Discovery-Driven Integration of Disjoint Tables via Text
Comprehensive evaluations on real-world benchmarks demonstrate that LOKI consistently outperforms state-of-the-art multi-modal data discovery approaches, and materializes typed integrated tables with 0.982 macro typed-pair precision while being up to 40 times cheaper in LLM API cost than direct prompting.
Md Ataur Rahman, Dimitris Sacharidis, Óscar Romero et al.
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