4 papers
Two-Stage Quranic QA via Ensemble Retrieval and Instruction-Tuned Answer Extraction
Mohamed Basem, Islam Oshallah, Ali Hamdi +2
Quranic Question Answering presents unique challenges due to the linguistic complexity of Classical Arabic and the semantic richness of religious texts. In this paper, we propose a…
RIRO: Reshaping Inputs, Refining Outputs Unlocking the Potential of Large Language Models in Data-Scarce Contexts
Ali Hamdi, Hozaifa Kassab, Mohamed Bahaa +1
Large language models (LLMs) have significantly advanced natural language processing, excelling in areas like text generation, summarization, and question-answering. Despite their…
MMIS: Multimodal Dataset for Interior Scene Visual Generation and Recognition
Hozaifa Kassab, Ahmed Mahmoud, Mohamed Bahaa +2
We introduce MMIS, a novel dataset designed to advance MultiModal Interior Scene generation and recognition. MMIS consists of nearly 160,000 images. Each image within the dataset i…
GCF: Graph Convolutional Networks for Facial Expression Recognition
Hozaifa Kassab, Mohamed Bahaa, Ali Hamdi
Facial Expression Recognition (FER) is vital for understanding interpersonal communication. However, existing classification methods often face challenges such as vulnerability to…