Geometry of Knowledge Allows Extending Diversity Boundaries of Large Language Models

Mateusz Bystroński, Doheon Han, Nitesh V. Chawla +1

Starting from the hypothesis that knowledge in semantic space is organized along structured manifolds, we argue that this geometric structure renders the space explorable. By trave…