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Inductive logic programming

Papers

Showing 126150 of 153 papers

TitleStatusHype
Learning Rules with Stratified Negation in Differentiable ILP.Code0
User Friendly Automatic Construction of Background Knowledge: Mode Construction from ER DiagramsCode0
Inductive Learning of Robot Task Knowledge from Raw Data and Online Expert FeedbackCode0
Composition of Relational Features with an Application to Explaining Black-Box PredictorsCode0
Learn to Explain Efficiently via Neural Logic Inductive LearningCode0
Inclusion of Domain-Knowledge into GNNs using Mode-Directed Inverse EntailmentCode0
Inductive Logic Programming via Differentiable Deep Neural Logic NetworksCode0
Lifting Symmetry Breaking Constraints with Inductive Logic ProgrammingCode0
Temporal Inductive Logic Reasoning over HypergraphsCode0
RuDaS: Synthetic Datasets for Rule Learning and Evaluation ToolsCode0
Knowledge Refactoring for Inductive Program SynthesisCode0
Online Learning of Event DefinitionsCode0
Learning big logical rules by joining small rulesCode0
Symbolic Graph Embedding using Frequent Pattern MiningCode0
Towards meta-interpretive learning of programming language semanticsCode0
Learning Explanatory Rules from Noisy DataCode0
Towards One-Shot Learning for Text Classification using Inductive Logic ProgrammingCode0
Generalisation Through Negation and Predicate InventionCode0
Explanatory machine learning for sequential human teachingCode0
Neural Logic Reinforcement LearningCode0
Learning logic programs by discovering higher-order abstractionsCode0
Learning logic programs by discovering where not to searchCode0
Distributed Online Learning of Event DefinitionsCode0
Relational decomposition for program synthesisCode0
A Model for Intelligible Interaction Between Agents That Predict and ExplainCode0
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Benchmark Results

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