4 papers
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…
Spatio-Semantic Expert Routing Architecture with Mixture-of-Experts for Referring Image Segmentation
Alaa Dalaq, Muzammil Behzad
Referring image segmentation aims to produce a pixel-level mask for the image region described by a natural-language expression. Although pretrained vision-language models have imp…
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…
Deformable Attentive Visual Enhancement for Referring Segmentation Using Vision-Language Model
Alaa Dalaq, Muzammil Behzad
Image segmentation is a fundamental task in computer vision, aimed at partitioning an image into semantically meaningful regions. Referring image segmentation extends this task by…