WojoodNER 2023: The First Arabic Named Entity Recognition Shared Task
Mustafa Jarrar Muhammad Abdul-Mageed Mohammed Khalilia Bashar Talafha AbdelRahim Elmadany Nagham Hamad Alaa' Omar
We present WojoodNER-2023, the first Arabic Named Entity Recognition (NER)
Shared Task. The primary focus of WojoodNER-2023 is on Arabic NER, offering
novel NER datasets (i.e., Wojood) and the definition of subtasks designed to
facilitate meaningful comparisons between different NER approaches.
WojoodNER-2023 encompassed two Subtasks: FlatNER and NestedNER. A total of 45
unique teams registered for this shared task, with 11 of them actively
participating in the test phase. Specifically, 11 teams participated in
FlatNER, while $8$ teams tackled NestedNER. The winning teams achieved F1
scores of 91.96 and 93.73 in FlatNER and NestedNER, respectively.