Scallop: From Probabilistic Deductive Databases to Scalable Differentiable Reasoning
Jiani Huang, Ziyang Li, Binghong Chen, Karan Samel, Mayur Naik, Le Song, Xujie Si
2021Neural Information Processing Systems17 citations
Topics & Concepts
Computer scienceProbabilistic logicScalabilityDeductive reasoningDeductive databaseDatabaseProgramming languageNatural language processingArtificial intelligenceData miningInformation retrievalAdvanced Database Systems and QueriesLogic, Reasoning, and KnowledgeSemantic Web and Ontologies