Patents by Inventor Ashish Nangpal

Ashish Nangpal 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).

  • Patent number: 11550782
    Abstract: Machine learning systems and methods for interactive concept searching using attention scoring are provided. The system receives textual data. The system identifies one or more word representations of the textual data. The system further receives a concept. The system determines a score indicative of a likelihood of each of the one or more word representations being representative of the concept using an attention scoring process having a temperature variable. The system generates a dataset for training and evaluation based at least in part on the score. The dataset includes the one or more word representations and concept. The system further processes the dataset to train one or more deep active learning models capable of the interactive concept search.
    Type: Grant
    Filed: December 10, 2021
    Date of Patent: January 10, 2023
    Assignee: Insurance Services Office, Inc.
    Inventors: Charles Dognin, Zhuoqin Yu, Hewen Chen, Shikha Bordia, Ashish Nangpal
  • Publication number: 20220188305
    Abstract: Machine learning systems and methods for interactive concept searching using attention scoring are provided. The system receives textual data. The system identifies one or more word representations of the textual data. The system further receives a concept. The system determines a score indicative of a likelihood of each of the one or more word representations being representative of the concept using an attention scoring process having a temperature variable. The system generates a dataset for training and evaluation based at least in part on the score. The dataset includes the one or more word representations and concept. The system further processes the dataset to train one or more deep active learning models capable of the interactive concept search.
    Type: Application
    Filed: December 10, 2021
    Publication date: June 16, 2022
    Applicant: Insurance Services Office, Inc.
    Inventors: Charles Dognin, Zhuoqin Yu, Hewen Chen, Shikha Bordia, Ashish Nangpal