Demonstrations must show novel technology and must run online during the conference. Unlike poster presentations or slide shows, interaction with the audience is a critical element. Therefore, the creativity of demonstrators to propose new ways in which interaction and engagement can fully leverage this year’s virtual conference format will be particularly relevant for selection. This session has the following demonstrations:

• Automated Evaluation of GNN Explanations with Neuro Symbolic Reasoning
  
• AIMEE: Interactive model maintenance with rule-based surrogates
  
• AME: Interpretable Almost Exact Matching for Causal Inference
  
• Exploring Conceptual Soundness with TruLens
  
• An Interactive Tool for Computation with Assemblies of Neurons