Browsing Ponencias 2015 by Author "Teruel, Milagro"

Now showing items 1-2 of 2

    • Combining semi-supervised and active learning to recognize minority senses in a new corpus 

      Cardellino, Cristian Adrián; Teruel, Milagro; Alonso i Alemany, Laura (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 

      Cardellino, Cristian Adrián; Teruel, Milagro; Alonso i Alemany, Laura (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 ...