--- title: "Manuel Faysse · CentraleSupélec — author profile and papers" description: "Manuel Faysse, CentraleSupélec: 4 papers on Elamur Research (2024–2026), h-index 6 — affiliations, topics, co-authors and who cites them…" canonical: "https://research.elamur.ai/free/en/authors/manuel-faysse/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/manuel-faysse/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Manuel Faysse # Manuel Faysse Manuel Faysse 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/), [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/), [Multilingual & cross-lingual NLP](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/); often with [Pierre Colombo](https://md.research.elamur.ai/free/en/authors/pierre-colombo/), [Amin Farajian](https://md.research.elamur.ai/free/en/authors/amin-farajian/), [Celine Hudelot](https://md.research.elamur.ai/free/en/authors/celine-hudelot/). 4 papers in our library · 2024–2026 [OpenAlex](https://openalex.org/A5093123135) · [**h-index 6**](https://openalex.org/authors/A5093123135) · [22 works](https://openalex.org/works?filter=author.id:A5093123135) · [80 citations](https://openalex.org/works?filter=author.id:A5093123135&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/manuel-faysse/#papers) · [🔗 Cited 441 times in our library](https://md.research.elamur.ai/free/en/authors/manuel-faysse/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5705](https://md.research.elamur.ai/free/en/paper-stars/page/58/#star-5705) 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=Manuel+Faysse) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Manuel+Faysse) · [dblp](https://dblp.org/search?q=Manuel+Faysse) · [ACL Anthology](https://aclanthology.org/search/?q=Manuel+Faysse) ## Affiliations [🔬**CentraleSupélec** Gif-sur-Yvette · France 2023–2026 · 16 papers*current*](https://md.research.elamur.ai/free/en/labs/centralesupelec/) · [🔬**Mathématiques et Informatique pour la Complexité et les Systèmes** Gif-sur-Yvette · France 2023–2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/labs/mathematiques-et-informatique-pour-la-complexite-et-les-systemes/) · [🎓**Université Paris-Saclay** Gif-sur-Yvette · France 2023–2025 · 9 papers](https://md.research.elamur.ai/free/en/universities/universite-paris-saclay/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## 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).[Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Information Systems · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) 🧭 Topics 4 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Information retrieval & search · 2 works](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Multilingual & cross-lingual NLP · 1 work](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/manuel-faysse/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/manuel-faysse/year/2025/) · [**2024** 2 papers](https://md.research.elamur.ai/free/en/authors/manuel-faysse/year/2024/) ## Papers The most cited first (OpenAlex and our library). 1. **[EuroLLM: Multilingual Language Models for Europe](https://md.research.elamur.ai/free/en/papers/martins-2024-eurollm-multilingual-language-models-europe/)** *(2024 · 133 citations)* Open-weight LLMs such as LLaMA, Mistral and Gemma mostly serve English and a few major languages, leaving many European languages underserved. 2. **[ColPali: Efficient Document Retrieval with Vision Language Models](https://md.research.elamur.ai/free/en/papers/faysse-2024-colpali-efficient-document-retrieval-vision/)** *(2024 · 96 citations)* Standard retrieval over PDFs relies on a long ingestion chain: OCR or PDF parsing, layout detection, chunking, and sometimes captioning of figures. 3. **[EuroLLM-9B: Technical Report](https://md.research.elamur.ai/free/en/papers/martins-2025-eurollm-9b-technical-report/)** *(2025 · 45 citations)* Open large language models tend to serve English and a few major languages well, leaving many European languages behind. 4. **[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. ## All works 5 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. [**EuroLLM: Multilingual Language Models for Europe arXiv:2409.16235**Pedro Henrique Martins, Patrick Fernandes, Joao Alves, et al.*2024 · 133 citations*](https://md.research.elamur.ai/free/en/papers/martins-2024-eurollm-multilingual-language-models-europe/) 2. [**ColPali: Efficient Document Retrieval with Vision Language Models arXiv:2407.01449**Manuel Faysse, Hugues Sibille, Tony Wu, et al.*2024 · 96 citations*](https://md.research.elamur.ai/free/en/papers/faysse-2024-colpali-efficient-document-retrieval-vision/) 3. **[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* 4. [**EuroLLM-9B: Technical Report arXiv:2506.04079**Pedro Henrique Martins, Joao Alves, Patrick Fernandes, et al.*2025 · 45 citations*](https://md.research.elamur.ai/free/en/papers/martins-2025-eurollm-9b-technical-report/) 5. **[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* ## Co-authors here 12 of 15 co-authors with a page, the most papers together first. - [Pierre Colombo](https://md.research.elamur.ai/free/en/authors/pierre-colombo/) ×3 - [Amin Farajian](https://md.research.elamur.ai/free/en/authors/amin-farajian/) ×2 - [Celine Hudelot](https://md.research.elamur.ai/free/en/authors/celine-hudelot/) ×2 - [Duarte M. Alves](https://md.research.elamur.ai/free/en/authors/duarte-m-alves/) ×2 - [Gautier Viaud](https://md.research.elamur.ai/free/en/authors/gautier-viaud/) ×2 - [Joao Alves](https://md.research.elamur.ai/free/en/authors/joao-alves/) ×2 - [Jose Pombal](https://md.research.elamur.ai/free/en/authors/jose-pombal/) ×2 - [Mateusz Klimaszewski](https://md.research.elamur.ai/free/en/authors/mateusz-klimaszewski/) ×2 - [Nuno M. Guerreiro](https://md.research.elamur.ai/free/en/authors/nuno-m-guerreiro/) ×2 - [Patrick Fernandes](https://md.research.elamur.ai/free/en/authors/patrick-fernandes/) ×2 - [Pedro Henrique Martins](https://md.research.elamur.ai/free/en/authors/pedro-henrique-martins/) ×2 - [Ricardo Rei](https://md.research.elamur.ai/free/en/authors/ricardo-rei/) ×2 ## 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/): [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ## Cited by Papers of our library cite their works 441 times (of the 149,439 papers whose bibliographies we read); [121 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/manuel-faysse/cited-by/). Updated 2 November 2026