ChatRule: Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning
Fuente:
arXiv
Saved in:
| Main Authors: | Luo, Linhao, Ju, Jiaxin, Xiong, Bo, Li, Yuan-Fang, Haffari, Gholamreza, Pan, Shirui |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning
by: Luo, Linhao, et al.
Published: (2023)
by: Luo, Linhao, et al.
Published: (2023)
Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models
by: Luo, Linhao, et al.
Published: (2024)
by: Luo, Linhao, et al.
Published: (2024)
GFM-RAG: Graph Foundation Model for Retrieval Augmented Generation
by: Luo, Linhao, et al.
Published: (2025)
by: Luo, Linhao, et al.
Published: (2025)
Continual Learning for Large Language Models: A Survey
by: Wu, Tongtong, et al.
Published: (2024)
by: Wu, Tongtong, et al.
Published: (2024)
Unifying Large Language Models and Knowledge Graphs: A Roadmap
by: Pan, Shirui, et al.
Published: (2023)
by: Pan, Shirui, et al.
Published: (2023)
AIPO: Learning to Reason from Active Interaction
by: Liu, Junnan, et al.
Published: (2026)
by: Liu, Junnan, et al.
Published: (2026)
Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning
by: Wang, Jiapu, et al.
Published: (2024)
by: Wang, Jiapu, et al.
Published: (2024)
Reasoning over User Preferences: Knowledge Graph-Augmented LLMs for Explainable Conversational Recommendations
by: Qiu, Zhangchi, et al.
Published: (2024)
by: Qiu, Zhangchi, et al.
Published: (2024)
Rule2Text: Natural Language Explanation of Logical Rules in Knowledge Graphs
by: Shirvani-Mahdavi, Nasim, et al.
Published: (2025)
by: Shirvani-Mahdavi, Nasim, et al.
Published: (2025)
Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs
by: Nguyen, Minh-Vuong, et al.
Published: (2024)
by: Nguyen, Minh-Vuong, et al.
Published: (2024)
LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models
by: Gui, Jiayi, et al.
Published: (2024)
by: Gui, Jiayi, et al.
Published: (2024)
Knowledge Reasoning Language Model: Unifying Knowledge and Language for Inductive Knowledge Graph Reasoning
by: Zhuo, Xingrui, et al.
Published: (2025)
by: Zhuo, Xingrui, et al.
Published: (2025)
Assistive Large Language Model Agents for Socially-Aware Negotiation Dialogues
by: Hua, Yuncheng, et al.
Published: (2024)
by: Hua, Yuncheng, et al.
Published: (2024)
SituatedThinker: Grounding LLM Reasoning with Real-World through Situated Thinking
by: Liu, Junnan, et al.
Published: (2025)
by: Liu, Junnan, et al.
Published: (2025)
TILP: Differentiable Learning of Temporal Logical Rules on Knowledge Graphs
by: Xiong, Siheng, et al.
Published: (2024)
by: Xiong, Siheng, et al.
Published: (2024)
G-reasoner: Foundation Models for Unified Reasoning over Graph-structured Knowledge
by: Luo, Linhao, et al.
Published: (2025)
by: Luo, Linhao, et al.
Published: (2025)
Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning
by: Xie, Tian, et al.
Published: (2025)
by: Xie, Tian, et al.
Published: (2025)
MiniCache: KV Cache Compression in Depth Dimension for Large Language Models
by: Liu, Akide, et al.
Published: (2024)
by: Liu, Akide, et al.
Published: (2024)
Simple Augmentations of Logical Rules for Neuro-Symbolic Knowledge Graph Completion
by: Nandi, Ananjan, et al.
Published: (2024)
by: Nandi, Ananjan, et al.
Published: (2024)
$\text{M}^{2}$LLM: Multi-view Molecular Representation Learning with Large Language Models
by: Ju, Jiaxin, et al.
Published: (2025)
by: Ju, Jiaxin, et al.
Published: (2025)
Large Language Models can Learn Rules
by: Zhu, Zhaocheng, et al.
Published: (2023)
by: Zhu, Zhaocheng, et al.
