Geometry of Semantic Space: Comparative Study of Discrete and Continuous Models

Gabriel Bounias, Sabine Ploux

This work examines the semantic geometry underlying NLP models. We compare supervised vector embeddings, such as CamemBERT, with lexical co-occurrence graphs that encode semantic r…