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The Fourth Italian Conference on Computational Linguistics (CLiC-it 2017) took place in Rome, in December 2017. As in previous editions, it served as the prime forum in Italy for discussing research in computational linguistics and Natural Language Processing. As General Chairs, we offer a retrospective over the conference, highlighting its international flavour and its attention to students and young researchers, with a particular focus on the innovations that were introduced at the 2017 edition.