Patents by Inventor PRIYA RANI

PRIYA RANI 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).

  • Method and system of creating and summarizing unstructured natural language sentence clusters for efficient tagging
    Patent number: 11604926
    Abstract: A computerized method for reducing domain noise, creating and summarizing human-written sentences into clusters for efficient tagging in natural language processing comprising: receiving a typed, handwritten or printed text; implementing an optical character recognition (OCR) process on human written text to generate a digital version of the human written text; splitting the digital version of the typed, handwritten or printed text into an array of sentences, using a sentence splitter to generate a split sentence version; determining a domain of the human written text; based on the domain, implementing a domain noise reduction process on the split sentences version; hierarchically clustering the split sentences version after the domain noise reduction process; and summarizing the clustered sentences and reducing the amount of data to be tagged.
    Type: Grant
    Filed: February 21, 2020
    Date of Patent: March 14, 2023
    Inventors: Ramaswamy Venkateshwaran, Sridevi Ramaswamy, Priya Rani, Huanchen Li, Ke Chen
  • METHOD AND SYSTEM OF CREATING AND SUMMARIZING UNSTRUCTURED NATURAL LANGUAGE SENTENCE CLUSTERS FOR EFFICIENT TAGGING
    Publication number: 20200394364
    Abstract: A computerized method for reducing domain noise, creating and summarizing human-written sentences into clusters for efficient tagging in natural language processing comprising: receiving a typed, handwritten or printed text; implementing an optical character recognition (OCR) process on human written text to generate a digital version of the human written text; splitting the digital version of the typed, handwritten or printed text into an array of sentences, using a sentence splitter to generate a split sentence version; determining a domain of the human written text; based on the domain, implementing a domain noise reduction process on the split sentences version; hierarchically clustering the split sentences version after the domain noise reduction process; and summarizing the clustered sentences and reducing the amount of data to be tagged.
    Type: Application
    Filed: February 21, 2020
    Publication date: December 17, 2020
    Inventors: RAMASWAMY VENKATESHWARAN, SRIDEVI RAMASWAMY, PRIYA RANI, HUANCHEN LI, KE CHEN