AL has been successfully applied to speed up the annotation process for many NLP tasks without sacrificing annotation quality (Engelson and Dagan, 1996; Ngai and Yarowsky, 2000; Hwa, 2001; <cite>Tomanek et al., 2007a)</cite> .