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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

H. Kitagawa

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Open access Jul 2026

PINE: Extracting Correlated Token Pairs for Explainable Entity Matching

A new method, Pair INterpretation for Entity matching (PINE), which takes two records as input, and outputs correlated token pairs as an explanation for an entity-matching decision, demonstrating that the extracted token pairs exhibit strong correlations and serve as interpretable evidence for matching records.

Hironori Mizuguchi, H. Kitagawa · 0 citations

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