1. Knowledge Graph Embedding: A Survey of Approaches and Applications
2. Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duranl, Jason Weston, Oksana Yakhnenko. 2013. Translating embeddings for modeling multi-relational data. Proceedings of the 26th International Conference on Neural Information Processing Systems - Volume2. Curran Associates Inc, Red Hook, NY, United States, 2787–2795.
3. Knowledge Graph Embedding by Translating on Hyperplanes
4. Bishan Yang Wen-tau Yih Xiaodong He Jianfeng Gao Li Deng. 2014. Embedding entities and relations for learning and inference in knowledge bases. https://arxiv.org/pdf/1412.6575.pdf.
5. Richard Socher, Danqi Chen, Christopher D. Manning, Andrew Y. Ng. 2013. Reasoning with neural tensor networks for knowledge base completion. NIPS'13: Proceedings of the 26th International Conference on Neural Information Processing Systems - Volume 1. Curran Associates Inc. 926–934.