Jean-Gabriel Ganascia

Embedding Style Beyond Topics: Analyzing Dispersion Effects Across Different Language Models

This paper analyzes how writing style affects the dispersion of embedding vectors across multiple, state-of-the-art language models. While early transformer models primarily aligned with topic modeling, this study examines the role of writing style in shaping embedding spaces. Using a literary corpu…