Patent · US Active

Learning-based automated machine learning code annotation with graph neural network

US11928156B2 · kind B2 · utility

1Cited by

7References

15Claims

0Family size

Assignee

International Business Machines Corporation · US

Inventors

Dakuo Wang · Cambridge, US
Lingfei Wu · Elmsford, US
Xuye Liu · Troy, US
Yi Wang · Ann Arbor, US
Chuang Gan · Cambridge, US
Xue Ying Zhang · Yangshuo, CN
Jun Wang · Yangshuo, CN
Jing Xu · Shanghai, CN

Key dates

Filing date	Nov 3, 2020
Grant date	Mar 12, 2024
Priority date	—
Expiry date	May 20, 2041

Classification

Technology area (CPC G)Physics
CPC primaryG06N3/09
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Obtain, at a computing device, a segment of computer code. With a classification module of a machine learning system executing on the computing device, determine a required annotation category for the segment of computer code. With an annotation generation module of the machine learning system executing on the computing device, generate a natural language annotation of the segment of computer code based on the segment of computer code and the required annotation category. Provide the natural language annotation to a user interface for display adjacent the segment of computer code.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.