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:
Sep. 29, 2026

Filed:

Apr. 30, 2021
Applicant:

Recruit Co., Ltd., Tokyo, JP;

Inventors:

Yuliang Li, Cupertino, CA (US);

Xiaolan Wang, Mountain View, CA (US);

Zhengjie Miao, Durham, NC (US);

Assignee:

Recruit Co., Ltd., Toyko, JP;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 16/21 (2019.01); G06F 40/284 (2020.01); G06F 40/56 (2020.01); G06N 5/02 (2023.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 16/217 (2019.01); G06F 40/284 (2020.01); G06F 40/56 (2020.01); G06N 5/027 (2013.01);
Abstract

Disclosed embodiments relate to generating training data for a machine learning model. Techniques can include accessing a machine learning model from a machine learning model repository and identifying a data set associated with the machine learning model. The identified data set is utilized to generate a set of data augmentation operators. The data augmentation operators applied on a selected sequence of tokens associated with the machine learning model to generate sequences of tokens. A subset of sequences of tokens are selected and stored in a training data repository. The stored sequences of tokens are provided to the machine learning model as training data.


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