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:
Nov. 29, 2022

Filed:

Oct. 30, 2018
Applicant:

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

Inventors:

Chien-Sheng Wu, San Francisco, CA (US);

Caiming Xiong, San Francisco, CA (US);

Richard Socher, San Francisco, CA (US);

Assignee:

salesforce.com, inc., San Francisco, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G10L 15/00 (2013.01); G10L 15/28 (2013.01); G10L 15/22 (2006.01); G06N 5/00 (2006.01); G06F 16/335 (2019.01); G06F 16/332 (2019.01); G06F 16/33 (2019.01);
U.S. Cl.
CPC ...
G10L 15/285 (2013.01); G06F 16/335 (2019.01); G06F 16/3329 (2019.01); G06F 16/3347 (2019.01); G06N 5/00 (2013.01); G10L 15/22 (2013.01); G10L 2015/225 (2013.01);
Abstract

A system and corresponding method are provided for generating responses for a dialogue between a user and a computer. The system includes a memory storing information for a dialogue history and a knowledge base. An encoder may receive a new utterance from the user and generate a global memory pointer used for filtering the knowledge base information in the memory. A decoder may generate at least one local memory pointer and a sketch response for the new utterance. The sketch response includes at least one sketch tag to be replaced by knowledge base information from the memory. The system generates the dialogue computer response using the local memory pointer to select a word from the filtered knowledge base information to replace the at least one sketch tag in the sketch response.


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