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Inductive logic programming

Papers

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Showing 51–75 of 153 papers

TitleStatusHype
Constraint-driven multi-task learning—0
Differentiable Inductive Logic Programming in High-Dimensional SpaceCode0
A Model-Oriented Approach for Lifting Symmetries in Answer Set Programming—0
Temporal Inductive Logic Reasoning over HypergraphsCode0
Learning logic programs by combining programsCode0
Composition of Relational Features with an Application to Explaining Black-Box PredictorsCode0
Explanatory machine learning for sequential human teachingCode0
Efficient lifting of symmetry breaking constraints for complex combinatorial problemsCode0
Learning First-Order Rules with Differentiable Logic Program Semantics—0
An Interactive Explanatory AI System for Industrial Quality Control—0
Learning logic programs by discovering where not to searchCode0
A Critical Review of Inductive Logic Programming Techniques for Explainable AI—0
Learning Higher-Order Programs without Meta-Interpretive Learning—0
Learning Logic Programs From Noisy Failures—0
Neuro-Symbolic Hierarchical Rule Induction—0
Lifting Symmetry Breaking Constraints with Inductive Logic ProgrammingCode0
Preprocessing in Inductive Logic Programming—0
Logical Boltzmann Machines—0
Ontology-Based Skill Description Learning for Flexible Production Systems—0
A Hybrid Neuro-Symbolic approach for Text-Based Games using Inductive Logic Programming—0
Using Program Synthesis and Inductive Logic Programming to solve Bongard Problems—0
Learning Rules with Stratified Negation in Differentiable ILP.Code0
Explanation as a process: user-centric construction of multi-level and multi-modal explanations—0
On the Complexity of Inductively Learning Guarded Rules—0
A Clustering and Demotion Based Algorithm for Inductive Learning of Default Theories—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AMIE+H-Score0.23—Unverified
2FOILH-Score0.15—Unverified
3Neural-LPH-Score0.1—Unverified
4NTPH-Score0.07—Unverified