<cite>Wang et al. (2015b)</cite> use all AMR concepts and relations that appear in the training set as possible parameters (l c and l r ) if they appear in any sentence containing the same lemma as σ 0 and β. We reduce this to just concepts that have been aligned to the current lemma.