--- title: "Celine Hudelot — author profile and papers — Elamur Research" description: "Celine Hudelot, Université Paris-Saclay: 4 papers on Elamur Research (2024–2026), h-index 22 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/celine-hudelot/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/celine-hudelot/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Celine Hudelot # Celine Hudelot Celine Hudelot has 4 papers in our library, in 2024–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/), [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/); often with [Fanny Jourdan](https://md.research.elamur.ai/free/en/authors/fanny-jourdan/), [Nicolas Boizard](https://md.research.elamur.ai/free/en/authors/nicolas-boizard/), [André F. T. Martins](https://md.research.elamur.ai/free/en/authors/andre-f-t-martins/). 4 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5070164335) · [ORCID](https://orcid.org/0000-0003-3849-4133) · [**h-index 22**](https://openalex.org/authors/A5070164335) · [203 works](https://openalex.org/works?filter=author.id:A5070164335) · [2,941 citations](https://openalex.org/works?filter=author.id:A5070164335&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/celine-hudelot/#papers) · [🔗 Cited 220 times in our library](https://md.research.elamur.ai/free/en/authors/celine-hudelot/cited-by/) · [6 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #7215](https://md.research.elamur.ai/free/en/paper-stars/page/73/#star-7215) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Celine+Hudelot) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Celine+Hudelot) · [dblp](https://dblp.org/search?q=Celine+Hudelot) · [ACL Anthology](https://aclanthology.org/search/?q=Celine+Hudelot) ## Affiliations [🔬**CentraleSupélec** Gif-sur-Yvette · France 2015–2026 · 80 papersEmployment since 2016 · Professeur des Universités, MICS*current*](https://md.research.elamur.ai/free/en/labs/centralesupelec/) · [🎓**Université Paris-Saclay** Gif-sur-Yvette · France 2015–2026 · 68 papers*current*](https://md.research.elamur.ai/free/en/universities/universite-paris-saclay/) · [🔬**Mathématiques et Informatique pour la Complexité et les Systèmes** Gif-sur-Yvette · France 2015–2026 · 56 papers*current*](https://md.research.elamur.ai/free/en/labs/mathematiques-et-informatique-pour-la-complexite-et-les-systemes/) · [🎓**École Centrale Paris** Châtenay-Malabry · France 2007–2021 · 38 papers](https://ror.org/00v0y5771) · [🎓**Supélec** Gif-sur-Yvette · France 2015–2021 · 7 papers](https://ror.org/00n7gwn90) · [🎓**Télécom Paris** Palaiseau · France 2006–2008 · 4 papers](https://md.research.elamur.ai/free/en/universities/telecom-paris/) · [🔬**Centre National de la Recherche Scientifique** Paris · France 2006–2008 · 3 papers](https://md.research.elamur.ai/free/en/labs/centre-national-de-la-recherche-scientifique/) · [🔬**Institut national de recherche en sciences et technologies du numérique** Le Chesnay-Rocquencourt · France 2004–2006 · 3 papers](https://md.research.elamur.ai/free/en/labs/institut-national-de-recherche-en-sciences-et-technologies-du-numerique/) · [🔬**Laboratoire Traitement et Communication de l’Information** Palaiseau · France 2006–2008 · 2 papers](https://md.research.elamur.ai/free/en/labs/laboratoire-traitement-et-communication-de-l-information/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 6 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 4 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 6 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Multilingual & cross-lingual NLP · 1 work](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) · [Tokenization & segmentation · 1 work](https://md.research.elamur.ai/free/en/topics/tokenization/) · [Interpretability · 1 work](https://md.research.elamur.ai/free/en/topics/interpretability/) 💡 Concepts 1 Key ideas and methods explained on our concept pages.[Subword tokenization · 1 work](https://md.research.elamur.ai/free/en/concepts/subword-tokenization/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/celine-hudelot/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/celine-hudelot/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/celine-hudelot/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMs](https://md.research.elamur.ai/free/en/papers/boizard-2024-towards-cross-tokenizer-distillation-universal/)** *(2024 · 35 citations)* Logit-based knowledge distillation usually relies on KL divergence. This requires the teacher and the student to share one vocabulary, but LLM families rarely share tokenizers. As a result, practitioners mostly fall back on fine-tuning the student on text the teacher has generated. Drawing on optimal transport, the… 2. **[EuroBERT: Scaling Multilingual Encoders for European Languages](https://md.research.elamur.ai/free/en/papers/boizard-2025-eurobert-scaling-multilingual-encoders-european/)** *(2025 · 34 citations)* Bidirectional encoders still power most retrieval, classification and regression systems, but recent modeling progress has mostly gone into decoder-only LLMs. 3. **[ViDoRe V3: A Comprehensive Evaluation of Retrieval Augmented Generation in Complex Real-World Scenarios](https://md.research.elamur.ai/free/en/papers/loison-2026-vidore-v3-comprehensive-evaluation-retrieval/)** *(2026 · 7 citations)* Real-world retrieval-augmented generation must handle documents whose key content lives in tables, charts and images. 