NOMLEX seeks not only to describe the allowed complements for a nominalization, but also to relate the nominal complements to the arguments of the corresponding verb.
with Nomlex we can expand the patterns evoked Methods P R F Sentence-level in (Ji and Grishman, 2011) 67.6 53.5 59.7 MaxEnt classifier with local features in (Li et al., 2013) 74.5 59.1 65.9 Joint beam search with local features in (Li et al., 2013) 73.7 59.3 65.7 Joint beam search with local and global features in (Li et al., 2013) 73.7 62.3 67.5 Cross-entity in (Ji and Grishman, 2011) † 72.9 64.3 68.3 AceJet baseline system 65.4 70.6 67.9 AceJet with dependency regularization 68.2 72.8 70.4 Table 1: Performance comparison (%) with the state-of-the-art systems.