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cs.CL2023
ArBanking77: Intent Detection Neural Model and a New Dataset in Modern and Dialectical Arabic
Mustafa Jarrar, Ahmet Birim, Mohammed Khalilia +2
This paper presents the ArBanking77, a large Arabic dataset for intent detection in the banking domain. Our dataset was arabized and localized from the original English Banking77 d…
cs.CL2023★ 6 cited
A Benchmark and Scoring Algorithm for Enriching Arabic Synonyms
Sana Ghanem, Mustafa Jarrar, Radi Jarrar +1
This paper addresses the task of extending a given synset with additional synonyms taking into account synonymy strength as a fuzzy value. Given a mono/multilingual synset and a th…
cs.CL2022
Wojood: Nested Arabic Named Entity Corpus and Recognition using BERT
Mustafa Jarrar, Mohammed Khalilia, Sana Ghanem
This paper presents Wojood, a corpus for Arabic nested Named Entity Recognition (NER). Nested entities occur when one entity mention is embedded inside another entity mention. Wojo…