We use the performance reported by (Prabhakaran and Rambow, 2014) using SVM as baseline for the Per-Thread formulation (using the same train-dev-test splits) and implemented an SVM baseline for the Grouped formulation (not directly comparable to performance reported by <cite>(Bramsen et al., 2011</cite>; Gilbert, 2012) ).