Automated Taxonomy Construction Using Large Language Models: A Comparative Study of Fine-Tuning and Prompt Engineering

Taxonomies provide essential hierarchical structures for classifying information, enabling effective retrieval and knowledge organization in diverse domains such as e-commerce, academic research, and web search. Traditional taxonomy construction, heavily reliant on manual curation by domain experts,...

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Autori principali:	Binh Vu, Rashmi Govindraju Naik, Bao Khanh Nguyen, Sina Mehraeen, Matthias Hemmje
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	MDPI AG 2025-10-01
Serie:	Eng
Soggetti:	taxonomy construction Large Language Models (LLMs) fine-tuning prompt engineering clustering keyword extraction
Accesso online:	https://www.mdpi.com/2673-4117/6/11/283
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