We propose an adaptive entity linking approach consisting of two steps ( Figure 1): a general-purpose hybrid module and a domain adaptation module.
an intelligent system that anchors entities from text to existing entities in a knowledge base, namely an entity linking system, could benefit from the structured semantic knowledge describing those entities in the knowledge base.