Automated code generation has been extensively studied in recent literature. In this work,
we first survey 66 participants to motivate a more pragmatic code generation scenario, ie …

On Stack Overflow, developers can not only browse question posts to solve their
programming problems but also gain expertise from the question posts to help improve their …

Prior studies have demonstrated that approaches to generate an answer summary for a
given technical query in Software Question and Answer (SQA) sites are desired. We find that …

Developers often ask how-to questions using search engines, technical Q&A communities,
and interactive Q&A systems to seek help for specific programming tasks. However, they …

Documentation facilitates the transfer of knowledge among programmers and helps them
become familiar with new technologies. However, the effectiveness with which a reader can …

A big part of software developers' time is spent finding answers to their coding-task-related
questions. To answer their questions, developers usually perform web searches, ask …

Developers frequently use the web to locate API examples that help them solve their
programming tasks. While sites like Stack Overflow (SO) contain API examples embedded …

Documentation enables sharing knowledge between the developers of a technology and its
users. Creating quality documents, however, is challenging: Documents must satisfy the …

Abstract Machine learning (ML), including deep learning, has recently gained tremendous
popularity in a wide range of applications. However, like traditional software, ML …

Documentation enables sharing knowledge between the developers of a technology and its
users. Creating quality documents, however, is challenging: Documents must satisfy the …