Moreover, the Bit-string result (92.6) is the same, i.e., has no statistically significant difference from the BROWN result (92.7), and also from the <cite>Bansal et al. (2014</cite>) SKIP DEP result (92.7). Therefore, the main contribution of these link embeddings is that their significantly simpler, smaller, and faster set of unary features can match the performance of complex, template-based BROWN features (and of the dependency-based word embedding features of <cite>Bansal et al. (2014)</cite> ), and also stack over them.