rule induction

CHAIRO: Contextual Hierarchical Analogical Induction and Reasoning Optimization for LLMs ACL 2026 Efficient Rule Induction by Ignoring Pointless Rules AAAI 2026 NeuroRule: Bridging Vision and Logic with Differentiable Rule Induction CVPR 2026 ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification NAACL 2025 Do Large Language Models Truly Grasp Addition? A Rule-Focused Diagnostic Using Two-Integer Arithmetic EMNLP 2025 GeoILP: A Synthetic Dataset to Guide Large-Scale Rule Induction ICLR 2025 Linguistic Rule Induction Improves Adversarial and OOD Robustness in Large Language Models COLING 2024 Phenomenal Yet Puzzling: Testing Inductive Reasoning Capabilities of Language Models with Hypothesis Refinement ICLR 2024 Eliminating the Impossible, Whatever Remains Must Be True: On Extracting and Applying Background Knowledge in the Context of Formal Explanations AAAI 2023 Rule Induction in Knowledge Graphs Using Linear Programming AAAI 2023 Automatic Rule Induction for Efficient Semi-Supervised Learning EMNLP 2022 Neuro-Symbolic Hierarchical Rule Induction ICML 2022 R5: Rule Discovery with Reinforced and Recurrent Relational Reasoning ICLR 2022 Emergent Symbols through Binding in External Memory ICLR 2021 Open Rule Induction NeurIPS 2021 Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning EMNLP 2020 Automated Rule Base Completion as Bayesian Concept Induction AAAI 2019 Rule induction for global explanation of trained models EMNLP 2018