A potential issue is the proposed model might be sus-ceptible to the sparseness issue.
another line of research treats sentence compression as machine translation, in which tree-based translation models have been developed (Galley and McKeown, 2007;Cohn and Lapata, 2008;Zhu et al., 2010).