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:
Jul. 15, 2025
Filed:
Oct. 05, 2022
Unitedhealth Group Incorporated, Minnetonka, MN (US);
Rajesh Sabapathy, Haryana, IN;
Chirag Mittal, Haryana, IN;
Gourav Awasthi, Haryana, IN;
Aditya Teja Josyula, Collierville, TN (US);
Ankur Gulati, Haryana, IN;
Lubna Khan, Centerville, GA (US);
Tarun Bansal, Punjab, IN;
UnitedHealth Group Incorporated, Minnetonka, MN (US);
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 for generating guided summaries using summarization templates that are mapped to hybrid classes of a hybrid classification space for a hybrid classification machine learning model. In some embodiments, by using summarization templates, a proposed summarization framework is able to vastly reduce the computational complexity of performing summarization on an input document data object, such as an input multi-party communication transcript data object, by defining the set of dynamic data fields that apply to the input document data object based at least in part on an assigned class/category of the input document data object.