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. 02, 2024

Filed:

Sep. 08, 2021
Applicant:

Capital One Services, Llc, McLean, VA (US);

Inventors:

Adam Faulkner, New York, NY (US);

Gayle McElvain, Arlington, VA (US);

John Qui, McLean, VA (US);

Assignee:

Capital One Services, LLC, McLean, VA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G10L 15/16 (2006.01); G06F 40/35 (2020.01); G10L 15/06 (2013.01); G10L 15/18 (2013.01); G10L 15/22 (2006.01); H04M 3/42 (2006.01);
U.S. Cl.
CPC ...
G10L 15/1822 (2013.01); G06F 40/35 (2020.01); G10L 15/063 (2013.01); G10L 15/16 (2013.01); G10L 15/1815 (2013.01); G10L 15/22 (2013.01); H04M 3/42221 (2013.01); G10L 2015/0631 (2013.01);
Abstract

Embodiments disclosed are directed to a computing system that performs steps to automatically generate fine-grained call reasons from customer service call transcripts. The computing system extracts, using a natural language processing (NLP) technique, a set of events from a set of text strings of speaker turns. The computing system then identifies a set of clusters of events based on the set of events and labels each cluster of events in the set of clusters of events to generate a set of labeled clusters of events. Subsequently, the computing system assigns each event in the set of events to a respective labeled cluster of events in the set of labeled clusters of events.


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