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

Authors

Francis Lareau (ORCID: https://orcid.org/0000-0002-0352-5246)
Nicolas Dugué (ORCID: https://orcid.org/0000-0002-6150-1939)
Thibault Prouteau
Jean-Charles Lamirel (ORCID: https://orcid.org/0000-0001-7461-1785)
Francis Lareau
Christophe Malaterre

Institutions

Université de Sherbrooke (CA)
Université du Québec à Montréal (CA)
Le Mans Université (FR)
Laboratoire Lorrain de Recherche en Informatique et ses Applications (FR)
Université de Strasbourg (FR)

Publication Details

Journal: HAL (Le Centre pour la Communication Scientifique Directe)
Published: 2026-05-11
Primary Topic: Computational and Text Analysis Methods
Type: article
Field-Weighted Citation Impact: 0.00

Funders

Agence Nationale de la Recherche
Canada Research Chairs
Centre National de la Recherche Scientifique

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article

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

Francis Lareau, Nicolas Dugué, Thibault Prouteau, Jean-Charles Lamirel et al.

May 11, 2026

HAL (Le Centre pour la Communication Scientifique Directe)

Computational and Text Analysis Methods

article

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

Francis Lareau, Nicolas Dugué, Thibault Prouteau, Jean-Charles Lamirel, Francis Lareau, Christophe Malaterre

May 11, 2026article en

Abstract

No abstract available for this paper.

HAL (Le Centre pour la Communication Scientifique Directe)

Université de Sherbrooke (CA), Université du Québec à Montréal (CA), Le Mans Université (FR), Laboratoire Lorrain de Recherche en Informatique et ses Applications (FR), Université de Strasbourg (FR)

Agence Nationale de la Recherche, Canada Research Chairs, Centre National de la Recherche Scientifique

Openalex Percentile: Top 70%

Computational and Text Analysis Methods

Open Access PDF OpenAlex

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