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.

Date of Patent:
Aug. 27, 2024

Filed:

May. 09, 2022
Applicant:

Microsoft Technology Licensing, Llc., Redmond, WA (US);

Inventors:

Nan Duan, Beijing, CN;

Shuai Lu, Beijing, CN;

Neelakantan Sundaresan, Bellevue, WA (US);

Alexey Svyatkovskiy, Bellevue, WA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 8/33 (2018.01); G06F 40/30 (2020.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G06F 8/33 (2013.01); G06F 40/30 (2020.01); G06N 3/045 (2023.01);
Abstract

A retrieval-augmented code completion system uses the context of a partially-formed source code snippet of a source code program and a hint to predict the source code tokens needed to complete the partially-formed source code snippet. The hint is a source code segment that completes a semantically-similar source code segment of the partially-formed source code snippet. The hint is found in a retrieval source code database using a hybrid retrieval technique. A deep learning decoder model uses the context of the partially-formed source code snippet and the hint to predict the most likely candidate sequence of source code tokens to complete the partially-formed source code snippet.


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