Personalized Showcases: Generating Multi-Modal Explanations for Recommendations

This repo contains resources for our google restaurants dataset, with images and reviews.

Datasets

We provide the raw data (image_review_all.json), the filtered subset with stronger image-text correlation (filter_all_t.json), and all images (google-images.tar.gz) downloaded from google maps.

The data is available here.

Citation

If you find this repository useful, please cite our paper:

@article{yan2022personalized,
  title={Personalized Showcases: Generating Multi-Modal Explanations for Recommendations},
  author={Yan, An and He, Zhankui and Li, Jiacheng and Zhang, Tianyang and McAuley, Julian},
  journal={arXiv preprint arXiv:2207.00422},
  year={2022}
}