ActiveGLAE: A Benchmark for Deep Active Learning with Transformers

Lukas Rauch, Matthias Aßenmacher, Denis Huseljic +3

Deep active learning (DAL) seeks to reduce annotation costs by enabling the model to actively query instance annotations from which it expects to learn the most. Despite extensive…