Journal of King Saud University - Computer and Information Sciences • Vol 35 • No 8
DAQAS: Deep Arabic Question Answering System based on duplicate question detection and machine reading comprehension
August 2023 • Hamza Alami, Abdelkader El Mahdaouy, Abdessamad Benlahbib, Noureddine En-Nahnahi, Ismaïl Berrada, Saïd Ouatik El Alaoui
As of late, various deep learning techniques and methods have shown their superiority to feature-based and shallow learning techniques in the field of open-domain question–answering systems (OpenQAS). However, only a few works adopted these techniques to build Arabic OpenQAS that can extract exact answers from large information sources (e.g., Wikipedia). In addition, no available Arabic OpenQAS integrated a module to identify duplicate questions to accelerate response time and reduce computation cost. In this pape…