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- W2772902362 abstract "Commit comments increasingly receive attention as an important complementary component in code change comprehension. To address the comment scarcity issue, a variety of automatic approaches for commit comment generation have been intensively proposed. However, most of these approaches mechanically outline a superficial level summary of the changed software entities, the change intent behind the code changes is lost (e.g., the existing approaches cannot generate such comment: fixing null pointer exception). Considering the comments written by developers often describe the intent behind the code change, we propose a method to automatically generate commit comment by reusing the existing comments in version control system. Specifically, for an input commit, we apply syntax, semantic, pre-syntax, and pre-semantic similarities to discover the similar commits from half a million commits, and recommend the reusable comments to the input commit from the ones of the similar commits. We evaluate our approach on 7 projects. The results show that 9.1% of the generated comments are good, 27.7% of the generated comments need minor fix, and 63.2% are bad, and we also analyze the reasons that make a comment available or unavailable." @default.
- W2772902362 created "2017-12-22" @default.
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- W2772902362 date "2017-11-01" @default.
- W2772902362 modified "2023-10-06" @default.
- W2772902362 title "Mining Version Control System for Automatically Generating Commit Comment" @default.
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- W2772902362 doi "https://doi.org/10.1109/esem.2017.56" @default.
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