Patents by Inventor Alon Albalak

Alon Albalak 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).

  • Systems and methods for determining and using semantic relatedness to classify segments of text
    Patent number: 11914963
    Abstract: Systems and methods for detecting and using semantic relatedness to classify segments of digital text are disclosed. More particularly, embodiments determine the semantic relatedness of segments of text to abstract categories where the abstract categories are not defined by a single word or semantic concept. Detecting semantic relatedness includes analyzing text, embedding the text, and determining semantic relatedness to a set of concepts for a category where each concept may include a set of words/phrases embedded in a similar fashion. The text embedding can be projected onto each concept embedding and reduced to a score representing semantic relatedness. The text is classified based on the semantic relatedness.
    Type: Grant
    Filed: March 4, 2021
    Date of Patent: February 27, 2024
    Assignee: THETA LAKE, INC.
    Inventors: Rohit Jain, Devin H. Redmond, Richard B. Sutton, Alon Albalak, Sharon Hüffner
  • SYSTEMS AND METHODS FOR DETERMINING AND USING SEMANTIC RELATEDNESS TO CLASSIFY SEGMENTS OF TEXT
    Publication number: 20210279420
    Abstract: Systems and methods for detecting and using semantic relatedness to classify segments of digital text are disclosed. More particularly, embodiments determine the semantic relatedness of segments of text to abstract categories where the abstract categories are not defined by a single word or semantic concept. Detecting semantic relatedness includes analyzing text, embedding the text, and determining semantic relatedness to a set of concepts for a category where each concept may include a set of words/phrases embedded in a similar fashion. The text embedding can be projected onto each concept embedding and reduced to a score representing semantic relatedness. The text is classified based on the semantic relatedness.
    Type: Application
    Filed: March 4, 2021
    Publication date: September 9, 2021
    Inventors: Rohit Jain, Devin H. Redmond, Richard B. Sutton, Alon Albalak, Sharon Hüffner