Towards Explainable Artificial Intelligence
I will give an overview of my current research (and larger research vision) towards explainable artificial intelligence, which is in the intersection of deep learning and knowledge-based systems. It includes commonsense reasoning and explanations in deep-learning-based natural language processing, deep-learning-based approaches to structured data extraction from unstructured sources (such as natural language text, photos, and videos), and deep-learning-based approaches to explainable question answering and analytics. I will also cover some of the applications in medicine and law that I am currently working on.
04.12.2019 | 16:00 - 17:15