Nicolas Dugué

Associate Professor, Université du Maine

Joined

February 2026

Names

Nicolas Dugué (Preferred)

Emails

****@univ-lemans.fr (Confirmed)

Personal Links

DBLP

Career & Education History

Associate Professor

Université du Maine (univ-lemans.fr)

2017 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Interpretability

2019 – Present

Natural Language Processing

2016 – Present

Complex network

2013 – Present

Publications

Automating transparent learner profiling through explainable AI
Abdelkader Ouared, Madeth May, Claudine Piau-Toffolon, Nicolas Dugué
- Autom. Softw. Eng. 2026
- Readers: Everyone
Sparse deepfake detection promotes better disentanglement
Antoine Teissier, Marie Tahon, Nicolas Dugué, Aghilas Sini
- CoRR 2025
- Readers: Everyone
Sparse Autoencoders Make Audio Foundation Models more Explainable
Théo Mariotte, Martin Lebourdais, Antonio Almudévar, Marie Tahon, Alfonso Ortega Giménez, Nicolas Dugué
- CoRR 2025
- Readers: Everyone
Aligning Educational Stakeholder Perceptions of Learner Profiling with Explainable AI
Abdelkader Ouared, Madeth May, Claudine Piau-Toffolon, Nicolas Dugué
- Int. J. Emerg. Technol. Learn. 2025
- Readers: Everyone
From communities to interpretable network and word embedding: an unified approach
Thibault Prouteau, Nicolas Dugué, Simon Guillot
- CoRR 2024
- Readers: Everyone
Speeding up the Training of Neural Networks with the One-Step Procedure
Wajd Meskini, Alexandre Brouste, Nicolas Dugué
- Neural Process. Lett. 2024
- Readers: Everyone
SINr-filtered : Favoriser l'émergence du sens en filtrant les communautés extraites des réseaux de cooccurrences de mots
Anna Béranger, Nicolas Dugué, Simon Guillot, Thibault Prouteau
- EGC 2024
- Readers: Everyone
De l'interprétabilité des dimensions à l'interprétabilité du vecteur : parcimonie et stabilité
Simon Guillot, Thibault Prouteau, Nicolas Dugué
- CORIA-TALN (4) 2023
- Readers: Everyone
Filtering Communities in Word Co-Occurrence Networks to Foster the Emergence of Meaning
Anna Béranger, Nicolas Dugué, Simon Guillot, Thibault Prouteau
- COMPLEX NETWORKS (1) 2023
- Readers: Everyone

View all 45 publications

Co-Authors

Abdelkader Ouared
Adrien Guille
Aghilas Sini
Alexandre Brouste
Alfonso Ortega Giménez
Amira Barhoumi
Amélie Daviau
Anna Béranger
Anthony Perez
Antoine Teissier
Antonio Almudévar
Claudine Piau-Toffolon
Coralie Reutenauer
Cyndel Vaudapiviz
Florian Bridoux
Gaëtan Caillaut
Guillaume Cleuziou
Hazem Al Saied
Hugo Durbano
Jean-Charles Lamirel
Jean-Valère Cossu
Luce Lefeuvre
Madeth May
Marie Tahon
Martin Lebourdais

View all 44 co-authors