We introduce Landmark Explanation, a framework that extends the capabilities of a post-hoc perturbationbased explainer to the EM scenario. Landmark Explanation leverages on the specific schema typically adopted by the EM datasets, representing pairs of entity descriptions, for generating word-based explanations that effectively describe the matching model.
Landmark Explanation: A Tool for Entity Matching / Baraldi, A.; Del Buono, F.; Paganelli, M.; Guerra, F.. - 3194:(2022), pp. 69-76. ( 30th Italian Symposium on Advanced Database Systems, SEBD 2022 Grand Hotel Continental, ita 2022).
Landmark Explanation: A Tool for Entity Matching
Baraldi A.;Del Buono F.;Paganelli M.;Guerra F.
2022
Abstract
We introduce Landmark Explanation, a framework that extends the capabilities of a post-hoc perturbationbased explainer to the EM scenario. Landmark Explanation leverages on the specific schema typically adopted by the EM datasets, representing pairs of entity descriptions, for generating word-based explanations that effectively describe the matching model.
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Landmark Explanation - a Tool for Entity Matching.pdf
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