Patents by Inventor Carol HANNA

Carol HANNA 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).

  • Performance of a computer-implemented model that acts as a multi-class classifier
    Patent number: 11574144
    Abstract: Technologies relating to improving performance of a computer-implemented model that acts as a multi-class classifier are described herein. A chatbot includes the computer-implemented model, and the computer-implemented model receives natural language input from end users. A subset of the natural language inputs are identified as training examples that are to be used to update the computer-implemented model, wherein the natural language inputs are identified as the training examples based upon comparisons between scores for the natural language inputs output by different classifiers of the computer-implemented model. The training examples are labeled by a developer, and the computer-implemented model is updated based upon the labeled training examples.
    Type: Grant
    Filed: January 7, 2019
    Date of Patent: February 7, 2023
    Assignee: Microsoft Technology Licensing, LLC
    Inventors: Riham Mansour, Carol Hanna, Youssef Shahin, Omar Essam Serour, Ahmed Ashour
  • PERFORMANCE OF A COMPUTER-IMPLEMENTED MODEL THAT ACTS AS A MULTI-CLASS CLASSIFIER
    Publication number: 20200218939
    Abstract: Technologies relating to improving performance of a computer-implemented model that acts as a multi-class classifier are described herein. A chatbot includes the computer-implemented model, and the computer-implemented model receives natural language input from end users. A subset of the natural language inputs are identified as training examples that are to be used to update the computer-implemented model, wherein the natural language inputs are identified as the training examples based upon comparisons between scores for the natural language inputs output by different classifiers of the computer-implemented model. The training examples are labeled by a developer, and the computer-implemented model is updated based upon the labeled training examples.
    Type: Application
    Filed: January 7, 2019
    Publication date: July 9, 2020
    Inventors: Riham MANSOUR, Carol HANNA, Youssef SHAHIN, Omar Essam SEROUR, Ahmed ASHOUR