Image de couverture de livre

BLINKG: A Benchmark for LLM-Integrated Knowledge Graph Generation

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Castedo, Carla, Iglesias, Enrique, Lama, Manuel, Bugarin-Diz, Alberto, Vidal, Maria-Esther, Chaves-Fraga, David
Format:	Preprint
Publié:	2026
Sujets:	Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Semantic Web: Past, Present, and Future (with Machine Learning on Knowledge Graphs and Language Models on Knowledge Graphs)
par: Scherp, Ansgar, et autres
Publié: (2024)

Gradual Drift Detection in Process Models Using Conformance Metrics
par: Gallego-Fontenla, Victor, et autres
Publié: (2022)

From Superficial to Deep: Integrating External Knowledge for Follow-up Question Generation Using Knowledge Graph and LLM
par: Liu, Jianyu, et autres
Publié: (2025)

Improving Cardiac Risk Prediction Using Data Generation Techniques
par: Cabodevila, Alexandre, et autres
Publié: (2025)

Leveraging LLM for Automated Ontology Extraction and Knowledge Graph Generation
par: Abolhasani, Mohammad Sadeq, et autres
Publié: (2024)

Explaining Bayesian Networks in Natural Language using Factor Arguments. Evaluation in the medical domain
par: Sevilla, Jaime, et autres
Publié: (2024)

GKG-LLM: A Unified Framework for Generalized Knowledge Graph Construction
par: Zhang, Jian, et autres
Publié: (2025)

MEDMKG: Benchmarking Medical Knowledge Exploitation with Multimodal Knowledge Graph
par: Wang, Xiaochen, et autres
Publié: (2025)

Leveraging Ontologies to Document Bias in Data
par: Russo, Mayra, et autres
Publié: (2024)

Domain and Range Aware Synthetic Negatives Generation for Knowledge Graph Embedding Models
par: Bernardi, Alberto, et autres
Publié: (2024)

DeclareAligner: A Leap Towards Efficient Optimal Alignments for Declarative Process Model Conformance Checking
par: Casas-Ramos, Jacobo, et autres
Publié: (2025)

Empowering GraphRAG with Knowledge Filtering and Integration
par: Guo, Kai, et autres
Publié: (2025)

Integrating Activity Predictions in Knowledge Graphs
par: Hare, Forrest, et autres
Publié: (2025)

KG-LLM-Bench: A Scalable Benchmark for Evaluating LLM Reasoning on Textualized Knowledge Graphs
par: Markowitz, Elan, et autres
Publié: (2025)

An Enhanced Prompt-Based LLM Reasoning Scheme via Knowledge Graph-Integrated Collaboration
par: Li, Yihao, et autres
Publié: (2024)

Entropy-Constrained Strategy Optimization in Urban Floods: A Multi-Agent Framework with LLM and Knowledge Graph Integration
par: Ji, Peilin, et autres
Publié: (2025)

KGpipe: Generation and Evaluation of Pipelines for Data Integration into Knowledge Graphs
par: Hofer, Marvin, et autres
Publié: (2025)

LLM-Driven Ontology Construction for Enterprise Knowledge Graphs
par: Oyewale, Abdulsobur, et autres
Publié: (2026)

LLM-Powered Knowledge Graphs for Enterprise Intelligence and Analytics
par: Kumar, Rajeev, et autres
Publié: (2025)

Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering
par: Xu, Yao, et autres
Publié: (2024)

Benchmarking Fairness-aware Graph Neural Networks in Knowledge Graphs
par: Sasaki, Yuya
Publié: (2025)

Enhancing Metacognitive AI: Knowledge-Graph Population with Graph-Theoretic LLM Enrichment
par: Askin, Deniz, et autres
Publié: (2026)

Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs
par: Abdallah, Hussein, et autres
Publié: (2026)

Autoregressive Models for Knowledge Graph Generation
par: Thanapalasingam, Thiviyan, et autres
Publié: (2026)

The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing
par: Li, Muzhi, et autres
Publié: (2024)

Dialogue Benchmark Generation from Knowledge Graphs with Cost-Effective Retrieval-Augmented LLMs
par: Omar, Reham, et autres
Publié: (2025)

Reinforcement Learning Approach for Integrating Compressed Contexts into Knowledge Graphs
par: Quach, Ngoc, et autres
Publié: (2024)

Knowledge Graph Representations for LLM-Based Policy Compliance Reasoning
par: Baldwin, Wilder, et autres
Publié: (2026)

AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents
par: Anokhin, Petr, et autres
Publié: (2024)

Graph-Augmented Reasoning: Evolving Step-by-Step Knowledge Graph Retrieval for LLM Reasoning
par: Wu, Wenjie, et autres
Publié: (2025)

LLM-WikiRace Benchmark: How Far Can LLMs Plan over Real-World Knowledge Graphs?
par: Ziomek, Juliusz, et autres
Publié: (2026)

OKBench: Democratizing LLM Evaluation with Fully Automated, On-Demand, Open Knowledge Benchmarking
par: Li, Yanhong, et autres
Publié: (2025)

What Breaks Knowledge Graph based RAG? Benchmarking and Empirical Insights into Reasoning under Incomplete Knowledge
par: Zhou, Dongzhuoran, et autres
Publié: (2025)

The Compressive Knowledge Graph Hypothesis: Which Graph Facts Matter for Scientific Hypothesis Generation?
par: Sourav, Shashwat, et autres
Publié: (2026)

LLM-driven Effective Knowledge Tracing by Integrating Dual-channel Difficulty
par: Cen, Jiahui, et autres
Publié: (2025)

Panning for Gold: Expanding Domain-Specific Knowledge Graphs with General Knowledge
par: Zhao, Runhao, et autres
Publié: (2026)

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning
par: Yang, Hanqing, et autres
Publié: (2025)

KGQuest: Template-Driven QA Generation from Knowledge Graphs with LLM-Based Refinement
par: Nayab, Sania, et autres
Publié: (2025)

Semantic-KG: Using Knowledge Graphs to Construct Benchmarks for Measuring Semantic Similarity
par: Wei, Qiyao, et autres
Publié: (2025)

AGENTiGraph: An Interactive Knowledge Graph Platform for LLM-based Chatbots Utilizing Private Data
par: Zhao, Xinjie, et autres
Publié: (2024)