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:
Mar. 17, 2026

Filed:

Sep. 12, 2022
Applicant:

Toyota Research Institute, Inc., Los Altos, CA (US);

Inventors:

Monica Phuongthao Van, Palo Alto, CA (US);

Yin-Ying Chen, San Jose, CA (US);

Kenton Michael Lyons, Los Altos, CA (US);

Francine Chen, Los Altos, CA (US);

Assignees:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/40 (2020.01); G06F 40/117 (2020.01); G06F 16/334 (2025.01); G06F 18/214 (2023.01); G06N 20/00 (2019.01); G06V 20/70 (2022.01);
U.S. Cl.
CPC ...
G06F 40/117 (2020.01); G06F 40/40 (2020.01); G06F 16/3344 (2019.01); G06F 18/2155 (2023.01); G06N 20/00 (2019.01); G06V 20/70 (2022.01);
Abstract

A method for labeling a data set by a coding model includes generating multiple sets of related initial labels based on processing a data set with a group of initial labels. The method also includes determining a quantity of occurrences, within the data set, of each one of the group of initial labels and each related initial label of the multiple sets of related initial labels. The method further includes determining, for each initial label of the group of initial labels, a breadth score based on the number of occurrences of each related initial label. The method still further includes updating one or more of the group of initial labels based on respective breadth scores satisfying a label updating condition. The method also includes labeling the data set based on the group of initial labels and the multiple sets of related initial labels.


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