Knowledge Graph Completion via Subgraph Topology Augmentation

Author:

Huang Huafei,Ding Feng,Zhang Fengyi,Wang Yingbo,Peng Ciyuan,Shehzad Ahsan,Lei Qihang,Cong Lili,Yu Shuo

Publisher

Springer Nature Singapore

Reference29 articles.

1. Balažević, I., Allen, C., Hospedales, T.M.: Hypernetwork knowledge graph embeddings. In: International Conference on Artificial Neural Networks, pp. 553–565 (2019)

2. Bordes, A., Usunier, N., García-Durán, A., Weston, J., Yakhnenko, O.: Translating embeddings for modeling multi-relational data. In: Advances in Neural Information Processing Systems, pp. 2787–2795 (2013)

3. Chung, J., Gulcehre, C., Cho, K., Bengio, Y.: Empirical evaluation of gated recurrent neural networks on sequence modeling. arXiv preprint arXiv:1412.3555 (2014)

4. Das, R., et al.: Knowledge base question answering by case-based reasoning over subgraphs. In: International Conference on Machine Learning, pp. 4777–4793 (2022)

5. Dettmers, T., Minervini, P., Stenetorp, P., Riedel, S.: Convolutional 2D knowledge graph embeddings. In: Proceedings of the AAAI Conference on Artificial Intelligence (2018)

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