Knowledge Graph Embedding via Relation Paths and Dynamic Mapping Matrix

Author:

Xiong Shengwu,Huang Weitao,Duan Pengfei

Publisher

Springer International Publishing

Reference20 articles.

1. Lin, Y., Liu, Z., Luan, H., Sun, M., Rao, S., Liu, S.: Modeling relation paths for representation learning of knowledge graphs. In: The Conference on Empirical Methods in Natural Language Processing (EMNLP 2015) (2015)

2. Bordes, A., Glorot, X., Weston, J., et al.: Joint learning of words and meaning representations for open-text semantic parsing. In: AISTATS 2012, vol. 22, pp. 127–135 (2012)

3. Bordes, A., Usunier, N., Garcia-Duran, A., et al.: Translating embeddings for modeling multi-relational data. In: Advances in Neural Information Processing Systems, pp. 2787–2795 (2013)

4. Bengio, Y., Courville, A., Vincent, P.: Representation learning: a review and new perspectives. IEEE Trans. Pattern Anal. Mach. Intell. 35(8), 1798–1828 (2013)

5. Xie, R., Liu, Z., Jia, J., et al.: Representation learning of knowledge graphs with entity descriptions. In: AAAI 2016, pp. 2659–2665 (2016)

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