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1How do Scaling Laws Apply to Knowledge Graph Engineering Tasks? The Impact of Model Size on Large Language Model Performance
D. Heim, L. Meyer, M. Schröder, J. Frey, and A. Dengel. (2025)to appear in the proceedings of workshop ELMKE @ ESWC 2025.
24 days ago by @aksw
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1Advancing Digital Transformation in Material Science: The Role of Workflows Within the MaterialDigital Initiative
S. Bekemeier, C. Caldeira Rêgo, H. Mai, U. Saikia, O. Waseda, M. Apel, F. Arendt, A. Aschemann, B. Bayerlein, R. Courant and 28 other author(s). Advanced Engineering Materials, (January 2025)
24 days ago by @aksw
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1KupferDigital: Ontology‐Based Digital Representation for the Copper Life Cycle
M. Eisenbart, T. Hanke, F. Bauer, H. Beygi Nasrabadi, K. Junghanns, G. Dziwis, L. Tikana, A. Parvez, K. van den Boogaart, M. Sajjad and 9 other author(s). Advanced Engineering Materials, (March 2025)
24 days ago by @aksw
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1StahlDigital: Ontology‐Based Workflows for the Steel Industry
F. Roters, A. Aslam, Y. Bai, M. Büschelberger, K. Bulert, A. Butz, T. Hickel, T. Jogi, S. Klitschke, M. Martin and 9 other author(s). Advanced Engineering Materials, (February 2025)
24 days ago by @aksw
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2LLM-KG-Bench 3.0: A Compass for SemanticTechnology Capabilities in the Ocean of LLMs
L. Meyer, J. Frey, D. Heim, F. Brei, C. Stadler, K. Junghanns, and M. Martin. (2025)to appear in ESWC25 Resource Track Proceedings.
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1Queryfy: from knowledge graphs to questions using open Large Language Models: Enabling finetuning by question generation on given knowledge
F. Brei, L. Meyer, and M. Martin. it - Information Technology, (March 2025)
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1Ontolearn—A Framework for Large-scale OWL Class Expression Learning in Python
C. Demir, A. Baci, N. Kouagou, L. Sieger, S. Heindorf, S. Bin, L. Blübaum, A. Bigerl, and A. Ngomo. Journal of Machine Learning Research, (2025)
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1Concepts for a Semantically Accessible Materials Data Space: Overview over Specific Implementations in Materials Science
B. Bayerlein, J. Waitelonis, H. Birkholz, M. Jung, M. Schilling, P. v. Hartrott, M. Bruns, J. Schaarschmidt, K. Beilke, M. Mutz and 35 other author(s). Advanced Engineering Materials, (December 2024)
24 days ago by @aksw
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1FAIR Data Publishing with Apache Maven
C. Stadler, L. Bühmann, and S. Bin. Proceedings of the Fourth Workshop on Metadata and Research (objects) Management for Linked Open Science - DaMaLOS 2024 co-located with Extended Semantic Web Conference (ESWC), Hersonissos, Greece, PUBLISSO, (May 2024)
24 days ago by @aksw
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2KGCW2024 Challenge Report: RDFProcessingToolkit
C. Stadler, and S. Bin. Proceedings of the 5th International Workshop on Knowledge Graph Construction co-located with 21th Extended Semantic Web Conference (ESWC 2024), volume 3718 of CEUR Workshop Proceedings, Hersonissos, Greece, (May 2024)
24 days ago by @aksw
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1Getting practical with GeoSPARQL and Apache Jena
S. Bin, C. Stadler, L. Bühmann, and M. Martin. Proceedings of the 6th International Workshop on Geospatial Linked Data 2024 co-located with 21st Extended Semantic Web Conference (ESWC 2024), volume 3743 of CEUR Workshop Proceedings, Hersonissos, Greece, (May 2024)
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1Dynamic Representations of Global Crises: A Temporal Knowledge Graph For Conflicts, Trade and Value Networks
J. Gastinger, T. Sztyler, N. Steinert, S. Gründer-Fahrer, M. Martin, A. Schuelke, and H. Stuckenschmidt. The Third Learning on Graphs Conference, (2024)
24 days ago by @aksw
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2Assessing SPARQL capabilities of Large Language Models
L. Meyer, J. Frey, F. Brei, and N. Arndt. Proceedings of the 3rd International Workshop on Natural Language Processing for Knowledge Graph Creation co-located with 20th International Conference on Semantic Systems (SEMANTiCS 2024), volume 3874 of CEUR Workshop Proceedings, page 35-53. (2024)
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1Towards a Regional Public Dashboard for Crisis andResilience Management
F. Kılıç, T. Grabo, J. Lücke, N. Radtke, C. Danne, S. Gründer-Fahrer, and M. Martin. Proceedings of the Third International Workshop on Linked Data-driven Resilience Research 2024 (D2R2'24), colocated with ESWC 2024, volume 3707 of CEUR-WS, (2024)
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1Assessing the Evolution of LLM Capabilities for Knowledge Graph Engineering in 2023
J. Frey, L. Meyer, F. Brei, S. Gründer-Fahrer, and M. Martin. The Semantic Web: ESWC 2024 Satellite Events, volume 15344 of Lecture Notes in Computer Science, page 51--60. Springer Nature Switzerland, (2025)
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4Leveraging small language models for Text2SPARQL tasks to improve the resilience of AI assistance
F. Brei, J. Frey, and L. Meyer. Proceedings of the Third International Workshop on Linked Data-driven Resilience Research 2024 (D2R2'24), colocated with ESWC 2024, volume 3707 of CEUR Workshop Proceedings, (2024)
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2NatUKE: A Benchmark for Natural Product Knowledge Extraction from Academic Literature
P. Do Carmo, E. Marx, R. Marcacini, M. Valli, J. Silva e Silva, and A. Pilon. 2023 IEEE 17th International Conference on Semantic Computing (ICSC), page 199-203. (2023)
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2Assessing Bias on Entity Retrieval Models through Conjunctive Fallacies
E. Marx. 2023 IEEE 17th International Conference on Semantic Computing (ICSC), page 260-261. (2023)
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1Leveraging ChatGPT API for Enhanced Data Preprocessing in NatUKE
P. Fröhlich, J. Gwozdz, and M. Jooß. Joint Proceedings of the Second International Workshop on Knowledge Graph Generation From Text and the First International BiKE Challenge co-located with 20th Extended Semantic Conference (ESWC 2023), (2023)
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1Improving Natural Product Automatic Extraction With Named Entity Recognition
S. Schmidt-Dichte, and I. Mócsy. Joint Proceedings of the Second International Workshop on Knowledge Graph Generation From Text and the First International BiKE Challenge co-located with 20th Extended Semantic Conference (ESWC 2023), (2023)
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BibSonomy

