ALEXANDRIA, Va., Aug. 20 -- United States Patent no. 12,394,232, issued on Aug. 19.
"Systems and methods for automated text labeling" was invented by Walid Amamou (Carlsbad, Calif.).
According to the abstract* released by the U.S. Patent & Trademark Office: "Methods and systems are provided for labeling text data using one or more machine learning (ML) models. In one embodiment, a method for training an ML model to label text data comprises manually labeling one or more words in a portion of a first set of text data as instances of a predefined entity of interest; extracting one or more example phrases from the labeled portion of text data, submitting an instruction to a Large Language Model (LLM) to label instances of the predefined enti...