Programming is typically a difficult and repetitive task. Programmers encounter endless
problems during programming, and they often need to write similar code over and over …

Open Source Software (OSS) is forming the spines of technology infrastructures, attracting
millions of talents to contribute. Notably, it is challenging and critical to consider both the …

The current state-of-the-art methods in code recommendation mostly take the crowd-based
approach. The basic idea is to collect and extract code patterns from a large pool of …

Many programming languages and development frameworks have extensive libraries (eg,
JDK and Android libraries) that ease the task of software engineering if used effectively. With …

Recommending APIs is a practical and essential feature of IDEs. Improving the accuracy of
API recommendations is an effective way to improve coding efficiency. With the success of …

Code review is a common process that is used by developers, in which a reviewer provides
useful comments or points out defects in the submitted source code changes via pull …

Peer code review locates common coding standard violations and simple logical errors in
the early phases of software development, and thus, reduces overall cost. Unfortunately, at …

API recommendation in real-time is challenging for dynamic languages like Python. Many
existing API recommendation techniques are highly effective, but they mainly support static …

For programmers, learning the usage of APIs (Application Programming Interfaces) of a
software library is important yet difficult. API recommendation tools can help developers use …

When implementing unfamiliar programming tasks, developers commonly search code
examples and learn usage patterns of APIs from the code examples or reuse them by copy …