RelGT-AC adds column masking, unified task head, and TF-IDF encoding to RelGT, outperforming GraphSAGE on regression autocomplete tasks and gaining up to 10 AUROC on text-heavy tasks across RelBench v2 datasets.
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RelGT-AC: A Relational Graph Transformer for Autocomplete Tasks in Relational Databases
RelGT-AC adds column masking, unified task head, and TF-IDF encoding to RelGT, outperforming GraphSAGE on regression autocomplete tasks and gaining up to 10 AUROC on text-heavy tasks across RelBench v2 datasets.