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. 16, 2021

Filed:

Aug. 02, 2018
Applicant:

[24]7.ai, Inc., San Jose, CA (US);

Inventors:

Abir Chakraborty, Bangalore, IN;

Sruti Rallapalli, Bangalore, IN;

Vidhya Duthaluru, Bangalore, IN;

Assignee:

[24]7.ai, Inc., San Jose, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G10L 15/06 (2013.01); G10L 15/16 (2006.01); G06N 3/08 (2006.01); G10L 15/22 (2006.01); H04L 12/58 (2006.01); G06N 3/04 (2006.01); H04M 3/493 (2006.01); G06N 3/00 (2006.01); G06F 40/35 (2020.01); H04M 3/51 (2006.01); G10L 15/26 (2006.01); G06N 20/10 (2019.01);
U.S. Cl.
CPC ...
G10L 15/063 (2013.01); G06F 40/35 (2020.01); G06N 3/006 (2013.01); G06N 3/0445 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01); G06N 3/088 (2013.01); G10L 15/16 (2013.01); G10L 15/22 (2013.01); H04L 51/02 (2013.01); H04M 3/4936 (2013.01); G06N 20/10 (2019.01); G10L 15/26 (2013.01); G10L 2015/0631 (2013.01); H04M 3/5166 (2013.01);
Abstract

A computer-implemented method and an apparatus for facilitating training of conversational agents are disclosed. The method includes automatically extracting a workflow associated with each conversation from among a plurality of conversations between agents and customers of an enterprise. The workflow is extracted, at least in part, by encoding one or more utterances associated with the respective conversation and mapping the encoded one or more utterances to predefined workflow stages. A clustering of the plurality of conversations is performed based on a similarity among respective extracted workflows. The clustering of the plurality of conversations configures a plurality of workflow groups. At least one conversational agent is trained in customer engagement using a set of conversations associated with at least one workflow group from among the plurality of workflow groups.


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