Adversarial Learning for Debiasing Knowledge Graph Embeddings

no code implementations • 29 Jun 2020 • Mario Arduini, Lorenzo Noci, Federico Pirovano, Ce Zhang, Yash Raj Shrestha, Bibek Paudel

As a second step, we explore gender bias in KGE, and a careful examination of popular KGE algorithms suggest that sensitive attribute like the gender of a person can be predicted from the embedding.

Attribute Knowledge Graph Embeddings +2