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:
Jan. 16, 2024

Filed:

Dec. 20, 2019
Applicant:

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

Inventors:

Oren Sar Shalom, Nes Ziona, IL;

Alexander Zhicharevich, Hod Hasharon, IL;

Adi Shalev, Herzliya, IL;

Yehezkel Shraga Resheff, Jerusalem, IL;

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/284 (2020.01); G06F 40/289 (2020.01); G06F 40/30 (2020.01); G06N 3/08 (2023.01); G06N 20/10 (2019.01); G06F 16/33 (2019.01); G06F 16/332 (2019.01);
U.S. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 16/3329 (2019.01); G06F 16/3334 (2019.01); G06F 16/3344 (2019.01); G06F 40/289 (2020.01); G06N 3/08 (2013.01); G06N 20/10 (2019.01);
Abstract

A method including inputting, into a phrase recognition model comprising a neural network, a vector comprising a plurality of ngrams of text. The method also includes applying, using the phrase recognition model, a filter to the plurality of ngrams during execution. The filter has a skip word setting of at least one. The method also includes determining, based on the skip word setting, at least one ngram in the vector to be skipped to form at least one skip word. The method also includes outputting an intermediate score for a set of ngrams that match the filter. The method also includes calculating a scalar number representing a semantic meaning of the at least one skip word. The method also includes generating based on the scalar number and the intermediate score, a final score for the set of ngrams. A computer action is performed using the final score.


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