Indeed, there is no existing annotated corpus of paired sentences that could be used to train a supervised model.
we take an unsupervised 3 approach using dependency trees, lemmata, part-of-speech (POS) tags, and morpho-syntactic tags from Universal Dependencies corpora (UD; Nivre et al., 2018).