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.:
Date of Patent:
Sep. 26, 2023
Filed:
Aug. 11, 2021
Applicant:
Pinterest, Inc., San Francisco, CA (US);
Inventors:
Jinfeng Zhuang, Seattle, WA (US);
Zhengda Zhao, San Francisco, CA (US);
Vijai Mohan, San Francisco, CA (US);
Assignee:
Pinterest, Inc., San Francisco, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 16/951 (2019.01); G06N 3/08 (2023.01); G06F 18/214 (2023.01);
U.S. Cl.
CPC ...
G06F 16/951 (2019.01); G06F 18/214 (2023.01); G06N 3/08 (2013.01);
Abstract
Disclosed are systems and methods for autonomously extracting attributes from domains of a vertical. The disclosed implementations train a deep neural network ('DNN') based on one or more domains of a vertical using labeled embedding vectors generated for nodes of those one or more domains. The trained DNN may then be used to autonomously label nodes of other domains within the same vertical such that attributes corresponding to those labels can be extracted.