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:
Jun. 08, 2021

Filed:

Dec. 30, 2016
Applicant:

Google Inc., Mountain View, CA (US);

Inventors:

Tobias Kaufmann, Zurich, CH;

Anjuli Kannan, Berkeley, CA (US);

Assignee:

GOOGLE LLC, Mountain View, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/04 (2006.01); G06N 3/00 (2006.01); G06F 40/30 (2020.01); G06F 40/56 (2020.01); H04L 12/58 (2006.01);
U.S. Cl.
CPC ...
G06N 3/006 (2013.01); G06F 40/30 (2020.01); G06F 40/56 (2020.01); G06N 3/04 (2013.01); G06N 3/0445 (2013.01); H04L 51/02 (2013.01); H04L 51/36 (2013.01);
Abstract

Methods and apparatus related to determining a semantically diverse subset of candidate responses to provide for initial presentation to a user as suggestions for inclusion in a reply to an electronic communication. Some of those implementations determine the semantically diverse subset of candidate responses based on generating, over a neural network response encoder model, embeddings that are each based on one of the plurality of the candidate responses. The embedding based on a given candidate response may be compared to embedding(s) of candidate response(s) already selected for the subset, and the given candidate response added to the subset only if the comparing indicates a difference criterion is satisfied.


Find Patent Forward Citations

Loading…