Unfortunately, this feature set includes the human-annotated (gold-standard) information on entity and mention types which is often missing or noisy in reality<cite> (Plank and Moschitti, 2013)</cite> . Therefore, following the settings of<cite> Plank and Moschitti (2013)</cite> , we will only assume entity boundaries and not rely on the gold standard information in the experiments.