WojoodNER 2023: The First Arabic Named Entity Recognition Shared Task

no code implementations • 24 Oct 2023 • Mustafa Jarrar, Muhammad Abdul-Mageed, Mohammed Khalilia, Bashar Talafha, AbdelRahim Elmadany, Nagham Hamad, Alaa' Omar

The winning teams achieved F1 scores of 91. 96 and 93. 73 in FlatNER and NestedNER, respectively.

named-entity-recognition Named Entity Recognition +1

Offensive Hebrew Corpus and Detection using BERT

1 code implementation • 6 Sep 2023 • Nagham Hamad, Mustafa Jarrar, Mohammad Khalilia, Nadim Nashif

Fine-tuning AlephBERT on our data and testing on D_OLaH yields 69% accuracy, while fine-tuning on D_OLaH and testing on our data yields 57% accuracy, which may be an indication to the generalizability our data offers.