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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.:

US 11783133 B1

PDFFull Text
Date of Patent:
Oct. 10, 2023

Filed:

Jul. 08, 2020

Supervised machine learning for automated assistants

Applicant:

Teachers Insurance and Annuity Association of America, New York, NY (US);

Inventors:

Prem Kumar Sivasankar, Concord, NC (US);

Vamsi Pola, Concord, NC (US);

Francis McGovern, Wrentham, MA (US);

Charles Gregory Starnes, Clover, SC (US);

Zsa-Zsa Porter, Mint Hill, NC (US);

Tasneem Hajara, Hillsborough, NJ (US);

Jennifer Adelhardt, Waxhaw, NC (US);

Daniel J. Gibbons, Mooresville, NC (US);

Scott Blandford, Hopewell, NJ (US);

Michael Ilfeld, Charlotte, NC (US);

Peter Tsahalis, Colts Neck, NJ (US);

Justin Meyer, Indian Trail, NC (US);

James Titus, Garland, TX (US);

Alysce Balbuena, Mount Holly, NC (US);

Mehul Shah, Mumbai, IN;

Jeffrey Scola, Charlotte, NC (US);

Heather H. Gordon, Asheville, NC (US);

Claudette Grose, Concord, NC (US);

Reena T. Khatwani, Bridgewater, NJ (US);

Reetu Sharma, Mumbai, IN;

Lisa R. Weil, Sudbury, MA (US);

Assignee:

Teachers Insurance and Annuity Association of America, New York, NY (US);

Attorney:

Lowenstein Sandler LLP

Primary Examiner:

Luis A Sitiriche

Int. Cl.
CPC ...
G06N 20/00 (2019.01); G06F 40/30 (2020.01); G06F 40/35 (2020.01); G06F 18/22 (2023.01); G06F 18/24 (2023.01); G06F 18/21 (2023.01);
U.S. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 18/217 (2023.01); G06F 18/22 (2023.01); G06F 18/24 (2023.01); G06F 40/35 (2020.01); G06N 20/00 (2019.01);
Abstract

Disclosed are methods and systems for supervised machine learning for automated assistants. An example method includes: receiving an automated assistant transcript comprising a plurality of records, wherein each record of the plurality of records comprises a query, a classification of the query, an intent associated with the query, and a responsive action associated with the intent; receiving, via a graphical user interface (GUI), a user input indicating an approval of a new automated assistant transcript record; comparing the new automated assistant transcript record to one or more records of the plurality of records; and responsive to detecting a conflict of the new automated assistant transcript record with one or more records of the plurality of records, displaying, via the GUI, a notification of the conflict.

Find Patent Forward Citations

Sivasankar, Prem. (2023). Supervised machine learning for automated assistants (U.S. Patent No. 11783133). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11783133

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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