Self-Supervised and Controlled Multi-Document Opinion Summarization. - Hady Elsahar; Maximin Coavoux; Jos Rozen; Matthias Gallé (EACL, 2021)

Multitask Prompted Training Enables Zero-Shot Task Generalization. - Victor Sanh; Albert Webson; Colin Raffel; Stephen H. Bach; Lintang Sutawika; Zaid Alyafeai; Antoine Chaffin; Arnaud Stiegler; Teven Le Scao; Arun Raja; Manan Dey; M. Saiful Bari; et al. (CoRR, 2021)

Unsupervised and Distributional Detection of Machine-Generated Text. - Matthias Gallé; Jos Rozen; Germán Kruszewski; Hady Elsahar (CoRR, 2021)

Multitask Prompted Training Enables Zero-Shot Task Generalization. - Victor Sanh; Albert Webson; Colin Raffel; Stephen H. Bach; Lintang Sutawika; Zaid Alyafeai; Antoine Chaffin; Arnaud Stiegler; Arun Raja; Manan Dey; M Saiful Bari; Canwen Xu; et al. (ICLR, 2022)

Should you marginalize over possible tokenizations? - Nadezhda Chirkova; Germán Kruszewski; Jos Rozen; Marc Dymetman (ACL (2), 2023)

disco: a toolkit for Distributional Control of Generative Models. - Germán Kruszewski; Jos Rozen; Marc Dymetman (ACL (demo), 2023)

Aligning Language Models with Preferences through f-divergence Minimization. - Dongyoung Go; Tomasz Korbak; Germán Kruszewski; Jos Rozen; Nahyeon Ryu; Marc Dymetman (ICML, 2023)

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. - Aarohi Srivastava; Abhinav Rastogi; Abhishek Rao; Abu Awal Md Shoeb; Abubakar Abid; Adam Fisch; Adam R. Brown; Adam Santoro; Aditya Gupta; Adrià Garriga-Alonso; Agnieszka Kluska; Aitor Lewkowycz; et al. (Trans. Mach. Learn. Res., 2023)

Compositional Preference Models for Aligning LMs. - Dongyoung Go; Tomasz Korbak; Germán Kruszewski; Jos Rozen; Marc Dymetman (ICLR, 2024)

ELITR-Bench: A Meeting Assistant Benchmark for Long-Context Language Models. - Thibaut Thonet; Laurent Besacier; Jos Rozen (COLING, 2025)

Guaranteed Generation from Large Language Models. - Minbeom Kim; Thibaut Thonet; Jos Rozen; Hwaran Lee; Kyomin Jung; Marc Dymetman (ICLR, 2025)

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)