Results on 147 Switchboard dialogues demonstrated the effectiveness of these features: we obtained a significant improvement of 8.1% in accuracy over a information-status classifier trained on Nissim's feature set.
there is only one feature that captures the syntactic context of an NP, grammatical role, which is computed based on the parse tree in which the NP resides.