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News/DeepSWIP: Quotient-WMC Counterfactuals for Neural Probabilistic Logic Programs
arxiv
PublishedJune 20, 2026 at 4:00 AM
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DeepSWIP: Quotient-WMC Counterfactuals for Neural Probabilistic Logic Programs

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arXiv:2606.20526v1 Announce Type: new Abstract: Neurosymbolic systems such as DeepProbLog combine neural perception with probabilistic logic, but standard inference is associational. Counterfactual reasoning additionally requires a causal semantics for interventions and evidence. We introduce DeepSW

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