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:

May. 11, 2022
Applicant:

Robert Bosch Gmbh, Stuttgart, DE;

Inventor:

Zhengyu Zhou, Fremont, CA (US);

Assignee:

Robert Bosch GmbH, Stuttgart, DE;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 3/14 (2006.01); G06F 40/166 (2020.01); G06F 40/20 (2020.01); G06N 5/022 (2023.01);
U.S. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 3/14 (2013.01); G06F 40/166 (2020.01); G06F 40/20 (2020.01); G06N 5/022 (2013.01);
Abstract

A method for optimizing performance of a natural language understanding model is disclosed. The method comprises receiving a plurality of training sentences, each training sentence being labeled with a respective intent from a plurality of intents, at least one portion of at least some training sentences being labeled with a respective slot type from a plurality of slot types. The method comprises determining a recommended modification to the plurality of training sentences, the recommended modification including at least one of (i) relabeling and (ii) deleting a training sentence in the plurality of training sentences. The method comprises generating a modified plurality of training sentences by performing the recommended modification to the plurality of training sentences in response to a user input received via a user interface. The method comprises training a first natural language understanding model using the modified plurality of training sentences.


Find Patent Forward Citations

Zhou, Zhengyu. (2026). Development platform for facilitating the optimization of natural-language-understanding systems (U.S. Patent No. 12579366). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12579366

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

Loading…