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Program Merge Conflict Resolution via Neural Transformers. (arXiv:2109.00084v3 [cs.SE] UPDATED)
Sept. 23, 2022, 1:16 a.m. | Alexey Svyatkovskiy, Todd Mytkowicz, Negar Ghorbani, Sarah Fakhoury, Elizabeth Dinella, Christian Bird, Jinu Jang, Neel Sundaresan, Shuvendu Lahiri
cs.CL updates on arXiv.org arxiv.org
Collaborative software development is an integral part of the modern software
development life cycle, essential to the success of large-scale software
projects. When multiple developers make concurrent changes around the same
lines of code, a merge conflict may occur. Such conflicts stall pull requests
and continuous integration pipelines for hours to several days, seriously
hurting developer productivity. To address this problem, we introduce
MergeBERT, a novel neural program merge framework based on token-level
three-way differencing and a transformer encoder model. …
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