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:
Apr. 25, 2023

Filed:

Mar. 28, 2018
Applicants:

Homa Foroughi, Edmonton, CA;

Joy Rimchala, Mountain View, CA (US);

Inventors:

Homa Foroughi, Edmonton, CA;

Joy Rimchala, Mountain View, CA (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/00 (2019.01); G06K 9/62 (2022.01); G06N 7/00 (2023.01); G06N 20/00 (2019.01); G06F 40/284 (2020.01);
U.S. Cl.
CPC ...
G06K 9/6267 (2013.01); G06F 40/284 (2020.01); G06K 9/6256 (2013.01); G06N 7/005 (2013.01); G06N 20/00 (2019.01);
Abstract

A method may include extracting training tokens from a training corpus, generating training token features and training contextual features for each of the training tokens, training a probabilistic graphical model using classes, the training token features, and the training contextual features, extracting, from actual data, actual tokens including an actual token, generating actual token features and actual contextual features for each of the actual tokens, and classifying the actual token as a class using the probabilistic graphical model, the actual token features, and the actual contextual features.


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