This inventor holds 1 USPTO granted patent. Top assignee: Fmr Corp.. Active years: 2026.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2026
Title: John McCrae and Compliance Text Classification
Introduction
John McCrae is an inventor associated with Boston, Massachusetts, and Fmr Corp. His patent work addresses the use of natural language models to identify potential compliance violations in text.
Latest Patents
McCrae is associated with 1 patent: “Classification of Compliance Text Data with Few Shot Natural Language Model.” The patent describes methods and apparatuses for classifying compliance text when little or no training data is available. A server receives structured or unstructured compliance text from a database and applies a trained few-shot natural language inference model to sentences in the text. The model identifies whether sentences may contain a compliance violation, and the server sends its results to a remote computing device.
Career Highlights
McCrae’s listed patent reflects work on applying few-shot natural language inference to compliance review. The approach is designed to classify text with limited training data and communicate the resulting analysis to another device.
Collaborations
His listed coworkers include Vall Herard and John Mariano.
Conclusion
John McCrae’s patent focuses on using a few-shot natural language model to help identify potential compliance violations in text.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile