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:
Oct. 14, 2025
Filed:
Aug. 23, 2023
Applicant:
Capital One Services, Llc, McLean, VA (US);
Inventors:
Samuel Sharpe, Cambridge, MA (US);
Brian Barr, Schenectady, NY (US);
Assignee:
Capital One Services, LLC, McLean, VA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/40 (2020.01); G06F 40/166 (2020.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G06F 40/40 (2020.01); G06F 40/166 (2020.01); G06N 3/045 (2023.01);
Abstract
A method and related system operations for summarizing information includes determining a plurality of local explainability parameters for a set of inputs using a local explainability model for a prediction model. The method further includes generating a plurality of feature effect indicators for a target prediction and generating a plurality of phrases based on the plurality of feature effect indicators by using a text generation model. The method further includes generating a summarization using a large language model based on the plurality of phrases.