WIP - Promoting good modeling practice with a domain-specific language and statistical algorithms designed for parallel computing. - Benoit Bayol; Yuting Chen; Charlotte Baey; Gautier Viaud; Paul-Henry Cournède (SpringSim (TMS-DEVS), 2015)

A comparison of a generic MCMC-based algorithm for Bayesian estimation in C++, R and Julia: application to plant growth modeling. - Gautier Viaud; Yuting Chen; Benoit Bayol; Paul-Henry Cournède (SpringSim (ANSS), 2015)

Zolotarev Quadrature Rules and Load Balancing for the FEAST Eigensolver. - Stefan Güttel; Eric Polizzi; Ping Tak Peter Tang; Gautier Viaud (SIAM J. Sci. Comput., 2015)

Improving Next-Application Prediction with Deep Personalized-Attention Neural Network. - Jun Zhu; Gautier Viaud; Céline Hudelot (ICMLA, 2021)

FQuAD2.0: French Question Answering and knowing that you know nothing. - Quentin Heinrich; Gautier Viaud; Wacim Belblidia (CoRR, 2021)

FQuAD2.0: French Question Answering and Learning When You Don't Know. - Quentin Heinrich; Gautier Viaud; Wacim Belblidia (LREC, 2022)

Representation Learning for the Clustering of Multi-Omics Data. - Gautier Viaud; Prasanna Mayilvahanan; Paul-Henry Cournède (IEEE ACM Trans. Comput. Biol. Bioinform., 2022)

Revisiting Instruction Fine-tuned Model Evaluation to Guide Industrial Applications. - Manuel Faysse; Gautier Viaud; Céline Hudelot; Pierre Colombo (EMNLP, 2023)

GroUSE: A Benchmark to Evaluate Evaluators in Grounded Question Answering. - Sacha Muller; António Loison; Bilel Omrani; Gautier Viaud (COLING, 2025)

ColPali: Efficient Document Retrieval with Vision Language Models. - Manuel Faysse; Hugues Sibille; Tony Wu; Bilel Omrani; Gautier Viaud; Céline Hudelot; Pierre Colombo (ICLR, 2025)

CroissantLLM: A Truly Bilingual French-English Language Model. - Manuel Faysse; Patrick Fernandes; Nuno Miguel Guerreiro; António Loison; Duarte M. Alves; Caio Corro; Nicolas Boizard; João Alves 003; Ricardo Rei; Pedro Henrique Martins; Antoni Bigata Casademunt; François Yvon; et al. (Trans. Mach. Learn. Res., 2025)

Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings. - Max Conti; Manuel Faysse; Gautier Viaud; Antoine Bosselut; Céline Hudelot; Pierre Colombo (CoRR, 2025)