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:
Aug. 29, 2023

Filed:

Jul. 28, 2022
Applicant:

Optum, Inc., Minnetonka, MN (US);

Inventors:

Vijay Varma Malladi, Hyderabad, IN;

Suman Roy, Bangalore, IN;

Lia O. Solis Obineche, Dublin, IE;

Irfan Bulu, Sartell, MN (US);

Assignee:

Optum, Inc., Minnetonka, MN (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/34 (2019.01); G06F 40/284 (2020.01); G10L 15/26 (2006.01);
U.S. Cl.
CPC ...
G06F 16/345 (2019.01); G06F 40/284 (2020.01); G10L 15/26 (2013.01);
Abstract

As described herein, 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 a combination of a cross-token attention machine learning, a cross-utterance attention machine learning model, and an integer linear programming joint keyword-utterance optimization model to select an extractive keyword summarization of a multi-party communication transcript data object that comprises a selected utterance subset of U utterances (e.g., U sentences) of a document data object and a selected keyword subset of K candidate keywords of the document data object.


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