Patents by Inventor Dhananjay Ram

Dhananjay Ram 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).

  • GENERATING PROMPT RECOMMENDATIONS FOR NATURAL LANGUAGE PROCESSING TASKS
    Publication number: 20240202458
    Abstract: Prompt discovery is performed for identifying prompts to natural language processing machine learning models. A request to determine a prompt for a natural language processing task performed by a pre-trained natural language processing machine learning model may be received. A task classification for the natural language processing task may be determined and candidate prompts for the natural language processing prompt task collection selected. Respective prompt results for the candidate prompts are evaluated to generate a prompt recommendation for the natural language processing task.
    Type: Application
    Filed: December 16, 2022
    Publication date: June 20, 2024
    Applicant: Amazon Technologies, Inc.
    Inventors: Sheng Zha, Miguel Ballesteros Martinez, Yassine Benajiba, Cole Hawkins, Aditya Rawal, Dhananjay Ram, Min Rong Samson Tan, Abhinav Goyal, Brant Swidler
  • ADAPTING PROMPTS SELECTED FROM PROMPT TASK COLLECTIONS
    Publication number: 20240202466
    Abstract: Prompt development techniques are implemented for tuning natural language processing machine learning models using selected prompts from a prompt task collection. A prompt development system may support requests to further adapt a pre-trained natural language processing machine learning model to tune the pre-trained natural language processing machine learning model for use with a selected prompt. Evaluation of the tuned natural language processing machine learning model may be performed and provided as a result.
    Type: Application
    Filed: December 16, 2022
    Publication date: June 20, 2024
    Applicant: Amazon Technologies, Inc.
    Inventors: Sheng Zha, Miguel Ballesteros Martinez, Yassine Benajiba, Cole Hawkins, Aditya Rawal, Dhananjay Ram, Min Rong Samson Tan, Vittorio Castelli