most citedGraph Neural Network Approach to Semantic Type Detection in Tables

2 citations · 2 across the 1 of their papers we have counts for

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cs.LG2026

ZTab: Domain-based Zero-shot Annotation for Table Columns

Ehsan Hoseinzade, Ke Wang

This study addresses the challenge of automatically detecting semantic column types in relational tables, a key task in many real-world applications. Zero-shot modeling eliminates…

cs.LG2024★ 2 cited

Graph Neural Network Approach to Semantic Type Detection in Tables

Ehsan Hoseinzade, Ke Wang

This study addresses the challenge of detecting semantic column types in relational tables, a key task in many real-world applications. While language models like BERT have improve…