KSAA-RD Shared Task: Arabic Reverse Dictionary

Rawan Al-Matham, Waad Alshammari, Abdulrahman AlOsaimy, Sarah Alhumoud, Asma Wazrah, Afrah Altamimi, Halah Alharbi, Abdullah Alaifi

Abstract
This paper outlines the KSAA-RD shared task, which aims to develop a Reverse Dictionary (RD) system for the Arabic language. RDs allow users to find words based on their meanings or definition. This shared task, KSAA-RD, includes two subtasks: Arabic RD and cross-lingual reverse dictionaries (CLRD). Given a definition (referred to as a “gloss”) in either Arabic or English, the teams compete to find the most similar word embeddings of their corresponding word. The winning team achieved 24.20 and 12.70 for RD and CLRD, respectively in terms of rank metric. In this paper, we describe the methods employed by the participating teams and offer an outlook for KSAA-RD.
Anthology ID:
2023.arabicnlp-1.39
Volume:
Proceedings of ArabicNLP 2023
Month:
December
Year:
2023
Address:
Singapore (Hybrid)
Editors:
Hassan Sawaf, Samhaa El-Beltagy, Wajdi Zaghouani, Walid Magdy, Ahmed Abdelali, Nadi Tomeh, Ibrahim Abu Farha, Nizar Habash, Salam Khalifa, Amr Keleg, Hatem Haddad, Imed Zitouni, Khalil Mrini, Rawan Almatham
Venues:
ArabicNLP | WS
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
450–460
Language:
URL:
https://aclanthology.org/2023.arabicnlp-1.39
DOI:
10.18653/v1/2023.arabicnlp-1.39
Bibkey:
Cite (ACL):
Rawan Al-Matham, Waad Alshammari, Abdulrahman AlOsaimy, Sarah Alhumoud, Asma Wazrah, Afrah Altamimi, Halah Alharbi, and Abdullah Alaifi. 2023. KSAA-RD Shared Task: Arabic Reverse Dictionary. In Proceedings of ArabicNLP 2023, pages 450–460, Singapore (Hybrid). Association for Computational Linguistics.
Cite (Informal):
KSAA-RD Shared Task: Arabic Reverse Dictionary (Al-Matham et al., ArabicNLP-WS 2023)
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PDF:
https://preview.aclanthology.org/nschneid-patch-5/2023.arabicnlp-1.39.pdf
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