2023 AAAI Tutorial: Advances in Neuro Symbolic Reasoning – Lab V2

This resource page will be updated periodically prior to the event. Over the past five years, the community has made significant advances in neuro symbolic reasoning (NSR). These NSR frameworks are now capable of embedding prior knowledge in deep learning architectures, guiding the learning process with logical constraints, providing symbolic explainability, and using gradient-based approaches to learn logical statements. At this time, several approaches are seeing usage in various application areas. This tutorial is designed for researchers looking to understand the current landscape of NSR research as well as those looking to apply NSR research in areas such as natural language processing and verification.