conftrace_

rule learning

61 papers

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Co-occurring keywords

inductive logic programming (64) neural network (6616) knowledge graph (1837) knowledge graph embedding (300) interpretable model (158) neuro-symbolic reasoning (74) subgroup discovery (13) knowledge graph completion (240) logic rule (28) neuro-symbolic approach (20)

Papers

RIMRULE: Improving Tool-Using Language Agents via MDL-Guided Rule Learning ACL 2026
ICLEval: Evaluating In-Context Learning Ability of Large Language Models COLING 2025
IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction ACL 2025
Learning Cross-Dialectal Morphophonology with Syllable Structure Constraints COLING 2025
Grokking phase transitions in learning local rules with gradient descent JMLR 2024
Learning Big Logical Rules by Joining Small Rules IJCAI 2024
Capturing Knowledge Graphs and Rules with Octagon Embeddings IJCAI 2024
What Are the Rules? Discovering Constraints from Data AAAI 2024
A differentiable first-order rule learner for inductive logic programming (Abstract Reprint) IJCAI 2024
HyperLogic: Enhancing Diversity and Accuracy in Rule Learning with HyperNets NIPS 2024
EmFORE: Learning Email Folder Classification Rules by Demonstration AAAI 2024
Learning from Both Structural and Textual Knowledge for Inductive Knowledge Graph Completion NIPS 2023
Logic and Commonsense-Guided Temporal Knowledge Graph Completion AAAI 2023
Differentiable Neuro-Symbolic Reasoning on Large-Scale Knowledge Graphs NIPS 2023
Effective Human-AI Teams via Learned Natural Language Rules and Onboarding NIPS 2023
Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming ACL 2023
Self-Supervised Rule Learning to Link Text Segments to Relational Elements of Structured Knowledge EMNLP 2023
Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning ACL 2023
A Cautious Generalization Goes a Long Way: Learning Morphophonological Rules ACL 2023
Neuro-Symbolic Inductive Logic Programming with Logical Neural Networks AAAI 2022
Towards Learning Arabic Morphophonology EMNLP 2022
Logical Neural Networks for Knowledge Base Completion with Embeddings & Rules EMNLP 2022
Learning Symmetric Rules with SATNet NIPS 2022
Perform like an Engine: A Closed-Loop Neural-Symbolic Learning Framework for Knowledge Graph Inference COLING 2022
Adversarial Explanations for Knowledge Graph Embeddings IJCAI 2022