Interestingly, the data can be automatically labeled exploiting the MSRP annotation: given a sentence pair from MSRP, we (i) extract the ATF from it and (ii) automatically annotate it as ancillary if the pair is a paraphrase and not ancillary otherwise.
an ATF is considered ancillary only if it is extracted from a paraphrase pair.