102 citations · 105 across the 4 of their papers we have counts for
3 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-…
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…