Patents by Inventor Jea Hyun PARK

Jea Hyun PARK 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).

  • Method and apparatus for customizing natural language processing model
    Patent number: 11544476
    Abstract: A method for model customization according to an embodiment includes providing a user with prediction results of each of a plurality of pre-trained natural language processing models for a document subjected to analysis selected from a document set including a plurality of documents, acquiring user feedback on the prediction results from the user, generating a plurality of augmented documents from at least one of the plurality of documents based on data attributes of each of the plurality of documents and the user feedback; and retraining at least one of the plurality of natural language processing models, using training data including the plurality of augmented documents.
    Type: Grant
    Filed: May 27, 2020
    Date of Patent: January 3, 2023
    Assignee: SAMSUNG SDS CO., LTD.
    Inventors: Na Un Kang, Jae Hoon Lee, Wang Geun Park, Jea Hyun Park
  • METHOD AND APPARATUS FOR CUSTOMIZING NATURAL LANGUAGE PROCESSING MODEL
    Publication number: 20210365640
    Abstract: A method for model customization according to an embodiment includes providing a user with prediction results of each of a plurality of pre-trained natural language processing models for a document subjected to analysis selected from a document set including a plurality of documents, acquiring user feedback on the prediction results from the user, generating a plurality of augmented documents from at least one of the plurality of documents based on data attributes of each of the plurality of documents and the user feedback; and retraining at least one of the plurality of natural language processing models, using training data including the plurality of augmented documents.
    Type: Application
    Filed: May 27, 2020
    Publication date: November 25, 2021
    Inventors: Na Un KANG, Jae Hoon LEE, Wang Geun PARK, Jea Hyun PARK