Patents by Inventor Cennet OGUZ

Cennet OGUZ 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).

  • Intelligent augmentation of word representation via character shape embeddings in a neural network
    Patent number: 11222177
    Abstract: Embodiments are provided for intelligent augmentation of word representations in a computing system by a processor. One or more character shape embeddings may be created in an artificial neural network (ANN) by augmenting one or more word representations based on a set of natural language processing (NLP) data, a set of word embedding vectors, and one or more clustering operations. A shape, a category, and a contextual identify of the one or more word representations may be analyzed used in creating the one or more character shape embeddings.
    Type: Grant
    Filed: April 3, 2020
    Date of Patent: January 11, 2022
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Stefano Braghin, Cennet Oguz, Killian Levacher
  • INTELLIGENT AUGMENTATION OF WORD REPRESENTATION VIA CHARACTER SHAPE EMBEDDINGS IN A NEURAL NETWORK
    Publication number: 20210312127
    Abstract: Embodiments are provided for intelligent augmentation of word representations in a computing system by a processor. One or more character shape embeddings may be created in an artificial neural network (ANN) by augmenting one or more word representations based on a set of natural language processing (NLP) data, a set of word embedding vectors, and one or more clustering operations. A shape, a category, and a contextual identify of the one or more word representations may be analyzed used in creating the one or more character shape embeddings.
    Type: Application
    Filed: April 3, 2020
    Publication date: October 7, 2021
    Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Stefano BRAGHIN, Cennet OGUZ, Killian LEVACHER