Fine-Grained Evaluation of Rule- and Embedding-Based Systems for Knowledge Graph Completion

Author:

Meilicke Christian,Fink Manuel,Wang Yanjie,Ruffinelli Daniel,Gemulla Rainer,Stuckenschmidt Heiner

Publisher

Springer International Publishing

Reference19 articles.

1. Bordes, A., Glorot, X., Weston, J., Bengio, Y.: A semantic matching energy function for learning with multi-relational data. Mach. Learn. 94(2), 233–259 (2014)

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

3. Dettmers, T., Minervini, P., Stenetorp, P., Riedel, S.: Convolutional 2D knowledge graph embeddings. CoRR abs/1707.01476 (2017). http://arxiv.org/abs/1707.01476

4. Galárraga, L.A., Teflioudi, C., Hose, K., Suchanek, F.: AMIE: association rule mining under incomplete evidence in ontological knowledge bases. In: Proceedings of the 22nd International Conference on World Wide Web, pp. 413–422. ACM (2013)

5. Gardner, M., Mitchell, T.M.: Efficient and expressive knowledge base completion using subgraph feature extraction. In: EMNLP, pp. 1488–1498 (2015)

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