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:
Dec. 16, 2025
Filed:
Jan. 23, 2023
Capital One Services, Llc, McLean, VA (US);
Gang Mei, Ellicott City, MD (US);
Zhuqing Zhang, McLean, VA (US);
Capital One Services, LLC, McLean, VA (US);
Abstract
Systems and methods for improving training efficiency while reducing total labeling cost for downstream modeling using entropy scores for labeling predictions. The system may receive a first text string, process the first text string in an artificial intelligence model, and determine: a first likelihood that the first text string has a first label component; a second likelihood that the first text string has a second label component; a composite likelihood for the first text string based on the first likelihood and the second likelihood; and a first entropy score from the composite likelihood. It may compare the first entropy score to a first threshold entropy score and generate a recommendation to review a first label being assigned to the first text string.