Patents by Inventor Scott Nowson

Scott Nowson 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).

  • Author personality trait recognition from short texts with a deep compositional learning approach
    Patent number: 10049103
    Abstract: A method for trait prediction includes receiving a text sequence and generating character embeddings for characters of the text sequence. Word representations for words of the text sequence are generated with a trained character sequence model, based on the character embeddings. A sequence representation is generated for the text sequence with a trained word sequence model, based on the word representations. At least one trait prediction is generated with a trained trait model, based on the sequence representation.
    Type: Grant
    Filed: January 17, 2017
    Date of Patent: August 14, 2018
    Assignee: Xerox Corporation
    Inventors: Julien Perez, Scott Nowson, Fei Liu
  • AUTHOR PERSONALITY TRAIT RECOGNITION FROM SHORT TEXTS WITH A DEEP COMPOSITIONAL LEARNING APPROACH
    Publication number: 20180203848
    Abstract: A method for trait prediction includes receiving a text sequence and generating character embeddings for characters of the text sequence. Word representations for words of the text sequence are generated with a trained character sequence model, based on the character embeddings. A sequence representation is generated for the text sequence with a trained word sequence model, based on the word representations. At least one trait prediction is generated with a trained trait model, based on the sequence representation.
    Type: Application
    Filed: January 17, 2017
    Publication date: July 19, 2018
    Applicant: Xerox Corporation
    Inventors: Julien Perez, Scott Nowson, Fei Liu