Papers by Salomé Andres
Adverse Event Extraction from Discharge Summaries: A New Dataset, Annotation Scheme, and Initial Findings (2025.acl-long)
Copied to clipboard
Imane Guellil, Salomé Andres, Atul Anand, Bruce Guthrie, Huayu Zhang, Abul Hasan, Honghan Wu, Beatrice Alex
| Challenge: | Existing resources for AE extraction are limited due to complexity, variability, and ambiguity of clinical narratives. |
| Approach: | They present a manually annotated corpus for Adverse Event (AE) extraction from discharge summaries of elderly patients. |
| Outcome: | The proposed model performs well on coarse-grained extraction, but drops notably for rare events and complex attributes. |