On Dataset Transferability in Active Learning for Transformers

Fran Jelenić, Josip Jukić, Nina Drobac +1

Active learning (AL) aims to reduce labeling costs by querying the examples most beneficial for model learning. While the effectiveness of AL for fine-tuning transformer-based pre-…