TextVQA-X Dataset

We release the TextVQA-X dataset accompanying the paper "A First Look: Towards Explainable TextVQA Models via Visual and Textual Explanations" published at NAACL 2021 Multimodal AI Workshop.

Paper Links:

• amazon.science
• ACL Anthology
• arXiv

For more Explainable AI work from Amazon, please refer here.

Reference

@inproceedings{nagaraj-rao-etal-2021-first,
    title = "A First Look: Towards Explainable {T}ext{VQA} Models via Visual and Textual Explanations",
    author = "Nagaraj Rao, Varun  and
      Zhen, Xingjian  and
      Hovsepian, Karen  and
      Shen, Mingwei",
    booktitle = "Proceedings of the Third Workshop on Multimodal Artificial Intelligence",
    month = jun,
    year = "2021",
    address = "Mexico City, Mexico",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/2021.maiworkshop-1.4",
    pages = "19--29",
}

Security

See CONTRIBUTING for more information.

License Summary

The documentation is made available under the Creative Commons Attribution-ShareAlike 4.0 International License. See the LICENSE file.

The sample code within this documentation is made available under the MIT-0 license. See the LICENSE-SAMPLECODE file.