@InProceedings{napoles-callisonburch:2017:BEA,
  author    = {Napoles, Courtney  and  Callison-Burch, Chris},
  title     = {Systematically Adapting Machine Translation for Grammatical Error Correction},
  booktitle = {Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications},
  month     = {September},
  year      = {2017},
  address   = {Copenhagen, Denmark},
  publisher = {Association for Computational Linguistics},
  pages     = {345--356},
  abstract  = {n this work we adapt machine translation (MT) to grammatical error correction,
	identifying how components of the statistical MT pipeline can be modified for
	this task and analyzing how each modification impacts system performance. We
	evaluate the contribution of each of these components with standard evaluation
	metrics and automatically characterize the morphological and lexical
	transformations made in system output. Our model rivals the current state of
	the art using a fraction of the training data.},
  url       = {http://www.aclweb.org/anthology/W17-5039}
}