Translation-Based Methods

Translation

In translation-based models, we use the distance-based function to generate the embeddings. There are multiple ways to compute the distance functions in Euclidean space.

Some of the translation-based algorithms are listed below.

TransE

The idea behind TransE is that it represents the entities as a vector in the high-dimensional space and represents the relation as a translation vector.