Previous work in this task has been done over three schemes of evaluation: top-level 4-way classification (Pitler et al., 2009 ), second-level 11-way classification (Lin et al., 2009;<cite> Ji and Eisenstein, 2015)</cite> , and modified second-level classification introduced in the CoNLL 2015 Shared Task .