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Kurt Bollacker, Colin Evans, Praveen Paritosh, Tim Sturge, and Jamie Taylor, Freebase: A collaboratively created graph database for structuring human knowledge, Proc. of the 2008 ACM SIGMOD International Conference on Management of Data, pp. 1247-1250, Vancouver, Canada, Jun. 2008, ACM. |
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DBpedia – A large-scale, multilingual knowledge base extracted from Wikipedia  |
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Quan Wang, Jing Liu, Yuanfei Luo, Bin Wang, and Chin-Yew Lin, Knowledge base completion via coupled path ranking, Proc. of the 54th Annual Meeting of the Association for Computational Linguistics, pp. 1308-1318, Berlin, Germany, Aug. 2016, ACL. |
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Richard Socher, Danqi Chen, Christopher D Manning, and Andrew Y Ng. Reasoning with neural tensor networks for knowledge base completion, Proc. of the 26th International Conference on Neural Information Processing Systems, pp. 926-934, Lake Tahoe, NV, Dec. 2013. Curran Associates Inc. |
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Quan Wang, Bin Wang, and Li Guo, Knowledge base completion using embeddings and rules, Proc. of the 24th International Conference on Artificial Intelligence, pp. 1859-1865, Buenos Aires, Argentina, Jul. 2015. AAAI Press. |
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Changsung Moon, Steve Harenberg, John Slankas, and Nagiza F Samatova, Learning contextual embeddings for knowledge graph completion, PACIS 2017Proceedings, Article No. 248, Langkawi, Malaysia, Jul. 2017. AIS. |
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Relational retrieval using a combination of path-constrained random walks  |
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Petar Ristoski, Jessica Rosati, Tommaso Di Noia, Renato De Leone, and Heiko Paulheim, RDF2Vec:RDF Graph Embeddings for Data Mining, Proc. of the 15th International Semantic Web Conference, pp. 498-514, Kobe, Japan, Oct. 2016. |
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Michael Cochez, Petar Ristoski, Simone Paolo Ponzetto, and Heiko Paulheim, Biased graph walks for RDF graph embeddings, Proc. of the 7th International Conference on Web Intelligence, Mining and Semantics, Article No. 21, Amantea, Italy, Jun. 2017. ACM. |
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Tomas Mikolov, Ilya Sutskever, Kai Chen, Greg S Corrado, and Jeff Dean, Distributed representations of words and phrases and their compositionality, Proc. of the 26th International Conference on Neural Information Processing Systems, pp. 3111-3119, Lake Tahoe, NV, Dec. 2013. Curran Associates Inc. |
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A knowledge base for artificial intelligence platform Adams. [Online]. Available: http://adams.ai. |
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Maximilian Nickel, Volker Tresp, and Hans-Peter Kriegel, A three-way model for collective learning on multi-relational data, Proc. of the 28th International Conference on International Conference on Machine Learning, pp. 809-816, Bellevue, WA, Jun./Jul. 2011, Omnipress. |
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Antoine Bordes, Nicolas Usunier, Alberto Garcia-Dura, Jason Weston, and Oksana Yakhnenko, Translating embeddings for modeling multi-relational data, Proc. of the 26th International Conference on Neural Information Processing Systems, Vol. 2, pp. 2787-2795, Lake Tahoe, NV, Dec. 2013, Curran Associates Inc. |
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Yankai Lin, Zhiyuan Liu, Maosong Sun, Yang Liu, and Xuan Zhu, Learning entity and relation embeddings for knowledge graph completion, Proc. of the Twenty-Ninth AAAI Conference on Artificial Intelligence, pp. 2181-2187, Austin, TX, Jan. 2015, AAAI Press. |
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