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:
Feb. 06, 2024
Filed:
Jan. 06, 2021
Capital One Services, Llc, McLean, VA (US);
Minnie Virk, Jersey City, NJ (US);
Rohan Mehta, Brooklyn, NY (US);
Alberto Silva, Brooklyn, NY (US);
Anthony Shewnarain, Valley Stream, NY (US);
Steven Freeman, Cranford, NJ (US);
Stephen Jurcsek, Jersey City, NJ (US);
Leah Lewy, Jersey City, NJ (US);
Ross Arkin, Brooklyn, NY (US);
CAPITAL ONE SERVICES, LLC, McLean, VA (US);
Abstract
Systems and methods for dynamic detection of security features based on self-supervised natural language extraction from unstructured data sets are disclosed. The system may receive an unstructured data array including a full text of financial narrative. The system may serialize the unstructured data array to form one or more first data arrays including portions of the full text as discrete financial risk narratives. The system may build a tokenization dictionary and determine condensed summaries for each portion of the full text. The system may determine a relevancy score and a sentiment score for each condensed summary and calculate an overall relevancy score as a weighted average of the relevancy score and the sentiment score. When the overall risk score exceeds a predetermined threshold, the system may execute one or more security actions.