@InProceedings{ustalov-EtAl:2018:Short,
  author    = {Ustalov, Dmitry  and  Panchenko, Alexander  and  Kutuzov, Andrey  and  Biemann, Chris  and  Ponzetto, Simone Paolo},
  title     = {Unsupervised Semantic Frame Induction using Triclustering},
  booktitle = {Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)},
  month     = {July},
  year      = {2018},
  address   = {Melbourne, Australia},
  publisher = {Association for Computational Linguistics},
  pages     = {55--62},
  abstract  = {We use dependency triples automatically extracted from a Web-scale corpus to perform unsupervised semantic frame induction. We cast the frame induction problem as a triclustering problem that is a generalization of clustering for triadic data. Our replicable benchmarks demonstrate that the proposed graph-based approach, Triframes, shows state-of-the art results on this task on a FrameNet-derived dataset and performing on par with competitive methods on a verb class clustering task.},
  url       = {http://www.aclweb.org/anthology/P18-2010}
}