| 2026 | ACL | ViDoRe V3: A Comprehensive Evaluation of Retrieval Augmented Generation in Complex Real-World Scenarios. | Antnio Loison, Quentin Mac, Antoine Edy, Victor Xing, Tom Balough, Gabriel de Souza Pereira Moreira, Bo Liu, Manuel Faysse, Cline Hudelot, Gautier Viaud |
| 2025 | COLING | GroUSE: A Benchmark to Evaluate Evaluators in Grounded Question Answering. | Sacha Muller, Antnio Loison, Bilel Omrani, Gautier Viaud |
| 2025 | EMNLP | Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings. | Max Conti, Manuel Faysse, Gautier Viaud, Antoine Bosselut, Cline Hudelot, Pierre Colombo |
| 2025 | ICLR | ColPali: Efficient Document Retrieval with Vision Language Models. | Manuel Faysse, Hugues Sibille, Tony Wu, Bilel Omrani, Gautier Viaud, Cline Hudelot, Pierre Colombo |
| 2023 | EMNLP | Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial Applications. | Manuel Faysse, Gautier Viaud, Cline Hudelot, Pierre Colombo |
| 2022 | LREC | FQuAD2.0: French Question Answering and Learning When You Don't Know. | Quentin Heinrich, Gautier Viaud, Wacim Belblidia |
| 2021 | ICMLA | Improving Next-Application Prediction with Deep Personalized-Attention Neural Network. | Jun Zhu, Gautier Viaud, Cline Hudelot |