4 papers
Arabic Large Language Models for Medical Text Generation
Abdulrahman Allam, Seif Ahmed, Ali Hamdi +1
Efficient hospital management systems (HMS) are critical worldwide to address challenges such as overcrowding, limited resources, and poor availability of urgent health care. Exist…
Few-Shot Prompting for Extractive Quranic QA with Instruction-Tuned LLMs
Mohamed Basem, Islam Oshallah, Ali Hamdi +1
This paper presents two effective approaches for Extractive Question Answering (QA) on the Quran. It addresses challenges related to complex language, unique terminology, and deep…
Cross-Language Approach for Quranic QA
Islam Oshallah, Mohamed Basem, Ali Hamdi +1
Question answering systems face critical limitations in languages with limited resources and scarce data, making the development of robust models especially challenging. The Qurani…
Few-Shot Optimized Framework for Hallucination Detection in Resource-Limited NLP Systems
Baraa Hikal, Ahmed Nasreldin, Ali Hamdi +1
Hallucination detection in text generation remains an ongoing struggle for natural language processing (NLP) systems, frequently resulting in unreliable outputs in applications suc…