logical rule

Efficient Rule Induction by Ignoring Pointless Rules AAAI 2026 CaDRL: Document-level Relation Extraction via Context-aware Differentiable Rule Learning COLING 2025 DrKGC: Dynamic Subgraph Retrieval-Augmented LLMs for Knowledge Graph Completion across General and Biomedical Domains EMNLP 2025 Factor Graph-based Interpretable Neural Networks ICLR 2025 Improving Data Annotation for Low-Resource Relation Extraction with Logical Rule-Augmented Collaborative Language Models NAACL 2025 Interpretable DNFs IJCAI 2025 LCDS: A Logic-Controlled Discharge Summary Generation System Supporting Source Attribution and Expert Review ACL 2025 Logic-Regularized Verifier Elicits Reasoning from LLMs ACL 2025 End-to-end Learning of Logical Rules for Enhancing Document-level Relation Extraction ACL 2024 Exploiting Intrinsic Multilateral Logical Rules for Weakly Supervised Natural Language Video Localization ACL 2024 In Search of the Long-Tail: Systematic Generation of Long-Tail Inferential Knowledge via Logical Rule Guided Search EMNLP 2024 Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning NeurIPS 2024 Learning Big Logical Rules by Joining Small Rules IJCAI 2024 LogicST: A Logical Self-Training Framework for Document-Level Relation Extraction with Incomplete Annotations EMNLP 2024 RulE: Knowledge Graph Reasoning with Rule Embedding ACL 2024 Safe Abductive Learning in the Presence of Inaccurate Rules AAAI 2024 Temporal Inductive Logic Reasoning over Hypergraphs IJCAI 2024 Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction NeurIPS 2023 Interpretable Neural-Symbolic Concept Reasoning ICML 2023 Learning Reliable Logical Rules with SATNet NeurIPS 2023 Logic-driven Indirect Supervision: An Application to Crisis Counseling ACL 2023 Probabilistic Rule Induction from Event Sequences with Logical Summary Markov Models IJCAI 2023 REPLACE: A Logical Framework for Combining Collective Entity Resolution and Repairing IJCAI 2023 Rule By Example: Harnessing Logical Rules for Explainable Hate Speech Detection ACL 2023 Simple Augmentations of Logical Rules for Neuro-Symbolic Knowledge Graph Completion ACL 2023