MACHINE-GENERATED EXAMPLES OF COMMAND-LINE COMMANDS WITH PARAMETER VALUES

Patent №

US 11,640,294

Granted

2023-05-02

Filed 2020

Owner

MICROSOFT TECHNOLOGY LICENSING, LLC.

AI components

4

ml · nlp · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16861645

Examples of the usage of a command of a command line interface includes the command with a set of parameters and corresponding parameter values. The examples are generated from telemetry data, which does not contain parameter values, and from web-based sources that may contain multiple parameter values. A machine learning model is used to predict the data type of a parameter value when the parameter is used with a particular command. The predicted data type is then used to select an appropriate parameter value for the example from multiple known parameter values or to generate a parameter value when no known parameter value exists.

Machine learningNatural languagePlanningAI hardwareG06F 8/73G06F 9/45512G06F 16/9024G06F 18/214G06F 18/24323G06N 5/01G06N 5/04G06N 20/00+3 more

AI classification

Natural language1.00
Planning1.00
Machine learning1.00
AI hardware0.99
Knowledge representation0.37
Vision0.02
Speech0.00
Evolutionary computation0.00

Ownership

MICROSOFT TECHNOLOGY LICENSING, LLC.

assignment · 525440125

Assignors

GARG, SPANDAN, SHAVER, JASON R., SUNDARESAN, NEELAKANTAN, ZILOUCHIAN MOGHADDAM, ROSHANAK

On an employer assignment, the assignors are typically the inventors.

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