DRILL: Dynamic Representations for Imbalanced Lifelong Learning

Kyra Ahrens, Fares Abawi, Stefan Wermter

Continual or lifelong learning has been a long-standing challenge in machine learning to date, especially in natural language processing (NLP). Although state-of-the-art language m…