Benchmarking Ontology Validation Capabilities of LLMs

Stefani Tsaneva; Guntur Budi Herwanto; Marta  Sabou

Benchmarking Ontology Validation Capabilities of LLMs

Stefani Tsaneva^*
, Guntur Budi Herwanto
, Marta Sabou

^*Korrespondierende*r Autor*in für diese Arbeit

Data, Process and Knowledge Management (Sabou)

Publikation: Beitrag in Buch/Konferenzband › Beitrag in Konferenzband

Originalsprache	Englisch
Titel des Sammelwerks	Proceedings of the Special Session on Harmonising Generative AI and Semantic Web Technologies (HGAIS 2024) co-located with the 23rd International Semantic Web Conference (ISWC 2024)
Untertitel des Sammelwerks	Baltimore, Maryland, November 13, 2024
Herausgeber*innen	Reham Alharbi, Jacopo de Berardinis, Paul Groth, Albert Meroño Peñuela, Elena Simperl, Valentina Tamma
Verlag	CEUR Workshop Proceedings
Publikationsstatus	Veröffentlicht - 2025
Veranstaltung	The 23rd International Semantic Web Conference 2024 - Baltimore, USA/Vereinigte Staaten Dauer: 11 Nov. 2024 → 15 Nov. 2024 Konferenznummer: 23 https://iswc2024.semanticweb.org/event/3715c6fc-e2d7-47eb-8c01-5fe4ac589a52/summary

Publikationsreihe

Reihe	CEUR Workshop Proceedings
Band	3953
ISSN	1613-0073

Konferenz

Konferenz	The 23rd International Semantic Web Conference 2024
Kurztitel	ISWC 2024
Land/Gebiet	USA/Vereinigte Staaten
Ort	Baltimore
Zeitraum	11/11/24 → 15/11/24
Internetadresse	https://iswc2024.semanticweb.org/event/3715c6fc-e2d7-47eb-8c01-5fe4ac589a52/summary

Zugriff auf Dokument

https://ceur-ws.org/Vol-3953/Lizenz: CC BY

BILAI: Bilateral AI Clusters of Excellence (COE)
Polleres, A. (Projektleitung), Disselbacher-Kollmann, K. (Kontaktperson für administrative Abwicklung), Kirrane, S. (Forscher*in), Ekaputra, F. J. (Forscher*in), Sabou, M. (Forscher*in), Wlömert, N. (Forscher*in), Hornik, K. (Forscher*in), Akaichi, I. (Forscher*in), Dobriy, D. (Forscher*in), Ekaputra, F. J. (Forscher*in), Ferranti, N. (Forscher*in), Grünsteidl, M. N. (Forscher*in), Maly, J. (Forscher*in), Prock, A. (Forscher*in), Vazquez, M. (Forscher*in), Wyk, D. (Kontaktperson für administrative Abwicklung), Nair, V. (Forscher*in), Kook, L. (Forscher*in), Kiesling, E. (Forscher*in), Rincon-Yanez, D. (Forscher*in), Bauer, F. (Forscher*in) & Mudugamuwa Hewage, M. H. (Forscher*in)
1/10/24 → 30/09/29
Projekt: Forschungsförderung

Zitat

Tsaneva, S., Herwanto, G. B., & Sabou, M. (2025). Benchmarking Ontology Validation Capabilities of LLMs. in R. Alharbi, J. de Berardinis, P. Groth, A. Meroño Peñuela, E. Simperl, & V. Tamma (Hrsg.), Proceedings of the Special Session on Harmonising Generative AI and Semantic Web Technologies (HGAIS 2024) co-located with the 23rd International Semantic Web Conference (ISWC 2024): Baltimore, Maryland, November 13, 2024 CEUR Workshop Proceedings. https://ceur-ws.org/Vol-3953/

Tsaneva, Stefani ; Herwanto, Guntur Budi ; Sabou, Marta . / Benchmarking Ontology Validation Capabilities of LLMs. Proceedings of the Special Session on Harmonising Generative AI and Semantic Web Technologies (HGAIS 2024) co-located with the 23rd International Semantic Web Conference (ISWC 2024): Baltimore, Maryland, November 13, 2024. Hrsg. / Reham Alharbi ; Jacopo de Berardinis ; Paul Groth ; Albert Meroño Peñuela ; Elena Simperl ; Valentina Tamma. CEUR Workshop Proceedings, 2025. (CEUR Workshop Proceedings, Band 3953).

