SOTAVerified

Inductive logic programming

Papers

Showing 2130 of 153 papers

TitleStatusHype
Online inductive learning from answer sets for efficient reinforcement learning exploration0
HT-HEDL: High-Throughput Hypothesis Evaluation in Description Logic0
Learning Rules Explaining Interactive Theorem Proving Tactic PredictionCode0
Differentiable Inductive Logic Programming for Fraud Detection0
LLM-Augmented Symbolic Reinforcement Learning with Landmark-Based Task Decomposition0
Learning Robust Reward Machines from Noisy LabelsCode0
Relational decomposition for program synthesisCode0
Towards Probabilistic Inductive Logic Programming with Neurosymbolic Inference and Relaxation0
Inductive Learning of Logical Theories with LLMs: An Expressivity-Graded Analysis0
Neurosymbolic Methods for Rule Mining0
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Benchmark Results

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