Published: (2023)
Rule2Text: A Framework for Generating and Evaluating Natural Language Explanations of Knowledge Graph Rules
by: Shirvani-Mahdavi, Nasim, et al.
Published: (2025)
by: Shirvani-Mahdavi, Nasim, et al.
Published: (2025)
Chain of Logic: Rule-Based Reasoning with Large Language Models
by: Servantez, Sergio, et al.
Published: (2024)
by: Servantez, Sergio, et al.
Published: (2024)
Enhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning
by: Liu, Yu, et al.
Published: (2025)
by: Liu, Yu, et al.
Published: (2025)
CARD: Towards Conditional Design of Multi-agent Topological Structures
by: Wu, Tongtong, et al.
Published: (2026)
by: Wu, Tongtong, et al.
Published: (2026)
AutoRule: Reasoning Chain-of-thought Extracted Rule-based Rewards Improve Preference Learning
by: Wang, Tevin, et al.
Published: (2025)
by: Wang, Tevin, et al.
Published: (2025)
Graph Retrieval-Augmented LLM for Conversational Recommendation Systems
by: Qiu, Zhangchi, et al.
Published: (2025)
by: Qiu, Zhangchi, et al.
Published: (2025)
Leveraging Logical Rules in Knowledge Editing: A Cherry on the Top
by: Cheng, Keyuan, et al.
Published: (2024)
by: Cheng, Keyuan, et al.
Published: (2024)
RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios
by: Zhou, Ruiwen, et al.
Published: (2024)
by: Zhou, Ruiwen, et al.
Published: (2024)
Logic Agent: Enhancing Validity with Logic Rule Invocation
by: Liu, Hanmeng, et al.
Published: (2024)
by: Liu, Hanmeng, et al.
Published: (2024)
Scalable Frame-based Construction of Sociocultural NormBases for Socially-Aware Dialogues
by: Qu, Shilin, et al.
Published: (2024)
by: Qu, Shilin, et al.
Published: (2024)
Exploring Large Language Models for Knowledge Graph Completion
by: Yao, Liang, et al.
Published: (2023)
by: Yao, Liang, et al.
Published: (2023)
Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation
by: Bai, Jiaxin, et al.
Published: (2023)
by: Bai, Jiaxin, et al.
Published: (2023)
From Reasoning to Learning: A Survey on Hypothesis Discovery and Rule Learning with Large Language Models
by: He, Kaiyu, et al.
Published: (2025)
by: He, Kaiyu, et al.
Published: (2025)
Learning Mathematical Rules with Large Language Models
by: Gorceix, Antoine, et al.
Published: (2024)
by: Gorceix, Antoine, et al.
Published: (2024)
IntroLM: Introspective Language Models via Prefilling-Time Self-Evaluation
by: Kasnavieh, Hossein Hosseini, et al.
Published: (2026)
by: Kasnavieh, Hossein Hosseini, et al.
Published: (2026)
Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs
by: Fang, Tianqing, et al.
Published: (2024)
by: Fang, Tianqing, et al.
Published: (2024)
Automatic Adaptation Rule Optimization via Large Language Models
by: Ishimizu, Yusei, et al.
Published: (2024)
by: Ishimizu, Yusei, et al.
Published: (2024)
RIDE: Enhancing Large Language Model Alignment through Restyled In-Context Learning Demonstration Exemplars
by: Hua, Yuncheng, et al.
Published: (2025)
by: Hua, Yuncheng, et al.
Published: (2025)
ASGEA: Exploiting Logic Rules from Align-Subgraphs for Entity Alignment
by: Luo, Yangyifei, et al.
Published: (2024)
by: Luo, Yangyifei, et al.
Published: (2024)
Similar Items
-
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning
by: Luo, Linhao, et al.
Published: (2023) -
Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models
by: Luo, Linhao, et al.
Published: (2024) -
GFM-RAG: Graph Foundation Model for Retrieval Augmented Generation
by: Luo, Linhao, et al.
Published: (2025) -
Continual Learning for Large Language Models: A Survey
by: Wu, Tongtong, et al.
Published: (2024) -
Unifying Large Language Models and Knowledge Graphs: A Roadmap
by: Pan, Shirui, et al.
Published: (2023)