Source code summarization involves creating brief descriptions of source code in natural
language. These descriptions are a key component of software documentation such as …

Automatic source code summarization is the task of generating natural language
descriptions for source code. Automatic code summarization is a rapidly expanding research …

Code summaries help developers comprehend programs and reduce their time to infer the
program functionalities during software maintenance. Recent efforts resort to deep learning …

Computational notebooks allow data scientists to express their ideas through a combination
of code and documentation. However, data scientists often pay attention only to the code …

A documentation generator is a programming tool that creates documentation for software
by analyzing the statements and comments in the software's source code. While many of …

Source code summarization is the task of creating readable summaries that describe the
functionality of software. Source code summarization is a critical component of …

Reading reference documentation is an important part of programming with application
programming interfaces (APIs). Reference documentation complements the API by providing …

Application Programming Interface (API) documents represent one of the most important
references for API users. However, it is frequently reported that the documentation is …

Natural language (NL) programming has become more approachable due to the powerful
code-generation capability of large language models (LLMs). This shift to using NL to …

API libraries provide thousands of APIs, and are essential in daily programming tasks. To
understand their usages, it has long been a hot research topic to mine specifications that …