Cell Entity Annotation

Cell Entity Annotation (CEA) is a subtask in the field of Natural Language Processing that focuses on annotating cells in tables with entities from a knowledge base. The goal of this task is to link each cell to the correct entity in the knowledge base through multi-class classification, thereby achieving precise understanding and semantic enrichment of tabular data. CEA has significant application value in data integration, information retrieval, and knowledge graph construction.