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Expert Systems, Volume 43, Issue 2, February 2026.ABSTRACT Negative transfer continues to limit the benefits of multi‐task learning (MTL) in harmful language detection, where related tasks must share representations without diluting task‐specific nuances. We introduce task awareness (TA), a methodological framework that explicitly conditions MTL models on the task they must solve.
Angel Felipe Magnossão de Paula +3 more
wiley +1 more source
IADD: An integrated Arabic dialect identification dataset. [PDF]
Data Brief, 2022 Zahir J.
europepmc +1 more source
The influence of foreign languages on the Algerian dialect of the Arabic language [PDF]
Reči (Beograd)Arabic as one of the most important languages of civilization had its expansion after the emergence of Islam when it spread from its homeland, the Arabian Peninsula to the vast territory of the Levant, Mesopotamia, Egypt, Sudan and the Maghreb.
Jovičić Stefan S.
doaj +1 more source
Pre-pausal devoicing and glottalisation in varieties of the south-western Arabian peninsula [PDF]
, 2007 A wide range of modern Arabic dialects exhibit devoicing in pre-pausal (utterance-final) position. These include Cairene [20], Gulf Arabic, San’ani [8], [18], Manaxah [19], Central Highland Yemeni dialects [1], Rijal Alma‘ (Asiri p.c.), Central Sudanese (
Asiri, Y, Watson, JCE
core
The More Things Change: A Learner's Perspective on Learning Another Arabic Dialect [PDF]
Journal of the National Council of Less Commonly Taught Languages, 2010 This study considers the process of learning another Arabic dialect from a learner’s point of view. It is based on a language learning journal written during the study of Maltese in the summer of 2009.
Elizabeth M. Bergman
doaj
Narrow Convolutional Neural Network for Arabic Dialects Polarity Classification
IEEE Access, 2019 The complexities and tangles of Arabic dialect in orthography and morphology typically make the sentimental analysis quite challenging. Moreover, most of the classification approaches have addressed this problem based on hand-crafted features.
Muath Alali +4 more
doaj +1 more source
Hate speech detection with ADHAR: a multi-dialectal hate speech corpus in Arabic
Frontiers in Artificial IntelligenceHate speech detection in Arabic poses a complex challenge due to the dialectal diversity across the Arab world. Most existing hate speech datasets for Arabic cover only one dialect or one hate speech category.
Anis Charfi +4 more
doaj +1 more source
A linguistic analysis of MTG a spoken dialect of Arabic [PDF]
Annales du Patrimoine, 2006 Souad Hamerlain, A linguistic analysis of MTG a spoken dialect of ...
Souad Hamerlain
doaj
Rooting language in Arabic dialect Alkhozstanah
مجلة كلية التربية للبنات, 2019 This study Arabic dialect prevailing in the province of Khuzestan [southwest Islamic Republic of Iran] as one of the Arabic dialects abundant qualities and characteristics of linguistic entrenched in the foot, which includes among Tithe thousands ...
عاطي عبيات .
doaj
Advancing arabic dialect detection with hybrid stacked transformer models. [PDF]
Front Hum NeurosciSaleh H +6 more
europepmc +1 more source