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:
Feb. 04, 2025

Filed:

Oct. 03, 2022
Applicant:

Unitedhealth Group Incorporated, Minnetonka, MN (US);

Inventors:

Rajesh Sabapathy, Haryana, IN;

Chirag Mittal, Haryana, IN;

Gourav Awasthi, Haryana, IN;

Aditya Teja Josyula, Collierville, TN (US);

Assignee:

UnitedHealth Group Incorporated, Minnetonka, MN (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/56 (2020.01); G06F 40/247 (2020.01); G06F 40/30 (2020.01); G06F 40/35 (2020.01); G06N 5/022 (2023.01);
U.S. Cl.
CPC ...
G06F 40/56 (2020.01); G06F 40/247 (2020.01); G06F 40/30 (2020.01); G06F 40/35 (2020.01); G06N 5/022 (2013.01);
Abstract

There is a need for more effective and efficient predictive natural language summarization. This need is addressed by applying hybrid extractive and abstractive summarization techniques in a unique processing pipeline to generate a cohesive and comprehensive summary of a multi-party interaction. A method for generating the summary of a multi-party interaction includes receiving a multi-party interaction transcript data object comprising a plurality of interaction utterances from at least two participants; using an extractive summarization model to identify a key sentence of the multi-party interaction transcript data object; identifying an interaction utterance from the multi-party interaction transcript data object that corresponds to the key sentence; generating a contextual summary for the multi-party interaction transcript data object based at least in part on the interaction utterance; and generating a reported contextual summary for the multi-party interaction transcript data object based at least in part on the contextual summary.


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