geometric modeling

Controlled Paraphrase Geometry in Sentence Embedding Space: Local Manifold Modeling and Latent Probing

This paper investigates the local geometry of embedding clouds induced by controlled classes of semantically close sentences. The authors introduce a local geometric modeling scheme and a latent probing procedure for representation-space analysis and local manifold modeling.