Using editor service to control orchestration of grammar checker and machine learned mechanism

US11636263B2 · kind B2 · utility

Assignee

• MICROSOFT TECHNOLOGY LICENSING, LLC · US

Inventors

• Zhang Li · Sammamish, US
• Michael Wilson Daniels · Redmond, US
• Enrico Cadoni · Dublin, IE
• Domenic J. Cipollone · Montgomery, US
• Bhavuk Jain · Redmond, US
• Olivier Gauthier · Duvall, US
• Kaushik Ramaiah Narayanan · Bellevue, US
• Siqing CHEN · Bellevue, US
• Alice Lai · Seattle, US

Key dates

• Filing date: Jun 2, 2020
• Grant date: Apr 25, 2023
• Expiry date: Jul 8, 2041

Classification

• Technology area (CPC G): Physics
• CPC primary: G06N20/00
• WIPO field: Computer technology
• WIPO sector: Electrical engineering

Abstract

An editor service receives a textual input. The editor service provides the textual input to a rule-based grammar checker to obtain a grammar checker result. The editor service also provides the textual input to a machine learning (ML) fluency model that checks the textual input for errors and provides a ML model result. The editor service aggregates the grammar checker result and the ML model result and generates an editor service output based upon the aggregated results. A representation of the editor service result is provided to the client computing system for surfacing through a user interface.