4. **[Interpreto: An Explainability Library for Transformers](https://md.research.elamur.ai/free/en/papers/poche-2026-interpreto-explainability-library-transformers/)** *(2026)* Explaining how Transformer language models reach their outputs matters for debugging, detecting bias and safety work. ## All works 10 works of theirs in our library, the most cited first; 4 with a page here, the others link their original until we summarise them. 1. **[ColPali: Efficient Document Retrieval with Vision Language Models ↗](https://arxiv.org/abs/2407.01449) arXiv:2407.01449 · no summary yet**Manuel Faysse et al.*2024 · 96 citations* 2. **[CroissantLLM: A Truly Bilingual French-English Language Model ↗](https://arxiv.org/abs/2402.00786) arXiv:2402.00786 · no summary yet**Manuel Faysse et al.*2024 · 59 citations* 3. [**Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMs arXiv:2402.12030 · Transactions on Machine Learning Research, January 2025**Nicolas Boizard, Kevin El Haddad, Celine Hudelot, et al.*2024 · 35 citations*](https://md.research.elamur.ai/free/en/papers/boizard-2024-towards-cross-tokenizer-distillation-universal/) 4. [**EuroBERT: Scaling Multilingual Encoders for European Languages arXiv:2503.05500**Nicolas Boizard, Hippolyte Gisserot-Boukhlef, Duarte M. Alves, et al.*2025 · 34 citations*](https://md.research.elamur.ai/free/en/papers/boizard-2025-eurobert-scaling-multilingual-encoders-european/) 5. **[A French Corpus for Event Detection on Twitter ↗](https://aclanthology.org/2020.lrec-1.763/) Proceedings of the Twelfth Language Resources and Evaluation Conference · no summary yet**Béatrice Mazoyer et al.*2020 · 16 citations* 6. **[ViDoRe V3: A Comprehensive Evaluation of Retrieval Augmented Generation in Complex Real-World Scenarios](https://md.research.elamur.ai/free/en/papers/loison-2026-vidore-v3-comprehensive-evaluation-retrieval/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**António Loison, Quentin Macé, Antoine Edy, et al.*2026 · 7 citations* 7. **[Classification automatique de données déséquilibrées et bruitées : application aux exercices de manuels scolaires ↗](https://aclanthology.org/2023.jeptalnrecital-international.14/) Actes de CORIA-TALN 2023. Actes de la 30e Conférence sur le Traitement Automatique des Langues Naturelles (TALN), volume 4 : articles déjà soumis ou acceptés en conférence internationale · no summary yet**Elise Lincker et al.*2023 · 1 citation* 8. **[Interpreto: An Explainability Library for Transformers](https://md.research.elamur.ai/free/en/papers/poche-2026-interpreto-explainability-library-transformers/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Antonin Poché, Thomas Mullor, Gabriele Sarti, et al.*2026* 9. **[MALIN : MAnuels scoLaires INclusifs ↗](https://aclanthology.org/2025.jeptalnrecital-iaedu.9/) Actes de l'atelier Intelligence Artificielle générative et ÉDUcation : Enjeux, Défis et Perspectives de Recherche 2025 (IA-ÉDU) · no summary yet**Elise Lincker et al.*2025* 10. **[Projet ANR MALIN : MAnuels scoLaires INclusifs ↗](https://aclanthology.org/2023.jeptalnrecital-projet.6/) Actes de CORIA-TALN 2023. Actes de la 30e Conférence sur le Traitement Automatique des Langues Naturelles (TALN), volume 6 : projets · no summary yet**Olivier Pons et al.*2023* ## Co-authors here 11 co-authors with a page, the most papers together first. - [Fanny Jourdan](https://md.research.elamur.ai/free/en/authors/fanny-jourdan/) ×2 - [Nicolas Boizard](https://md.research.elamur.ai/free/en/authors/nicolas-boizard/) ×2 - [André F. T. Martins](https://md.research.elamur.ai/free/en/authors/andre-f-t-martins/) - [Bo Liu](https://md.research.elamur.ai/free/en/authors/bo-liu/) - [Caio Corro](https://md.research.elamur.ai/free/en/authors/caio-corro/) - [Duarte M. Alves](https://md.research.elamur.ai/free/en/authors/duarte-m-alves/) - [Gabriele Sarti](https://md.research.elamur.ai/free/en/authors/gabriele-sarti/) - [Joao Alves](https://md.research.elamur.ai/free/en/authors/joao-alves/) - [Manuel Faysse](https://md.research.elamur.ai/free/en/authors/manuel-faysse/) - [Nicholas Asher](https://md.research.elamur.ai/free/en/authors/nicholas-asher/) - [Pierre Colombo](https://md.research.elamur.ai/free/en/authors/pierre-colombo/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ×2 - Actes de CORIA-TALN 2023. Actes de la 30e Conférence sur le Traitement Automatique des Langues Naturelles (TALN), volume 4 : articles déjà soumis ou acceptés en conférence internationale - Actes de CORIA-TALN 2023. Actes de la 30e Conférence sur le Traitement Automatique des Langues Naturelles (TALN), volume 6 : projets - Actes de l'atelier Intelligence Artificielle générative et ÉDUcation : Enjeux, Défis et Perspectives de Recherche 2025 (IA-ÉDU) - Proceedings of the Twelfth Language Resources and Evaluation Conference ## Cited by Papers of our library cite their works 220 times (of the 149,439 papers whose bibliographies we read); [52 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/celine-hudelot/cited-by/). Updated 1 November 2026