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Salmane Chafik

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#artificial intelligence Review Oct 2026

DialectSentEval 2026: Arabic Dialect Sentiment Analysis and Swapping Shared Task

Sentiment analysis is a fundamental problem in Natural Language Processing (NLP). Standard sentiment classification for the Arabic language remains challenging due to the high volume of dialectal Arabic. To advance research in this area, this paper proposes the Shared Task on Sentiment Analysis and Swapping in Arabic D...

Saad Ezzini, Shadi Abudalfa, Maram Alharbi et al. · 0 citations
Preprint Aug 2026

Bulbul: A Dataset for Dialectal Arabic Speech Recognition

BUL, a multi-dialect Arabic ASR dataset collected from 275 speakers in 11 Arab countries, includes structured dialect and sub-dialect coverage, as well as recordings of classical Arabic and modern standard Arabic spoken by participants in their native dialectal accents to support accent-aware modeling.

Ahmed Ashraf, Aisha Alansari, Fadel Al Abbas et al. · 1 citation

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