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1How do Scaling Laws Apply to Knowledge Graph Engineering Tasks? The Impact of Model Size on Large Language Model Performance

1Advancing Digital Transformation in Material Science: The Role of Workflows Within the MaterialDigital Initiative

1KupferDigital: Ontology‐Based Digital Representation for the Copper Life Cycle

1StahlDigital: Ontology‐Based Workflows for the Steel Industry

2LLM-KG-Bench 3.0: A Compass for SemanticTechnology Capabilities in the Ocean of LLMs

1Queryfy: from knowledge graphs to questions using open Large Language Models: Enabling finetuning by question generation on given knowledge

1Ontolearn—A Framework for Large-scale OWL Class Expression Learning in Python

1Concepts for a Semantically Accessible Materials Data Space: Overview over Specific Implementations in Materials Science

1FAIR Data Publishing with Apache Maven

2KGCW2024 Challenge Report: RDFProcessingToolkit

1Getting practical with GeoSPARQL and Apache Jena

1Dynamic Representations of Global Crises: A Temporal Knowledge Graph For Conflicts, Trade and Value Networks

2Assessing SPARQL capabilities of Large Language Models

1Towards a Regional Public Dashboard for Crisis andResilience Management

1Assessing the Evolution of LLM Capabilities for Knowledge Graph Engineering in 2023

4Leveraging small language models for Text2SPARQL tasks to improve the resilience of AI assistance

2NatUKE: A Benchmark for Natural Product Knowledge Extraction from Academic Literature

2Assessing Bias on Entity Retrieval Models through Conjunctive Fallacies

1Leveraging ChatGPT API for Enhanced Data Preprocessing in NatUKE

1Improving Natural Product Automatic Extraction With Named Entity Recognition

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