| AutoCoder: Enhancing Code Large Language Model with AIEV-Instruct | May 23, 2024 | Class-level Code GenerationCode Completion | CodeCode Available | 4 | 5 |
| Learning programs with magic values | Aug 5, 2022 | Drug DesignInductive logic programming | CodeCode Available | 1 | 5 |
| Differentiable Inductive Logic Programming for Structured Examples | Mar 2, 2021 | Inductive logic programming | CodeCode Available | 1 | 5 |
| Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks | Dec 6, 2021 | BenchmarkingInductive logic programming | CodeCode Available | 1 | 5 |
| Predicate Invention by Learning From Failures | Apr 29, 2021 | Inductive logic programming | CodeCode Available | 1 | 5 |
| Learning higher-order logic programs | Jul 25, 2019 | Inductive logic programming | CodeCode Available | 1 | 5 |
| Forgetting to learn logic programs | Nov 15, 2019 | Inductive logic programmingMulti-Task Learning | CodeCode Available | 1 | 5 |
| Learning programs by learning from failures | May 5, 2020 | Inductive logic programming | CodeCode Available | 1 | 5 |
| Playgol: learning programs through play | Apr 18, 2019 | Inductive logic programmingProgram induction | CodeCode Available | 1 | 5 |
| Relational program synthesis with numerical reasoning | Oct 3, 2022 | Inductive logic programmingProgram Synthesis | CodeCode Available | 1 | 5 |
| Neural Logic Machines | Apr 26, 2019 | Decision MakingInductive Learning | CodeCode Available | 1 | 5 |
| CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text | Aug 16, 2019 | DiagnosticGraph Neural Network | CodeCode Available | 1 | 5 |
| Inductive logic programming at 30: a new introduction | Aug 18, 2020 | BIG-bench Machine LearningInductive logic programming | CodeCode Available | 1 | 5 |
| Probabilistic Inductive Logic Programming Based on Answer Set Programming | May 4, 2014 | Inductive logic programmingparameter estimation | CodeCode Available | 1 | 5 |
| Distributed Online Learning of Event Definitions | May 5, 2017 | Activity RecognitionForm | CodeCode Available | 0 | 5 |
| Relational decomposition for program synthesis | Aug 22, 2024 | Inductive logic programmingProgram Synthesis | CodeCode Available | 0 | 5 |
| Differentiable Inductive Logic Programming in High-Dimensional Space | Aug 13, 2022 | Inductive logic programmingVocal Bursts Intensity Prediction | CodeCode Available | 0 | 5 |
| Inclusion of Domain-Knowledge into GNNs using Mode-Directed Inverse Entailment | May 22, 2021 | FormInductive logic programming | CodeCode Available | 0 | 5 |
| Learn to Explain Efficiently via Neural Logic Inductive Learning | Oct 6, 2019 | Inductive LearningInductive logic programming | CodeCode Available | 0 | 5 |
| Online Learning of Event Definitions | Jul 30, 2016 | Activity RecognitionInductive logic programming | CodeCode Available | 0 | 5 |
| Learning logic programs by combining programs | Jun 1, 2022 | Inductive logic programmingProgram Synthesis | CodeCode Available | 0 | 5 |
| Learning MDL logic programs from noisy data | Aug 18, 2023 | Drug DesignInductive logic programming | CodeCode Available | 0 | 5 |
| Learning Robust Reward Machines from Noisy Labels | Aug 27, 2024 | Inductive logic programmingReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| Lifting Symmetry Breaking Constraints with Inductive Logic Programming | Dec 22, 2021 | Inductive logic programming | CodeCode Available | 0 | 5 |
| Learning logic programs by discovering higher-order abstractions | Aug 16, 2023 | Inductive logic programmingProgram Synthesis | CodeCode Available | 0 | 5 |
| Neural Logic Reinforcement Learning | Apr 24, 2019 | Deep Reinforcement LearningInductive logic programming | CodeCode Available | 0 | 5 |
