As far as the above results are concerned, we infer that (i) the domain of the BabelNet dictionary might have a sig-nificant difference compared to that of the initial training data; and (ii) the entries need to be further cleaned up to obtain more domain-related data.
we propose to use domain-adaptation strategies to verify the contribution of BabelNet as described in the next section.