Patents by Inventor Ozan Irsoy

Ozan Irsoy 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).

  • Dialogue act classification in group chats with DAG-LSTMs
    Patent number: 11783812
    Abstract: Systems and methods for classifying a dialogue act in a chat log are provided. Each word of the dialogue act is mapped to a word vector representation. An utterance vector representation of the dialogue act is computed based on the word vector representations. An additional utterance vector representation of the dialogue act is computed based on the utterance vector representation. The additional utterance vector representation is mapped to a classification of the dialogue act.
    Type: Grant
    Filed: April 19, 2021
    Date of Patent: October 10, 2023
    Inventors: Ozan Irsoy, Rakesh Gosangi, Haimin Zhang, Mu-Hsin Wei, Peter John Lund, Duccio Pappadopulo, Brendan Michael Fahy, Neophytos Nephytou, Camilo Ortiz Diaz
  • DIALOGUE ACT CLASSIFICATION IN GROUP CHATS WITH DAG-LSTMS
    Publication number: 20210335346
    Abstract: Systems and methods for classifying a dialogue act in a chat log are provided. Each word of the dialogue act is mapped to a word vector representation. An utterance vector representation of the dialogue act is computed based on the word vector representations. An additional utterance vector representation of the dialogue act is computed based on the utterance vector representation. The additional utterance vector representation is mapped to a classification of the dialogue act.
    Type: Application
    Filed: April 19, 2021
    Publication date: October 28, 2021
    Applicant: Bloomberg Finance L.P.
    Inventors: Ozan IRSOY, Rakesh GOSANGI, Haimin ZHANG, Mu-Hsin WEI, Peter John LUND, Duccio PAPPADOPULO, Brendan Michael FAHY, Neophytos NEPHYTOU, Camilo Ortiz DIAZ
  • 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