An LLM Agent-Based Complex Semantic Table Annotation Approach

Yilin Geng, Shujing Wang, Chuan Wang +5

The Semantic Table Annotation (STA) task, which includes Column Type Annotation (CTA) and Cell Entity Annotation (CEA), maps table contents to ontology entities and plays important…