Patents by Inventor Stephen Merity

Stephen Merity has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Dynamic memory network
    Patent number: 11113598
    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.
    Type: Grant
    Filed: July 27, 2016
    Date of Patent: September 7, 2021
    Assignee: salesforce.com, inc.
    Inventors: Richard Socher, Ankit Kumar, Ozan Irsoy, Mohit Iyyer, Caiming Xiong, Stephen Merity, Romain Paulus
  • Dynamic Memory Network
    Publication number: 20170024645
    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.
    Type: Application
    Filed: July 27, 2016
    Publication date: January 26, 2017
    Applicant: salesforce.com, inc.
    Inventors: Richard Socher, Ankit Kumar, Ozan Irsoy, Mohit Iyyer, Caiming Xiong, Stephen Merity, Romain Paulus
  • Dynamic Memory Network
    Publication number: 20160350653
    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.
    Type: Application
    Filed: June 1, 2016
    Publication date: December 1, 2016
    Applicant: salesforce.com, inc.
    Inventors: Richard Socher, Ankit Kumar, Ozan Irsoy, Mohit Iyyer, Caiming Xiong, Stephen Merity, Romain Paulus