cultural-knowledge

This paper proposes a self-supervised framework using multilingual self-consistency and a self-critique mechanism to transfer cultural knowledge across languages, achieving a 5.03% average improvement on English queries in the BLEnD benchmark by surfacing latent cultural knowledge from local-language representations.