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:
Aug. 29, 2023
Filed:
Sep. 30, 2019
Applicant:
Amazon Technologies, Inc., Seattle, WA (US);
Inventors:
Sravan Babu Bodapati, Bellevue, WA (US);
Rishita Rajal Anubhai, Seattle, WA (US);
Yahor Pushkin, Redmond, WA (US);
Assignee:
Amazon Technologies, Inc., Seattle, WA (US);
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/93 (2019.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 16/93 (2019.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01);
Abstract
Techniques for multi-label document classification are described. Clustering is used to cluster labels in a set. A machine learning model including a multi-label classifier for each cluster is created, the multi-label classifier for a given cluster to classify a document with one or more of the labels in the cluster.