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The dataset is available at: https://www.mpi-inf.mpg.de/departments/computer-vision-and-machine-learning/research/vision-and-language/visual-turing-challenge/

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@INPROCEEDINGS{malinowski2014nips,
 author = {Malinowski, Mateusz and Fritz, Mario},
 title = {A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input},
 booktitle = {Advances in Neural Information Processing Systems 27},
 editor = {Z. Ghahramani and M. Welling and C. Cortes and N.D. Lawrence and K.Q. Weinberger},
 pages = {1682--1690},
 year = {2014},
 publisher = {Curran Associates, Inc.},
 url = {http://papers.nips.cc/paper/5411-a-multi-world-approach-to-question-answering-about-real-world-scenes-based-on-uncertain-input.pdf}
}
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