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What is: TransE?

SourceTranslating Embeddings for Modeling Multi-relational Data
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

TransE is an energy-based model that produces knowledge base embeddings. It models relationships by interpreting them as translations operating on the low-dimensional embeddings of the entities. Relationships are represented as translations in the embedding space: if (h,l,t)\left(h, \mathcal{l}, t\right) holds, the embedding of the tail entity tt should be close to the embedding of the head entity hh plus some vector that depends on the relationship l\mathcal{l}.