The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jul. 05, 2022
Filed:
Apr. 18, 2021
Applicant:
Microsoft Technology Licensing, Llc., Redmond, WA (US);
Inventors:
Alexey Svyatkovskiy, Bellevue, WA (US);
Shengyu Fu, Redmond, WA (US);
Neelakantan Sundaresan, Bellevue, WA (US);
Ying Zhao, Bellevue, WA (US);
Assignee:
MICROSOFT TECHNOLOGY LICENSING LLC., Redmond, WA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/44 (2018.01); G06F 8/33 (2018.01); G06N 3/08 (2006.01); G06F 16/901 (2019.01); G06F 17/18 (2006.01); G06F 8/41 (2018.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06F 8/33 (2013.01); G06F 8/42 (2013.01); G06F 16/9027 (2019.01); G06F 17/18 (2013.01); G06N 3/0472 (2013.01); G06N 3/084 (2013.01);
Abstract
A code completion tool uses a deep learning model to predict the likelihood of a method completing a method invocation. In one aspect, the deep learning model is a LSTM trained on features that represent the syntactic context of a method invocation derived from an abstract tree representation of the code fragment.