An Analysis of Active Learning Algorithms using Real-World Crowd-sourced Text Annotations

Varun Totakura, Ankita Singh, Yushun Dong +1

Active learning algorithms automatically identify the most informative samples from large amounts of unlabeled data and tremendously reduce human annotation effort in inducing a ma…