Before revision:  We conduct an empirical study comparing the model learning outcome, human feedback content and the annotator experience with XAL, to that of traditional AL and coactive learning (providing the model's prediction without the explanation).
After revision:  We conduct an empirical study comparing the model learning outcome, human feedback content and experience with XAL, to that of traditional AL and coactive learning (providing the model's prediction without the explanation).