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:
Aug. 04, 2026

Filed:

Nov. 20, 2024
Applicant:

Palo Alto Networks, Inc., Santa Clara, CA (US);

Inventors:

Zeyu You, Santa Clara, CA (US);

Wei Wang, Milpitas, CA (US);

Assignee:

Palo Alto Networks, Inc., Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/353 (2025.01); G06F 16/955 (2019.01); G06F 40/30 (2020.01);
U.S. Cl.
CPC ...
G06F 16/353 (2019.01); G06F 16/9566 (2019.01); G06F 40/30 (2020.01);
Abstract

A concept tagging model is trained based at least in part on a result of a large language model used to analyze training data. Text content of a website is received. The concept tagging model is applied to the text content to identify one or more concept terms in the text content. An embedding model is applied to the identified one or more concept terms to determine one or more embeddings. Using the one or more embeddings, a closest matching granular category in a taxonomy of categories is identified for the website.


Find Patent Forward Citations

You, Zeyu. (2026). Dynamic and precise website categorization using a large language model (U.S. Patent No. 12699724). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12699724

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

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