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. 30, 2021

Filed:

Sep. 27, 2017
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Rashmi Gangadharaiah, San Jose, CA (US);

Charles Elkan, Seattle, WA (US);

Balakrishnan Narayanaswamy, San Jose, CA (US);

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 10/02 (2012.01); G06N 3/04 (2006.01); G06F 40/44 (2020.01); G06F 40/56 (2020.01); H04L 12/58 (2006.01);
U.S. Cl.
CPC ...
G06Q 10/02 (2013.01); G06F 40/44 (2020.01); G06F 40/56 (2020.01); G06N 3/0472 (2013.01); H04L 51/02 (2013.01);
Abstract

A goal-oriented dialog system interacts with a user over one or more turns of dialog to determine a goal expressed by the user; the dialog system may then act to fulfill the goal by, for example, calling an application-programming interface. The user may supply dialog via text, speech, or other communication. The dialog system includes a first trained model, such as a translation model, to encode the dialog from the user into a context vector; a second trained model, such as another translation model, determines a plurality of candidate probabilities of items in a vocabulary. A language model determines responses to the user based on the input from the user, the context vector, and the plurality of candidate probabilities.


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