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. 01, 2022

Filed:

Apr. 28, 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 ...
G06N 3/04 (2006.01); G06N 3/08 (2006.01); G06F 40/40 (2020.01); H04N 19/31 (2014.01); H04N 19/33 (2014.01); G06V 20/40 (2022.01);
U.S. Cl.
CPC ...
G06N 3/049 (2013.01); G06F 40/40 (2020.01); G06N 3/08 (2013.01); G06V 20/40 (2022.01); H04N 19/31 (2014.11); H04N 19/33 (2014.11);
Abstract

A system and method for generating a response in a video grounded dialogue are provided. A video-grounded dialogue neural network language model receives video input and text input. The text input includes a dialogue history between the model and a human user and a current utterance by the user. Encoded video input is generated using video encoding layers. Encoded text input is generated using text encoding layers. The encoded video input and the encoded text input are concatenated in to a single input sequence. A generative pre-trained transformer model generates the response to the current utterance from the singe input sequence.


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