- Adel Nabli, Louis Fournier, Pierre Erbacher, Louis Serrano, Eugene Belilovsky, et al.. ACCO: Accumulate While You Communicate for Communication-Overlapped Sharded LLM Training. The Thirty-ninth Annual Conference on Neural Information Processing Systems, Dec 2025, San diego (Californie), United States. ⟨hal-04592562v3⟩
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Virgile Guéneau, Caroline Achard, Laurent Guillier, Raphaël Rubrice, Cécile Berdous, et al.. DESIGN OF ANTAGONISTIC BIOFILM COMMUNITIES FOR PATHOGEN EXCLUSION. ASM Biofilms, Nov 2025, Portland (OR), United States. 2025. ⟨hal-05371271⟩
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- Matthieu Dubois, Pablo Piantanida, François Yvon. How Sampling Affects the Detectability of Machine-written texts: A Comprehensive Study. Empirical Methods in Natural Language Processing, Association for Computational Linguistics, Nov 2025, Suzhou, China, China. ⟨hal-05354580⟩
- Ziqian Peng, Rachel Bawden, François Yvon. Self-Retrieval from Distant Contexts for Document-Level Machine Translation. WMT 2025 - Conference on Machine Translation, Association for Computational Linguistics, Nov 2025, Suzhou, China. ⟨hal-05353046⟩
- Zineddine Tighidet, Andrea Mogini, Hedi Ben Younes, Jiali Mei, Patrick Gallinari, et al.. Context Copying Modulation: The Role of Entropy Neurons in Managing Parametric and Contextual Knowledge Conflicts. Findings of the Association for Computational Linguistics: EMNLP 2025, Nov 2025, Suzhou, China. pp.20469-20481, ⟨10.18653/v1/2025.findings-emnlp.1116⟩. ⟨hal-05375712⟩
- Yihong Liu, Mingyang Wang, Amir Hossein Kargaran, Felicia Körner, Ercong Nie, et al.. Tracing Multilingual Factual Knowledge Acquisition in Pretraining. Findings of the Association for Computational Linguistics: EMNLP 2025, Nov 2025, Suzhou, China. pp.2121-2146, ⟨10.18653/v1/2025.findings-emnlp.113⟩. ⟨hal-05359545⟩
- Yihong Liu, Runsheng Chen, Lea Hirlimann, Ahmad Dawar Hakimi, Mingyang Wang, et al.. On Relation-Specific Neurons in Large Language Models. The 2025 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics, Nov 2025, Suzhou, China. pp.992-1022, ⟨10.18653/v1/2025.emnlp-main.52⟩. ⟨hal-05359547⟩
- João Maria Janeiro, Belen Alastruey, Francisco Massa, Maha Elbayad, Benjamin Piwowarski, et al.. Mixture of Languages: Improved Multilingual Encoders Through Language Grouping. Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, Nov 2025, Suzhou, China. pp.29695-29710, ⟨10.18653/v1/2025.emnlp-main.1509⟩. ⟨hal-05375709⟩
- Paul Lerner, François Yvon. Assessing the Political Fairness of Multilingual LLMs: A Case Study based on a 21-way Multiparallel EuroParl Dataset. 2025. ⟨hal-05328251⟩
- Victor Morand, Josiane Mothe, Benjamin Piwowarski. On the Representations of Entities in Auto-regressive Large Language Models. 8th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP, Nov 2025, Suzhou, China. pp.433-451, ⟨10.18653/v1/2025.blackboxnlp-1.25⟩. ⟨hal-05375570⟩
- Marc Lafon, Yannis Karmim, Julio Silva-Rodríguez, Paul Couairon, Clément Rambour, et al.. ViLU: Learning vision-language uncertainties for failure prediction. ICCV 2025 -International Conference on Computer Vision, Computer Vision Foundation, Oct 2025, Honolulu, United States. ⟨hal-05383056⟩
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Nathan Painchaud, Jérémie Stym-Popper, Pierre-Yves Courand, Nicolas Thome, Pierre-Marc Jodoin, et al.. Fusing Echocardiography Images and Medical Records for Continuous Patient Stratification. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 2025, 72 (10), pp.1388-1400. ⟨10.1109/TUFFC.2025.3600902⟩. ⟨hal-05225957⟩
