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ICSE 2020
Mon 5 - Sun 11 October 2020 Yongsan-gu, Seoul, South Korea
Wed 7 Oct 2020 15:20 - 15:30 at TBD3 - Code Summarization and Analysis

Programmers should write code comments, but not on every line of code. Because both too few and too many comments are undesirable, programmers must judiciously decide where to write code comments. We have created a machine learning model that suggests locations where a programmer should write a code comment. We trained it on existing commented code to learn locations that are chosen by developers. Once trained, the model can predict locations in new code. Our models achieved precision of 74% and recall of 13% in identifying comment-worthy locations. This first success opens the door to future work, both in the new \emph{where-to-comment} problem and in generating the content of comments.

Wed 7 Oct

icse-2020-paper-presentations
14:00 - 15:40: Paper Presentations - Code Summarization and Analysis at TBD3
icse-2020-papers14:00 - 14:20
Talk
Profir-Petru PârțachiUniversity College London, Santanu Kumar DashUniversity College London, UK, Christoph TreudeThe University of Adelaide, Earl BarrUniversity College London
icse-2020-papers14:20 - 14:40
Talk
Juan ZhaiRutgers University, Xiangzhe XuNanjing University, Yu ShiPurdue University, Guanhong TaoPurdue University, Minxue PanNanjing University, Shiqing MaRutgers University, Lei XuNational Key Laboratory for Novel Software Technology, Nanjing University, Weifeng ZhangNanjing University of Posts and Telecommunications, Lin TanPurdue University, Xiangyu ZhangPurdue University
icse-2020-papers14:40 - 15:00
Talk
Son NguyenThe University of Texas at Dallas, Hung Phan, Trinh LeUniversity of Engineering and Technology, Tien N. NguyenUniversity of Texas at Dallas
icse-2020-papers15:00 - 15:20
Talk
Jian ZhangBeihang University, Xu WangBeihang University, Hongyu ZhangThe University of Newcastle, Hailong SunBeihang University, Xudong LiuBeihang University
Pre-print
icse-2020-New-Ideas-and-Emerging-Results15:20 - 15:30
Talk
Annie LouisUniversity of Edinburgh, Santanu Kumar DashUniversity College London, UK, Earl BarrUniversity College London, Michael D. ErnstUniversity of Washington, USA, Charles SuttonGoogle Research
icse-2020-New-Ideas-and-Emerging-Results15:30 - 15:40
Talk
Casey CasalnuovoUniversity of California at Davis, USA, Earl BarrUniversity College London, Santanu Kumar DashUniversity College London, UK, Prem DevanbuUniversity of California, Emily MorganUniversity of California, Davis