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. 31, 2023

Filed:

Jan. 07, 2020
Applicant:

Salesforce.com, Inc., San Francisco, CA (US);

Inventors:

Hung Le, Singapore, SG;

Chu Hong Hoi, Singapore, SG;

Assignee:

SALESFORCE.COM, INC., San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/9032 (2019.01); G06F 40/56 (2020.01); G06N 5/04 (2006.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06F 16/90332 (2019.01); G06F 40/56 (2020.01); G06N 3/04 (2013.01); G06N 5/04 (2013.01);
Abstract

A method for dialog state tracking includes decoding, by a fertility decoder, encoded dialog information associated with a dialog to generate fertilities for generating dialog states of the dialog. Each dialog state includes one or more domains. Each domain includes one or more slots. Each slot includes one or more slot tokens. The method further includes generating an input sequence to a state decoder based on the fertilities. A total number of each slot token in the input sequence is based on a corresponding fertility. The method further includes encoding, by a state encoder, the input sequence to the state decoder, and decoding, by the state decoder, the encoded input sequence to generate a complete sequence of the dialog states.


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