TransE
TransE
**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 $\left(h, \mathcal{l}, t\right)$ holds, the embedding of the tail entity $t$ should be close to the embedding of the head entity $h$ plus some vector that depends on the relationship $\mathcal{l}$.
Translating Embeddings for Modeling Multi-relational Data
https://paperswithcode.com/paper/translating-embeddings-for-modeling-multi
Translating Embeddings for Modeling Multi-relational Data