Context: Coding is an incremental activity where a developer may need to understand a
code before making suitable changes in the code. Code documentation is considered one of …

Abstract The Abstraction and Reasoning Corpus (ARC) is a set of procedural tasks that tests
an agent's ability to flexibly solve novel problems. While most ARC tasks are easy for …

Code summarization, the task of generating useful comments given the code, has long been
of interest. Most of the existing code summarization models are trained and validated on …

Code comments are one of the important documents to help developers review and
comprehend source code. In recent studies, researchers have proposed many deep …

Code commenting plays an important role in program comprehension. Automatic comment
generation helps improve software maintenance efficiency. The code comments to annotate …

Code commenting is a common programming practice of practical importance to help
developers review and comprehend source code. There are two main types of code …

Commit messages are important complementary information used in understanding code
changes. To address message scarcity, some work is proposed for automatically generating …

In software development and maintenance, code comments can help developers
understand source code and improve communication among developers. However …

High-quality source code comments are valuable for software development and
maintenance, however, code often contains low-quality comments or lacks them altogether …

Code review is a common software engineering practice of practical importance to reduce
software defects. Review today is often with the help of specialized tools, such as Gerrit …