@InProceedings{gooding-kochmar:2018:W18-05,
  author    = {Gooding, Sian  and  Kochmar, Ekaterina},
  title     = {CAMB at CWI Shared Task 2018: Complex Word Identification with Ensemble-Based Voting},
  booktitle = {Proceedings of the Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications},
  month     = {June},
  year      = {2018},
  address   = {New Orleans, Louisiana},
  publisher = {Association for Computational Linguistics},
  pages     = {184--194},
  abstract  = {This paper presents the winning systems we submitted to the Complex Word Identifica- tion Shared Task 2018. We describe our best performing systems’ implementations and discuss our key findings from this research. Our best-performing systems achieve an F1 score of 0.8792 on the NEWS, 0.8430 on the WIKINEWS and 0.8115 on the WIKIPEDIA test sets in the monolingual English binary classification track, and a mean absolute error of 0.0558 on the NEWS, 0.0674 on the WIKINEWS and 0.0739 on the WIKIPEDIA test sets in the probabilistic track.},
  url       = {http://www.aclweb.org/anthology/W18-0520}
}