| Learning big logical rules by joining small rules | Jan 29, 2024 | Drug DesignInductive logic programming | CodeCode Available | 0 | 5 |
| Efficient lifting of symmetry breaking constraints for complex combinatorial problems | May 14, 2022 | Inductive logic programming | CodeCode Available | 0 | 5 |
| Learning logic programs by discovering where not to search | Feb 20, 2022 | Inductive logic programmingProgram Synthesis | CodeCode Available | 0 | 5 |
| Learning Rules Explaining Interactive Theorem Proving Tactic Prediction | Nov 2, 2024 | Automated Theorem ProvingInductive logic programming | CodeCode Available | 0 | 5 |
| Inductive Learning of Robot Task Knowledge from Raw Data and Online Expert Feedback | Jan 13, 2025 | Inductive LearningInductive logic programming | CodeCode Available | 0 | 5 |
| Explanatory machine learning for sequential human teaching | May 20, 2022 | BIG-bench Machine LearningInductive logic programming | CodeCode Available | 0 | 5 |
| Composition of Relational Features with an Application to Explaining Black-Box Predictors | Jun 1, 2022 | Inductive logic programming | CodeCode Available | 0 | 5 |
| Incremental Learning of Event Definitions with Inductive Logic Programming | Feb 24, 2014 | Activity RecognitionIncremental Learning | CodeCode Available | 0 | 5 |
| Symbolic Graph Embedding using Frequent Pattern Mining | Oct 29, 2019 | Graph EmbeddingInductive logic programming | CodeCode Available | 0 | 5 |
| Expressive Explanations of DNNs by Combining Concept Analysis with ILP | May 16, 2021 | AttributeInductive logic programming | CodeCode Available | 0 | 5 |
| FF-NSL: Feed-Forward Neural-Symbolic Learner | Jun 24, 2021 | Inductive logic programming | CodeCode Available | 0 | 5 |
| Induction of Non-Monotonic Rules From Statistical Learning Models Using High-Utility Itemset Mining | May 24, 2019 | General ClassificationInductive logic programming | CodeCode Available | 0 | 5 |
| Knowledge Refactoring for Inductive Program Synthesis | Apr 21, 2020 | Inductive logic programmingProgram induction | CodeCode Available | 0 | 5 |
| Generalisation Through Negation and Predicate Invention | Jan 18, 2023 | Inductive logic programmingNegation | CodeCode Available | 0 | 5 |
| Learning Explanatory Rules from Noisy Data | Nov 13, 2017 | Inductive logic programming | CodeCode Available | 0 | 5 |
| Incorporating Symbolic Domain Knowledge into Graph Neural Networks | Oct 23, 2020 | Inductive logic programming | CodeCode Available | 0 | 5 |
| Learning logic programs through divide, constrain, and conquer | Sep 16, 2021 | Inductive logic programmingProgram Synthesis | CodeCode Available | 0 | 5 |
| Learning Logic Specifications for Soft Policy Guidance in POMCP | Mar 16, 2023 | Inductive logic programming | CodeCode Available | 0 | 5 |
| Incremental and Iterative Learning of Answer Set Programs from Mutually Distinct Examples | Feb 22, 2018 | BIG-bench Machine LearningHandwritten Digit Recognition | CodeCode Available | 0 | 5 |
| Inductive general game playing | Jun 23, 2019 | Inductive logic programmingSokoban | CodeCode Available | 0 | 5 |
| Inductive Logic Programming via Differentiable Deep Neural Logic Networks | Jun 8, 2019 | General ClassificationInductive logic programming | CodeCode Available | 0 | 5 |
| Learning Rules with Stratified Negation in Differentiable ILP. | Oct 8, 2021 | Inductive logic programmingNegation | CodeCode Available | 0 | 5 |
| A Model for Intelligible Interaction Between Agents That Predict and Explain | Jan 4, 2023 | Inductive logic programming | CodeCode Available | 0 | 5 |
| RuDaS: Synthetic Datasets for Rule Learning and Evaluation Tools | Sep 16, 2019 | Inductive knowledge graph completionInductive logic programming | CodeCode Available | 0 | 5 |
