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:
Jul. 07, 2026

Filed:

Mar. 15, 2022
Applicant:

Workday, Inc., Pleasanton, CA (US);

Inventors:

Jeanette Nguyen, San Francisco, CA (US);

Tim Lee, San Francisco, CA (US);

Hesam Izakian, Calgary, CA;

Dalmo Cirne, Boulder, CO (US);

Assignee:

WORKDAY, INC., Pleasanton, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 18/21 (2023.01); G06F 18/2115 (2023.01);
U.S. Cl.
CPC ...
G06F 18/2115 (2023.01); G06F 18/2185 (2023.01);
Abstract

The example embodiments relate to matching response data to request data. in an embodiment, a method includes retrieving a request and a plurality of responses; generating packed candidates based on the request and the plurality of responses, a given packed candidate in the packed candidates including the request and a subset of the plurality of responses; generating feature vectors corresponding to the packed candidates, a given feature vector in the feature vectors including at least one aggregated feature computed based on the request and one or more corresponding responses in a respective packed candidate; inputting the feature vectors into a machine learning (ML) model, the ML model configured to output predictions corresponding to the feature vectors; selecting a feature vector from the feature vectors based on the predictions; and storing responses associated with the optimal feature vector and the request in a data storage device.


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