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Colin B. Clement — most-cited papers & profile · AI for Code
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Colin B. Clement
4
papers ·
50
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
PyMT5: multi-mode translation of natural language and Python code with transformers
2020 · 24 citations
DeepDebug: Fixing Python Bugs Using Stack Traces, Backtranslation, and Code Skeletons
2021 · 14 citations
Long-Range Modeling of Source Code Files with eWASH: Extended Window Access by Syntax Hierarchy
2021 · 11 citations
DeepPERF: A Deep Learning-Based Approach For Improving Software Performance
2022 · 1 citations
Top co-authors
Dawn Drain
· 3
Neel Sundaresan
· 3
Alexey Svyatkovskiy
· 2
and Neel Sundaresan
· 1
Chen Wu
· 1
Guillermo Serrato
· 1
Jonathan Timcheck
· 1
Michele Tufano
· 1
Nan Duan
· 1
Roshanak Zilouchian Moghaddam
· 1
Shuai Lu
· 1
Spandan Garg
· 1
Topics
Code Generation
Code Translation
Code Models
Code Understanding
Program Repair
Bug Detection
Software Engineering