Automatic commit message generation: A critical review and directions for future work
Commit messages are critical for code comprehension and software maintenance. Writing a
high-quality message requires skill and effort. To support developers and reduce their effort …
high-quality message requires skill and effort. To support developers and reduce their effort …
What makes a good commit message?
A key issue in collaborative software development is communication among developers.
One modality of communication is a commit message, in which developers describe the …
One modality of communication is a commit message, in which developers describe the …
Context-aware retrieval-based deep commit message generation
Commit messages recorded in version control systems contain valuable information for
software development, maintenance, and comprehension. Unfortunately, developers often …
software development, maintenance, and comprehension. Unfortunately, developers often …
[PDF][PDF] Unifying the perspectives of nlp and software engineering: A survey on language models for code
Z Zhang, C Chen, B Liu, C Liao, Z Gong… - arXiv preprint arXiv …, 2023 - simg.baai.ac.cn
In this work we systematically review the recent advancements in code processing with
language models, covering 50+ models, 30+ evaluation tasks, 170+ datasets, and 700 …
language models, covering 50+ models, 30+ evaluation tasks, 170+ datasets, and 700 …
Commit message generation for source code changes
Commit messages, which summarize the source code changes in natural language, are
essential for program comprehension and software evolution understanding. Unfortunately …
essential for program comprehension and software evolution understanding. Unfortunately …
On the evaluation of commit message generation models: An experimental study
Commit messages are natural language descriptions of code changes, which are important
for program understanding and maintenance. However, writing commit messages manually …
for program understanding and maintenance. However, writing commit messages manually …
From commit message generation to history-aware commit message completion
Commit messages are crucial to software development, allowing developers to track
changes and collaborate effectively. Despite their utility, most commit messages lack …
changes and collaborate effectively. Despite their utility, most commit messages lack …
Attention-based machine learning model for smart contract vulnerability detection
Y Sun, L Gu - Journal of physics: conference series, 2021 - iopscience.iop.org
Ethereum attracts extensive attention due to its distinctive function of smart contract and
decentralized applications (Dapps). Since the number of contracts on blockchain has …
decentralized applications (Dapps). Since the number of contracts on blockchain has …
A large-scale empirical study of commit message generation: models, datasets and evaluation
Commit messages are natural language descriptions of code changes, which are important
for program understanding and maintenance. However, writing commit messages manually …
for program understanding and maintenance. However, writing commit messages manually …
Correlating automated and human evaluation of code documentation generation quality
Automatic code documentation generation has been a crucial task in the field of software
engineering. It not only relieves developers from writing code documentation but also helps …
engineering. It not only relieves developers from writing code documentation but also helps …