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Inductive logic programming

Papers

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Showing 101–150 of 153 papers

TitleStatusHype
The ILASP system for Inductive Learning of Answer Set Programs—0
Knowledge Refactoring for Inductive Program SynthesisCode0
Learning large logic programs by going beyond entailment—0
Incorporating Relational Background Knowledge into Reinforcement Learning via Differentiable Inductive Logic Programming—0
Turning 30: New Ideas in Inductive Logic Programming—0
SMT + ILP—0
A logic-based relational learning approach to relation extraction: The OntoILPER system—0
Maximal Closed Set and Half-Space Separations in Finite Closure Systems—0
User Friendly Automatic Construction of Background Knowledge: Mode Construction from ER DiagramsCode0
One-Shot Induction of Generalized Logical Concepts via Human Guidance—0
From Shallow to Deep Interactions Between Knowledge Representation, Reasoning and Machine Learning (Kay R. Amel group)—0
Induction of Subgoal Automata for Reinforcement Learning—0
REMI: Mining Intuitive Referring Expressions on Knowledge Bases—0
Symbolic Graph Embedding using Frequent Pattern MiningCode0
Learn to Explain Efficiently via Neural Logic Inductive LearningCode0
Enriching Visual with Verbal Explanations for Relational Concepts -- Combining LIME with Aleph—0
Induction of Non-monotonic Logic Programs To Explain Statistical Learning Models—0
Proceedings 35th International Conference on Logic Programming (Technical Communications)—0
RuDaS: Synthetic Datasets for Rule Learning and Evaluation ToolsCode0
Logical reduction of metarules—0
Towards meta-interpretive learning of programming language semanticsCode0
Inductive general game playingCode0
Efficient predicate invention using shared "NeMuS"—0
Inductive Logic Programming via Differentiable Deep Neural Logic NetworksCode0
Induction of Non-Monotonic Rules From Statistical Learning Models Using High-Utility Itemset MiningCode0
Neural Logic Reinforcement LearningCode0
Learning Algorithms via Neural Logic Networks—0
Increasing city safety awareness regarding disruptive traffic stream—0
An Inductive Logic Programming Approach to Validate Hexose Binding Biochemical Knowledge—0
Inductive Learning of Answer Set Programs from Noisy Examples—0
Induction of Non-Monotonic Logic Programs to Explain Boosted Tree Models Using LIME—0
Learning Probabilistic Logic Programs in Continuous Domains—0
Logical Explanations for Deep Relational Machines Using Relevance Information—0
Incremental and Iterative Learning of Answer Set Programs from Mutually Distinct ExamplesCode0
Learning Explanatory Rules from Noisy DataCode0
Best-Effort Inductive Logic Programming via Fine-grained Cost-based Hypothesis Generation—0
Improving Scalability of Inductive Logic Programming via Pruning and Best-Effort Optimisation—0
Distributed Online Learning of Event DefinitionsCode0
PrASP Report—0
Neuro-symbolic EDA-based Optimisation using ILP-enhanced DBNs—0
Deeply Semantic Inductive Spatio-Temporal Learning—0
Iterative Learning of Answer Set Programs from Context Dependent Examples—0
Generation of Near-Optimal Solutions Using ILP-Guided Sampling—0
Online Learning of Event DefinitionsCode0
Learning Weak Constraints in Answer Set Programming—0
SkILL - a Stochastic Inductive Logic Learner—0
Consensus-Based Modelling using Distributed Feature Construction—0
Imparo is complete by inverse subsumption—0
E-Generalization Using Grammars—0
Inductive Logic Boosting—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