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:
Mar. 23, 2021

Filed:

Mar. 18, 2019
Applicant:

Servicenow, Inc., Santa Clara, CA (US);

Inventors:

Edwin Sapugay, Foster City, CA (US);

Anil Kumar Madamala, Sunnyvale, CA (US);

Maxim Naboka, Santa Clara, CA (US);

Srinivas SatyaSai Sunkara, Sunnyvale, CA (US);

Lewis Savio Landry Santos, Santa Clara, CA (US);

Murali B. Subbarao, Saratoga, CA (US);

Assignee:

ServiceNow, Inc., Santa Clara, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/30 (2020.01); G06N 20/00 (2019.01); G10L 15/19 (2013.01); G10L 15/22 (2006.01); G06N 5/02 (2006.01); G06F 40/205 (2020.01); G06F 40/211 (2020.01); G10L 15/18 (2013.01); G10L 15/16 (2006.01);
U.S. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 40/205 (2020.01); G06F 40/211 (2020.01); G06N 5/022 (2013.01); G06N 20/00 (2019.01); G10L 15/19 (2013.01); G10L 15/22 (2013.01); G10L 15/16 (2013.01); G10L 15/1807 (2013.01); G10L 15/1822 (2013.01); G10L 2015/223 (2013.01); G10L 2015/225 (2013.01);
Abstract

An agent automation system implements a virtual agent that is capable of learning new words, or new meanings for known words, based on exchanges between the virtual agent and a user in order to customize the vocabulary of the virtual agent to the needs of the user or users. The agent automation framework has access to a corpus of previous exchanges between the virtual agent and the user, such as one or more chat logs. New words and/or new meanings for known words are identified within the corpus and new word vectors are generated for these new words and/or new meanings for known words and added to refine a word vector distribution model. The refined word vector distribution model is then utilized by the agent automation system to interact with the user.


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