First, rather than relying on the symbolic and concrete forms (i.e words, types etc) to construct features as the traditional feature-based systems (Ji and Grishman, 2008;<cite> Li et al., 2013b)</cite> do, CNNs automatically induce their features from word embeddings, the general distributed representation of words that is shared across domains.