➡️ JAFAR: Jack-up Any Feature at Any Resolution from Paul Couairon, Loïck Chambon, Louis Serrano, Jean-Emmanuel HAUGEARD, Matthieu Cord, Nicolas Thome in collaboration with Valeo.
📑 arxiv.org/abs/2506.11136
🖥️ github.com/PaulCouairon...

➡️ Learning to Steer: Input-dependent Steering for Multimodal LLMs from Jayneel Parekh, pegah khayatan, Mustafa Shukor, arnaud dapogny, Alasdair Newson, @matthieucord.bsky.social, in collaboration with Valeo.
📑 arxiv.org/pdf/2508.12815
🖥️ github.com/jayneelparek...

➡️ CLIPTTA: Robust Contrastive Vision-Language Test-Time Adaptation from Marc Lafon, Gustavo Vargas Hakim, Clément Rambour, Christian Desrosiers, Nicolas Thome in collaboration with Conservatoire National des Arts et Métiers and École de technologie supérieure (ÉTS).
📑 arxiv.org/pdf/2507.14312

➡️ Imagine Beyond! Distributionally Robust Auto-Encoding for State Space Coverage in Online Reinforcement Learning from Nicolas Castanet, Olivier Sigaud, Sylvain Lamprier.
📑 arxiv.org/pdf/2505.17830

➡️ ENMA: Tokenwise Autoregression for Generative Neural PDE Operators. from Armand Kassaï Koupaï, Lise Le Boudec, Louis Serrano and patrick gallinari, in collaboration with Criteo. This work was accepted as a ✨Spotlight paper! ✨
📑 arxiv.org/abs/2506.06158
🌐 enma-pde.github.io

Great time at Suzhou for the EMNLP conference 🇨🇳
Thanks everyone for the great presentations and talks!

Accepted to a Workshop (2/2):

"On the Representations of Entities in Auto-regressive Large Language Models", accepted to the BlackBoxNLP Workshop, from @victormorand.bsky.social, Josiane Mothe & Benjamin Piwowarski

🎤 Nov 9th, 2025

Arxiv: arxiv.org/abs/2510.09421
Code: github.com/VictorMorand...

Accepted to a Workshop (1/2):

"Self-Retrieval from Distant Contexts for Document-Level Machine Translation", accepted to the Conference on Machine Translation (WMT25), from @ziqianpeng.bsky.social, @rachelbawden.bsky.social, @yvofr.bsky.social

Accepted to the Findings of EMNLP (3/3):

"How Sampling Affects the Detectability of Machine-written Texts: A Comprehensive Study", from Matthieu Dubois, François Yvon, Pablo Piantanida.

🎤 Wed. Nov 5 at 13:00-14:00

arxiv.org/abs/2510.13681

In collaboration with BNP Paribas.

Arxiv: arxiv.org/abs/2509.10663
Code: github.com/Zineddine-Ti...
Project page: zineddine-tighidet.github.io/projects/pro...

Accepted to the Findings of EMNLP (2/3):

"Context Copying Modulation: The Role of Entropy Neurons in Managing Parametric and Contextual Knowledge Conflicts" by Zineddine Tighidet, Andrea Mogini, Hedi Ben-younes, Jiali Mei, Patrick Gallinari, Benjamin Piwowarski.

🎤Thu. Nov 6 at 12:30-13:30 Hall C

Accepted to the Findings of EMNLP (1/3):

"Tracing Multilingual Factual Knowledge Acquisition in Pretraining" from Yihong Liu, Mingyang Wang, Amir Hossein Kargaran, Felicia Körner, Ercong Nie, Barbara Plank, @yvofr.bsky.social and Hinrich Schütze, with LMU Munich.

arxiv.org/abs/2505.14824

Authors: M. Carpuat, O. Asscher, K. Bali, L. Bentivogli, F. Blain, L. Bowker, M. Choudhury, H. Daumé III, K. Duh, G. Gao, A. Grissom II, M. Karpinska, E. C. Khoong, W. D. Lewis, A. F. T. Martins, M. Nurminen, D. W. Oard, M. Popovic, M. Simard and @yvofr.bsky.social

Accepted to the Main Conference (2/2):

"An Interdisciplinary Approach to Human-Centered Machine Translation", in collaboration with the University of Maryland.
(list of authors thereafter ➡️)

arxiv.org/abs/2506.13468

Accepted to the Main Conference (1/2):

"Relation-Specific Neurons in Large Language Models", from Yihong Liu, Runsheng Chen, Lea Hirlimann, Ahmad Dawar Hakimi, Mingyang Wang, Amir Hossein Kargaran, Sascha Rothe, @yvofr.bsky.social and Hinrich Schütze, with LMU Munich.

arxiv.org/abs/2502.17355