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A Systematic Literature Review on the Use of Deep Learning in Software Engineering Research

Sep 14, 2020
Cody Watson, Nathan Cooper, David Nader Palacio, Kevin Moran, Denys Poshyvanyk

* 48 pages, Currently under review 

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DeepMutation: A Neural Mutation Tool

Feb 13, 2020
Michele Tufano, Jason Kimko, Shiya Wang, Cody Watson, Gabriele Bavota, Massimiliano Di Penta, Denys Poshyvanyk

* Accepted to the 42nd ACM/IEEE International Conference on Software Engineering (ICSE 2020), Demonstrations Track - Seoul, South Korea, May 23-29, 2020, 4 pages 

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On Learning Meaningful Code Changes via Neural Machine Translation

Jan 25, 2019
Michele Tufano, Jevgenija Pantiuchina, Cody Watson, Gabriele Bavota, Denys Poshyvanyk

* Accepted to the 41st ACM/IEEE International Conference on Software Engineering (ICSE 2019) - Montreal, QC, Canada, May 25-31, 2019, 12 pages 

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