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TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation

C. Xu, M. Nayyeri, F. Alkhoury, H. Yazdi, and J. Lehmann. Proceedings of the 28th International Conference on Computational Linguistics, International Committee on Computational Linguistics, (2020)
DOI: 10.18653/v1/2020.coling-main.139

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Soft marginal TransE for scholarly knowledge graph completionM. Nayyeri, S. Vahdati, J. Lehmann, and H. Yazdi. (2019)LogicENN: A neural based knowledge graphs embedding model with logical rulesM. Nayyeri, C. Xu, J. Lehmann, and H. Yazdi. (2019)Temporal knowledge Graph embedding model based on Additive Time Series decompositionC. Xu, M. Nayyeri, F. Alkhoury, H. Yazdi, and J. Lehmann. (2019)TeRo: A Time-aware Knowledge Graph Embedding via Temporal RotationC. Xu, M. Nayyeri, F. Alkhoury, H. Yazdi, and J. Lehmann. Proceedings of the 28th International Conference on Computational Linguistics, International Committee on Computational Linguistics, (2020)Temporal knowledge graph completion based on time series Gaussian embeddingC. Xu, M. Nayyeri, F. Alkhoury, H. Yazdi, and J. Lehmann. Lecture Notes in Computer Science, Springer International Publishing, Cham, (2020)Knowledge graph embeddings in geometric algebrasC. Xu, M. Nayyeri, Y. Chen, and J. Lehmann. (2020)Embedding-based recommendations on scholarly knowledge graphsM. Nayyeri, S. Vahdati, X. Zhou, H. Shariat Yazdi, and J. Lehmann. The Semantic Web, Springer International Publishing, Cham, (2020)Let the margin SlidE$\pm$ for knowledge graph embeddings via a correntropy objective functionM. Nayyeri, X. Zhou, S. Vahdati, R. Izanloo, H. Yazdi, and J. Lehmann. 2020 International Joint Conference on Neural Networks (IJCNN), IEEE, (July 2020)3D learning and reasoning in link prediction over knowledge graphsM. Nayyeri, M. Alam, J. Lehmann, and S. Vahdati. IEEE Access, (2020)Fantastic knowledge graph embeddings and how to find the right space for themM. Nayyeri, C. Xu, S. Vahdati, N. Vassilyeva, E. Sallinger, H. Yazdi, and J. Lehmann. Lecture Notes in Computer Science, Springer International Publishing, Cham, (2020)

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TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation

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TeRo: A Time-aware Knowledge Graph Embedding via Temporal Rotation