| 2025 | EMNLP | FaST: Feature-aware Sampling and Tuning for Personalized Preference Alignment with Limited Data. | Thibaut Thonet, Germn Kruszewski, Jos Rozen, Pierre Erbacher, Marc Dymetman |
| 2025 | ICML | Zebra: In-Context Generative Pretraining for Solving Parametric PDEs. | Louis Serrano, Armand Kassa Koupa, Thomas X. Wang, Pierre Erbacher, Patrick Gallinari |
| 2024 | CIKM | An Evaluation Framework for Attributed Information Retrieval using Large Language Models. | Hanane Djeddal, Pierre Erbacher, Raouf Toukal, Laure Soulier, Karen Pinel-Sauvagnat, Sophia Katrenko, Lynda Tamine |
| 2024 | ECIR | Navigating Uncertainty: Optimizing API Dependency for Hallucination Reduction in Closed-Book QA. | Pierre Erbacher, Louis Falissard, Vincent Guigue, Laure Soulier |
| 2022 | SIGIR | Interactive Query Clarification and Refinement via User Simulation. | Pierre Erbacher, Ludovic Denoyer, Laure Soulier |
| 2021 | SIGIR | State of the Art of User Simulation Approaches for Conversational Information Retrieval. | Pierre Erbacher, Laure Soulier, Ludovic Denoyer |