Rainproof: An Umbrella To Shield Text Generators From Out-Of-Distribution Data. - Maxime Darrin; Pablo Piantanida; Pierre Colombo (CoRR, 2022)

RainProof: An Umbrella to Shield Text Generator from Out-Of-Distribution Data. - Maxime Darrin; Pablo Piantanida; Pierre Colombo (EMNLP, 2023)

Unsupervised Layer-Wise Score Aggregation for Textual OOD Detection. - Maxime Darrin; Guillaume Staerman; Eduardo Dadalto Câmara Gomes; Jackie C. K. Cheung; Pablo Piantanida; Pierre Colombo (AAAI, 2024)

GLIMPSE: Pragmatically Informative Multi-Document Summarization for Scholarly Reviews. - Maxime Darrin; Ines Arous; Pablo Piantanida; Jackie Chi Kit Cheung (ACL (1), 2024)

COSMIC: Mutual Information for Task-Agnostic Summarization Evaluation. - Maxime Darrin; Philippe Formont; Jackie Chi Kit Cheung; Pablo Piantanida (ACL (1), 2024)

Physics-Informed Dual Architecture Neural Networks for Enhanced Estimation of Drilling Dynamics. - Jeanne Redaud; Maxime Darrin; Nasser Kazemi; Jean Auriol (IGARSS, 2024)

When is an Embedding Model More Promising than Another? - Maxime Darrin; Philippe Formont; Ismail Ben Ayed; Jackie CK Cheung; Pablo Piantanida (NeurIPS, 2024)

When is an Embedding Model More Promising than Another? - Maxime Darrin; Philippe Formont; Ismail Ben Ayed; Jackie C. K. Cheung; Pablo Piantanida (CoRR, 2024)

Statistical Deficiency for Task Inclusion Estimation. - Loïc Fosse; Frédéric Béchet; Benoît Favre; Géraldine Damnati; Gwénolé Lecorvé; Maxime Darrin; Philippe Formont; Pablo Piantanida (ACL (1), 2025)

Leveraging Expert Usage to Speed up LLM Inference with Expert Parallelism. - Olivier Beaumont; Raphaël Bourgouin; Maxime Darrin; Loris Marchal; Pablo Piantanida (Euro-Par (1), 2025)

Magistral. - Abhinav Rastogi; Albert Q. Jiang; Andy Lo; Gabrielle Berrada; Guillaume Lample; Jason Rute; Joep Barmentlo; Karmesh Yadav; Kartik Khandelwal; Khyathi Raghavi Chandu; Léonard Blier; Lucile Saulnier; et al. (CoRR, 2025)

Voxtral. - Alexander H. Liu; Andy Ehrenberg; Andy Lo; Clément Denoix; Corentin Barreau; Guillaume Lample; Jean-Malo Delignon; Khyathi Raghavi Chandu; Patrick von Platen; Pavankumar Reddy Muddireddy; Sanchit Gandhi; Soham Ghosh; et al. (CoRR, 2025)