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:
Jan. 13, 2026

Filed:

Feb. 12, 2021
Applicant:

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

Inventors:

Christian Bird, Redmond, WA (US);

Elizabeth Dinella, Philadelphia, PA (US);

Shuvendu K. Lahiri, Sammamish, WA (US);

Todd Douglas Mytkowicz, Redmond, WA (US);

Neelakantan Sundaresan, Bellevue, WA (US);

Alexey Svyatkovskiy, Bellevue, WA (US);

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/02 (2006.01); G06F 8/30 (2018.01); G06F 8/71 (2018.01); G06N 3/044 (2023.01); G06N 3/045 (2023.01); G06N 3/088 (2023.01); G06N 7/01 (2023.01);
U.S. Cl.
CPC ...
G06N 3/02 (2013.01); G06F 8/311 (2013.01); G06N 3/044 (2023.01); G06N 3/045 (2023.01); G06N 3/088 (2013.01); G06N 7/01 (2023.01); G06F 8/71 (2013.01);
Abstract

An automated system for resolving program merges uses a sequence-to-sequence supervised machine learning model trained from developer-resolved merge conflicts to learn to predict a merge resolution to resolve a three-way program merge. The model utilizes an embedding of the merge tuple (A, B, O) which represents the program syntax, program semantics and the intent of the program inputs. The model uses a pointer mechanism to construct the resolved program in terms of the lines of source code found in the input programs.


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