Priority U-Net: Detection of Punctuate White Matter Lesions in Preterm Neonate in 3D Cranial Ultrasonography. - Pierre Erbacher; Carole Lartizien; Matthieu Martin; Pedro Foletto-Pimenta; Philippe Quetin; Philippe Delachartre (MIDL, 2020)

État de l'art des approches de modélisation et de simulation utilisateur pour la recherche d'information conversationnelle. - Pierre Erbacher; Laure Soulier (CORIA, 2021)

Interactive Query Clarification and Refinement via User Simulation - Abstract. - Pierre Erbacher; Ludovic Denoyer; Laure Soulier (CIRCLE, 2022)

Interactive Query Clarification and Refinement via User Simulation. - Pierre Erbacher; Ludovic Denoyer; Laure Soulier (SIGIR, 2022)

State of the Art of User Simulation approaches for conversational information retrieval. - Pierre Erbacher; Laure Soulier; Ludovic Denoyer (CoRR, 2022)

Augmentation de jeux de données RI pour la recherche conversationnelle à initiative mixte. - Pierre Erbacher; Philippe Preux; Jian-Yun Nie; Laure Soulier (CORIA-TALN, 2023)

CIRCLE: Multi-Turn Query Clarifications with Reinforcement Learning. - Pierre Erbacher; Laure Soulier (CoRR, 2023)

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 (CIKM, 2024)

Vers des LLMs fiables pour les tâches de la recherche d'information. - Hanane Djeddal; Pierre Erbacher; Laure Soulier; Karen Pinel-Sauvagnat; Sophia Katrenko; Lynda Tamine (CORIA, 2024)

Naviguer dans l'incertitude : optimiser la dépendance aux API des systèmes question/réponse. - Pierre Erbacher; Louis Falissard; Vincent Guigue; Laure Soulier (CORIA, 2024)

PAQA: Vers des systèmes ProActifs face aux Questions Ambiguës. - Pierre Erbacher; Jian-Yun Nie; Philippe Preux; Laure Soulier (CORIA, 2024)

Navigating Uncertainty: Optimizing API Dependency for Hallucination Reduction in Closed-Book QA. - Pierre Erbacher; Louis Falissard; Vincent Guigue; Laure Soulier (ECIR (3), 2024)

Navigating Uncertainty: Optimizing API Dependency for Hallucination Reduction in Closed-Book Question Answering. - Pierre Erbacher; Louis Falissard; Vincent Guigue; Laure Soulier (CoRR, 2024)

PAQA: Toward ProActive Open-Retrieval Question Answering. - Pierre Erbacher; Jian-Yun Nie; Philippe Preux; Laure Soulier (CoRR, 2024)

ACCO: Accumulate while you Communicate, Hiding Communications in Distributed LLM Training. - Adel Nabli; Louis Fournier; Pierre Erbacher; Louis Serrano; Eugene Belilovsky; Edouard Oyallon (CoRR, 2024)

Zebra: In-Context and Generative Pretraining for Solving Parametric PDEs. - Louis Serrano; Armand Kassaï Koupaï; Thomas X. Wang; Pierre Erbacher; Patrick Gallinari (CoRR, 2024)

Augmenting Ad-Hoc IR Dataset for Interactive Conversational Search. - Pierre Erbacher; Jian-Yun Nie; Philippe Preux; Laure Soulier (Trans. Mach. Learn. Res., 2024)

Proactive models for open-domain conversational search. (Modèles proactifs pour la recherche d'informations conversationnelles). - Pierre Erbacher (2024)

FaST: Feature-aware Sampling and Tuning for Personalized Preference Alignment with Limited Data. - Thibaut Thonet; Germán Kruszewski; Jos Rozen; Pierre Erbacher; Marc Dymetman (CoRR, 2025)