US Patent Issued to International Business Machines on Sept. 1 for "Text augmentation using dataset reconstruction" (Israeli Inventors)

ALEXANDRIA, Va., Sept. 1 -- United States Patent no. 12,724,966, issued on Sept. 1, was assigned to International Business Machines Corp. (Armonk, N.Y.).

"Text augmentation using dataset reconstruction" was invented by Guy Uziel (Rishon Lezion, Israel), Esther Goldbraich (Kiryat Ata, Israel), Ateret Anaby-Tavor (Givat Ada, Israel) and Adir Rahamim (Netanya, Israel).

According to the abstract* released by the U.S. Patent & Trademark Office: "A computer-implemented method comprising: receiving a source dataset comprising a plurality of textual data instances and corresponding labels in two or more classes; training a machine learning classifier on the source dataset; performing inference by the trained machine learning classifier over a sub...