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:
Jan. 10, 2023

Filed:

Nov. 13, 2018
Applicant:

Asapp, Inc., New York, NY (US);

Inventors:

Jeremy Elliot Azriel Wohlwend, New York, NY (US);

Ethan Russell Elenberg, Jersey City, NJ (US);

Samuel Andrew Altschul, New York, NY (US);

Michael Griffiths, Brooklyn, NY (US);

Assignee:

ASAPP, INC., New York, NY (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/30 (2020.01); G06K 9/62 (2022.01); G06Q 30/00 (2012.01); G06N 3/08 (2006.01); H04L 51/02 (2022.01);
U.S. Cl.
CPC ...
G06F 40/30 (2020.01); G06K 9/6269 (2013.01); G06N 3/08 (2013.01); G06Q 30/016 (2013.01); H04L 51/02 (2013.01); G05B 2219/23002 (2013.01);
Abstract

In some applications, it may be desired to process a message to determine an intent of the message, where the intent indicates the meaning of the message. An intent classifier may be used to determine the meaning of a message by processing the message to compute a message embedding vector that represents the message in a vector space. Each possible intent may be represented by a prototype vector, and the intent of the message may be determined by comparing the message embedding to one or more prototype vectors, such as by selecting an intent whose prototype vector is closest to the message embedding. An intent classifier may be used, for example, (i) to implement an automated communications system with states where each state is associated with a subset of the possible intents or (ii) for processing usage data of a communications system to update the intents of the communications system.


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