Papers by Corina Heri
VECHR: A Dataset for Explainable and Robust Classification of Vulnerability Type in the European Court of Human Rights (2023.emnlp-main)
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| Challenge: | Existing work on the concept of vulnerability at the European Court of Human Rights (ECtHR) has focused on classification and analysis of textual data. |
| Approach: | They propose to use an expert-annotated multi-label dataset to assess vulnerability in court cases. |
| Outcome: | The proposed model performs poorly on out-of-domain data and shows that it is robust. |