US Patent Issued to SAMSUNG ELECTRONICS on May 12 for "Modeling attention to improve classification and provide inherent explainability" (California Inventors)

ALEXANDRIA, Va., May 12 -- United States Patent no. 12,626,693, issued on May 12, was assigned to SAMSUNG ELECTRONICS Co. LTD. (Suwon-si, South Korea).

"Modeling attention to improve classification and provide inherent explainability" was invented by Dalkandura Arachchige K.S.S. Gunaratna (San Jose, Calif.), Vijay Srinivasan (San Jose, Calif.) and Hongxia Jin (San Jose, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "In an artificial intelligence model (AI model), input data is processed to provide both classification of the input data and a visualization of the process of the AI model. This is done by performing intent and slot classification of the input data, generating weights and binary classifier...