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Collin McMillan

29 papers hereh-index 344.6k citations90 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1
  • last author28

Across the 29 of 29 papers where every author was matched, so the position is known.

fields
  • cs.SE27
  • cs.AI1
  • cs.CL1
same name
  • Collin McMillan — 21 papers, h 7

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172023
most citedImproved Automatic Summarization of Subroutines via Attention to File Context

102 citations · 149 across the 23 of their papers we have counts for

collaborators
Showing 2020Show all

3 papers · 1 filter

cs.SE2020★ 102 cited

Improved Automatic Summarization of Subroutines via Attention to File Context

Sakib Haque, Alexander LeClair, Lingfei Wu +1

Software documentation largely consists of short, natural language summaries of the subroutines in the software. These summaries help programmers quickly understand what a subrouti…

cs.SE2020

Improved Code Summarization via a Graph Neural Network

Alexander LeClair, Sakib Haque, Lingfei Wu +1

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

cs.SE2020★ 3 cited

The Apiza Corpus: API Usage Dialogues with a Simulated Virtual Assistant

Zachary Eberhart, Aakash Bansal, Collin McMillan

Virtual assistant technology has the potential to make a significant impact in the field of software engineering. However, few SE-related datasets exist that would be suitable for…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.