Papers by Bartlomiej Papiez
Fool Me Once? Contrasting Textual and Visual Explanations in a Clinical Decision-Support Setting (2024.emnlp-main)
Copied to clipboard
Maxime Kayser, Bayar Menzat, Cornelius Emde, Bogdan Bercean, Alex Novak, Abdalá Morgado, Bartlomiej Papiez, Susanne Gaube, Thomas Lukasiewicz, Oana-Maria Camburu
| Challenge: | XAI models are being used in safety-critical domains, but their use is limited due to their limited transparency and insufficient model robustness. |
| Approach: | They evaluated visual, natural language and a combination of both modalities to examine how users use them. |
| Outcome: | The proposed model is more robust and transparent than previous models. |