Composing relationships with translations

Conference Proceedings - EMNLP 2015: Conference on Empirical Methods in Natural Language Processing

Volumn , Issue , 2015, Pages 286-290

  García Durán, Alberto ^a   Bordes, Antoine ^b   Usunier, Nicolas ^b  

^a SORBONNE UNIVERSITÉ   (France)

^b FACEBOOK AI RESEARCH   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EMBEDDINGS; TRANSLATION (LANGUAGES);

GRAPH STRUCTURES; IMPROVE PERFORMANCE; KNOWLEDGE BASIS (KBS); LINK PREDICTION; MODEL COMPOSITION; TRANSLATION VECTOR;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 84959921119     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.18653/v1/d15-1034     Document Type: Conference Paper

References (8)

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2. Alberto Garcia-Duran, Antoine Bordes, and Nicolas Usunier. 2014. Effective blending of two and threeway interactions for modeling multi-relational data. In ECML PKDD 2014. Springer Berlin Heidelberg.
3. Geoffrey E Hinton. 1986. Learning distributed representations of concepts. In Proceedings of the eighth annual conference of the cognitive science society, volume 1, page 12. Amherst, MA.
4. Rodolphe Jenatton, Nicolas Le Roux, Antoine Bordes, and Guillaume Obozinski. 2012. A latent factor model for highly multi-relational data. In NIPS 25.
5. Yankai Lin, Zhiyuan Liu, Maosong Sun, Yang Liu, and Xuan Zhu. 2015. Learning entity and relation embeddings for knowledge graph completion. In Proceedings of AAAI'15.
6. Arvind Neelakantan, Benjamin Roth, and Andrew McCallum. 2015. Compositional vector space models for knowledge base completion. arXiv preprint arXiv: 1504.06662.
7. Richard Socher, Danqi Chen, Christopher D. Manning, and Andrew Y. Ng. 2013. Reasoning With Neural Tensor Networks For Knowledge Base Completion. In Advances in Neural Information Processing Systems 26.
8. Zhen Wang, Jianwen Zhang, Jianlin Feng, and Zheng Chen. 2014. Knowledge graph embedding by translating on hyperplanes. In Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, pages 1112-1119.