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:
May. 27, 2025
Filed:
Nov. 12, 2022
Microsoft Technology Licensing, Llc., Redmond, WA (US);
Nan Duan, Beijing, CN;
Shengyu Fu, Redmond, WA (US);
Shuai Lu, Beijing, CN;
Neelakantan Sundaresan, Bellevue, WA (US);
Alexey Svyatkovskiy, Bellevue, WA (US);
Microsoft Technology Licensing, LLC., Redmond, WA (US);
Abstract
A deep learning model is pre-trained with a large-scale of unsupervised data of code review tasks in order to learn the relationships between code changes and a code review. The pre-trained deep learning model predicts a code review given a code diff hunk in a code diff format. The code diff hunk includes the changed code and its surrounding context. The pre-trained deep learning model may then be fine-tuned with supervised data in order to make predictions for several code review activities, such as, code change quality estimation and code refinement.