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- Adel Nabli, Edouard Oyallon. Decentralized Asynchronous Optimization with DADAO allows Decoupling and Acceleration. 2025. ⟨hal-05270499v1⟩
- Mathis Koroglu, Hugo Caselles-Dupré, Guillaume Jeanneret, Matthieu Cord. OnlyFlow: Optical Flow Based Motion Conditioning for Video Diffusion Models. 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), IEEE Computer Society; Computer Vision Foundation (CVF), Jun 2025, Nashville, United States. pp.6216-6226, ⟨10.1109/CVPRW67362.2025.00619⟩. ⟨hal-05337708⟩
- Ben Kabongo, Vincent Guigue, Pirmin Lemberger. ELIXIR: Efficient and LIghtweight model for eXplaIning Recommendations. RecSys 2025 Workshop on Evaluating and Applying Recommender Systems with Large Language Models, Aug 2025, Prague (Czech Republic), Czech Republic. ⟨hal-05229521⟩
- Raphaël Rubrice, Virgile Gueneau, Romain Briandet, Antoine Cornuejols, Vincent Guigue. A machine learning framework for the prediction and analysis of bacterial antagonism in biofilms using morphological descriptors. Artificial Intelligence in the Life Sciences, 2025, 8, pp.100137. ⟨10.1016/j.ailsci.2025.100137⟩. ⟨hal-05217869⟩
- Amir Hossein Kargaran, Yihong Liu, François Yvon, Hinrich Schuetze. How Programming Concepts and Neurons Are Shared in Code Language Models. Findings of the Association for Computational Linguistics: ACL 2025, Jul 2025, Vienna, Austria. pp.26905-26917, ⟨10.18653/v1/2025.findings-acl.1379⟩. ⟨hal-05209663⟩
- Dávid Javorský, Ondřej Bojar, François Yvon. Prompting LLMs: Length Control for Isometric Machine Translation. 22nd International Conference on Spoken Language Translation (IWSLT 2025), Jul 2025, Vienne, Austria. pp.119-137, ⟨10.18653/v1/2025.iwslt-1.11⟩. ⟨hal-05208907⟩
- Amir Hossein Kargaran, Ali Modarressi, Nafiseh Nikeghbal, Jana Diesner, François Yvon, et al.. MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment. Findings of the Association for Computational Linguistics: ACL 2025, Association for Computational Linguistics, Jul 2025, Vienna, Austria. pp.27001-27023, ⟨10.18653/v1/2025.findings-acl.1385⟩. ⟨hal-05207048⟩
- Dávid Javorský, Ondřej Bojar, François Yvon. MockConf: A Student Interpretation Dataset: Analysis, Word- and Span-level Alignment and Baselines. 63rd Annual Meeting of the Association for Computational Linguistics, Association for Computational Linguistics, Jul 2025, Vienna, Austria. pp.16339-16356, ⟨10.18653/v1/2025.acl-long.797⟩. ⟨hal-05207042⟩
- Matthieu Dubois, François Yvon, Pablo Piantanida. MOSAIC: Multiple Observers Spotting AI Content. Findings of the Association for Computational Linguistics: ACL 2025, Association for Computational Linguistics, Jul 2025, Vienna, Austria. pp.24230-24247, ⟨10.18653/v1/2025.findings-acl.1244⟩. ⟨hal-05207044⟩
- Renhao Pei, Yihong Liu, Peiqin Lin, François Yvon, Hinrich Schütze. Understanding In-Context Machine Translation for Low-Resource Languages: A Case Study on Manchu. 63rd Annual Meeting of the Association for Computational Linguistics, Association for Computational Linguistics, Jul 2025, Vienna, Austria. pp.8767--8788. ⟨hal-05188526⟩
- Mathias Vast, Basile van Cooten, Laure Soulier, Benjamin Piwowarski. Understanding Matching Mechanisms in Cross-Encoders. Workshop on Explainability in Information Retrieval, Jul 2025, Padova, Italy, Italy. ⟨hal-05122957v2⟩
- Maëlis Morier, Jairo Rodríguez-Padilla, Maxime Sermesant, Patrick Gallinari. Learning Cardiac Electrophysiology with Graph Neural Networks for Fast Data-driven Personalised Predictions. FIMH 2025 - 13th Functional Imaging and Modeling of the Heart International Conference, Radomír Chabiniok, Jun 2025, Dallas (TX), United States. pp.LNCS 15672 and LNCS 15673. ⟨hal-05114524v2⟩
