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Inductive logic programming

Papers

Showing 125 of 153 papers

TitleStatusHype
AutoCoder: Enhancing Code Large Language Model with AIEV-InstructCode4
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from TextCode1
Inductive logic programming at 30: a new introductionCode1
Relational program synthesis with numerical reasoningCode1
Learning programs by learning from failuresCode1
Forgetting to learn logic programsCode1
Neural Logic MachinesCode1
Learning programs with magic valuesCode1
Predicate Invention by Learning From FailuresCode1
Differentiable Inductive Logic Programming for Structured ExamplesCode1
Playgol: learning programs through playCode1
Neuro-Symbolic Inductive Logic Programming with Logical Neural NetworksCode1
Probabilistic Inductive Logic Programming Based on Answer Set ProgrammingCode1
Learning higher-order logic programsCode1
Best-Effort Inductive Logic Programming via Fine-grained Cost-based Hypothesis Generation0
A logic-based relational learning approach to relation extraction: The OntoILPER system0
A Unifying Framework for Learning Argumentation Semantics0
Algebraic anti-unification0
A Critical Review of Inductive Logic Programming Techniques for Explainable AI0
Efficient predicate invention using shared "NeMuS"0
Deeply Semantic Inductive Spatio-Temporal Learning0
Deep Inductive Logic Programming meets Reinforcement Learning0
An Interactive Explanatory AI System for Industrial Quality Control0
Differentiable Inductive Logic Programming for Fraud Detection0
Constraint-driven multi-task learning0
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Benchmark Results

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