On the reproducibility and replicability of deep learning in software engineering

• Main Authors: LIU, Chao, GAO, Cuiyun, XIA, Xin, LO, David, GRUNDY, John C., YANG, Xiaohu
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Deep Learning; Replicability; Reproducibility; Software Engineering; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/7629; https://ink.library.smu.edu.sg/context/sis_research/article/8632/viewcontent/2006.14244.pdf
• Institution: Singapore Management University

Context: Deep learning (DL) techniques have gained significant popularity among software engineering (SE) researchers in recent years. This is because they can often solve many SE challenges without enormous manual feature engineering effort and complex domain knowledge.Objective: Although many DL s...