Patents by Inventor Zhongyu PENG

Zhongyu PENG 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).

  • Single-entity-single-relation question answering systems, and methods
    Patent number: 10678816
    Abstract: Provided are systems and methods related to converting unlabeled data into structured and labeled data for answering one or more single-entity-single-relation questions. The systems and methods automates the labeling of data to generate training data for machine learning. The systems and methods identify and import question and answer pairs from an user generated discussion platform and access a knowledge base questions to extract questions by supervised extraction. The extracted questions are further filtered to remove mislabeled questions. When a question is posed, it is parsed for entity and relation, and an answer is identified by searching through the knowledge base.
    Type: Grant
    Filed: August 23, 2017
    Date of Patent: June 9, 2020
    Assignee: RSVP TECHNOLOGIES INC.
    Inventors: Zhongyu Peng, Kun Xiong, Anqi Cui
  • Single-entity-single-relation question answering systems, and methods
    Publication number: 20190065576
    Abstract: Provided are systems and methods related to converting unlabeled data into structured and labeled data for answering one or more single-entity-single-relation questions. The systems and methods automates the labeling of data to generate training data for machine learning. The systems and methods identify and import question and answer pairs from an user generated discussion platform and access a knowledge base questions to extract questions by supervised extraction. The extracted questions are further filtered to remove mislabeled questions. When a question is posed, it is parsed for entity and relation, and an answer is identified by searching through the knowledge base.
    Type: Application
    Filed: August 23, 2017
    Publication date: February 28, 2019
    Inventors: Zhongyu PENG, Kun XIONG, Anqi CUI