For domainadaptation (cross-domain) experiments, we follow <cite>(Phandi et al., 2015)</cite> , picking four pairs of essay prompts, namely, 1→2, 3→4, 5→6 and 7→8, where 1→2 denotes prompt 1 as source domain and prompt Hyper-parameters We use Adagrad for optimization.