For each edge variable y ij in the model, there is a corresponding factor E ij (small blue squares in Figure 2) that depends only on y ij .
currently available taxonomies such as WordNet are incomplete in coverage (Pennacchiotti and Hovy et al., 2009), unavailable in many domains and languages, and time-intensive to create or extend manually.