Papers by Daichi Haraguchi
Discovering Highly Influential Shortcut Reasoning: An Automated Template-Free Approach (2023.findings-emnlp)
Copied to clipboard
| Challenge: | Shortcut reasoning is an irrational process of inference, which degrades the robustness of an NLP model. |
| Approach: | They propose a method to quantify the severity of shortcut reasoning by leveraging out-of-distribution data. |
| Outcome: | The proposed method quantifies the severity of the discovered shortcut reasoning using out-of-distribution data. |