Buchumschlag

Enhancing Large Language Models with Reliable Knowledge Graphs

Fuente: arXiv

Gespeichert in:

Bibliographische Detailangaben
1. Verfasser:	Zhang, Qinggang
Format:	Preprint
Veröffentlicht:	2025
Schlagworte:	Computation and Language
Online-Zugang:	Acceder al recurso
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Ähnliche Einträge

KnowGPT: Knowledge Graph based Prompting for Large Language Models
von: Zhang, Qinggang, et al.
Veröffentlicht: (2023)

Reliable Reasoning Path: Distilling Effective Guidance for LLM Reasoning with Knowledge Graphs
von: Xiao, Yilin, et al.
Veröffentlicht: (2025)

Knowledge Graph Enhanced Large Language Model Editing
von: Zhang, Mengqi, et al.
Veröffentlicht: (2024)

Cost-efficient Knowledge-based Question Answering with Large Language Models
von: Dong, Junnan, et al.
Veröffentlicht: (2024)

KnowledgeNavigator: Leveraging Large Language Models for Enhanced Reasoning over Knowledge Graph
von: Guo, Tiezheng, et al.
Veröffentlicht: (2023)

Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM
von: Hong, Zijin, et al.
Veröffentlicht: (2024)

Modality-Aware Integration with Large Language Models for Knowledge-based Visual Question Answering
von: Dong, Junnan, et al.
Veröffentlicht: (2024)

Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation
von: Yuan, Dun, et al.
Veröffentlicht: (2025)

MemoTime: Memory-Augmented Temporal Knowledge Graph Enhanced Large Language Model Reasoning
von: Tan, Xingyu, et al.
Veröffentlicht: (2025)

Ontology-Enhanced Knowledge Graph Completion using Large Language Models
von: Guo, Wenbin, et al.
Veröffentlicht: (2025)

Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models
von: Liu, Haochen, et al.
Veröffentlicht: (2025)

Evaluating and Enhancing Large Language Models for Conversational Reasoning on Knowledge Graphs
von: Huang, Yuxuan
Veröffentlicht: (2023)

Knowledge Graph-Enhanced Large Language Models via Path Selection
von: Liu, Haochen, et al.
Veröffentlicht: (2024)

Self-Reflective Planning with Knowledge Graphs: Enhancing LLM Reasoning Reliability for Question Answering
von: Zhu, Jiajun, et al.
Veröffentlicht: (2025)

Entity Alignment with Noisy Annotations from Large Language Models
von: Chen, Shengyuan, et al.
Veröffentlicht: (2024)

Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning
von: Tan, Xingyu, et al.
Veröffentlicht: (2024)

Making Large Language Models Perform Better in Knowledge Graph Completion
von: Zhang, Yichi, et al.
Veröffentlicht: (2023)

LegalGraphRAG: Multi-Agent Graph Retrieval-Augmented Generation for Reliable Legal Reasoning
von: Chen, Zerui, et al.
Veröffentlicht: (2026)

Structure Guided Large Language Model for SQL Generation
von: Zhang, Qinggang, et al.
Veröffentlicht: (2024)

KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion
von: Wei, Yanbin, et al.
Veröffentlicht: (2024)

Knowledge Distillation for Temporal Knowledge Graph Reasoning with Large Language Models
von: Xing, Wang, et al.
Veröffentlicht: (2026)

Are Large Language Models Effective Knowledge Graph Constructors?
von: Chen, Ruirui, et al.
Veröffentlicht: (2025)

MKG-Rank: Enhancing Large Language Models with Knowledge Graph for Multilingual Medical Question Answering
von: Li, Feiyang, et al.
Veröffentlicht: (2025)

KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques
von: Yang, Rui, et al.
Veröffentlicht: (2024)

Explore-on-Graph: Incentivizing Autonomous Exploration of Large Language Models on Knowledge Graphs with Path-refined Reward Modeling
von: Yan, Shiqi, et al.
Veröffentlicht: (2026)

Plan of Knowledge: Retrieval-Augmented Large Language Models for Temporal Knowledge Graph Question Answering
von: Qian, Xinying, et al.
Veröffentlicht: (2025)

Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling
von: Yang, Linyao, et al.
Veröffentlicht: (2023)

Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models
von: Xu, Derong, et al.
Veröffentlicht: (2024)

Combining Knowledge Graphs and Large Language Models
von: Kau, Amanda, et al.
Veröffentlicht: (2024)

Enhancing Supply Chain Visibility with Knowledge Graphs and Large Language Models
von: AlMahri, Sara, et al.
Veröffentlicht: (2024)

Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph
von: Sun, Jiashuo, et al.
Veröffentlicht: (2023)

Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models
von: Luo, Linhao, et al.
Veröffentlicht: (2024)

Accelerating Antibiotic Discovery with Large Language Models and Knowledge Graphs
von: Delmas, Maxime, et al.
Veröffentlicht: (2025)

Knowledge Graph-Infused Fine-Tuning for Structured Reasoning in Large Language Models
von: Zhang, Wuyang, et al.
Veröffentlicht: (2025)

LinearRAG: Linear Graph Retrieval Augmented Generation on Large-scale Corpora
von: Zhuang, Luyao, et al.
Veröffentlicht: (2025)

Enhance Graph Alignment for Large Language Models
von: Luo, Haitong, et al.
Veröffentlicht: (2024)

Fact Finder -- Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge Graphs
von: Steinigen, Daniel, et al.
Veröffentlicht: (2024)

Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs
von: Zhang, Yifei, et al.
Veröffentlicht: (2024)

Knowledge Graph Large Language Model (KG-LLM) for Link Prediction
von: Shu, Dong, et al.
Veröffentlicht: (2024)

AA-Omniscience: Evaluating Cross-Domain Knowledge Reliability in Large Language Models
von: Jackson, Declan, et al.
Veröffentlicht: (2025)