Reassessing Active Learning Adoption in Contemporary NLP: A Community Survey

Julia Romberg, Christopher Schröder, Julius Gonsior +2

Supervised learning relies on data annotation which usually is time-consuming and therefore expensive. A longstanding strategy to reduce annotation costs is active learning, an ite…