A facet-based comparison of DeepProbLog, Scallop, and DomiKnowS with efficiency measurements on four toy tasks, identifying challenges for future neurosymbolic frameworks.
A survey on symbolic knowledge distillation of large language models
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Neuro-Symbolic Frameworks: Conceptual Characterization and Empirical Comparative Analysis
A facet-based comparison of DeepProbLog, Scallop, and DomiKnowS with efficiency measurements on four toy tasks, identifying challenges for future neurosymbolic frameworks.