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Inductive logic programming

Papers

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Showing 76–100 of 153 papers

TitleStatusHype
Learning logic programs through divide, constrain, and conquerCode0
Combining Rules and Embeddings via Neuro-Symbolic AI for Knowledge Base Completion—0
Parallel Constraint-Driven Inductive Logic Programming—0
FF-NSL: Feed-Forward Neural-Symbolic LearnerCode0
Interpretable Model-based Hierarchical Reinforcement Learning using Inductive Logic Programming—0
Generating Contrastive Explanations for Inductive Logic Programming Based on a Near Miss Approach—0
Inclusion of Domain-Knowledge into GNNs using Mode-Directed Inverse EntailmentCode0
Expressive Explanations of DNNs by Combining Concept Analysis with ILPCode0
Learning Description Logic Ontologies. Five Approaches. Where Do They Stand?—0
Differentiable Logic Machines—0
Inductive logic programming at 30—0
Learning logic programs by explaining their failures—0
Refinement Type Directed Search for Meta-Interpretive-Learning of Higher-Order Logic Programs—0
HySTER: A Hybrid Spatio-Temporal Event Reasoner—0
Conflict-driven Inductive Logic Programming—0
NSL: Hybrid Interpretable Learning From Noisy Raw Data—0
Symbolic AI for XAI: Evaluating LFIT Inductive Programming for Fair and Explainable Automatic Recruitment—0
Resource Constrained Dialog Policy Learning via Differentiable Inductive Logic Programming—0
Learning Explainable Linguistic Expressions with Neural Inductive Logic Programming for Sentence Classification—0
Incorporating Symbolic Domain Knowledge into Graph Neural NetworksCode0
Proceedings 36th International Conference on Logic Programming (Technical Communications)—0
Induction and Exploitation of Subgoal Automata for Reinforcement Learning—0
White-box Induction From SVM Models: Explainable AI with Logic Programming—0
Inducing game rules from varying quality game play—0
Evaluating the Apperception Engine—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