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:
May. 25, 2021

Filed:

Jun. 29, 2018
Applicants:

Igor Podgorny, San Diego, CA (US);

Faraz Sharafi, San Diego, CA (US);

Matthew Cannon, San Diego, CA (US);

Pavlo Malynin, Mountain View, CA (US);

Jeff Geisler, San Diego, CA (US);

Yason Khaburzaniya, San Diego, CA (US);

Greg Coulombe, Edmonton, CA;

Inventors:

Igor Podgorny, San Diego, CA (US);

Faraz Sharafi, San Diego, CA (US);

Matthew Cannon, San Diego, CA (US);

Pavlo Malynin, Mountain View, CA (US);

Jeff Geisler, San Diego, CA (US);

Yason Khaburzaniya, San Diego, CA (US);

Greg Coulombe, Edmonton, CA;

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/232 (2020.01); G06N 3/08 (2006.01); G06K 9/62 (2006.01); G06N 20/00 (2019.01); G06F 16/951 (2019.01);
U.S. Cl.
CPC ...
G06F 40/232 (2020.01); G06F 16/951 (2019.01); G06K 9/6267 (2013.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01);
Abstract

The invention relates to a method. The method includes receiving a flawed input comprising a domain specific misspelling. The method further includes encoding, by an encoder machine learning model executing on a computer processor, the flawed input on a per character basis to create a context vector. The method further includes decoding, by a decoder machine learning model executing on the computer processor, the context vector on the per character basis to create a rephrased input lacking the domain specific misspelling. The method further includes presenting the rephrased input.


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