Estimating class separability of text embeddings with persistent homology

Kostis Gourgoulias, Najah Ghalyan, Maxime Labonne +3

This paper introduces an unsupervised method to estimate the class separability of text datasets from a topological point of view. Using persistent homology, we demonstrate how tra…