Papers by Mo El-Haj
LENS: Learning Entities from Narratives of Skin Cancer (2025.coling-demos)
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| Challenge: | Learning entities from narratives of skin cancer (LENS) is an automatic entity recognition system built on colloquial writings from skin cancer-related forums. |
| Approach: | They propose to use reddit forums to create an automatic entity recognition system that can be used to predict skin cancer outcomes. |
| Outcome: | LENS achieves an overall entity-level F1 score of 0.561 . other notable results include “CANC_T” (0.747), “STG” (0.888), “POB” (0.914), “GENDER” (0.750), “A/G” (00.646), “EMO” (0.619), and “MHD” (0.503). |