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Technical Report on Neural Language Models and Few-Shot Learning for Systematic Requirements Processing in MDSE
Vincent Bertram, Miriam Boß, Evgeny Kusmenko +4
Systems engineering, in particular in the automotive domain, needs to cope with the massively increasing numbers of requirements that arise during the development process. To guara…
Design Guidelines for Improving User Experience in Industrial Domain-Specific Modelling Languages
Rohit Gupta, Nico Jansen, Nikolaus Regnat +1
Domain-specific modelling languages (DSMLs) help practitioners solve modelling challenges specific to various domains. As domains grow more complex and heterogeneous in nature, ind…
MDE for Machine Learning-Enabled Software Systems: A Case Study and Comparison of MontiAnna & ML-Quadrat
Jörg Christian Kirchhof, Evgeny Kusmenko, Jonas Ritz +5
In this paper, we propose to adopt the MDE paradigm for the development of Machine Learning (ML)-enabled software systems with a focus on the Internet of Things (IoT) domain. We il…