Publication: Towards the Web of Embeddings: Integrating multiple knowledge graph embedding spaces with FedCoder
Towards the Web of Embeddings: Integrating multiple knowledge graph embedding spaces with FedCoder
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Baumgartner, M., Dell’Aglio, D., Paulheim, H., & Bernstein, A. (2023). Towards the Web of Embeddings: Integrating multiple knowledge graph embedding spaces with FedCoder. Journal of Web Semantics, 75, 100741. https://doi.org/10.1016/j.websem.2022.100741
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The Semantic Web is distributed yet interoperable: Distributed since resources are created and published by a variety of producers, tailored to their specific needs and knowledge; Interoperable as entities are linked across resources, allowing to use resources from different providers in concord. Complementary to the explicit usage of Semantic Web resources, embedding methods made them applicable to machine learning tasks. Subsequently, embedding models for numerous tasks and structures have been developed, and embedding spaces for va
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- Baumgartner, Matthias
- Dell’Aglio, Daniele
- Paulheim, Heiko
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Citations
Baumgartner, M., Dell’Aglio, D., Paulheim, H., & Bernstein, A. (2023). Towards the Web of Embeddings: Integrating multiple knowledge graph embedding spaces with FedCoder. Journal of Web Semantics, 75, 100741. https://doi.org/10.1016/j.websem.2022.100741
