Retrieve-and-Verify: A Table Context Selection Framework for Accurate Column Annotations

Zhihao Ding, Yongkang Sun, Jieming Shi

Tables are a prevalent format for structured data, yet their metadata, such as semantic types and column relationships, is often incomplete or ambiguous. Column annotation tasks, i…