preprint Open access

ComSum: Commit Messages Summarization and Meaning Preservation

  • arXiv (Cornell University)
  • Cornell University
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We present ComSum, a data set of 7 million commit messages for text summarization. When documenting commits, software code changes, both a message and its summary are posted. We gather and filter those to curate developers' work summarization data set. Along with its growing size, practicality and challenging language domain, the data set benefits from the living field of empirical software engineering. As commits follow a typology, we propose to not only evaluate outputs by Rouge, but by their meaning preservation.

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Publication details

DOI
10.48550/arxiv.2108.10763
OpenAlex
W3194972555
Document type
preprint
Language
EN
Source
arXiv (Cornell University)
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