@inproceedings{330a72a9dfae41739e40010933c0e0c7,

title = "Benchmarking Ontology Validation Capabilities of LLMs",

author = "Stefani Tsaneva and Herwanto, \{Guntur Budi\} and Marta Sabou",

year = "2025",

language = "English",

series = "CEUR Workshop Proceedings",

publisher = "CEUR Workshop Proceedings",

editor = "Reham Alharbi and \{de Berardinis\}, Jacopo and Paul Groth and \{Mero{\~n}o Pe{\~n}uela\}, Albert and Elena Simperl and Valentina Tamma",

booktitle = "Proceedings of the Special Session on Harmonising Generative AI and Semantic Web Technologies (HGAIS 2024) co-located with the 23rd International Semantic Web Conference (ISWC 2024)",

note = "The 23rd International Semantic Web Conference 2024, ISWC 2024 ; Conference date: 11-11-2024 Through 15-11-2024",

url = "https://iswc2024.semanticweb.org/event/3715c6fc-e2d7-47eb-8c01-5fe4ac589a52/summary",

}

Tsaneva, S , Herwanto, GB & Sabou, M 2025, Benchmarking Ontology Validation Capabilities of LLMs. in R Alharbi, J de Berardinis, P Groth, A Meroño Peñuela, E Simperl & V Tamma (Hrsg.), Proceedings of the Special Session on Harmonising Generative AI and Semantic Web Technologies (HGAIS 2024) co-located with the 23rd International Semantic Web Conference (ISWC 2024): Baltimore, Maryland, November 13, 2024. CEUR Workshop Proceedings, CEUR Workshop Proceedings, Bd. 3953, The 23rd International Semantic Web Conference 2024, Baltimore, USA/Vereinigte Staaten, 11/11/24. <https://ceur-ws.org/Vol-3953/>

Benchmarking Ontology Validation Capabilities of LLMs. / Tsaneva, Stefani ; Herwanto, Guntur Budi ; Sabou, Marta .
Proceedings of the Special Session on Harmonising Generative AI and Semantic Web Technologies (HGAIS 2024) co-located with the 23rd International Semantic Web Conference (ISWC 2024): Baltimore, Maryland, November 13, 2024. Hrsg. / Reham Alharbi; Jacopo de Berardinis; Paul Groth; Albert Meroño Peñuela; Elena Simperl; Valentina Tamma. CEUR Workshop Proceedings, 2025. (CEUR Workshop Proceedings, Band 3953).

Publikation: Beitrag in Buch/Konferenzband › Beitrag in Konferenzband

TY - GEN

T1 - Benchmarking Ontology Validation Capabilities of LLMs

AU - Tsaneva, Stefani

AU - Herwanto, Guntur Budi

AU - Sabou, Marta

N1 - Conference code: 23

PY - 2025

Y1 - 2025

M3 - Contribution to conference proceedings

T3 - CEUR Workshop Proceedings

BT - Proceedings of the Special Session on Harmonising Generative AI and Semantic Web Technologies (HGAIS 2024) co-located with the 23rd International Semantic Web Conference (ISWC 2024)

A2 - Alharbi, Reham

A2 - de Berardinis, Jacopo

A2 - Groth, Paul

A2 - Meroño Peñuela, Albert

A2 - Simperl, Elena

A2 - Tamma, Valentina

PB - CEUR Workshop Proceedings

T2 - The 23rd International Semantic Web Conference 2024

Y2 - 11 November 2024 through 15 November 2024

ER -

Tsaneva S , Herwanto GB , Sabou M. Benchmarking Ontology Validation Capabilities of LLMs. in Alharbi R, de Berardinis J, Groth P, Meroño Peñuela A, Simperl E, Tamma V, Hrsg., Proceedings of the Special Session on Harmonising Generative AI and Semantic Web Technologies (HGAIS 2024) co-located with the 23rd International Semantic Web Conference (ISWC 2024): Baltimore, Maryland, November 13, 2024. CEUR Workshop Proceedings. 2025. (CEUR Workshop Proceedings, Band 3953).

Benchmarking Ontology Validation Capabilities of LLMs

Publikationsreihe

Konferenz

Zugriff auf Dokument

Projekte

BILAI: Bilateral AI Clusters of Excellence (COE)

Zitat