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Faithful Rule Extraction for Differentiable Rule Learning Models
2024-01-16
· ICLR 2024 poster ·
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Findings
IC-1341
DRUM's standard datalog rule extraction is fundamentally incomplete because its predictions depend on counting distinct rule-body matches