Conformal retrofitting via Riemannian manifolds: distilling task-specific graphs into pretrained embeddings

Justin Dieter, Arun Tejasvi Chaganty

Pretrained (language) embeddings are versatile, task-agnostic feature representations of entities, like words, that are central to many machine learning applications. These represe…