- Yuxuan Zong, Benjamin Piwowarski. Towards Lossless Token Pruning in Late-Interaction Retrieval Models. The 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, Jul 2025, Padoue, Italy. ⟨10.1145/3726302.3730100⟩. ⟨hal-05037885⟩
- Jérémie Stym-Popper, Nathan Painchaud, Clément Rambour, Pierre-Yves Courand, Nicolas Thome, et al.. DAFTED: Decoupled Asymmetric Fusion of Tabular and Echocardiographic Data for Cardiac Hypertension Diagnosis. Medical Imagery and Deep Learning, Jul 2025, Salt Lake City, United States. ⟨hal-05283470⟩
- Maxime Bouthors, Josep Crego, François Yvon. Améliorer la Traduction Neuronale par Exemple avec des Données Monolingues. 32ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN), ATALA, Jul 2025, Marseille, France. ⟨hal-05316675⟩
- Matthieu Dubois, Pablo Piantanida, François Yvon. MOSAIC : Mélange d'experts pour la détection de textes artificiels. 32ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN), ATALA, Jul 2025, Marseille, France. ⟨hal-05317590⟩
- Joanna Radoła, François Yvon. Alignements divisifs de textes parallèles: données, algorithme et évaluation. 32ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN), ATALA, Jun 2025, Marseille, France. ⟨hal-05316630⟩
- Lucas Schott, Elies Gherbi, Hatem Hajri, Sylvain Lamprier. Ensemble et Fusion d'Agents RL pour la Robustesse aux Attaques Adverses. Conférence sur l’Apprentissage automatique (CAp), Jun 2025, Dijon, France. ⟨hal-05071249⟩
- Ben Kabongo, Vincent Guigue, Pirmin Lemberger. Prédiction des préférences et génération de revue personnalisée basées sur les aspects et attention. Actes de CORIA-TALN-RJCRI-RECITAL 2025, Jun 2025, Marseille, France. pp.151-170. ⟨hal-05165021⟩
- Rachel Bawden, Maud Bénard, Eric Villemonte de La Clergerie, José Cornejo Cárcamo, Nicolas Dahan, et al.. MaTOS: Machine Translation for Open Science. 20th Machine Translation Summit, International Machine Translation Association, Jun 2025, Geneva, Switzerland. ⟨hal-05228687⟩
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Virgile Guéneau, Laurent Guillier, Cécile Berdous, Raphael Rubrice, Antoine Carlioz, et al.. Bottom-up assembly of beneficial multi-species biofilms targeting undesirable bacteria using 3D fluorescence imaging. XXX Congreso Sociedad Espanola de Microbiologia, SEM, Jun 2025, Jaen, Spain. ⟨hal-05036755⟩
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Virgile Guéneau, Laurent Guillier, Raphael Rubrice, Cécile Berdous, Sabit Ahmed, et al.. Live fluorescence confocal imaging to study microbial interaction in multi-species biofilms. Journée annuelle France BioImaging IDF Sud, France BioImaging, Jun 2025, Jouy-en-Josas, France. ⟨hal-05110654⟩
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Nicolas Castanet, Olivier Sigaud, Sylvain Lamprier. Imagine Beyond! Distributionally Robust Auto-Encoding for State Space Coverage in Online Reinforcement Learning. Neurips 2025, Dec 2025, San DIego, United States. ⟨hal-05118820⟩
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- Arthur Satouf, Gabriel Ben-Zenou, Benjamin Piwowarski, Habiboulaye Amadou-Boubacar, Pablo Piantanida. Rational Retrieval Acts: Leveraging Pragmatic Reasoning to Improve Sparse Retrieval. The 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, ACM, Jul 2025, Padova, France. ⟨10.1145/3726302.3730239⟩. ⟨hal-05074220⟩
- Mohamed Salim Aissi, Clément Romac, Thomas Carta, Sylvain Lamprier, Pierre-Yves Oudeyer, et al.. Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting. NAACL 2025 - Findings of the Association for Computational Linguistics, Apr 2025, Albuquerque, United States. pp.7030-7046, ⟨10.18653/v1/2025.findings-naacl.390⟩. ⟨hal-05321901⟩
