@InProceedings{dingwall-potts:2018:N18-2,
  author    = {Dingwall, Nicholas  and  Potts, Christopher},
  title     = {Mittens: an Extension of GloVe for Learning Domain-Specialized Representations},
  booktitle = {Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers)},
  month     = {June},
  year      = {2018},
  address   = {New Orleans, Louisiana},
  publisher = {Association for Computational Linguistics},
  pages     = {212--217},
  abstract  = {We present a simple extension of the GloVe representation learning model that begins with general-purpose representations and updates them based on data from a specialized domain. We show that the resulting representations can lead to faster learning and better results on a variety of tasks.},
  url       = {http://www.aclweb.org/anthology/N18-2034}
}