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| CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text | Aug 16, 2019 | DiagnosticGraph Neural Network | CodeCode Available | 1 |
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| Relational program synthesis with numerical reasoning | Oct 3, 2022 | Inductive logic programmingProgram Synthesis | CodeCode Available | 1 |
| Learning programs by learning from failures | May 5, 2020 | Inductive logic programming | CodeCode Available | 1 |
| Forgetting to learn logic programs | Nov 15, 2019 | Inductive logic programmingMulti-Task Learning | CodeCode Available | 1 |
| Neural Logic Machines | Apr 26, 2019 | Decision MakingInductive Learning | CodeCode Available | 1 |
| Learning programs with magic values | Aug 5, 2022 | Drug DesignInductive logic programming | CodeCode Available | 1 |
| Predicate Invention by Learning From Failures | Apr 29, 2021 | Inductive logic programming | CodeCode Available | 1 |
| Differentiable Inductive Logic Programming for Structured Examples | Mar 2, 2021 | Inductive logic programming | CodeCode Available | 1 |
| Playgol: learning programs through play | Apr 18, 2019 | Inductive logic programmingProgram induction | CodeCode Available | 1 |
| Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks | Dec 6, 2021 | BenchmarkingInductive logic programming | CodeCode Available | 1 |
| Probabilistic Inductive Logic Programming Based on Answer Set Programming | May 4, 2014 | Inductive logic programmingparameter estimation | CodeCode Available | 1 |
| Learning higher-order logic programs | Jul 25, 2019 | Inductive logic programming | CodeCode Available | 1 |
| Best-Effort Inductive Logic Programming via Fine-grained Cost-based Hypothesis Generation | Jul 10, 2017 | Inductive logic programming | —Unverified | 0 |
| A logic-based relational learning approach to relation extraction: The OntoILPER system | Jan 13, 2020 | AttributeInductive logic programming | —Unverified | 0 |
| A Unifying Framework for Learning Argumentation Semantics | Oct 18, 2023 | Inductive logic programming | —Unverified | 0 |
| Algebraic anti-unification | Jul 22, 2024 | Inductive logic programming | —Unverified | 0 |
| A Critical Review of Inductive Logic Programming Techniques for Explainable AI | Dec 31, 2021 | BIG-bench Machine LearningExplainable artificial intelligence | —Unverified | 0 |
| Efficient predicate invention using shared "NeMuS" | Jun 15, 2019 | Inductive LearningInductive logic programming | —Unverified | 0 |
| Deeply Semantic Inductive Spatio-Temporal Learning | Aug 9, 2016 | Inductive logic programming | —Unverified | 0 |
| Deep Inductive Logic Programming meets Reinforcement Learning | Aug 30, 2023 | Inductive logic programmingreinforcement-learning | —Unverified | 0 |
| An Interactive Explanatory AI System for Industrial Quality Control | Mar 17, 2022 | BIG-bench Machine LearningDefect Detection | —Unverified | 0 |
| Differentiable Inductive Logic Programming for Fraud Detection | Oct 29, 2024 | Fraud DetectionInductive logic programming | —Unverified | 0 |
| Constraint-driven multi-task learning | Aug 24, 2022 | Inductive logic programmingMulti-Task Learning | —Unverified | 0 |