Large Language Models (LLMs) have significantly impacted numerous domains, including
Software Engineering (SE). Many recent publications have explored LLMs applied to …

Recent software advances have led to an expansion of the development and usage of
application programming interfaces (APIs). From millions of Android packages (APKs) …

Automatic API recommendation has been studied for years. There are two orthogonal lines
of approaches for this task, ie, information-retrieval-based (IR-based) and neural-based …

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 …

With the prevalence of web techniques and Internet-of-Things networks, an increasing
number of developers build software by invoking existing application programming …

API misuses cause significant problem in software development. Existing methods detect
API misuses against frequent API usage patterns mined from codebase. They make a naive …

The tremendous success of Stack Overflow has accumulated an extensive corpus of
software engineering knowledge, thus motivating researchers to propose various solutions …

With the rapid increase of public code repositories, developers maintain a great desire to
retrieve precise code snippets by using natural language. Despite existing deep learning …

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 …

Software developers often resort to Stack Overflow (SO) to fill their programming needs.
Given the abundance of relevant posts, navigating them and comparing different solutions is …