@InProceedings{suhr-EtAl:2017:Short,
  author    = {Suhr, Alane  and  Lewis, Mike  and  Yeh, James  and  Artzi, Yoav},
  title     = {A Corpus of Natural Language for Visual Reasoning},
  booktitle = {Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)},
  month     = {July},
  year      = {2017},
  address   = {Vancouver, Canada},
  publisher = {Association for Computational Linguistics},
  pages     = {217--223},
  abstract  = {We present a new visual reasoning language dataset, containing 92,244 pairs of
	examples of natural statements grounded in synthetic images with 3,962 unique
	sentences. We describe a method of crowdsourcing linguistically-diverse data,
	and present an analysis of our data. The data demonstrates a broad set of
	linguistic phenomena, requiring visual and set-theoretic reasoning. We
	experiment with various models, and show the data presents a strong challenge
	for future research.},
  url       = {http://aclweb.org/anthology/P17-2034}
}