A domain-and-type-filtered LLM pipeline reaches competitive Column Property Annotation scores on SemTab 2023 SOTAB without fine-tuning, while co-appearance-based filtering consistently hurts accuracy.
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Relationship Detection on Tabular Data Using Statistical Analysis and Large Language Models
A domain-and-type-filtered LLM pipeline reaches competitive Column Property Annotation scores on SemTab 2023 SOTAB without fine-tuning, while co-appearance-based filtering consistently hurts accuracy.