Mohamed Samir

Knowledge-based question answering using graph neural networks and contextual language representations

2026 · Scientific Reports

This work introduces a novel question answering (QA) framework that integrates commonsense knowledge from ConceptNet with deep contextual embeddings from BERT using a graph neural network for structured reasoning. For each question-answer pair, the system …