@InProceedings{ilinykh-zarrie-schlangen:2018:W18-65,
  author    = {Ilinykh, Nikolai  and  Zarrieß, Sina  and  Schlangen, David},
  title     = {The Task Matters: Comparing Image Captioning and Task-Based Dialogical Image Description},
  booktitle = {Proceedings of the 11th International Conference on Natural Language Generation},
  month     = {September},
  year      = {2018},
  address   = {Tilburg University, The Netherlands},
  publisher = {Association for Computational Linguistics},
  pages     = {397--402},
  abstract  = {Image captioning models are typically trained on data that is collected from people who are asked to describe an image, without being given any further task context. As we argue here, this context independence is likely to cause problems for transferring to task settings in which image description is bound by task demands.},
  url       = {http://www.aclweb.org/anthology/W18-6547}
}