Imagen de Portada

KEO: Knowledge Extraction on OMIn via Knowledge Graphs and RAG for Safety-Critical Aviation Maintenance

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Ai, Kuangshi, Karr Jr, Jonathan A., Jiang, Meng, Chawla, Nitesh V., Wang, Chaoli
Formato:	Preprint
Publicado:	2025
Materias:	Computation and Language Information Retrieval
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

TagRAG: Tag-guided Hierarchical Knowledge Graph Retrieval-Augmented Generation
por: Tao, Wenbiao, et al.
Publicado: (2025)

StepChain GraphRAG: Reasoning Over Knowledge Graphs for Multi-Hop Question Answering
por: Ni, Tengjun, et al.
Publicado: (2025)

UltRAG: a Universal Simple Scalable Recipe for Knowledge Graph RAG
por: Georgiev, Dobrik, et al.
Publicado: (2026)

Knowledge Management for Automobile Failure Analysis Using Graph RAG
por: Ojima, Yuta, et al.
Publicado: (2024)

Is BERTopic Better than PLSA for Extracting Key Topics in Aviation Safety Reports?
por: Nanyonga, Aziida, et al.
Publicado: (2025)

WeKnow-RAG: An Adaptive Approach for Retrieval-Augmented Generation Integrating Web Search and Knowledge Graphs
por: Xie, Weijian, et al.
Publicado: (2024)

Analyzing the Influence of Knowledge Graph Information on Relation Extraction
por: Möller, Cedric, et al.
Publicado: (2025)

Knowledge-Driven Cross-Document Relation Extraction
por: Jain, Monika, et al.
Publicado: (2024)

Resisting Contextual Interference in RAG via Parametric-Knowledge Reinforcement
por: Lin, Chenyu, et al.
Publicado: (2025)

LlamaRec-LKG-RAG: A Single-Pass, Learnable Knowledge Graph-RAG Framework for LLM-Based Ranking
por: Azizi, Vahid, et al.
Publicado: (2025)

SemRAG: Semantic Knowledge-Augmented RAG for Improved Question-Answering
por: Zhong, Kezhen, et al.
Publicado: (2025)

MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot
por: Zhao, Xuejiao, et al.
Publicado: (2025)

Knowledge in Triples for LLMs: Enhancing Table QA Accuracy with Semantic Extraction
por: Sholehrasa, Hossein, et al.
Publicado: (2024)

KG-RAG: Bridging the Gap Between Knowledge and Creativity
por: Sanmartin, Diego
Publicado: (2024)

GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion
por: Luo, Kangyang, et al.
Publicado: (2025)

Location Sensitive Embedding for Knowledge Graph Reasoning
por: Banerjee, Deepak, et al.
Publicado: (2023)

Knowledge Graph Driven Recommendation System Algorithm
por: Zhang, Chaoyang, et al.
Publicado: (2023)

A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal
por: Liang, Ke, et al.
Publicado: (2022)

MultiRAG: A Knowledge-guided Framework for Mitigating Hallucination in Multi-source Retrieval Augmented Generation
por: Wu, Wenlong, et al.
Publicado: (2025)

Question-Answer Extraction from Scientific Articles Using Knowledge Graphs and Large Language Models
por: Azarbonyad, Hosein, et al.
Publicado: (2025)

Ontology-Based Knowledge Graph Framework for Industrial Standard Documents via Hierarchical and Propositional Structuring
por: Park, Jiin, et al.
Publicado: (2025)

RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration
por: Yu, Hong Qing, et al.
Publicado: (2025)

Graph-Based Retriever Captures the Long Tail of Biomedical Knowledge
por: Delile, Julien, et al.
Publicado: (2024)

Conversational Exploratory Search of Scholarly Publications Using Knowledge Graphs
por: Schneider, Phillip, et al.
Publicado: (2024)

S-Path-RAG: Semantic-Aware Shortest-Path Retrieval Augmented Generation for Multi-Hop Knowledge Graph Question Answering
por: Fu, Rong, et al.
Publicado: (2026)

Reasoning on Efficient Knowledge Paths:Knowledge Graph Guides Large Language Model for Domain Question Answering
por: Wang, Yuqi, et al.
Publicado: (2024)

CoRe-MMRAG: Cross-Source Knowledge Reconciliation for Multimodal RAG
por: Tian, Yang, et al.
Publicado: (2025)

DynaRAG: Bridging Static and Dynamic Knowledge in Retrieval-Augmented Generation
por: Liang, Penghao, et al.
Publicado: (2026)

GroupRAG: Cognitively Inspired Group-Aware Retrieval and Reasoning via Knowledge-Driven Problem Structuring
por: Duan, Xinyi, et al.
Publicado: (2026)

Core-based Hierarchies for Efficient GraphRAG
por: Hossain, Jakir, et al.
Publicado: (2026)

Scaling Knowledge Graph Construction through Synthetic Data Generation and Distillation
por: Choubey, Prafulla Kumar, et al.
Publicado: (2024)

Block-Diagonal Orthogonal Relation and Matrix Entity for Knowledge Graph Embedding
por: Zhu, Yihua, et al.
Publicado: (2024)

DBAIOps: A Reasoning LLM-Enhanced Database Operation and Maintenance System using Knowledge Graphs
por: Zhou, Wei, et al.
Publicado: (2025)

The Great Nugget Recall: Automating Fact Extraction and RAG Evaluation with Large Language Models
por: Pradeep, Ronak, et al.
Publicado: (2025)

EcphoryRAG: Re-Imagining Knowledge-Graph RAG via Human Associative Memory
por: Liao, Zirui
Publicado: (2025)

Is Architectural Complexity Overrated? Competitive and Interpretable Knowledge Graph Completion with RelatE
por: Chakraborty, Abhijit, et al.
Publicado: (2025)

A Human-in-the-Loop, LLM-Centered Architecture for Knowledge-Graph Question Answering
por: Pusch, Larissa, et al.
Publicado: (2026)

HugRAG: Hierarchical Causal Knowledge Graph Design for RAG
por: Wang, Nengbo, et al.
Publicado: (2026)

MegaRAG: Multimodal Knowledge Graph-Based Retrieval Augmented Generation
por: Hsiao, Chi-Hsiang, et al.
Publicado: (2025)

ReMindRAG: Low-Cost LLM-Guided Knowledge Graph Traversal for Efficient RAG
por: Hu, Yikuan, et al.
Publicado: (2025)