Patents by Inventor Jinxiong Chang

Jinxiong Chang 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).

  • Publication number: 20230367976
    Abstract: Computer-implemented methods, apparatuses, and computer-readable media for model training and text processing are disclosed. In an example, an original text, a positive sample, and a negative sample are obtained. The positive sample and the negative sample are rewritten texts of the original text. A first, second, and third distribution parameter corresponding to the original text, the positive sample, and the negative sample, respectively, are determined by using an encoder. The first, second, and third distribution parameter are used to describe a first, second, and third semantic distribution, respectively. A model parameter of the encoder is optimized by using a loss function based on the first, second, and third distribution parameter. The loss function includes a first term that is used to constrain a degree of similarity between the first and second semantic distribution to be higher than a degree of similarity between the first and the third semantic distribution.
    Type: Application
    Filed: May 12, 2023
    Publication date: November 16, 2023
    Applicant: ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
    Inventors: Mingzhe Li, Xiexiong Lin, Jinxiong Chang, Qishen Zhang, Zhongyi Liu