Image de couverture de livre

Optimal Embedding Guided Negative Sample Generation for Knowledge Graph Link Prediction

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Takamoto, Makoto, Oñoro-Rubio, Daniel, Rim, Wiem Ben, Maruyama, Takashi, Kotnis, Bhushan
Format:	Preprint
Publié:	2025
Sujets:	Machine Learning Computation and Language Information Retrieval
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Location Sensitive Embedding for Knowledge Graph Reasoning
par: Banerjee, Deepak, et autres
Publié: (2023)

Block-Diagonal Orthogonal Relation and Matrix Entity for Knowledge Graph Embedding
par: Zhu, Yihua, et autres
Publié: (2024)

Multi-Faceted Continual Knowledge Graph Embedding for Semantic-Aware Link Prediction
par: Qi, Jing, et autres
Publié: (2026)

PGDA-KGQA: A Prompt-Guided Generative Framework with Multiple Data Augmentation Strategies for Knowledge Graph Question Answering
par: Zhou, Xiujun, et autres
Publié: (2025)

KGMEL: Knowledge Graph-Enhanced Multimodal Entity Linking
par: Kim, Juyeon, et autres
Publié: (2025)

Scaling Knowledge Graph Construction through Synthetic Data Generation and Distillation
par: Choubey, Prafulla Kumar, et autres
Publié: (2024)

Explainable Lane Change Prediction for Near-Crash Scenarios Using Knowledge Graph Embeddings and Retrieval Augmented Generation
par: Manzour, M., et autres
Publié: (2025)

GRASP: Generic Reasoning And SPARQL Generation across Knowledge Graphs
par: Walter, Sebastian, et autres
Publié: (2025)

CuSINeS: Curriculum-driven Structure Induced Negative Sampling for Statutory Article Retrieval
par: Santosh, T. Y. S. S, et autres
Publié: (2024)

Scalable and Effective Negative Sample Generation for Hyperedge Prediction
par: Qu, Shilin, et autres
Publié: (2024)

TagRAG: Tag-guided Hierarchical Knowledge Graph Retrieval-Augmented Generation
par: Tao, Wenbiao, et autres
Publié: (2025)

Combining Embeddings and Domain Knowledge for Job Posting Duplicate Detection
par: Engelbach, Matthias, et autres
Publié: (2024)

Link Prediction for Event Logs in the Process Industry
par: Zhukova, Anastasia, et autres
Publié: (2025)

Influence Guided Sampling for Domain Adaptation of Text Retrievers
par: Doshi, Meet, et autres
Publié: (2026)

Enhancing Link Prediction with Fuzzy Graph Attention Networks and Dynamic Negative Sampling
par: Xing, Jinming, et autres
Publié: (2024)

Behavioral Intelligence Platforms: From Event Streams to Autonomous Insight via Probabilistic Journey Graphs, Behavioral Knowledge Extraction, and Grounded Language Generation
par: Patra, Arun, et autres
Publié: (2026)

Knowledge Graph-based Retrieval-Augmented Generation for Schema Matching
par: Ma, Chuangtao, et autres
Publié: (2025)

PPoGA: Predictive Plan-on-Graph with Action for Knowledge Graph Question Answering
par: Jeon, MinGyu, et autres
Publié: (2025)

ConceptFormer: Towards Efficient Use of Knowledge-Graph Embeddings in Large Language Models
par: Barmettler, Joel, et autres
Publié: (2025)

Reasoning on Efficient Knowledge Paths:Knowledge Graph Guides Large Language Model for Domain Question Answering
par: Wang, Yuqi, et autres
Publié: (2024)

Knowledge Graph Driven Recommendation System Algorithm
par: Zhang, Chaoyang, et autres
Publié: (2023)

WeKnow-RAG: An Adaptive Approach for Retrieval-Augmented Generation Integrating Web Search and Knowledge Graphs
par: Xie, Weijian, et autres
Publié: (2024)

Applying Text Embedding Models for Efficient Analysis in Labeled Property Graphs
par: Podstawski, Michal
Publié: (2025)

Fact Finder -- Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge Graphs
par: Steinigen, Daniel, et autres
Publié: (2024)

Context Embeddings for Efficient Answer Generation in RAG
par: Rau, David, et autres
Publié: (2024)

KEO: Knowledge Extraction on OMIn via Knowledge Graphs and RAG for Safety-Critical Aviation Maintenance
par: Ai, Kuangshi, et autres
Publié: (2025)

StepChain GraphRAG: Reasoning Over Knowledge Graphs for Multi-Hop Question Answering
par: Ni, Tengjun, et autres
Publié: (2025)

Graph-Based Retriever Captures the Long Tail of Biomedical Knowledge
par: Delile, Julien, et autres
Publié: (2024)

Conversational Exploratory Search of Scholarly Publications Using Knowledge Graphs
par: Schneider, Phillip, et autres
Publié: (2024)

Contrastive Learning Using Graph Embeddings for Domain Adaptation of Language Models in the Process Industry
par: Zhukova, Anastasia, et autres
Publié: (2025)

SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context
par: Wang, Hairu, et autres
Publié: (2025)

Learning Interpretable Legal Case Retrieval via Knowledge-Guided Case Reformulation
par: Deng, Chenlong, et autres
Publié: (2024)

GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion
par: Luo, Kangyang, et autres
Publié: (2025)

RouterKGQA: Specialized--General Model Routing for Constraint-Aware Knowledge Graph Question Answering
par: Yuan, Bo, et autres
Publié: (2026)

From Unstructured to Structured: LLM-Guided Attribute Graphs for Entity Search and Ranking
par: Zhu, Yilun, et autres
Publié: (2026)

Is Architectural Complexity Overrated? Competitive and Interpretable Knowledge Graph Completion with RelatE
par: Chakraborty, Abhijit, et autres
Publié: (2025)

A Human-in-the-Loop, LLM-Centered Architecture for Knowledge-Graph Question Answering
par: Pusch, Larissa, et autres
Publié: (2026)

Zero-Shot Contextual Embeddings via Offline Synthetic Corpus Generation
par: Lippmann, Philip, et autres
Publié: (2025)

Hyper-KGGen: A Skill-Driven Knowledge Extractor for High-Quality Knowledge Hypergraph Generation
par: Huang, Rizhuo, et autres
Publié: (2026)

Rematch: Robust and Efficient Matching of Local Knowledge Graphs to Improve Structural and Semantic Similarity
par: Kachwala, Zoher, et autres
Publié: (2024)