1 citations · 1 across the 4 of their papers we have counts for
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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…
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…
Data Augmentation using Transformers and Similarity Measures for Improving Arabic Text Classification
Dania Refai, Saleh Abo-Soud, Mohammad Abdel-Rahman
The performance of learning models heavily relies on the availability and adequacy of training data. To address the dataset adequacy issue, researchers have extensively explored da…