Previous work on bridging anaphora resolution (Poesio et al., 2004;<cite> Hou et al., 2013b)</cite> use syntactic preposition patterns to calculate word relatedness. However, such patterns only consider NPs' head nouns and hence do not fully capture the semantics of NPs.