Lequeu, P. A., Barboule, C., & Piwowarski, B. (2026). Give it Space! Explicit Disentangling of Positional and Semantic Representations in Encoders. arXiv preprint arXiv:2605.30022.
Lequeu, P. A., Hafid, S., Lerner, P., Shafiabadi, N., Cave, L., Mas, D., ... & Yvon, F. (2026). Toward Collective-Centric Evaluation of Preference Inference for Participatory Democracy. arXiv preprint arXiv:2609.02990.
Pierre-Antoine Lequeu, Léo Labat, Laurène Cave, Gaël Lejeune, François Yvon, and Benjamin Piwowarski. 2026. The GDN-CC Dataset: Automatic Corpus Clarification for AI-enhanced Democratic Citizen Consultations. In Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 32976–33006, San Diego, California, United States. Association for Computational Linguistics.
Lequeu, P. A., Lagraa, S., Robin, G., & Ouedraogo, M. (2025, September). Fairbeat: Assessing and Mitigating Bias with the Composite Balance Score. In Joint European Conference on Machine Learning and Knowledge Discovery in Databases (pp. 475-480). Cham: Springer Nature Switzerland.
Lequeu, P. A., Labat, L., Cave, L., Lejeune, G., Yvon, F., & Piwowarski, B. (2026). The GDN-CC Dataset: Automatic Corpus Clarification for AI-enhanced Democratic Citizen Consultations. arXiv preprint arXiv:2601.14944.
Talk at ISIR Young Scientists day, Paris, France
Talk at ParliView workshop, UC Dublin, Dublin, Ireland