A careful selection of pairs to annotate is required since there are too many pairs for a comprehensive labeling, and sampling at random would rarely yield a pair such that the claim is mentioned in the sentence.
we limited annotation to claims which were labeled as mentioned explicitly (and assumed all iDebate claims to be so), and paired them only with sentences which are somewhat similar to them (based on word2vec, Mikolov et al., 2013).