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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.

Read the paper papers.nips.cc

Part of the thread Expressiveness against tractability reopens

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