Overview of the Hate Speech Detection in Turkish and Arabic Tweets (HSD-2Lang) Shared Task at CASE 2024

Gökçe Uludoğan, Somaiyeh Dehghan, Inanc Arin, Elif Erol, Berrin Yanikoglu, Arzucan Özgür


Abstract
This paper offers an overview of Hate Speech Detection in Turkish and Arabic Tweets (HSD-2Lang) Shared Task at CASE workshop to be held jointly with EACL 2024. The task was divided into two subtasks: Subtask A, targeting hate speech detection in various Turkish contexts, and Subtask B, addressing hate speech detection in Arabic with limited data. The shared task attracted significant attention with 33 teams that registered and 10 teams that participated in at least one task. In this paper, we provide the details of the tasks and the approaches adopted by the participant along with an analysis of the results obtained from this shared task.
Anthology ID:
2024.case-1.32
Volume:
Proceedings of the 7th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2024)
Month:
March
Year:
2024
Address:
St. Julians, Malta
Editors:
Ali Hürriyetoğlu, Hristo Tanev, Surendrabikram Thapa, Gökçe Uludoğan
Venues:
CASE | WS
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
229–233
Language:
URL:
https://aclanthology.org/2024.case-1.32
DOI:
Bibkey:
Cite (ACL):
Gökçe Uludoğan, Somaiyeh Dehghan, Inanc Arin, Elif Erol, Berrin Yanikoglu, and Arzucan Özgür. 2024. Overview of the Hate Speech Detection in Turkish and Arabic Tweets (HSD-2Lang) Shared Task at CASE 2024. In Proceedings of the 7th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2024), pages 229–233, St. Julians, Malta. Association for Computational Linguistics.
Cite (Informal):
Overview of the Hate Speech Detection in Turkish and Arabic Tweets (HSD-2Lang) Shared Task at CASE 2024 (Uludoğan et al., CASE-WS 2024)
Copy Citation:
PDF:
https://aclanthology.org/2024.case-1.32.pdf
Supplementary material:
 2024.case-1.32.SupplementaryMaterial.txt
Video:
 https://aclanthology.org/2024.case-1.32.mp4