When Numbers Tell Half the Story: Human-Metric Alignment in Topic Model Evaluation

Thibault Prouteau, Francis Lareau, Nicolas Dugué +2

Topic models uncover latent thematic structures in text corpora, yet evaluating their quality remains challenging, particularly in specialized domains. Existing methods often rely…