Junming Cao, Bihuan Chen, Longjie Hu, Jie Gao, Kaifeng Huang...
TL;DR通过对 Rasa 3.0 进行案例研究,本文采用了系统视角并分析其对测试的影响,揭示了机器学习系统视角下的软件工程实践问题。
Abstract
machine learning (ML) enabled systems are emerging with recent breakthroughs
in ML. A model-centric view is widely taken by the literature to focus only on
the analysis of ML models. However, only a small body of work takes a system
view that looks at how ML components work with the sy