Continual Lifelong Learning in Natural Language Processing: A Survey

no code implementations • COLING 2020 • Magdalena Biesialska, Katarzyna Biesialska, Marta R. Costa-jussà

However, it is difficult for existing deep learning architectures to learn a new task without largely forgetting previously acquired knowledge.

Continual Learning

Sentiment Analysis with Contextual Embeddings and Self-Attention

no code implementations • 12 Mar 2020 • Katarzyna Biesialska, Magdalena Biesialska, Henryk Rybinski

In natural language the intended meaning of a word or phrase is often implicit and depends on the context.

Sentiment Analysis