Patents by Inventor Kunal Singhal

Kunal Singhal 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).

  • Patent number: 12688357
    Abstract: In one embodiment, a computer-implemented method comprises receiving, from a client device, a text sequence input that comprises a plurality of words; using a server computer, executing an inference stage of a trained unified machine learning model over the text sequence input, the unified machine learning model having been trained on a training dataset comprising a plurality of pairs of records, each of the pairs of records comprising an unmodified natural language text string and a modified natural language text string, each of the records being labeled using two or more prefixes, each prefix among the two or more prefixes corresponding to a different attribute of natural language that is represented in the modified natural language text string, the modified natural language text string comprising two or more modifications corresponding to the prefixes; using the unified machine learning model, outputting one or more text suggestions for the text sequence input and explanation data comprising one or more pr
    Type: Grant
    Filed: April 26, 2023
    Date of Patent: July 21, 2026
    Inventors: Dhruv Kumar, Vipul Raheja, Kunal Singhal, Nicholas Bern