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:
Feb. 18, 2025
Filed:
Aug. 09, 2023
Applicant:
Microsoft Technology Licensing, Llc., Redmond, WA (US);
Inventors:
Alexey Svyatkovskiy, Bellevue, WA (US);
Shengyu Fu, Redmond, WA (US);
Neelakantan Sundaresan, Bellevue, WA (US);
Shao Kun Deng, Bellevue, WA (US);
Assignee:
Microsoft Technology Licensing, LLC, Redmond, WA (US);
Primary Examiner:
Int. Cl.
CPC ...
G06F 8/33 (2018.01); G06F 8/34 (2018.01); G06F 16/901 (2019.01); G06F 17/16 (2006.01); G06F 17/18 (2006.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01); G06N 3/088 (2023.01); G06N 5/04 (2023.01); G06F 8/35 (2018.01); G06F 8/71 (2018.01); G06F 8/75 (2018.01); G06N 3/045 (2023.01); G06N 3/084 (2023.01);
U.S. Cl.
CPC ...
G06F 8/33 (2013.01); G06F 16/9027 (2019.01); G06F 17/16 (2013.01); G06F 17/18 (2013.01); G06N 3/088 (2013.01); G06N 5/04 (2013.01); G06F 8/35 (2013.01); G06F 8/71 (2013.01); G06F 8/75 (2013.01); G06N 3/045 (2023.01); G06N 3/084 (2013.01);
Abstract
A code completion tool uses a neural transformer model to generate candidate sequences to complete a line of source code. The neural transformer model is trained using a conditional language modeling objective on a large unsupervised dataset that includes source code programs written in several different programming languages. The neural transformer model is used within a beam search that predicts the most likely candidate sequences for a code snippet under development.