24 citations · 73 across the 12 of their papers we have counts for
12 papers
HIVE: Query, Hypothesize, Verify An LLM Framework for Multimodal Reasoning-Intensive Retrieval
Mahmoud Abdalla, Mahmoud SalahEldin Kasem, Mohamed Mahmoud +3
Multimodal retrieval models fail on reasoning-intensive queries where images (diagrams, charts, screenshots) must be deeply integrated with text to identify relevant documents -- t…
BRIDGE: Multimodal-to-Text Retrieval via Reinforcement-Learned Query Alignment
Mohamed Darwish Mounis, Mohamed Mahmoud, Shaimaa Sedek +4
Multimodal retrieval systems struggle to resolve image-text queries against text-only corpora: the best vision-language encoder achieves only 27.6 nDCG@10 on MM-BRIGHT, underperfor…
MARVEL: Multimodal Adaptive Reasoning-intensiVe Expand-rerank and retrievaL
Mahmoud SalahEldin Kasem, Mohamed Mahmoud, Mostafa Farouk Senussi +3
Multimodal retrieval over text corpora remains a fundamental challenge: the best vision-language encoder achieves only 27.6 nDCG@10 on MM-BRIGHT, a reasoning-intensive multimodal r…
MM-BRIGHT: A Multi-Task Multimodal Benchmark for Reasoning-Intensive Retrieval
Abdelrahman Abdallah, Mohamed Darwish Mounis, Mahmoud Abdalla +6
Existing retrieval benchmarks primarily consist of text-based queries where keyword or semantic matching is usually sufficient. Many real-world queries contain multimodal elements,…
ReceiptSense: Beyond Traditional OCR -- A Dataset for Receipt Understanding
Abdelrahman Abdallah, Mohamed Mounis, Mahmoud Abdalla +6
Multilingual OCR and information extraction from receipts remains challenging, particularly for complex scripts like Arabic. We introduce \dataset, a comprehensive dataset designed…
A Comprehensive Survey of Masked Faces: Recognition, Detection, and Unmasking
Mohamed Mahmoud, Mahmoud SalahEldin Kasem, Hyun-Soo Kang
Masked face recognition (MFR) has emerged as a critical domain in biometric identification, especially by the global COVID-19 pandemic, which introduced widespread face masks. This…
ArabicaQA: A Comprehensive Dataset for Arabic Question Answering
Abdelrahman Abdallah, Mahmoud Kasem, Mahmoud Abdalla +4
In this paper, we address the significant gap in Arabic natural language processing (NLP) resources by introducing ArabicaQA, the first large-scale dataset for machine reading comp…
Advancements and Challenges in Arabic Optical Character Recognition: A Comprehensive Survey
Mahmoud SalahEldin Kasem, Mohamed Mahmoud, Hyun-Soo Kang
Optical character recognition (OCR) is a vital process that involves the extraction of handwritten or printed text from scanned or printed images, converting it into a format that…
Customer Profiling, Segmentation, and Sales Prediction using AI in Direct Marketing
Mahmoud SalahEldin Kasem, Mohamed Hamada, Islam Taj-Eddin
In an increasingly customer-centric business environment, effective communication between marketing and senior management is crucial for success. With the rise of globalization and…
Deep learning for table detection and structure recognition: A survey
Mahmoud Kasem, Abdelrahman Abdallah, Alexander Berendeyev +6
Tables are everywhere, from scientific journals, papers, websites, and newspapers all the way to items we buy at the supermarket. Detecting them is thus of utmost importance to aut…
KOHTD: Kazakh Offline Handwritten Text Dataset
Nazgul Toiganbayeva, Mahmoud Kasem, Galymzhan Abdimanap +4
Despite the transition to digital information exchange, many documents, such as invoices, taxes, memos and questionnaires, historical data, and answers to exam questions, still req…
Automated Question Answer medical model based on Deep Learning Technology
Abdelrahman Abdallah, Mahmoud Kasem, Mohamed Hamada +1
Artificial intelligence can now provide more solutions for different problems, especially in the medical field. One of those problems the lack of answers to any given medical/healt…