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:
May. 14, 2024

Filed:

Apr. 30, 2021
Applicant:

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

Inventors:

William Abraham Wolf, Salt Lake City, UT (US);

Melanie Sclar, Ciudad Autónoma de Buenos Aires, AR;

Clemens Georg Benedict Rosenbaum, Brooklyn, NY (US);

Christopher David Fox, Mastic, NY (US);

Kilian Quirin Weinberger, Ithaca, NY (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 15/16 (2006.01); G06N 3/04 (2023.01); H04L 51/214 (2022.01);
U.S. Cl.
CPC ...
H04L 51/214 (2022.05); G06N 3/04 (2013.01);
Abstract

A message suggestion service may use clusters of pre-approved messages to improve the quality of messages suggested to users. During a conversation, messages of the conversation may be processed with a neural network to compute a conversation encoding vector. The neural network may also be used to compute pre-approved message encoding vectors of the pre-approved messages. Distances between the conversation encoding vector and the pre-approved message encoding vectors may be used to select one or more clusters. Distances between the conversation encoding vector and the pre-approved message encoding vectors may then be used to select one or more pre-approved messages from the selected clusters. The selected pre-approved messages may then be presented as suggested messages to a user.


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