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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 2017Show all

3 papers · 1 filter

cs.SE2017★ 6 cited

Automatically Generating Commit Messages from Diffs using Neural Machine Translation

Siyuan Jiang, Ameer Armaly, Collin McMillan

Commit messages are a valuable resource in comprehension of software evolution, since they provide a record of changes such as feature additions and bug repairs. Unfortunately, pro…

cs.SE2017★ 1 cited

Towards Automatic Generation of Short Summaries of Commits

Siyuan Jiang, Collin McMillan

Committing to a version control system means submitting a software change to the system. Each commit can have a message to describe the submission. Several approaches have been pro…

cs.SE2017

Documenting API Input/Output Examples

Siyuan Jiang, Ameer Armaly, Collin McMillan +2

When learning to use an Application Programming Interface (API), programmers need to understand the inputs and outputs (I/O) of the API functions. Current documentation tools autom…

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