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How do Scaling Laws Apply to Knowledge Graph Engineering Tasks? The Impact of Model Size on Large Language Model Performance

Desiree Heim, Lars-Peter Meyer, Markus Schröder 0001, Johannes Frey, Andreas Dengel 0001. How do Scaling Laws Apply to Knowledge Graph Engineering Tasks? The Impact of Model Size on Large Language Model Performance. In Marta Sabou, Andreas Harth, Pasquale Lisena, Edward Curry, Bohui Zhang, Reham Alharbi, Yuan He, Georg Rehm, Sonja Schimmler, Stefan Dietze, Natalia Manola, Nicoletta Fornara, Víctor Rodríguez-Doncel, John Domingue, Achim Rettinger, Damian Trilling, Marko Grobelnik, Claudia d'Amato, Valeria Fionda, Ilaria Tiddi, Gabriele Tolomei, editors, Joint Proceedings of the ESWC 2025 Workshops and Tutorials co-located with 22nd Extended Semantic Web Conference (ESWC 2025), Portorož, Slovenia, June 1-2, 2025. Volume 3977 of CEUR Workshop Proceedings, CEUR-WS.org, 2025. [doi]

Authors

Desiree Heim

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Lars-Peter Meyer

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Markus Schröder 0001

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Johannes Frey

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Andreas Dengel 0001

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