| 2026 | CSEDU | History-Aware Sequence Modeling for Authentic Learner Profiling in the Age of Generative AI. | Abdelkader Ouared, Madeth May, Claudine Piau-Toffolon, Nicolas Dugu |
| 2026 | LREC | When Numbers Tell Half the Story: Human-Metric Alignment in Topic Model Evaluation. | Thibault Prouteau, Francis Lareau, Nicolas Dugu, Jean-Charles Lamirel, Christophe Malaterre |
| 2022 | KES | Evaluation of weakly-supervised methods for aspect extraction. | Mohamed Ettaleb, Amira Barhoumi, Nathalie Camelin, Nicolas Dugu |
| 2022 | LREC | Are Embedding Spaces Interpretable? Results of an Intrusion Detection Evaluation on a Large French Corpus. | Thibault Prouteau, Nicolas Dugu, Nathalie Camelin, Sylvain Meignier |
| 2021 | IDA | SINr: Fast Computing of Sparse Interpretable Node Representations is not a Sin! | Thibault Prouteau, Victor Connes, Nicolas Dugu, Anthony Perez, Jean-Charles Lamirel, Nathalie Camelin, Sylvain Meignier |
| 2019 | PAKDD | Learning Pretopological Spaces to Extract Ego-Centered Communities. | Gatan Caillaut, Guillaume Cleuziou, Nicolas Dugu |
| 2016 | IJCNN | New efficient clustering quality indexes. | Jean-Charles Lamirel, Nicolas Dugu, Pascal Cuxac |
| 2016 | RCIS | Diachronic'Explorer: Keep track of your clusters. | Nicolas Dugu, Jean-Charles Lamirel, Pascal Cuxac |