ALEXANDRIA, Va., June 16 -- United States Patent no. 12,657,387, issued on June 16, was assigned to FMR LLC (Boston).

"Classification of compliance text data with few shot natural language model" was invented by Vall Herard (Boston), John Mariano (Boston), John McCrae (Boston) and Jason Megaro (Boston).

According to the abstract* released by the U.S. Patent & Trademark Office: "Methods and apparatuses are described for intelligent text classification with limited or no training data. A server computing device receives one or more of structured text or unstructured text corresponding to compliance text data from a database. The server computing device executes a trained few-shot natural language inference (NLI) classification model on one ...