Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing. Dynamically Fused Graph Network for Multi-hop Reasoning. Machine Learning Classification Informed by a Functional Biophysical System. Learning Feature-to-Feature Translator by Alternating Back-Propagation for Generative Zero-Shot Learning. Addressing Failure Predicti …