@InProceedings{chersoni-rambelli-santus:2016:CogALex-V,
  author    = {Chersoni, Emmanuele  and  Rambelli, Giulia  and  Santus, Enrico},
  title     = {CogALex-V Shared Task: ROOT18},
  booktitle = {Proceedings of the 5th Workshop on Cognitive Aspects of the Lexicon (CogALex - V)},
  month     = {December},
  year      = {2016},
  address   = {Osaka, Japan},
  publisher = {The COLING 2016 Organizing Committee},
  pages     = {98--103},
  abstract  = {In this paper, we describe ROOT 18, a classifier using the scores of several
	unsupervised distributional measures as features to discriminate between
	semantically related and unrelated words, and then to classify the related
	pairs according to their semantic relation (i.e. synonymy, antonymy, hypernymy,
	part-whole meronymy). Our classifier participated in the CogALex-V Shared Task,
	showing a solid performance on the first subtask, but a poor performance on the
	second subtask. The low scores reported on the second subtask suggest that
	distributional measures are not sufficient to discriminate between multiple
	semantic relations at once.},
  url       = {http://aclweb.org/anthology/W16-5313}
}