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.
Patent No.:
Date of Patent:
Sep. 07, 2021
Filed:
Jul. 27, 2016
Applicant:
Salesforce.com, Inc., San Francisco, CA (US);
Inventors:
Richard Socher, Menlo Park, CA (US);
Ankit Kumar, San Diego, CA (US);
Ozan Irsoy, Ithaca, NY (US);
Mohit Iyyer, Burke, VA (US);
Caiming Xiong, Palo Alto, CA (US);
Stephen Merity, San Francisco, CA (US);
Romain Paulus, Menlo Park, CA (US);
Assignee:
salesforce.com, inc., San Francisco, CA (US);
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2006.01); G06N 3/04 (2006.01); G06F 16/33 (2019.01); G06F 16/332 (2019.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 16/3329 (2019.01); G06F 16/3347 (2019.01); G06N 3/0427 (2013.01); G06N 3/0445 (2013.01);
Abstract
A novel unified neural network framework, the dynamic memory network, is disclosed. This unified framework reduces every task in natural language processing to a question answering problem over an input sequence. Inputs and questions are used to create and connect deep memory sequences. Answers are then generated based on dynamically retrieved memories.