102 citations · 149 across the 23 of their papers we have counts for
4 papers · 1 filter
Automatically Extracting Subroutine Summary Descriptions from Unstructured Comments
Zachary Eberhart, Alexander LeClair, Collin McMillan
Summary descriptions of subroutines are short (usually one-sentence) natural language explanations of a subroutine's behavior and purpose in a program. These summaries are ubiquito…
Recommendations for Datasets for Source Code Summarization
Alexander LeClair, Collin McMillan
Source Code Summarization is the task of writing short, natural language descriptions of source code. The main use for these descriptions is in software documentation e.g. the one-…
EyeDoc: Documentation Navigation with Eye Tracking
Robert Wallace, Collin McMillan
We demonstrate EyeDoc, a tool for navigating software documentation with the use of the eyes. When programming, developers often have many windows open such as an IDE, consoles and…
A Neural Model for Generating Natural Language Summaries of Program Subroutines
Alexander LeClair, Siyuan Jiang, Collin McMillan
Source code summarization -- creating natural language descriptions of source code behavior -- is a rapidly-growing research topic with applications to automatic documentation gene…