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Title:FoodSEM : large language model specialized in food named-entity linking
Authors:ID Gjorgjevikj, Ana, Institut "Jožef Stefan" (Author)
ID Martinc, Matej, Institut "Jožef Stefan" (Author)
ID Cenikj, Gjorgjina, Institut "Jožef Stefan" (Author)
ID Džeroski, Sašo, Institut "Jožef Stefan" (Author)
ID Koroušić-Seljak, Barbara, Institut "Jožef Stefan" (Author)
ID Eftimov, Tome, Institut "Jožef Stefan" (Author)
Files:.pdf PDF - Presentation file. (60,01 KB, This file will be accessible after 05.10.2026)
MD5: 579965C8C8935E3CE1EB274B202625C0
 
Language:English
Typology:1.08 - Published Scientific Conference Contribution
Organization:Logo IJS - Jožef Stefan Institute
Keywords:large language models, food ontology, food data, named-entity linking
Publication status:Published
Publication version:Author Accepted Manuscript
Publication date:05.10.2025
Publisher:Springer
Year of publishing:2026
Number of pages:Str. 395-410
Source:Švica
PID:20.500.12556/DiRROS-23782 New window
UDC:004.8
COBISS.SI-ID:251419651 New window
Copyright:© The Author(s), under exclusive license to Springer Nature Switzerland AG 2026 S. Džeroski et al. (Eds.): DS 2025, LNAI 16090, pp. 395–410, 2026.
Note:Nasl. z nasl. zaslona; Soavtorji: Matej Martinc, Gjorgjina Cenikj, Sašo Džeroski, Barbara Koroušić-Seljak, Tome Eftimov; Opis vira z dne 2. 10. 2025;
Publication date in DiRROS:02.10.2025
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Record is a part of a monograph

Title:Discovery Science : 28th International Conference, DS 2025
Editors:Sašo Džeroski, Jurica Levatić, Gianvito Pio, Nikola Simidjievski
Place of publishing:Cham
Publisher:Springer Nature Switzerland
ISBN:978-3-032-05461-6
COBISS.SI-ID:251412227 New window
Collection title:Lecture notes in computer science (Internet)
Collection numbering:16090
Collection ISSN:1611-3349

Document is financed by a project

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:P2-0098
Name:Računalniške strukture in sistemi

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:P2-0103
Name:Tehnologije znanja

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:GC-0001
Name:Umetna inteligenca za znanost

Funder:EC - European Commission
Funding programme:HE
Project number:101187010
Name:Leveraging Benchmarking Data for Automated Machine Learning and Optimization
Acronym:AutoLearn-SI

Funder:EC - European Commission
Funding programme:HE
Project number:101211695
Name:AutoLLMSelect: Framework for Robust and Explainable Automated Large Language Model Selection
Acronym:AutoLLMSelect

Funder:EC - European Commission
Funding programme:HE
Project number:101060712
Name:European integration of new technologies and social-economic solutions for increasing consumer trust and engagement in seafood products
Acronym:FishEUTrust

Funder:EC - European Commission
Funding programme:HE
Project number:101198470
Name:Large Language Models for the European Union
Acronym:LLMs4EU

Secondary language

Language:Slovenian
Title:FoodSEM: large language model specialized in food named-entity linking
Keywords:veliki jezikovni modeli, podatki o hrani


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