Patents by Inventor Mathis Lamarre

Mathis Lamarre 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).

  • Probabilistic word embeddings for text classification
    Patent number: 11120223
    Abstract: Disclosed are systems, methods, and non-transitory computer-readable media for probabilistic word embeddings for text classification. A text classification system receives a message including a keyword and determines an embedding probability distribution representing the keyword. The text classification system then determines an embedding value for the keyword based on the embedding probability distribution. The text classification system uses the embedding value as input into a set of mathematical functions, yielding a first set of coefficient values for the keyword. Each respective mathematical function from the set corresponds to a respective classification label from a set of classification labels and defines a continuous surface.
    Type: Grant
    Filed: June 18, 2019
    Date of Patent: September 14, 2021
    Assignee: SAP SE
    Inventors: Gil Katz, Mathis Lamarre
  • PROBABILISTIC WORD EMBEDDINGS FOR TEXT CLASSIFICATION
    Publication number: 20200401658
    Abstract: Disclosed are systems, methods, and non-transitory computer-readable media for probabilistic word embeddings for text classification. A text classification system receives a message including a keyword and determines an embedding probability distribution representing the keyword. The text classification system then determines an embedding value for the keyword based on the embedding probability distribution. The text classification system uses the embedding value as input into a set of mathematical functions, yielding a first set of coefficient values for the keyword. Each respective mathematical function from the set corresponds to a respective classification label from a set of classification labels and defines a continuous surface.
    Type: Application
    Filed: June 18, 2019
    Publication date: December 24, 2020
    Inventors: Gil Katz, Mathis Lamarre