Translating Embeddings for Modeling Multi-relational Data
2013 NIPS paper introducing TransE, which represents each entity in a knowledge graph as a vector and each relation as a translation between vectors, so that missing facts can be predicted; the starting point of knowledge-graph embeddings.
Part of the thread Expressiveness against tractability reopens
about
- Knowledge graph concept [src]
authored by
- Alberto García-Durán person [src]
- Antoine Bordes person [src]
- Jason Weston person [src]
- Nicolas Usunier person [src]
- Oksana Yakhnenko person [src]