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Integrating Logic, Probability and Neuro-Symbolic Reasoning using Probabilistic Soft Logic

An overview of work on probabilistic soft logic (PSL), an SRL framework for large-scale collective, probabilistic reasoning in relational domains and a description of recent work which integrates neural and symbolic (NeSy) reasoning.