Best Practices for Machine Learning Systems: An Industrial Framework for Analysis and Optimization

no code implementations • 9 Jun 2023 • Georgios Christos Chouliaras, Kornel Kiełczewski, Amit Beka, David Konopnicki, Lucas Bernardi

In the last few years, the Machine Learning (ML) and Artificial Intelligence community has developed an increasing interest in Software Engineering (SE) for ML Systems leading to a proliferation of best practices, rules, and guidelines aiming at improving the quality of the software of ML Systems.

Cross-lingual intent classification in a low resource industrial setting

no code implementations • IJCNLP 2019 • Talaat Khalil, Kornel Kie{\l}czewski, Georgios Christos Chouliaras, Amina Keldibek, Maarten Versteegh

This paper explores different approaches to multilingual intent classification in a low resource setting.

Classification Cross-Lingual Transfer +3