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cs.CL2026
Bulbul: A Dataset for Dialectal Arabic Speech Recognition
Ahmed Ashraf, Aisha Alansari, Fadel Al Abbas +30
Arabic automatic speech recognition (ASR) faces unique challenges due to diglossia, extensive regional dialect variation, and limited speech resources. Existing speech datasets oft…
cs.CL2025
From Human Annotation to Automation: LLM-in-the-Loop Active Learning for Arabic Sentiment Analysis
Dania Refai, Alaa Dalaq, Doaa Dalaq +1
Natural language processing (NLP), particularly sentiment analysis, plays a vital role in areas like marketing, customer service, and social media monitoring by providing insights…