24 (2013.01); G06N 3/0445 (2013.01); G06N 3/08 (2013.01);
Abstract

A system and method are provided for testing the performance of applications. By way of example only, the method may include training a neural network with documents containing text elements that are arranged in accordance with a defined format and using the neural network to determine the predictability of the value of individual text elements within a test document. When the neural network indicates that the value of a text element is unlikely, the value may be modified and the modified document may be used to test an application that processes documents in accordance with the defined format.


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