NEXT: A System for Real-World Development, Evaluation, and Application of Active Learning
The study examines a machine learning system, called NEXT, which provides a unique platform for real-world, reproducible active learning research. This paper details the challenges of building the system and demonstrates its capabilities with several experiments.