Leveraging Static Knowledge Resources for Question Answering, Common Sense Reasoning, and Natural Language Inference

Most techniques that involve utilizing general knowledge for tasks such as answering questions (Mihaylov et al., 2018), reasoning based on common sense (Lin et al., 2019), or determining natural language inferences (Kapanipathi et al., 2020) tend to rely on pathways extracted from unchanging knowledge repositories.