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Inductive logic programming

Papers

Showing 5175 of 153 papers

TitleStatusHype
kLog: A Language for Logical and Relational Learning with Kernels0
A Unifying Framework for Learning Argumentation Semantics0
A Clustering and Demotion Based Algorithm for Inductive Learning of Default Theories0
Inducing game rules from varying quality game play0
Learning large logic programs by going beyond entailment0
Induction of Non-Monotonic Logic Programs to Explain Boosted Tree Models Using LIME0
Induction of Non-monotonic Logic Programs To Explain Statistical Learning Models0
A logic-based relational learning approach to relation extraction: The OntoILPER system0
Induction of Subgoal Automata for Reinforcement Learning0
Efficient predicate invention using shared "NeMuS"0
Inductive Learning of Answer Set Programs from Noisy Examples0
Inductive Learning of Declarative Domain-Specific Heuristics for ASP0
Explanation as a process: user-centric construction of multi-level and multi-modal explanations0
Explainable and Trustworthy Traffic Sign Detection for Safe Autonomous Driving: An Inductive Logic Programming Approach0
Combining Rules and Embeddings via Neuro-Symbolic AI for Knowledge Base Completion0
Learning Description Logic Ontologies. Five Approaches. Where Do They Stand?0
Inductive logic programming at 300
Inductive Logic Boosting0
Interpretable Model-based Hierarchical Reinforcement Learning using Inductive Logic Programming0
Iterative Learning of Answer Set Programs from Context Dependent Examples0
Evaluating the Apperception Engine0
An Empirical Comparison of Cost Functions in Inductive Logic Programming0
Learning Algorithms via Neural Logic Networks0
A Divide-Align-Conquer Strategy for Program Synthesis0
Inductive Learning of Logical Theories with LLMs: An Expressivity-Graded Analysis0
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Benchmark Results

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