Mitigating Social Bias in Knowledge Graphs

There’s an interesting paper, Mitigating social bias in knowledge graph embeddings from a team at Amazon, which was presented at an academic workshop on bias in knowledge graph construction. The work is interesting, and the availability of approaches like this will be a welcome shift in how we deal with these important issues. Of course, these approaches are not panaceas, but starting to define and address relatively low hanging fruit is important.