US Patent Issued to Optum Services (Ireland) on July 22 for "Natural language processing machine learning frameworks trained using multi-task training routines" (Indian, Irish Inventors)

ALEXANDRIA, Va., July 23 -- United States Patent no. 12,367,341, issued on July 22, was assigned to Optum Services (Ireland) Ltd. (Dublin).

"Natural language processing machine learning frameworks trained using multi-task training routines" was invented by Suman Roy (Bangalore, India), Ayan Sengupta (Noida, India), Michael Bridges (Dublin) and Amit Kumar (Gaya, India).

According to the abstract* released by the U.S. Patent & Trademark Office: "Various embodiments of the present invention provide methods, apparatus, systems, computing devices, computing entities, and/or the like for performing natural language processing operations using an attention-based text encoder machine learning model that is trained using a multi-task training rout...