Browsing Actas, Jornadas y Congresos by Subject "Active learning"
Now showing items 1-2 of 2
-
Combining semi-supervised and active learning to recognize minority senses in a new corpus
(2015)In this paper we study the impact of combining active learning with bootstrapping to grow a small annotated corpus from a different, unannotated corpus. The intuition underlying our approach is that bootstrapping includes ... -
Reversing uncertainty sampling to improve active learning schemes
(2015)Active learning provides promising methods to optimize the cost of manually annotating a dataset. However, practitioners in many areas do not massively resort to such methods because they present technical difficulties and ...