@InProceedings{merkhofer-EtAl:2018:S18-1,
  author    = {Merkhofer, Elizabeth  and  Henderson, John  and  Bloom, David  and  Strickhart, Laura  and  Zarrella, Guido},
  title     = {MITRE at SemEval-2018 Task 11: Commonsense Reasoning without Commonsense Knowledge},
  booktitle = {Proceedings of The 12th International Workshop on Semantic Evaluation},
  month     = {June},
  year      = {2018},
  address   = {New Orleans, Louisiana},
  publisher = {Association for Computational Linguistics},
  pages     = {1078--1082},
  abstract  = {This paper describes MITRE's participation in SemEval-2018 Task 11: Machine Comprehension using Commonsense Knowledge. The techniques explored range from simple bag-of-ngrams classifiers to neural architectures with varied attention and alignment mechanisms. Logistic regression ties the systems together into an ensemble submitted for evaluation. The resulting system answers reading comprehension questions with 82.27% accuracy.},
  url       = {http://www.aclweb.org/anthology/S18-1181}
}