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Domain-Specific Ontology Construction and LLMs Fine-tuning for Procurement Knowledge

This paper presents a novel semi-automated approach for creating high-quality datasets through ontology-guided knowledge extraction for domain-specific large language model fine-tuning. We address the challenge of sparse knowledge graphs (KG) generated from traditional triplet extraction methods by...

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Autors principals: Vitalii Shevchuk, Daniel Hernandez De Leon, Oleksandr Kondratiuk, Vishwaas Narasinh
Format: Artigo
Idioma:Inglês
Publicat: IJMADA 2026-04-01
Col·lecció:International Journal of Management and Data Analytics
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Accés en línia:https://ijmada.com/index.php/ijmada/article/view/128
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