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. 16, 2025
Filed:
Aug. 08, 2022
Applicant:
Wells Fargo Bank, N.a., San Francisco, CA (US);
Inventors:
Tarun Joshi, Forest Hills, NY (US);
Archit Parnami, Charlotte, NC (US);
Rahul Singh, Charlotte, NC (US);
Assignee:
Wells Fargo Bank, N.A., San Francisco, CA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 40/40 (2020.01); G06N 3/082 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 40/40 (2020.01); G06N 3/082 (2013.01); G06N 20/00 (2019.01);
Abstract
An example electronic computing device can include: a processor; and a system memory, the system memory including instructions which, when executed by the processor, cause the electronic computing device to: receive a model for natural language processing of data, the model including a plurality of self-attention heads; prune the model by removing one or more of the plurality of self-attention heads of the model to create a pruned model; and evaluate a classification accuracy of the pruned model to maintain a performance level.