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Rudy Morel, Jiequn Han, Edouard Oyallon. DISCO: learning to DISCover an evolution Operator for multi-physics-agnostic prediction. International Conference on Machine Learning, Jul 2025, Vancouver, Canada. ⟨hal-05083819⟩
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- Lise Le Boudec, Emmanuel de Bezenac, Louis Serrano, Ramon Daniel Regueiro-Espino, Yuan Yin, et al.. Learning a neural solver for parametric PDEs to enhance physics-informed methods. ICLR 2025 - Thirteenth International Conference on Learning Representations, Apr 2025, Singapour, Singapore. 2025. ⟨hal-05093905⟩
- Lise Le Boudec, Emmanuel de Bézenac, Louis Serrano, Ramon Daniel Regueiro-Espino, Yuan Yin, et al.. Learning a neural solver for parametric PDEs to enhance physics-informed methods. ICLR 2025 - Thirteenth International Conference on Learning Representations, Apr 2025, Singapour, Singapore. ⟨hal-05093943⟩
- Yihong Liu, Mingyang Wang, Amir Hossein Kargaran, Ayyoob Imani, Orgest Xhelili, et al.. How Transliterations Improve Crosslingual Alignment. The 31st International Conference on Computational Linguistics (COLING), Jan 2025, Abu Dhabi, United Arab Emirates. ⟨hal-04909505⟩
- Paul Lerner, François Yvon. Unlike “Likely”, “Unlike” is Unlikely: BPE-based Segmentation hurts Morphological Derivations in LLMs. COLING 2025, Jan 2025, Abu Dhabi, United Arab Emirates. ⟨hal-04831106⟩
- Loris Gaven, Thomas Carta, Clément Romac, Cédric Colas, Sylvain Lamprier, et al.. MAGELLAN: Metacognitive predictions of learning progress guide autotelic LLM agents in large goal spaces. ICML 2025 - 42nd International Conference on Machine Learning, Jul 2025, Vancouver (BC), Canada. ⟨hal-05302437⟩
- Elias Ramzi, Nicolas Audebert, Clément Rambour, André Araujo, Xavier Bitot, et al.. Optimization of Rank Losses for Image Retrieval. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025, pp.1-12. ⟨10.1109/TPAMI.2025.3543846⟩. ⟨hal-04975847⟩
- Paul Lerner, François Yvon. Towards the Machine Translation of Scientific Neologisms. COLING 2025, 2025, Abu Dhabi, United Arab Emirates. ⟨hal-04835653v2⟩
- Stéphane Rivaud, Louis Fournier, Thomas Pumir, Eugene Belilovsky, Michael Eickenberg, et al.. PETRA: Parallel End-to-end Training with Reversible Architectures. The Thirteenth International Conference on Learning Representations, 2025, Singapour, Singapore. ⟨hal-04594647v2⟩
- Julian Agudelo, Vincent Guigue, Cristina Manfredotti, Hadrien Piot. Drought Forecasting Using a Hybrid Neural Architecture for Integrating Time Series and Static Data. Tackling Climate Change with Machine Learning workshop at ICLR 2025, Apr 2025, Singapore, Singapore. ⟨10.48550/arXiv.2504.05957⟩. ⟨hal-05132868⟩
- Paul Lerner, François Yvon. Towards the Machine Translation of Scientific Neologisms. Rapport D2-3.1, ISIR, Université Pierre et Marie Curie UMR CNRS 7222. 2025. ⟨hal-04852293⟩
- Anfu Tang, Laure Soulier, Vincent Guigue. Clarification des Ambiguïtés : Sur le Rôle des Types d'Ambiguïté dans les Méthodes d'Amorçage pour la Génération de Clarifications. 20e Conférence en Recherche d’Information et Applications (CORIA) 32ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN) 27ème Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues (RECITAL) Les 18e Rencontres Jeunes Chercheurs en RI (RJCRI), 2025, Marseille, France. pp.61-81. ⟨hal-05330648⟩
- Mathias Vast, Basile van Cooten, Laure Soulier, Benjamin Piwowarski. Comprendre la Nature des Signaux de Correspondance dans les Modèles Neuronaux pour la RI. Conférence en Recherche d’Information et Applications, Association francophone de Recherche d’Information et Applications, Jun 2025, Marseille, France. ⟨hal-05122843⟩
