dataset cartography
Visualize datasets with respect to models.

SNLI data map with respect to a RoBERTa model.
Check out Elior Cohen’s wonderful blogpost about our paper.
Cite our paper:
@inproceedings{swayamdipta2020dataset,
title={Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics},
author={Swabha Swayamdipta and Roy Schwartz and Nicholas Lourie and Yizhong Wang and Hannaneh Hajishirzi and Noah A. Smith and Yejin Choi},
year={2020},
url={https://arxiv.org/abs/2009.10795},
booktitle={EMNLP}
}