Blogs (1) >>
ICSE 2019
Sat 25 - Fri 31 May 2019 Montreal, QC, Canada
Wed 29 May 2019 16:50 - 17:00 at Viger - SE Datasets, Research Infrastructure, and Methodology Chair(s): Rashina Hoda

Many software engineering data sets, particularly those that demand manual labelling for classification, are necessarily small. As a consequence, several recent software engineering papers have cast doubt on the effectiveness of deep neural networks for classification tasks, when applied to these data sets. We provide initial evidence that recent advances in Natural Language Processing, that allows neural networks to leverage large amount of unlabelled data in a pre-training phase, can significantly improve performance.

Wed 29 May

icse-2019-Paper-Presentations
16:00 - 18:00: Papers - SE Datasets, Research Infrastructure, and Methodology at Viger
Chair(s): Rashina HodaThe University of Auckland
icse-2019-Technical-Papers16:00 - 16:20
Talk
Naji DmeiriUniversity of California, Davis, David A TomassiUniversity of California, Davis, Yichen WangUniversity of California, Davis, Antara BhowmickUniversity of California, Davis, Yen-Chuan LiuUniversity of California, Davis, Prem DevanbuUniversity of California, Bogdan VasilescuCarnegie Mellon University, Cindy Rubio-GonzalezUniversity of California, Davis
Pre-print
icse-2019-Demonstrations16:20 - 16:40
Talk
Samuel BentonThe University of Texas at Dallas, Ali GhanbariThe University of Texas at Dallas, Lingming Zhang
icse-2019-New-Ideas-and-Emerging-Reults16:40 - 16:50
Talk
Per RunesonLund University
icse-2019-New-Ideas-and-Emerging-Reults16:50 - 17:00
Talk
Andrea A. Janes, Romain RobbesFree University of Bozen-Bolzano
icse-2019-Technical-Papers17:00 - 17:20
Talk
Dehai Zhao, Zhenchang XingAustralia National University, Chunyang ChenMonash University, Xin XiaMonash University, Guoqiang LiShanghai Jiao Tong University
icse-2019-Journal-First-Paper17:20 - 17:30
Talk
Klaas-Jan StolUniversity College Cork and Lero, Ireland, Brian FitzgeraldLero - The Irish Software Research Centre and University of Limerick
Link to publication DOI
icse-2019-New-Ideas-and-Emerging-Reults17:30 - 17:40
Talk
Vladimir Ivanov, Giancarlo SucciInnopolis University, Jooyong YiUNIST (Ulsan National Institute of Science and Technology)
icse-2019-Journal-First-Paper17:40 - 17:50
Talk
Adrian Santos Parrilla, Omar GomezEscuela Superior Politecnica de Chimborazo Riobamba, Natalia JuristoUniversidad Politecnica de Madrid
icse-2019-Paper-Presentations17:50 - 18:00
Talk