Second, and more importantly, separated models means less feature confusion: in <cite>Iida et al. (2011)</cite> (Section 5.2) , the authors give a comparison of the most informative features for each model; task and gaze features were prominent for the pronoun model, whereas gaze and language features were prominent for the non-pronoun model.