Zero-Shot Entity Linking by Reading Entity Descriptions https://arxiv.org/pdf/1906.07348.pdf goal is to enable robust transfer to highly specialized domains, and so no metadata or alias tables are assumed. In this setting, entities are only identified by text descriptions, and models must rely strictly on language understanding to resolve the new entities