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cs.CL2023
Visually Grounded Continual Language Learning with Selective Specialization
Kyra Ahrens, Lennart Bengtson, Jae Hee Lee +1
A desirable trait of an artificial agent acting in the visual world is to continually learn a sequence of language-informed tasks while striking a balance between sufficiently spec…
cs.CL2021
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…