@InProceedings{wang-roller-erk:2017:I17-1,
  author    = {Wang, Su  and  Roller, Stephen  and  Erk, Katrin},
  title     = {Distributional Modeling on a Diet: One-shot Word Learning from Text Only},
  booktitle = {Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 1: Long Papers)},
  month     = {November},
  year      = {2017},
  address   = {Taipei, Taiwan},
  publisher = {Asian Federation of Natural Language Processing},
  pages     = {204--213},
  abstract  = {We test whether distributional models can do one-shot learning of definitional
	properties from text only. Using Bayesian models, we find that first learning
	overarching structure in the known data, regularities in textual contexts and
	in properties, helps one-shot learning, and that individual context items can
	be highly informative.},
  url       = {http://www.aclweb.org/anthology/I17-1021}
}