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.

Date of Patent:
Jul. 22, 2025

Filed:

Jun. 22, 2022
Applicant:

Optum Services (Ireland) Limited, Dublin, IE;

Inventors:

Suman Roy, Bangalore, IN;

Ayan Sengupta, Noida, IN;

Michael Bridges, Dublin, IE;

Amit Kumar, Gaya, IN;

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 40/279 (2020.01); G06F 40/30 (2020.01); G06F 40/40 (2020.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 40/279 (2020.01); G06F 40/40 (2020.01); G06N 20/00 (2019.01); G06F 40/30 (2020.01);
Abstract

Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing natural language processing operations using an attention-based text encoder machine learning model that is trained using a multi-task training routine that is associated with two or more training tasks (e.g., a multi-task training routine that is associated with two or more sequential training tasks, a multi-training routine that is associated with two or more concurrent training tasks, and/or the like).


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