Translation-Based Methods

Learn about translation-based knowledge graph embedding methods.


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.


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.

Get hands-on with 1200+ tech skills courses.