To Find Waldo You Need Contextual Cues: Debiasing Who’s Waldo

This is the official repository for "To Find Waldo You Need Contextual Cues: Debiasing Who’s Waldo".

• Yiran Luo, Pratyay Banerjee, Tejas Gokhale, Yezhou Yang, Chitta Baral .
• ACL 2022 (Short Paper)

Prerequisites

1. Follow the instructions from the original Who's Waldo work and acquire the original dataset as well as the source code.

2. To generate the needed bottom-up image features, you may either use the original repo or the pytorch re-implementation up to your discretion.

3. In order to train/test with our splits, simply replace ./dataset_meta/ in the original source code repo with ours, and rerun the data preprocessing steps. We also provide a customizeable training config file config/train-whos-waldo-new-finetune.json for convenience.

License

MIT

Citation

@inproceedings{luo-etal-2022-find,
    title = "To Find Waldo You Need Contextual Cues: Debiasing Who{'}s Waldo",
    author = "Luo, Yiran and Banerjee, Pratyay and Gokhale, Tejas and Yang, Yezhou and Baral, Chitta",
    booktitle = "Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)",
    month = may,
    year = "2022",
    url = "https://aclanthology.org/2022.acl-short.39",
    pages = "355--361",
}