Getting AI to Reason: Using Neuro-Symbolic AI for Knowledge-Based Question Answering

Language is what makes us human. Asking questions is how we learn. Building on the foundations of deep learning and symbolic AI, we have developed technology that can answer complex questions with minimal domain-specific training. Initial results are very encouraging – the system outperforms current state-of-the-art techniques on two prominent datasets with no need for specialized end-to-end training. As this technology matures, it will be possible to use it for better customer support, business intelligence, medical informatics, advanced discovery, and much more.