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:
Feb. 01, 2022

Filed:

Jan. 10, 2020
Applicant:

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

Inventors:

Christopher Lesner, Palo Alto, CA (US);

Alexander S. Ran, Palo Alto, CA (US);

Marko Sasa Rukonic, San Jose, CA (US);

Wei Wang, San Jose, CA (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/58 (2020.01); G06N 20/00 (2019.01); G06F 40/51 (2020.01); G06F 40/242 (2020.01);
U.S. Cl.
CPC ...
G06F 40/58 (2020.01); G06F 40/242 (2020.01); G06F 40/51 (2020.01); G06N 20/00 (2019.01);
Abstract

A method may include generating a source transaction description, encoding, by an encoder model of a machine translation model executing on a computer processor, the source transaction description to create a context vector, decoding, by a decoder model of the machine translation model, the context vector to predict a target entity description, generating a transaction including the target entity description, detecting an acceptance, by a user, of an action performed on the transaction, in response to detecting the acceptance, updating a translation accuracy metric for the target entity description, determining that the updated translation accuracy metric satisfies a translation accuracy criterion, and in response to determining that the updated translation accuracy metric satisfies the translation accuracy criterion, adding the target entity description to golden entity descriptions.


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