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We distribute the texts and features under the CC BY 4.0 license. The MaRVL team does not own the images and we provide access to the images only for (non-commercial) research purposes. You should only use the images under the regulations of their original license(s) and respect the corresponding intellectual property rights. By downloading any of the data, you accept our terms of use and full responsibility for using the dataset. If you believe any of the image(s) we provide has breached your rights please contact us and we will remove the image(s).

@inproceedings{liu-etal-2021-visually,
    title = "Visually Grounded Reasoning across Languages and Cultures",
    author = "Liu, Fangyu  and
      Bugliarello, Emanuele  and
      Ponti, Edoardo Maria  and
      Reddy, Siva  and
      Collier, Nigel  and
      Elliott, Desmond",
    booktitle = "Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.emnlp-main.818",
    pages = "10467--10485"
}

For texts (marvl-*.jsonl) and images (marvl-images.zip), please download from the Dataverse portal (see below). Extracted image features can be download from ERDA.