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Title:Semi-automatic hierarchical taxonomy creation from existing taxonomies with large language models
Authors:ID Motamedi Mohammadabadi, Elham, Institut "Jožef Stefan" (Author)
ID Novalija, Inna, Institut "Jožef Stefan" (Author)
ID Rei, Luis, Institut "Jožef Stefan" (Author)
Files:URL URL - Source URL, visit https://link.springer.com/article/10.1007/s12599-025-00982-y
 
.pdf PDF - Presentation file, download (1,59 MB)
MD5: D0A4B1D30E87EFAB448E8EE97FCEE431
Description: Code, prompt templates, input, and outputs are publicly available at: https://github.com/elmotamedi/TaxoRefine.
 
Language:English
Typology:1.01 - Original Scientific Article
Organization:Logo IJS - Jožef Stefan Institute
Keywords:taxonomy design, conceptual modeling, large language models, patents
Publication status:Published
Publication version:Version of Record
Submitted for review:25.01.2025
Article acceptance date:17.11.2025
Publication date:07.01.2026
Publisher:Springer Nature
Year of publishing:2026
Number of pages:1-23 str.
Numbering:Vol. , [article no.] ǂ
Source:Nemčija
PID:20.500.12556/DiRROS-25644 New window
UDC:004.8
ISSN on article:1867-0202
DOI:10.1007/s12599-025-00982-y New window
COBISS.SI-ID:265643779 New window
Copyright:© The Author(s) 2026.
Note:Nasl. z nasl. zaslona; Opis vira z dne 22. 1. 2026;
Publication date in DiRROS:26.01.2026
Views:235
Downloads:112
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Record is a part of a journal

Title:Business & information systems engineering
Publisher:Gabler
ISSN:1867-0202
COBISS.SI-ID:20211430 New window

Document is financed by a project

Funder:EC - European Commission
Project number:101070284
Name:Enabling Data Enrichment Pipelines for AI-driven Business Products and Services
Acronym:enRichMyData

Funder:EC - European Commission
Project number:101189771
Name:Compliance by design of data/AI operations and pipelines
Acronym:DataPACT

Licences

License:CC BY 4.0, Creative Commons Attribution 4.0 International
Link:http://creativecommons.org/licenses/by/4.0/
Description:This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.
Licensing start date:07.01.2026
Applies to:VoR

Secondary language

Language:Slovenian
Keywords:modeliranje, taksonomska zasnova, veliki jezikovni modeli


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