Cover Image

Understanding the Embedding Models on Hyper-relational Knowledge Graph

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Yubo, Di, Shimin, Wang, Zhili, Li, Haoyang, Teng, Fei, Xin, Hao, Chen, Lei
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Computation and Language Social and Information Networks
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Cardinality Estimation on Hyper-relational Knowledge Graphs
by: Teng, Fei, et al.
Published: (2024)

GORAG: Graph-based Online Retrieval Augmented Generation for Dynamic Few-shot Social Media Text Classification
by: Wang, Yubo, et al.
Published: (2025)

AGRAG: Advanced Graph-based Retrieval-Augmented Generation for LLMs
by: Wang, Yubo, et al.
Published: (2025)

KGLink: A column type annotation method that combines knowledge graph and pre-trained language model
by: Wang, Yubo, et al.
Published: (2024)

A Graph Perspective to Probe Structural Patterns of Knowledge in Large Language Models
by: Sahu, Utkarsh, et al.
Published: (2025)

Hierarchical Knowledge Distillation on Text Graph for Data-limited Attribute Inference
by: Li, Quan, et al.
Published: (2024)

HyperComplEx: Adaptive Multi-Space Knowledge Graph Embeddings
by: Gajjar, Jugal, et al.
Published: (2025)

Microstructures and Accuracy of Graph Recall by Large Language Models
by: Wang, Yanbang, et al.
Published: (2024)

A Survey of Graph Meets Large Language Model: Progress and Future Directions
by: Li, Yuhan, et al.
Published: (2023)

Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph
by: Liang, Xujian, et al.
Published: (2025)

Discovering Invariant Neighborhood Patterns for Heterophilic Graphs
by: Yang, Jinluan, et al.
Published: (2024)

Synergizing LLM Agents and Knowledge Graph for Socioeconomic Prediction in LBSN
by: Zhou, Zhilun, et al.
Published: (2024)

Modeling Authorial Style in Urdu Novels Using Character Interaction Graphs and Graph Neural Networks
by: Mujtaba, Hassan, et al.
Published: (2025)

Graph Machine Learning in the Era of Large Language Models (LLMs)
by: Wang, Shijie, et al.
Published: (2024)

Knowledge Homophily in Large Language Models
by: Sahu, Utkarsh, et al.
Published: (2025)

Similarity-based Neighbor Selection for Graph LLMs
by: Li, Rui, et al.
Published: (2024)

A Community-Enhanced Graph Representation Model for Link Prediction
by: Wang, Lei, et al.
Published: (2025)

Search to Fine-tune Pre-trained Graph Neural Networks for Graph-level Tasks
by: Wang, Zhili, et al.
Published: (2023)

GuideWalk: A Novel Graph-Based Word Embedding for Enhanced Text Classification
by: Mohammed, Sarmad N., et al.
Published: (2024)

BanglaAutoKG: Automatic Bangla Knowledge Graph Construction with Semantic Neural Graph Filtering
by: Wasi, Azmine Toushik, et al.
Published: (2024)

Bootstrapping Heterogeneous Graph Representation Learning via Large Language Models: A Generalized Approach
by: Gao, Hang, et al.
Published: (2024)

Towards Deeper Understanding of PPR-based Embedding Approaches: A Topological Perspective
by: Zhang, Xingyi, et al.
Published: (2024)

Proficient Graph Neural Network Design by Accumulating Knowledge on Large Language Models
by: Wang, Jialiang, et al.
Published: (2024)

Exploring the Potential of Large Language Models for Heterophilic Graphs
by: Wu, Yuxia, et al.
Published: (2024)

Semantic Evolvement Enhanced Graph Autoencoder for Rumor Detection
by: Tao, Xiang, et al.
Published: (2024)

Defining, Understanding, and Detecting Online Toxicity: Challenges and Machine Learning Approaches
by: Shahi, Gautam Kishore, et al.
Published: (2025)

Optimal Embedding Guided Negative Sample Generation for Knowledge Graph Link Prediction
by: Takamoto, Makoto, et al.
Published: (2025)

Relational Prompt-based Pre-trained Language Models for Social Event Detection
by: Li, Pu, et al.
Published: (2024)

Let Community Rules Be Reflected in Online Content Moderation
by: Xin, Wangjiaxuan, et al.
Published: (2024)

Predictively Combatting Toxicity in Health-related Online Discussions through Machine Learning
by: Paz-Ruza, Jorge, et al.
Published: (2025)

The Graph-Embedded Hazard Model (GEHM): Stochastic Network Survival Dynamics on Economic Graphs
by: Vallarino, Diego
Published: (2025)

A Survey on Self-Supervised Graph Foundation Models: Knowledge-Based Perspective
by: Zhao, Ziwen, et al.
Published: (2024)

Non-Euclidean Mixture Model for Social Network Embedding
by: Iyer, Roshni G., et al.
Published: (2024)

Generating Human Understandable Explanations for Node Embeddings
by: Shafi, Zohair, et al.
Published: (2024)

Two-Stage Stance Labeling: User-Hashtag Heuristics with Graph Neural Networks
by: Melton, Joshua, et al.
Published: (2024)

Node Classification via Semantic-Structural Attention-Enhanced Graph Convolutional Networks
by: Zhu, Hongyin
Published: (2024)

QuakeBERT: Accurate Classification of Social Media Texts for Rapid Earthquake Impact Assessment
by: Han, Jin, et al.
Published: (2024)

A Macro- and Micro-Hierarchical Transfer Learning Framework for Cross-Domain Fake News Detection
by: Yang, Xuankai, et al.
Published: (2025)

Privacy-Preserving Graph Embedding based on Local Differential Privacy
by: Li, Zening, et al.
Published: (2023)

Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation
by: Li, Mufei, et al.
Published: (2024)