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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.

Patent No.:

US 12770172 B1

PDFFull Text
Date of Patent:
Oct. 20, 2026

Filed:

Nov. 01, 2021

Systems and methods for automated training data generation for item attributes

Applicant:

Walmart Apollo, Llc, Bentonville, AR (US);

Inventors:

Adithya Rajan, Edison, NJ (US);

Prateek Verma, Seattle, WA (US);

Yilei Zhan, Jersey City, NJ (US);

Nidhin Tom Pattaniyil, Philadelphia, PA (US);

Zheng Yan, Short Hills, NJ (US);

Assignee:

Walmart Apollo, LLC, Bentonville, AR (US);

Attorneys:

Morgan, Lewis & Bockius LLP

Manita Rawat

Primary Examiner:

Charles Rones

Assistant Examiner:

Shirley D Hicks

Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 16/2457 (2019.01); G06F 16/907 (2019.01); G06N 20/20 (2019.01); G06Q 30/0201 (2023.01); G06Q 30/0204 (2023.01); G06Q 30/0601 (2023.01);
U.S. Cl.
CPC ...
G06Q 30/0627 (2013.01); G06F 16/24575 (2019.01); G06F 16/907 (2019.01); G06N 20/20 (2019.01); G06Q 30/0201 (2013.01); G06Q 30/0204 (2013.01); G06Q 30/0603 (2013.01);
Abstract

A data generation system can include a computing device that is configured to receive a request to generate a training dataset for an attribute and identify a set of item identifiers from an item database based on an engagement indication. The computing device is further configured to, for each item identifier of the set of item identifiers, obtain a query list including queries resulting in an engagement between the corresponding item identifier and a user and, in response to a portion of queries of the query list including the attribute being above a threshold, assign the corresponding item identifier to the training dataset for the attribute. The computing device is also configured to store the training dataset for the attribute in a training dataset database.

Find Patent Forward Citations

Rajan, Adithya. (2026). Systems and methods for automated training data generation for item attributes (U.S. Patent No. 12770172). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12770172

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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